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Posted to commits@hamilton.apache.org by gi...@apache.org on 2025/07/06 03:45:46 UTC

(hamilton) branch asf-staging updated: Deploy documentation from 680d6082fb342f7da5b01981fe184b12ac8f78fc

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github-bot pushed a commit to branch asf-staging
in repository https://gitbox.apache.org/repos/asf/hamilton.git


The following commit(s) were added to refs/heads/asf-staging by this push:
     new 93bc1ced Deploy documentation from 680d6082fb342f7da5b01981fe184b12ac8f78fc
93bc1ced is described below

commit 93bc1cedd09350624330e55c78e68039b1ba1fb4
Author: GitHub Actions <ac...@github.com>
AuthorDate: Sun Jul 6 03:45:40 2025 +0000

    Deploy documentation from 680d6082fb342f7da5b01981fe184b12ac8f78fc
---
 content/_sources/asf/index.rst.txt                 |  29 +++++
 .../_sources/concepts/function-modifiers.rst.txt   |  29 ++++-
 content/_sources/index.md.txt                      |   7 ++
 .../_sources/reference/decorators/index.rst.txt    |   1 +
 .../reference/decorators/unpack_fields.rst.txt     |  44 +++++++
 content/_static/Hamilton.pdf                       | Bin 10219030 -> 10231781 bytes
 content/_static/apache-incubator-logo.svg          |   1 +
 content/_static/custom.css                         |  59 +++++++++
 content/{community => asf}/index.html              | 140 +++++++++------------
 content/code-comparisons/airflow/index.html        |  39 +++++-
 content/code-comparisons/dagster/index.html        |  39 +++++-
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 content/code-comparisons/langchain/index.html      |  39 +++++-
 content/community/index.html                       |  39 +++++-
 .../best-practices/code-organization/index.html    |  39 +++++-
 .../best-practices/common-indices/index.html       |  39 +++++-
 .../best-practices/function-naming/index.html      |  39 +++++-
 content/concepts/best-practices/index.html         |  39 +++++-
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 .../migrating-to-hamilton/index.html               |  39 +++++-
 .../best-practices/output-immutability/index.html  |  39 +++++-
 .../using-within-your-etl-system/index.html        |  39 +++++-
 content/concepts/builder/index.html                |  39 +++++-
 content/concepts/caching/index.html                |  39 +++++-
 content/concepts/driver/index.html                 |  39 +++++-
 .../function-modifiers-advanced/index.html         |  39 +++++-
 content/concepts/function-modifiers/index.html     |  66 ++++++++--
 content/concepts/glossary/index.html               |  39 +++++-
 content/concepts/index.html                        |  40 +++++-
 content/concepts/materialization/index.html        |  39 +++++-
 content/concepts/node/index.html                   |  39 +++++-
 content/concepts/parallel-task/index.html          |  39 +++++-
 content/concepts/ui/index.html                     |  39 +++++-
 content/concepts/visualization/index.html          |  39 +++++-
 content/genindex/index.html                        |  47 ++++++-
 content/get-started/contributing/index.html        |  39 +++++-
 content/get-started/index.html                     |  39 +++++-
 content/get-started/install/index.html             |  39 +++++-
 content/get-started/learning-resources/index.html  |  39 +++++-
 content/get-started/license/index.html             |  39 +++++-
 content/get-started/why-hamilton/index.html        |  39 +++++-
 content/get-started/your-first-dataflow/index.html |  39 +++++-
 content/hamilton-ui/index.html                     |  39 +++++-
 content/hamilton-ui/ui/index.html                  |  39 +++++-
 content/hamilton-vscode/index.html                 |  39 +++++-
 content/hamilton-vscode/language_server/index.html |  39 +++++-
 .../hamilton-vscode/vscode_extension/index.html    |  39 +++++-
 content/how-tos/caching-tutorial/index.html        |  39 +++++-
 content/how-tos/cli-reference/index.html           |  39 +++++-
 content/how-tos/extensions-autoloading/index.html  |  39 +++++-
 content/how-tos/index.html                         |  39 +++++-
 content/how-tos/llm-workflows/index.html           |  39 +++++-
 content/how-tos/load-data/index.html               |  39 +++++-
 content/how-tos/microservice/index.html            |  39 +++++-
 content/how-tos/ml-training/index.html             |  39 +++++-
 content/how-tos/pre-commit-hooks/index.html        |  39 +++++-
 content/how-tos/run-data-quality-checks/index.html |  39 +++++-
 content/how-tos/scale-up/index.html                |  39 +++++-
 .../how-tos/use-for-feature-engineering/index.html |  39 +++++-
 .../how-tos/use-hamilton-for-lineage/index.html    |  39 +++++-
 content/how-tos/use-in-jupyter-notebook/index.html |  39 +++++-
 content/how-tos/wrapping-driver/index.html         |  39 +++++-
 content/index.html                                 |  41 +++++-
 content/integrations/dbt/index.html                |  39 +++++-
 content/integrations/dlt/index.html                |  39 +++++-
 content/integrations/fastapi/index.html            |  39 +++++-
 content/integrations/ibis/index.html               |  39 +++++-
 content/integrations/index.html                    |  39 +++++-
 content/integrations/streamlit/index.html          |  39 +++++-
 content/main/index.html                            |  39 +++++-
 content/objects.inv                                | Bin 7694 -> 7760 bytes
 content/py-modindex/index.html                     |  33 ++++-
 content/reference/caching/caching-logic/index.html |  39 +++++-
 .../reference/caching/data-versioning/index.html   |  39 +++++-
 content/reference/caching/index.html               |  39 +++++-
 content/reference/caching/stores/index.html        |  39 +++++-
 .../reference/dataflows/clear_storage/index.html   |  39 +++++-
 content/reference/dataflows/copy/index.html        |  39 +++++-
 content/reference/dataflows/find/index.html        |  39 +++++-
 .../reference/dataflows/import_module/index.html   |  39 +++++-
 content/reference/dataflows/index.html             |  39 +++++-
 content/reference/dataflows/inspect/index.html     |  39 +++++-
 .../reference/dataflows/inspect_module/index.html  |  39 +++++-
 .../install_dependencies_string/index.html         |  39 +++++-
 .../reference/dataflows/latest_commit/index.html   |  39 +++++-
 content/reference/dataflows/list/index.html        |  39 +++++-
 content/reference/dataflows/pull_module/index.html |  39 +++++-
 .../reference/decorators/check_output/index.html   |  39 +++++-
 .../reference/decorators/config_when/index.html    |  39 +++++-
 content/reference/decorators/dataloader/index.html |  39 +++++-
 content/reference/decorators/datasaver/index.html  |  39 +++++-
 content/reference/decorators/does/index.html       |  43 +++++--
 .../decorators/extract_columns/index.html          |  43 +++++--
 .../reference/decorators/extract_fields/index.html |  39 +++++-
 content/reference/decorators/index.html            |  43 ++++++-
 content/reference/decorators/inject/index.html     |  39 +++++-
 content/reference/decorators/load_from/index.html  |  39 +++++-
 .../reference/decorators/parameterize/index.html   |  39 +++++-
 .../parameterize_extract_columns/index.html        |  39 +++++-
 .../decorators/parameterize_frame/index.html       |  39 +++++-
 .../decorators/parameterize_sources/index.html     |  39 +++++-
 .../decorators/parameterize_subdag/index.html      |  39 +++++-
 .../decorators/parameterize_values/index.html      |  39 +++++-
 content/reference/decorators/pipe/index.html       |  39 +++++-
 content/reference/decorators/resolve/index.html    |  39 +++++-
 content/reference/decorators/save_to/index.html    |  39 +++++-
 content/reference/decorators/schema/index.html     |  39 +++++-
 content/reference/decorators/subdag/index.html     |  39 +++++-
 content/reference/decorators/tag/index.html        |  39 +++++-
 .../{extract_columns => unpack_fields}/index.html  | 134 ++++++++++++--------
 .../reference/decorators/with_columns/index.html   |  39 +++++-
 content/reference/disabling-telemetry/index.html   |  49 ++++++--
 content/reference/drivers/AsyncDriver/index.html   |  39 +++++-
 content/reference/drivers/Custom/index.html        |  39 +++++-
 content/reference/drivers/Driver/index.html        |  39 +++++-
 content/reference/drivers/index.html               |  39 +++++-
 .../graph-adapters/AsyncGraphAdapter/index.html    |  39 +++++-
 .../graph-adapters/CachingGraphAdapter/index.html  |  39 +++++-
 .../graph-adapters/DaskGraphAdapter/index.html     |  39 +++++-
 .../graph-adapters/HamiltonGraphAdapter/index.html |  39 +++++-
 .../PySparkUDFGraphAdapter/index.html              |  39 +++++-
 .../graph-adapters/RayGraphAdapter/index.html      |  39 +++++-
 .../RayWorkflowGraphAdapter/index.html             |  39 +++++-
 .../SimplePythonDataFrameGraphAdapter/index.html   |  39 +++++-
 .../SimplePythonGraphAdapter/index.html            |  39 +++++-
 .../SparkKoalasGraphAdapter/index.html             |  39 +++++-
 .../ThreadPoolFutureAdapter/index.html             |  39 +++++-
 content/reference/graph-adapters/index.html        |  39 +++++-
 .../reference/io/adapter-documentation/index.html  |  39 +++++-
 .../io/available-data-adapters/index.html          |  39 +++++-
 content/reference/io/index.html                    |  39 +++++-
 .../lifecycle-hooks/DDOGTracer/index.html          |  39 +++++-
 .../lifecycle-hooks/EdgeConnectionHook/index.html  |  39 +++++-
 .../FunctionInputOutputTypeChecker/index.html      |  39 +++++-
 .../GracefulErrorAdapter/index.html                |  39 +++++-
 .../lifecycle-hooks/GraphAdapter/index.html        |  39 +++++-
 .../GraphConstructionHook/index.html               |  39 +++++-
 .../lifecycle-hooks/GraphExecutionHook/index.html  |  39 +++++-
 .../lifecycle-hooks/LegacyResultMixin/index.html   |  39 +++++-
 .../lifecycle-hooks/MLFlowTracker/index.html       |  39 +++++-
 .../reference/lifecycle-hooks/Narwhals/index.html  |  39 +++++-
 .../NoEdgeAndInputTypeChecking/index.html          |  39 +++++-
 .../lifecycle-hooks/NodeExecutionHook/index.html   |  39 +++++-
 .../lifecycle-hooks/NodeExecutionMethod/index.html |  39 +++++-
 .../lifecycle-hooks/OpenLineageAdapter/index.html  |  39 +++++-
 .../lifecycle-hooks/PDBDebugger/index.html         |  39 +++++-
 .../reference/lifecycle-hooks/PrintLn/index.html   |  39 +++++-
 .../lifecycle-hooks/ProgressBar/index.html         |  39 +++++-
 .../lifecycle-hooks/ResultBuilder/index.html       |  39 +++++-
 .../lifecycle-hooks/RichProgressBar/index.html     |  39 +++++-
 .../lifecycle-hooks/SlackNotifierHook/index.html   |  39 +++++-
 .../lifecycle-hooks/SparkInputValidator/index.html |  39 +++++-
 .../lifecycle-hooks/StaticValidator/index.html     |  39 +++++-
 .../lifecycle-hooks/TaskExecutionHook/index.html   |  39 +++++-
 .../lifecycle-hooks/TaskGroupingHook/index.html    |  39 +++++-
 .../lifecycle-hooks/TaskReturnHook/index.html      |  39 +++++-
 .../lifecycle-hooks/TaskSubmissionHook/index.html  |  39 +++++-
 content/reference/lifecycle-hooks/index.html       |  39 +++++-
 .../reference/result-builders/Custom/index.html    |  39 +++++-
 content/reference/result-builders/Dask/index.html  |  39 +++++-
 .../reference/result-builders/Generic/index.html   |  39 +++++-
 content/reference/result-builders/Numpy/index.html |  39 +++++-
 .../reference/result-builders/Pandas/index.html    |  39 +++++-
 .../reference/result-builders/Polars/index.html    |  39 +++++-
 content/reference/result-builders/index.html       |  39 +++++-
 content/search/index.html                          |  33 ++++-
 content/searchindex.js                             |   2 +-
 content/sitemap.xml                                |   2 +-
 169 files changed, 5509 insertions(+), 1071 deletions(-)

diff --git a/content/_sources/asf/index.rst.txt b/content/_sources/asf/index.rst.txt
new file mode 100644
index 00000000..88e9ef25
--- /dev/null
+++ b/content/_sources/asf/index.rst.txt
@@ -0,0 +1,29 @@
+================
+ASF
+================
+
+Apache Software Foundation links.
+
+.. toctree::
+   :maxdepth: 1
+   :caption: ASF Links
+   :glob:
+   :hidden:
+
+   Apache Software Foundation <https://www.apache.org/>
+   License <https://www.apache.org/licenses/>
+   Events <https://www.apache.org/events/current-event.html>
+   Privacy <https://privacy.apache.org/policies/privacy-policy-public.html>
+   Security <https://www.apache.org/security/>
+   Sponsorship <https://www.apache.org/foundation/sponsorship.html>
+   Thanks <https://www.apache.org/foundation/thanks.html>
+   Code of Conduct <https://www.apache.org/foundation/policies/conduct.html>
+
+- `Foundation <https://www.apache.org/>`_
+- `License <https://www.apache.org/licenses/>`_
+- `Events <https://www.apache.org/events/current-event.html>`_
+- `Privacy <https://privacy.apache.org/policies/privacy-policy-public.html>`_
+- `Security <https://www.apache.org/security/>`_
+- `Sponsorship <https://www.apache.org/foundation/sponsorship.html>`_
+- `Thanks <https://www.apache.org/foundation/thanks.html>`_
+- `Code of Conduct <https://www.apache.org/foundation/policies/conduct.html>`_
diff --git a/content/_sources/concepts/function-modifiers.rst.txt b/content/_sources/concepts/function-modifiers.rst.txt
index cbe97d06..63b206eb 100644
--- a/content/_sources/concepts/function-modifiers.rst.txt
+++ b/content/_sources/concepts/function-modifiers.rst.txt
@@ -191,13 +191,36 @@ Sometimes, your node outputs multiple values that you would like to name and mak
 
     To add metadata to extracted nodes, use ``@tag_output``, which works just like ``@tag``.
 
+@unpack_fields
+~~~~~~~~~~~~~~
+
+A good example is splitting a dataset into training, validation, and test splits. We use ``@unpack_fields``, which requires specifying the names of the fields to extract. The function must return a tuple with at least as many elements as there are specified fields. Note that selecting a subset of the tuple or using an indeterminate tuple size is also possible.
+
+.. code-block:: python
+
+    from typing import Tuple
+    from hamilton.function_modifiers import unpack_fields
+
+    @unpack_fields("X_train" "X_validation", "X_test")
+    def dataset_splits(X: np.ndarray) -> Tuple[np.ndarray, np.ndarray, np.ndarray]:
+        """Randomly split data into train, validation, test"""
+        X_train, X_validation, X_test = random_split(X)
+        return X_train, X_validation, X_test
+
+.. image:: ./_function-modifiers/extract_fields.png
+    :height: 250px
+
+
+Now, ``X_train``, ``X_validation``, and ``X_test`` are available to other nodes and can be queried with ``.execute()``. However, since ``dataset_splits`` is itself a node, you can query it to obtain all splits in a single tuple!
+
 @extract_fields
 ~~~~~~~~~~~~~~~
 
-A good example is splitting a dataset into train, validation, and test splits. We will use ``@extract_fields``, which requires specifying in a dictionary the ``field_name: field_type`` of each field.
+Additionally, we can extract fields from an output dictionary using ``@extract_fields``. In this case, you must specify the dictionary keys and their types. The function must return a dictionary that contains, at a minimum, those keys specified in the decorator.
 
 .. code-block:: python
 
+    from typing import Dict
     from hamilton.function_modifiers import extract_fields
 
     @extract_fields(dict(  # don't forget the dictionary
@@ -205,7 +228,7 @@ A good example is splitting a dataset into train, validation, and test splits. W
         X_validation=np.ndarray,
         X_test=np.ndarray,
     ))
-    def dataset_splits(X: np.ndarray) -> dict:
+    def dataset_splits(X: np.ndarray) -> Dict:
         """Randomly split data into train, validation, test"""
         X_train, X_validation, X_test = random_split(X)
         return dict(
@@ -218,7 +241,7 @@ A good example is splitting a dataset into train, validation, and test splits. W
     :height: 250px
 
 
-Now, ``X_train``, ``X_validation``, and ``X_test`` are available to other nodes, and they can be queried by ``.execute()``. But, since ``dataset_splits`` is its own node, you can query it to get all splits in a dictionary!
+Again, ``X_train``, ``X_validation``, and ``X_test`` are now available to other nodes, or you can query the ``dataset_splits`` node to retrieve all splits in a dictionary.
 
 @extract_columns
 ~~~~~~~~~~~~~~~~
diff --git a/content/_sources/index.md.txt b/content/_sources/index.md.txt
index 1005734b..b88d3b61 100644
--- a/content/_sources/index.md.txt
+++ b/content/_sources/index.md.txt
@@ -45,6 +45,13 @@ reference/dataflows/index
 reference/disabling-telemetry.md
 ```
 
+```{toctree}
+:hidden: True
+:caption: ASF
+
+asf/index
+```
+
 ```{toctree}
 :hidden: True
 :caption: EXTERNAL RESOURCES
diff --git a/content/_sources/reference/decorators/index.rst.txt b/content/_sources/reference/decorators/index.rst.txt
index d1570227..46e423a1 100644
--- a/content/_sources/reference/decorators/index.rst.txt
+++ b/content/_sources/reference/decorators/index.rst.txt
@@ -21,6 +21,7 @@ Reference
    dataloader
    datasaver
    does
+   unpack_fields
    extract_columns
    extract_fields
    inject
diff --git a/content/_sources/reference/decorators/unpack_fields.rst.txt b/content/_sources/reference/decorators/unpack_fields.rst.txt
new file mode 100644
index 00000000..f91c3187
--- /dev/null
+++ b/content/_sources/reference/decorators/unpack_fields.rst.txt
@@ -0,0 +1,44 @@
+=======================
+unpack_fields
+=======================
+This decorator works on a function that outputs a tuple and unpacks its elements to make them individually available for consumption. Essentially, it expands the original function into n separate functions, each of which takes the original output tuple and, in return, outputs a specific field based on the index supplied to the ``unpack_fields`` decorator.
+
+.. code-block:: python
+
+    import pandas as pd
+    from hamilton.function_modifiers import unpack_fields
+
+    @unpack_fields('X_train', 'X_test', 'y_train', 'y_test')
+    def train_test_split_func(
+        feature_matrix: np.ndarray,
+        target: np.ndarray,
+        test_size_fraction: float,
+        shuffle_train_test_split: bool,
+    ) -> Tuple[np.ndarray, np.ndarray, np.ndarray, np.ndarray]:
+        ...  # Calculate the train-test split
+        return X_train, X_test, y_train, y_test
+
+
+The arguments to the decorator not only represent the names of the resulting fields but also determine their position in the output tuple. This means you can choose to unpack a subset of the fields or declare an indeterminate number of fields — as long as the number of requested fields does not exceed the number of elements in the output tuple.
+
+.. code-block:: python
+
+    import pandas as pd
+    from hamilton.function_modifiers import unpack_fields
+
+    @unpack_fields('X_train', 'X_test', 'y_train', 'y_test')
+    def train_test_split_func(
+        feature_matrix: np.ndarray,
+        target: np.ndarray,
+        test_size_fraction: float,
+        shuffle_train_test_split: bool,
+    ) -> Tuple[np.ndarray, ...]:  # indeterminate number of fields
+        ...  # Calculate the train-test split
+        return X_train, X_test, y_train, y_test
+
+----
+
+**Reference Documentation**
+
+.. autoclass:: hamilton.function_modifiers.unpack_fields
+   :special-members: __init__
diff --git a/content/_static/Hamilton.pdf b/content/_static/Hamilton.pdf
index 3531259a..5636135d 100644
Binary files a/content/_static/Hamilton.pdf and b/content/_static/Hamilton.pdf differ
diff --git a/content/_static/apache-incubator-logo.svg b/content/_static/apache-incubator-logo.svg
new file mode 100644
index 00000000..072ab8c2
--- /dev/null
+++ b/content/_static/apache-incubator-logo.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 473.26 110.22"><defs><style>.cls-1,.cls-2{fill:#fff;}.cls-1{fill-rule:evenodd;}</style></defs><g id="Layer_2" data-name="Layer 2"><g id="Layer_1-2" data-name="Layer 1"><polygon class="cls-1" points="445.81 13.29 467.03 13.29 467.03 15.29 448.03 15.29 448.03 27.09 465.11 27.09 465.11 29.09 448.03 29.09 448.03 41.1 467.24 41.1 467.24 43.11 445.81 43.11 445.81 13.29"/><polygon class="cls-1" points="377.65 13.29 379.86 13.29 379.86 27.13 3 [...]
diff --git a/content/_static/custom.css b/content/_static/custom.css
new file mode 100644
index 00000000..ab045a25
--- /dev/null
+++ b/content/_static/custom.css
@@ -0,0 +1,59 @@
+/* Custom styles for the Apache footer */
+.apache-footer {
+    background-color: var(--color-background-secondary) !important;
+    color: var(--color-foreground-secondary) !important;
+    padding: 1.5rem;
+    margin-top: 2rem;
+    border-top: 1px solid var(--color-background-border);
+}
+
+.apache-footer p {
+    color: var(--color-foreground-secondary) !important;
+    margin: 0.5rem 0;
+    font-size: 0.9em;
+}
+
+.apache-footer a {
+    color: var(--color-link) !important;
+    text-decoration: none;
+    border-bottom: 1px solid var(--color-link-underline);
+}
+
+.apache-footer a:hover {
+    color: var(--color-link--hover) !important;
+    border-bottom-color: var(--color-link-underline--hover);
+}
+
+/* Base styles that apply to all modes */
+.apache-footer .apache-incubator-logo {
+    width: 200px !important;
+    height: auto !important;
+    margin: 0 auto 1rem auto;
+    display: block;
+}
+
+/* Light mode - make logo dark */
+[data-theme="light"] .apache-footer .apache-incubator-logo {
+    filter: invert(0.9) brightness(0.2) contrast(1.2);
+}
+
+/* Dark mode - use original colors */
+[data-theme="dark"] .apache-footer .apache-incubator-logo {
+    filter: none !important;
+}
+
+/* Override bottom page icons */
+.bottom-of-page .icons svg {
+    width: 1.5rem !important;
+    height: 1.5rem !important;
+    color: var(--color-foreground-muted) !important;
+}
+
+/* Dark mode overrides */
+[data-theme="dark"] .apache-footer {
+    background-color: var(--color-background-secondary) !important;
+}
+
+[data-theme="dark"] .apache-footer a {
+    color: var(--color-link) !important;
+}
diff --git a/content/community/index.html b/content/asf/index.html
similarity index 89%
copy from content/community/index.html
copy to content/asf/index.html
index f7420c4e..80e3650e 100644
--- a/content/community/index.html
+++ b/content/asf/index.html
@@ -3,17 +3,17 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2024-10-03T16:47:51+00:00" /><link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="Decorators" href="../reference/decorators/" /><link rel="prev" title="Airflow" href="../code-comparisons/airflow/" />
-        <link rel="canonical" href="https://hamilton.staged.apache.org/community/" />
+<link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="prev" title="Telemetry" href="../reference/disabling-telemetry/" />
+        <link rel="canonical" href="https://hamilton.staged.apache.org/asf/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
-        <title>Meet-ups - Hamilton</title>
+        <title>ASF - Hamilton</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=8f2a1f02" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
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     <link rel="stylesheet" type="text/css" href="../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=a33697e8" />
     
     
 
@@ -192,7 +192,7 @@
           <svg class="theme-icon-when-light"><use href="#svg-sun"></use></svg>
         </button>
       </div>
-      <label class="toc-overlay-icon toc-header-icon" for="__toc">
+      <label class="toc-overlay-icon toc-header-icon no-toc" for="__toc">
         <div class="visually-hidden">Toggle table of contents sidebar</div>
         <i class="icon"><svg><use href="#svg-toc"></use></svg></i>
       </label>
@@ -322,8 +322,8 @@
 <li class="toctree-l1"><a class="reference external" href="https://hamilton.apache.org/_static/Hamilton.pdf">PDF</a></li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Community</span></p>
-<ul class="current">
-<li class="toctree-l1 current current-page"><a class="current reference internal" href="#">Meet-ups</a></li>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../community/">Meet-ups</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://join.slack.com/t/hamilton-opensource/shared_invite/zt-2niepkra8-DGKGf_tTYhXuJWBTXtIs4g">Slack</a></li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">REFERENCE</span></p>
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul class="current">
+<li class="toctree-l1 current has-children current-page"><a class="current reference internal" href="#">ASF</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -469,12 +484,12 @@
         </a>
         <div class="content-icon-container">
           <div class="view-this-page">
-  <a class="muted-link" href="https://github.com/apache/hamilton/blob/main/docs/community/index.md?plain=true" title="View this page">
+  <a class="muted-link" href="https://github.com/apache/hamilton/blob/main/docs/asf/index.rst?plain=true" title="View this page">
     <svg><use href="#svg-eye"></use></svg>
     <span class="visually-hidden">View this page</span>
   </a>
 </div><div class="edit-this-page">
-  <a class="muted-link" href="https://github.com/apache/hamilton/edit/main/docs/community/index.md" title="Edit this page">
+  <a class="muted-link" href="https://github.com/apache/hamilton/edit/main/docs/asf/index.rst" title="Edit this page">
     <svg><use href="#svg-pencil"></use></svg>
     <span class="visually-hidden">Edit this page</span>
   </a>
@@ -487,44 +502,27 @@
               <svg class="theme-icon-when-light"><use href="#svg-sun"></use></svg>
             </button>
           </div>
-          <label class="toc-overlay-icon toc-content-icon" for="__toc">
+          <label class="toc-overlay-icon toc-content-icon no-toc" for="__toc">
             <div class="visually-hidden">Toggle table of contents sidebar</div>
             <i class="icon"><svg><use href="#svg-toc"></use></svg></i>
           </label>
         </div>
         <article role="main" id="furo-main-content">
-          <section id="meet-ups">
-<h1>Meet-ups<a class="headerlink" href="#meet-ups" title="Link to this heading">¶</a></h1>
-<p>We have an active global meet up group that meets virtually once a month.</p>
-<p>You can <a class="reference external" href="https://www.meetup.com/global-hamilton-open-source-user-group-meetup/">sign up for the group here</a>.</p>
-<section id="past-meet-ups">
-<h2>Past Meet-ups<a class="headerlink" href="#past-meet-ups" title="Link to this heading">¶</a></h2>
-<p>The below will be out of date. Please <a class="reference external" href="https://www.youtube.com/&#64;dagworks-inc">see our youtube</a> for the latest recordings on past meetups.</p>
-<section id="august-2024">
-<h3>August 2024<a class="headerlink" href="#august-2024" title="Link to this heading">¶</a></h3>
-<p>-<a class="reference external" href="https://youtu.be/3LREcaewZbo?feature=shared">Recording</a></p>
-</section>
-<section id="june-2024">
-<h3>June 2024<a class="headerlink" href="#june-2024" title="Link to this heading">¶</a></h3>
-<p>-<a class="reference external" href="https://youtu.be/SsrIIM1ed4w?feature=shared">Recording</a></p>
-</section>
-<section id="april-2024">
-<h3>April 2024<a class="headerlink" href="#april-2024" title="Link to this heading">¶</a></h3>
-<p>-<a class="reference external" href="https://youtu.be/_-yXfnBtrlg?feature=shared">Recording</a></p>
-</section>
-<section id="march-2024">
-<h3>March 2024<a class="headerlink" href="#march-2024" title="Link to this heading">¶</a></h3>
-<p>-<a class="reference external" href="https://youtu.be/IJByeN41xHs?feature=shared">Recording</a>.</p>
-</section>
-<section id="february-2024">
-<h3>February 2024<a class="headerlink" href="#february-2024" title="Link to this heading">¶</a></h3>
+          <section id="asf">
+<h1>ASF<a class="headerlink" href="#asf" title="Link to this heading">¶</a></h1>
+<p>Apache Software Foundation links.</p>
+<div class="toctree-wrapper compound">
+</div>
 <ul class="simple">
-<li><p><a class="reference external" href="https://www.youtube.com/watch?v=ks672Lm0CJo">Recording</a>.</p></li>
-<li><p><a class="reference external" href="https://github.com/skrawcz/talks/files/14351139/Hamilton.February.2024.Meetup.pdf">Slides</a>.</p></li>
-<li><p>Community Spotlight: <a class="reference external" href="https://www.linkedin.com/in/0x26res/">Arthur Andres</a> and <a class="reference external" href="https://dagworks-inc.github.io/meetups/hamilton-02202024/arthur_tradewell.html#/">slides</a>.</p></li>
+<li><p><a class="reference external" href="https://www.apache.org/">Foundation</a></p></li>
+<li><p><a class="reference external" href="https://www.apache.org/licenses/">License</a></p></li>
+<li><p><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></p></li>
+<li><p><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></p></li>
+<li><p><a class="reference external" href="https://www.apache.org/security/">Security</a></p></li>
+<li><p><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></p></li>
+<li><p><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></p></li>
+<li><p><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></p></li>
 </ul>
-</section>
-</section>
 </section>
 
         </article>
@@ -532,23 +530,15 @@
       <footer>
         
         <div class="related-pages">
-          <a class="next-page" href="../reference/decorators/">
-              <div class="page-info">
-                <div class="context">
-                  <span>Next</span>
-                </div>
-                <div class="title">Decorators</div>
-              </div>
-              <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
-            </a>
-          <a class="prev-page" href="../code-comparisons/airflow/">
+          
+          <a class="prev-page" href="../reference/disabling-telemetry/">
               <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
               <div class="page-info">
                 <div class="context">
                   <span>Previous</span>
                 </div>
                 
-                <div class="title">Airflow</div>
+                <div class="title">Telemetry</div>
                 
               </div>
             </a>
@@ -556,50 +546,36 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Oct 03, 2024</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
       </footer>
     </div>
-    <aside class="toc-drawer">
+    <aside class="toc-drawer no-toc">
       
       
-      <div class="toc-sticky toc-scroll">
-        <div class="toc-title-container">
-          <span class="toc-title">
-            On this page
-          </span>
-        </div>
-        <div class="toc-tree-container">
-          <div class="toc-tree">
-            <ul>
-<li><a class="reference internal" href="#">Meet-ups</a><ul>
-<li><a class="reference internal" href="#past-meet-ups">Past Meet-ups</a><ul>
-<li><a class="reference internal" href="#august-2024">August 2024</a></li>
-<li><a class="reference internal" href="#june-2024">June 2024</a></li>
-<li><a class="reference internal" href="#april-2024">April 2024</a></li>
-<li><a class="reference internal" href="#march-2024">March 2024</a></li>
-<li><a class="reference internal" href="#february-2024">February 2024</a></li>
-</ul>
-</li>
-</ul>
-</li>
-</ul>
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diff --git a/content/code-comparisons/airflow/index.html b/content/code-comparisons/airflow/index.html
index 2e50ad94..74a6bd2b 100644
--- a/content/code-comparisons/airflow/index.html
+++ b/content/code-comparisons/airflow/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Meet-ups" href="../../community/" /><link rel="prev" title="LangChain" href="../langchain/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Meet-ups" href="../../community/" /><link rel="prev" title="LangChain" href="../langchain/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/code-comparisons/airflow/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -638,16 +653,28 @@ in sequence. The entire pipeline is defined in a module called <cite>example_dag
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/code-comparisons/dagster/index.html b/content/code-comparisons/dagster/index.html
index ed650157..761915a7 100644
--- a/content/code-comparisons/dagster/index.html
+++ b/content/code-comparisons/dagster/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="LangChain" href="../langchain/" /><link rel="prev" title="Kedro" href="../kedro/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="LangChain" href="../langchain/" /><link rel="prev" title="Kedro" href="../kedro/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/code-comparisons/dagster/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
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         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
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           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
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+<link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="Kedro" href="kedro/" /><link rel="prev" title="dbt" href="../integrations/dbt/" />
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     <link rel="stylesheet" type="text/css" href="../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_fields/">extract_fields</a></li>
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@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -573,16 +588,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
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diff --git a/content/code-comparisons/kedro/index.html b/content/code-comparisons/kedro/index.html
index 63ccedb2..014e919a 100644
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Dagster" href="../dagster/" /><link rel="prev" title="Code Comparisons" href="../" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Dagster" href="../dagster/" /><link rel="prev" title="Code Comparisons" href="../" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/code-comparisons/kedro/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -979,16 +994,28 @@ w~~~~~~~~~~~~~~~</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/code-comparisons/langchain/index.html b/content/code-comparisons/langchain/index.html
index df79f913..83144788 100644
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Airflow" href="../airflow/" /><link rel="prev" title="Dagster" href="../dagster/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Airflow" href="../airflow/" /><link rel="prev" title="Dagster" href="../dagster/" />
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -1631,16 +1646,28 @@ opinion it’s better to be explicit about it.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/community/index.html b/content/community/index.html
index f7420c4e..3a86ef53 100644
--- a/content/community/index.html
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-
-    <meta property="article:modified_time" content="2024-10-03T16:47:51+00:00" /><link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="Decorators" href="../reference/decorators/" /><link rel="prev" title="Airflow" href="../code-comparisons/airflow/" />
+<link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="Decorators" href="../reference/decorators/" /><link rel="prev" title="Airflow" href="../code-comparisons/airflow/" />
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+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_fields/">extract_fields</a></li>
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@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
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         <div class="bottom-of-page">
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-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
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             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Oct 03, 2024</div>
+            
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-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
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+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Common Indices" href="../common-indices/" /><link rel="prev" title="Migrating to Apache Hamilton" href="../migrating-to-hamilton/" />
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -561,16 +576,28 @@ that you can exploit to make your development cycle faster.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/best-practices/common-indices/index.html b/content/concepts/best-practices/common-indices/index.html
index c01dbd61..23b011c9 100644
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Output Immutability" href="../output-immutability/" /><link rel="prev" title="Code Organization" href="../code-organization/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Output Immutability" href="../output-immutability/" /><link rel="prev" title="Code Organization" href="../code-organization/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/concepts/best-practices/common-indices/" />
 
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -544,16 +559,28 @@ input to a classification model, e.g. over clients, then ensure the index is cli
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/best-practices/function-naming/index.html b/content/concepts/best-practices/function-naming/index.html
index 70b03884..8079beb4 100644
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Migrating to Apache Hamilton" href="../migrating-to-hamilton/" /><link rel="prev" title="Best Practices" href="../" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Migrating to Apache Hamilton" href="../migrating-to-hamilton/" /><link rel="prev" title="Best Practices" href="../" />
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -566,16 +581,28 @@ more obvious as to what it is and what it represents?</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/best-practices/index.html b/content/concepts/best-practices/index.html
index 2acc2944..d25387bf 100644
--- a/content/concepts/best-practices/index.html
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@@ -3,8 +3,7 @@
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Function Naming" href="function-naming/" /><link rel="prev" title="UI Overview" href="../ui/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Function Naming" href="function-naming/" /><link rel="prev" title="UI Overview" href="../ui/" />
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     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -569,16 +584,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/best-practices/loading-data/index.html b/content/concepts/best-practices/loading-data/index.html
index e6320af1..53a82daf 100644
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     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="User Guide" href="../../../how-tos/" /><link rel="prev" title="Using within your ETL System" href="../using-within-your-etl-system/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="User Guide" href="../../../how-tos/" /><link rel="prev" title="Using within your ETL System" href="../using-within-your-etl-system/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/concepts/best-practices/loading-data/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -617,16 +632,28 @@ dictate how to write your functions or where you put them.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/best-practices/migrating-to-hamilton/index.html b/content/concepts/best-practices/migrating-to-hamilton/index.html
index bc85a92f..dfa3967f 100644
--- a/content/concepts/best-practices/migrating-to-hamilton/index.html
+++ b/content/concepts/best-practices/migrating-to-hamilton/index.html
@@ -3,8 +3,7 @@
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Code Organization" href="../code-organization/" /><link rel="prev" title="Function Naming" href="../function-naming/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Code Organization" href="../code-organization/" /><link rel="prev" title="Function Naming" href="../function-naming/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/concepts/best-practices/migrating-to-hamilton/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -552,16 +567,28 @@ terminology, this is a <cite>Custom Driver Wrapper</cite>, since it wraps around
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/best-practices/output-immutability/index.html b/content/concepts/best-practices/output-immutability/index.html
index f5d3bb6e..b290a139 100644
--- a/content/concepts/best-practices/output-immutability/index.html
+++ b/content/concepts/best-practices/output-immutability/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Using within your ETL System" href="../using-within-your-etl-system/" /><link rel="prev" title="Common Indices" href="../common-indices/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Using within your ETL System" href="../using-within-your-etl-system/" /><link rel="prev" title="Common Indices" href="../common-indices/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/concepts/best-practices/output-immutability/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -549,16 +564,28 @@ always strive for immutability of outputs.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/best-practices/using-within-your-etl-system/index.html b/content/concepts/best-practices/using-within-your-etl-system/index.html
index f3a8c3a4..10697893 100644
--- a/content/concepts/best-practices/using-within-your-etl-system/index.html
+++ b/content/concepts/best-practices/using-within-your-etl-system/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Loading Data" href="../loading-data/" /><link rel="prev" title="Output Immutability" href="../output-immutability/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Loading Data" href="../loading-data/" /><link rel="prev" title="Output Immutability" href="../output-immutability/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/concepts/best-practices/using-within-your-etl-system/" />
 
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -579,16 +594,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/builder/index.html b/content/concepts/builder/index.html
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+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Caching" href="../caching/" /><link rel="prev" title="Function modifiers" href="../function-modifiers/" />
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
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@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -737,16 +752,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/caching/index.html b/content/concepts/caching/index.html
index f55031db..dea83093 100644
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Function modifiers (Advanced)" href="../function-modifiers-advanced/" /><link rel="prev" title="Builder" href="../builder/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Function modifiers (Advanced)" href="../function-modifiers-advanced/" /><link rel="prev" title="Builder" href="../builder/" />
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
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@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -1087,16 +1102,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/driver/index.html b/content/concepts/driver/index.html
index 9b669c42..72a282e0 100644
--- a/content/concepts/driver/index.html
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Visualization" href="../visualization/" /><link rel="prev" title="Functions, nodes &amp; dataflow" href="../node/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Visualization" href="../visualization/" /><link rel="prev" title="Functions, nodes &amp; dataflow" href="../node/" />
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -674,16 +689,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/function-modifiers-advanced/index.html b/content/concepts/function-modifiers-advanced/index.html
index fdc642a7..6d6b7538 100644
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Dynamic DAGs/Parallel Execution" href="../parallel-task/" /><link rel="prev" title="Caching" href="../caching/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Dynamic DAGs/Parallel Execution" href="../parallel-task/" /><link rel="prev" title="Caching" href="../caching/" />
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
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@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -539,16 +554,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/function-modifiers/index.html b/content/concepts/function-modifiers/index.html
index 554b22dd..e2389c8b 100644
--- a/content/concepts/function-modifiers/index.html
+++ b/content/concepts/function-modifiers/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Builder" href="../builder/" /><link rel="prev" title="Materialization" href="../materialization/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Builder" href="../builder/" /><link rel="prev" title="Materialization" href="../materialization/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/concepts/function-modifiers/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -653,17 +668,35 @@
 <p class="admonition-title">Note</p>
 <p>To add metadata to extracted nodes, use <code class="docutils literal notranslate"><span class="pre">&#64;tag_output</span></code>, which works just like <code class="docutils literal notranslate"><span class="pre">&#64;tag</span></code>.</p>
 </div>
+<section id="unpack-fields">
+<h3>&#64;unpack_fields<a class="headerlink" href="#unpack-fields" title="Link to this heading">¶</a></h3>
+<p>A good example is splitting a dataset into training, validation, and test splits. We use <code class="docutils literal notranslate"><span class="pre">&#64;unpack_fields</span></code>, which requires specifying the names of the fields to extract. The function must return a tuple with at least as many elements as there are specified fields. Note that selecting a subset of the tuple or using an indeterminate tuple size is also possible.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">typing</span><span class="w"> </span><span class="kn">import</span> <span class="n">Tuple</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">hamilton.function_modifiers</span><span class="w"> </span><span class="kn">import</span> <span class="n">unpack_fields</span>
+
+<span class="nd">@unpack_fields</span><span class="p">(</span><span class="s2">&quot;X_train&quot;</span> <span class="s2">&quot;X_validation&quot;</span><span class="p">,</span> <span class="s2">&quot;X_test&quot;</span><span class="p">)</span>
+<span class="k">def</span><span class="w"> </span><span class="nf">dataset_splits</span><span class="p">(</span><span class="n">X</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span> <span class="n">np</span><span class="o">. [...]
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Randomly split data into train, validation, test&quot;&quot;&quot;</span>
+    <span class="n">X_train</span><span class="p">,</span> <span class="n">X_validation</span><span class="p">,</span> <span class="n">X_test</span> <span class="o">=</span> <span class="n">random_split</span><span class="p">(</span><span class="n">X</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">X_train</span><span class="p">,</span> <span class="n">X_validation</span><span class="p">,</span> <span class="n">X_test</span>
+</pre></div>
+</div>
+<a class="reference internal image-reference" href="../../_images/extract_fields.png"><img alt="../../_images/extract_fields.png" src="../../_images/extract_fields.png" style="height: 250px;" />
+</a>
+<p>Now, <code class="docutils literal notranslate"><span class="pre">X_train</span></code>, <code class="docutils literal notranslate"><span class="pre">X_validation</span></code>, and <code class="docutils literal notranslate"><span class="pre">X_test</span></code> are available to other nodes and can be queried with <code class="docutils literal notranslate"><span class="pre">.execute()</span></code>. However, since <code class="docutils literal notranslate"><span class="pre">dataset_s [...]
+</section>
 <section id="extract-fields">
 <h3>&#64;extract_fields<a class="headerlink" href="#extract-fields" title="Link to this heading">¶</a></h3>
-<p>A good example is splitting a dataset into train, validation, and test splits. We will use <code class="docutils literal notranslate"><span class="pre">&#64;extract_fields</span></code>, which requires specifying in a dictionary the <code class="docutils literal notranslate"><span class="pre">field_name:</span> <span class="pre">field_type</span></code> of each field.</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">hamilton.function_modifiers</span><span class="w"> </span><span class="kn">import</span> <span class="n">extract_fields</span>
+<p>Additionally, we can extract fields from an output dictionary using <code class="docutils literal notranslate"><span class="pre">&#64;extract_fields</span></code>. In this case, you must specify the dictionary keys and their types. The function must return a dictionary that contains, at a minimum, those keys specified in the decorator.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">typing</span><span class="w"> </span><span class="kn">import</span> <span class="n">Dict</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">hamilton.function_modifiers</span><span class="w"> </span><span class="kn">import</span> <span class="n">extract_fields</span>
 
 <span class="nd">@extract_fields</span><span class="p">(</span><span class="nb">dict</span><span class="p">(</span>  <span class="c1"># don&#39;t forget the dictionary</span>
     <span class="n">X_train</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span>
     <span class="n">X_validation</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span>
     <span class="n">X_test</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span>
 <span class="p">))</span>
-<span class="k">def</span><span class="w"> </span><span class="nf">dataset_splits</span><span class="p">(</span><span class="n">X</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">dict</span><span class="p">:</span>
+<span class="k">def</span><span class="w"> </span><span class="nf">dataset_splits</span><span class="p">(</span><span class="n">X</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Randomly split data into train, validation, test&quot;&quot;&quot;</span>
     <span class="n">X_train</span><span class="p">,</span> <span class="n">X_validation</span><span class="p">,</span> <span class="n">X_test</span> <span class="o">=</span> <span class="n">random_split</span><span class="p">(</span><span class="n">X</span><span class="p">)</span>
     <span class="k">return</span> <span class="nb">dict</span><span class="p">(</span>
@@ -675,7 +708,7 @@
 </div>
 <a class="reference internal image-reference" href="../../_images/extract_fields.png"><img alt="../../_images/extract_fields.png" src="../../_images/extract_fields.png" style="height: 250px;" />
 </a>
-<p>Now, <code class="docutils literal notranslate"><span class="pre">X_train</span></code>, <code class="docutils literal notranslate"><span class="pre">X_validation</span></code>, and <code class="docutils literal notranslate"><span class="pre">X_test</span></code> are available to other nodes, and they can be queried by <code class="docutils literal notranslate"><span class="pre">.execute()</span></code>. But, since <code class="docutils literal notranslate"><span class="pre">dataset_s [...]
+<p>Again, <code class="docutils literal notranslate"><span class="pre">X_train</span></code>, <code class="docutils literal notranslate"><span class="pre">X_validation</span></code>, and <code class="docutils literal notranslate"><span class="pre">X_test</span></code> are now available to other nodes, or you can query the <code class="docutils literal notranslate"><span class="pre">dataset_splits</span></code> node to retrieve all splits in a dictionary.</p>
 </section>
 <section id="extract-columns">
 <h3>&#64;extract_columns<a class="headerlink" href="#extract-columns" title="Link to this heading">¶</a></h3>
@@ -883,16 +916,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
@@ -927,6 +972,7 @@
 </ul>
 </li>
 <li><a class="reference internal" href="#split-node-output-into-n-nodes">Split node output into <em>n</em> nodes</a><ul>
+<li><a class="reference internal" href="#unpack-fields">&#64;unpack_fields</a></li>
 <li><a class="reference internal" href="#extract-fields">&#64;extract_fields</a></li>
 <li><a class="reference internal" href="#extract-columns">&#64;extract_columns</a></li>
 </ul>
diff --git a/content/concepts/glossary/index.html b/content/concepts/glossary/index.html
index 69fdbc44..c2511b16 100644
--- a/content/concepts/glossary/index.html
+++ b/content/concepts/glossary/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T03:58:17+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Functions, nodes &amp; dataflow" href="../node/" /><link rel="prev" title="Concepts" href="../" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Functions, nodes &amp; dataflow" href="../node/" /><link rel="prev" title="Concepts" href="../" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/concepts/glossary/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -570,16 +585,28 @@ Decorators</p></td>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/index.html b/content/concepts/index.html
index 6933a81c..73a8a609 100644
--- a/content/concepts/index.html
+++ b/content/concepts/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
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+<link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="Glossary" href="glossary/" /><link rel="prev" title="License" href="../get-started/license/" />
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     <link rel="stylesheet" type="text/css" href="../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -582,6 +597,7 @@ concepts that makes Apache Hamilton unique and powerful.</p>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="function-modifiers/#split-node-output-into-n-nodes">Split node output into <em>n</em> nodes</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="function-modifiers/#unpack-fields">&#64;unpack_fields</a></li>
 <li class="toctree-l3"><a class="reference internal" href="function-modifiers/#extract-fields">&#64;extract_fields</a></li>
 <li class="toctree-l3"><a class="reference internal" href="function-modifiers/#extract-columns">&#64;extract_columns</a></li>
 </ul>
@@ -766,16 +782,28 @@ concepts that makes Apache Hamilton unique and powerful.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
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+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Function modifiers" href="../function-modifiers/" /><link rel="prev" title="Visualization" href="../visualization/" />
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+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
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 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
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@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -997,16 +1012,28 @@ was read and written.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/node/index.html b/content/concepts/node/index.html
index e6b71c82..7d4e7446 100644
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Driver" href="../driver/" /><link rel="prev" title="Glossary" href="../glossary/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Driver" href="../driver/" /><link rel="prev" title="Glossary" href="../glossary/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/concepts/node/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -654,16 +669,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
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         </div>
         
diff --git a/content/concepts/parallel-task/index.html b/content/concepts/parallel-task/index.html
index 31688da0..f49cce1d 100644
--- a/content/concepts/parallel-task/index.html
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@@ -3,8 +3,7 @@
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="UI Overview" href="../ui/" /><link rel="prev" title="Function modifiers (Advanced)" href="../function-modifiers-advanced/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="UI Overview" href="../ui/" /><link rel="prev" title="Function modifiers (Advanced)" href="../function-modifiers-advanced/" />
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     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -769,16 +784,28 @@ to set what should be determined to be collected at DAG construction time:</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/ui/index.html b/content/concepts/ui/index.html
index 2550294e..1ff25bbf 100644
--- a/content/concepts/ui/index.html
+++ b/content/concepts/ui/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Best Practices" href="../best-practices/" /><link rel="prev" title="Dynamic DAGs/Parallel Execution" href="../parallel-task/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Best Practices" href="../best-practices/" /><link rel="prev" title="Dynamic DAGs/Parallel Execution" href="../parallel-task/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/concepts/ui/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -813,16 +828,28 @@ python<span class="w"> </span>run_my_hamilton_code.py
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/concepts/visualization/index.html b/content/concepts/visualization/index.html
index 53118d1f..466a8f76 100644
--- a/content/concepts/visualization/index.html
+++ b/content/concepts/visualization/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Materialization" href="../materialization/" /><link rel="prev" title="Driver" href="../driver/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Materialization" href="../materialization/" /><link rel="prev" title="Driver" href="../driver/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/concepts/visualization/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -706,16 +721,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/genindex/index.html b/content/genindex/index.html
index 095da01a..f4d01e86 100644
--- a/content/genindex/index.html
+++ b/content/genindex/index.html
@@ -11,6 +11,7 @@
     <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=a33697e8" />
     
     
 
@@ -331,6 +332,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/inject/">inject</a></li>
@@ -440,6 +442,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -483,7 +499,7 @@
           
 <section class="genindex-section">
   <h1 id="index">Index</h1>
-  <div class="genindex-jumpbox"><a href="#_"><strong>_</strong></a> | <a href="#A"><strong>A</strong></a> | <a href="#B"><strong>B</strong></a> | <a href="#C"><strong>C</strong></a> | <a href="#D"><strong>D</strong></a> | <a href="#E"><strong>E</strong></a> | <a href="#F"><strong>F</strong></a> | <a href="#G"><strong>G</strong></a> | <a href="#H"><strong>H</strong></a> | <a href="#I"><strong>I</strong></a> | <a href="#L"><strong>L</strong></a> | <a href="#M"><strong>M</strong></a> | <a h [...]
+  <div class="genindex-jumpbox"><a href="#_"><strong>_</strong></a> | <a href="#A"><strong>A</strong></a> | <a href="#B"><strong>B</strong></a> | <a href="#C"><strong>C</strong></a> | <a href="#D"><strong>D</strong></a> | <a href="#E"><strong>E</strong></a> | <a href="#F"><strong>F</strong></a> | <a href="#G"><strong>G</strong></a> | <a href="#H"><strong>H</strong></a> | <a href="#I"><strong>I</strong></a> | <a href="#L"><strong>L</strong></a> | <a href="#M"><strong>M</strong></a> | <a h [...]
 </section>
 <section id="_" class="genindex-section">
   <h2>_</h2>
@@ -561,6 +577,8 @@
           <li><a href="../reference/decorators/tag/#hamilton.function_modifiers.tag.__init__">(hamilton.function_modifiers.tag method)</a>
 </li>
           <li><a href="../reference/decorators/tag/#hamilton.function_modifiers.tag_outputs.__init__">(hamilton.function_modifiers.tag_outputs method)</a>
+</li>
+          <li><a href="../reference/decorators/unpack_fields/#hamilton.function_modifiers.unpack_fields.__init__">(hamilton.function_modifiers.unpack_fields method)</a>
 </li>
           <li><a href="../reference/lifecycle-hooks/FunctionInputOutputTypeChecker/#hamilton.lifecycle.default.FunctionInputOutputTypeChecker.__init__">(hamilton.lifecycle.default.FunctionInputOutputTypeChecker method)</a>
 </li>
@@ -1873,6 +1891,16 @@
   </tr></table>
 </section>
 
+<section id="U" class="genindex-section">
+  <h2>U</h2>
+  <table style="width: 100%" class="indextable genindextable"><tr>
+    <td style="width: 33%; vertical-align: top;"><ul>
+        <li><a href="../reference/decorators/unpack_fields/#hamilton.function_modifiers.unpack_fields">unpack_fields (class in hamilton.function_modifiers)</a>
+</li>
+    </ul></td>
+  </tr></table>
+</section>
+
 <section id="V" class="genindex-section">
   <h2>V</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
@@ -1989,7 +2017,7 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
@@ -1997,7 +2025,20 @@
             
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/get-started/contributing/index.html b/content/get-started/contributing/index.html
index d5932e90..0ebdd8f5 100644
--- a/content/get-started/contributing/index.html
+++ b/content/get-started/contributing/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="License" href="../license/" /><link rel="prev" title="Learning Resources" href="../learning-resources/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="License" href="../license/" /><link rel="prev" title="Learning Resources" href="../learning-resources/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/get-started/contributing/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -529,16 +544,28 @@ expect contributors to do the same.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="Why use Apache Hamilton?" href="why-hamilton/" /><link rel="prev" title="Welcome to Apache Hamilton" href="../" />
+<link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="Why use Apache Hamilton?" href="why-hamilton/" /><link rel="prev" title="Welcome to Apache Hamilton" href="../" />
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     <link rel="stylesheet" type="text/css" href="../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -587,16 +602,28 @@ It allows you to:</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/get-started/install/index.html b/content/get-started/install/index.html
index bec1bb87..7187ce08 100644
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Your First Dataflow" href="../your-first-dataflow/" /><link rel="prev" title="Why use Apache Hamilton?" href="../why-hamilton/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Your First Dataflow" href="../your-first-dataflow/" /><link rel="prev" title="Why use Apache Hamilton?" href="../why-hamilton/" />
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+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
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 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -557,16 +572,28 @@ pip<span class="w"> </span>install<span class="w"> </span>-e<span class="w"> </s
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/get-started/learning-resources/index.html b/content/get-started/learning-resources/index.html
index 5a7588be..8a26053b 100644
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Contributing" href="../contributing/" /><link rel="prev" title="Your First Dataflow" href="../your-first-dataflow/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Contributing" href="../contributing/" /><link rel="prev" title="Your First Dataflow" href="../your-first-dataflow/" />
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -715,16 +730,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/get-started/license/index.html b/content/get-started/license/index.html
index 70f54224..0bb15680 100644
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Concepts" href="../../concepts/" /><link rel="prev" title="Contributing" href="../contributing/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Concepts" href="../../concepts/" /><link rel="prev" title="Contributing" href="../contributing/" />
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -543,16 +558,28 @@ No user data or potentially sensitive information is or ever will be collected.
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/get-started/why-hamilton/index.html b/content/get-started/why-hamilton/index.html
index fe07ae54..ed1e4e25 100644
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Install" href="../install/" /><link rel="prev" title="Get Started" href="../" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Install" href="../install/" /><link rel="prev" title="Get Started" href="../" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/get-started/why-hamilton/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -673,16 +688,28 @@ to see how to use Apache Hamilton with these systems.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/get-started/your-first-dataflow/index.html b/content/get-started/your-first-dataflow/index.html
index 89a63266..b16ee444 100644
--- a/content/get-started/your-first-dataflow/index.html
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Learning Resources" href="../learning-resources/" /><link rel="prev" title="Install" href="../install/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Learning Resources" href="../learning-resources/" /><link rel="prev" title="Install" href="../install/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/get-started/your-first-dataflow/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -642,16 +657,28 @@ setting the environment variable <code class="docutils literal notranslate"><spa
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/hamilton-ui/index.html b/content/hamilton-ui/index.html
index 902a60a1..394170fe 100644
--- a/content/hamilton-ui/index.html
+++ b/content/hamilton-ui/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="UI Overview" href="ui/" /><link rel="prev" title="pre-commit hooks" href="../how-tos/pre-commit-hooks/" />
+<link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="UI Overview" href="ui/" /><link rel="prev" title="pre-commit hooks" href="../how-tos/pre-commit-hooks/" />
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     <link rel="stylesheet" type="text/css" href="../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -559,16 +574,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/hamilton-ui/ui/index.html b/content/hamilton-ui/ui/index.html
index 51a6b691..924686d0 100644
--- a/content/hamilton-ui/ui/index.html
+++ b/content/hamilton-ui/ui/index.html
@@ -3,8 +3,7 @@
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="IDE extension" href="../../hamilton-vscode/" /><link rel="prev" title="Apache Hamilton UI" href="../" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="IDE extension" href="../../hamilton-vscode/" /><link rel="prev" title="Apache Hamilton UI" href="../" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/hamilton-ui/ui/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
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         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
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diff --git a/content/hamilton-vscode/index.html b/content/hamilton-vscode/index.html
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-    <meta property="article:modified_time" content="2024-07-02T03:57:01+00:00" /><link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="Apache Hamilton VSCode" href="vscode_extension/" /><link rel="prev" title="UI Overview" href="../hamilton-ui/ui/" />
+<link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="Apache Hamilton VSCode" href="vscode_extension/" /><link rel="prev" title="UI Overview" href="../hamilton-ui/ui/" />
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     <link rel="stylesheet" type="text/css" href="../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
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 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -543,16 +558,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jul 02, 2024</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/hamilton-vscode/language_server/index.html b/content/hamilton-vscode/language_server/index.html
index b51f0ccf..37668638 100644
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Integrations" href="../../integrations/" /><link rel="prev" title="Apache Hamilton VSCode" href="../vscode_extension/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Integrations" href="../../integrations/" /><link rel="prev" title="Apache Hamilton VSCode" href="../vscode_extension/" />
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -545,16 +560,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/hamilton-vscode/vscode_extension/index.html b/content/hamilton-vscode/vscode_extension/index.html
index 6b590a4a..5645abaf 100644
--- a/content/hamilton-vscode/vscode_extension/index.html
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Language Server" href="../language_server/" /><link rel="prev" title="IDE extension" href="../" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Language Server" href="../language_server/" /><link rel="prev" title="IDE extension" href="../" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/hamilton-vscode/vscode_extension/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -580,16 +595,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/how-tos/caching-tutorial/index.html b/content/how-tos/caching-tutorial/index.html
index 48e5d045..101eb821 100644
--- a/content/how-tos/caching-tutorial/index.html
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Feature engineering" href="../use-for-feature-engineering/" /><link rel="prev" title="Loading data" href="../load-data/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Feature engineering" href="../use-for-feature-engineering/" /><link rel="prev" title="Loading data" href="../load-data/" />
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
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+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
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-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
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           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
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         </div>
         
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+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="pre-commit hooks" href="../pre-commit-hooks/" /><link rel="prev" title="Wrapping the Driver" href="../wrapping-driver/" />
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+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
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 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
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 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
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@@ -624,16 +639,28 @@
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-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
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           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
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diff --git a/content/how-tos/extensions-autoloading/index.html b/content/how-tos/extensions-autoloading/index.html
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+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Wrapping the Driver" href="../wrapping-driver/" /><link rel="prev" title="Microservice" href="../microservice/" />
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@@ -334,6 +334,7 @@
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 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
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@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -595,16 +610,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
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           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
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         </div>
         
diff --git a/content/how-tos/index.html b/content/how-tos/index.html
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+<link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="Jupyter notebooks" href="use-in-jupyter-notebook/" /><link rel="prev" title="Loading Data" href="../concepts/best-practices/loading-data/" />
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@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
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 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
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@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
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 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
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         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
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           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
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+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Data quality" href="../run-data-quality-checks/" /><link rel="prev" title="Model training" href="../ml-training/" />
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+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -550,16 +565,28 @@ a partial RAG workflow (just missing going to a vector store to get the PDF/cont
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/how-tos/load-data/index.html b/content/how-tos/load-data/index.html
index 59925934..710dc392 100644
--- a/content/how-tos/load-data/index.html
+++ b/content/how-tos/load-data/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Caching" href="../caching-tutorial/" /><link rel="prev" title="Jupyter notebooks" href="../use-in-jupyter-notebook/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Caching" href="../caching-tutorial/" /><link rel="prev" title="Jupyter notebooks" href="../use-in-jupyter-notebook/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/how-tos/load-data/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -534,16 +549,28 @@ In the following example, we’ll show how to use Apache Hamilton to:</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/how-tos/microservice/index.html b/content/how-tos/microservice/index.html
index f04e876b..639352ac 100644
--- a/content/how-tos/microservice/index.html
+++ b/content/how-tos/microservice/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Extension autoloading" href="../extensions-autoloading/" /><link rel="prev" title="Scaling computation" href="../scale-up/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Extension autoloading" href="../extensions-autoloading/" /><link rel="prev" title="Scaling computation" href="../scale-up/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/how-tos/microservice/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -532,16 +547,28 @@ transform/load data, or if you want to execute the same transforms you did in ba
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/how-tos/ml-training/index.html b/content/how-tos/ml-training/index.html
index b077c9ac..ea75314c 100644
--- a/content/how-tos/ml-training/index.html
+++ b/content/how-tos/ml-training/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="LLM workflows" href="../llm-workflows/" /><link rel="prev" title="Feature engineering" href="../use-for-feature-engineering/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="LLM workflows" href="../llm-workflows/" /><link rel="prev" title="Feature engineering" href="../use-for-feature-engineering/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/how-tos/ml-training/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -535,16 +550,28 @@ all the way from feature-engineering through training and inference.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/how-tos/pre-commit-hooks/index.html b/content/how-tos/pre-commit-hooks/index.html
index f5c36dba..a0c20e7c 100644
--- a/content/how-tos/pre-commit-hooks/index.html
+++ b/content/how-tos/pre-commit-hooks/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Apache Hamilton UI" href="../../hamilton-ui/" /><link rel="prev" title="Command line interface" href="../cli-reference/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Apache Hamilton UI" href="../../hamilton-ui/" /><link rel="prev" title="Command line interface" href="../cli-reference/" />
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+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -662,16 +677,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
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-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
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           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
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           </div>
         </div>
         
diff --git a/content/how-tos/run-data-quality-checks/index.html b/content/how-tos/run-data-quality-checks/index.html
index c8615b1b..2b9b9a2d 100644
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+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Lineage + Apache Hamilton" href="../use-hamilton-for-lineage/" /><link rel="prev" title="LLM workflows" href="../llm-workflows/" />
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+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -534,16 +549,28 @@ The goal of this is to show how to use runtime data quality checks in a larger,
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
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         </div>
         
diff --git a/content/how-tos/scale-up/index.html b/content/how-tos/scale-up/index.html
index 29da6bd5..7bcb081c 100644
--- a/content/how-tos/scale-up/index.html
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@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
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+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Microservice" href="../microservice/" /><link rel="prev" title="Lineage + Apache Hamilton" href="../use-hamilton-for-lineage/" />
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@@ -14,6 +13,7 @@
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+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -535,16 +550,28 @@ on larger, distributed datasets (pandas on spark, pyspark map UDFs).</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/how-tos/use-for-feature-engineering/index.html b/content/how-tos/use-for-feature-engineering/index.html
index 9c15ae13..82ced885 100644
--- a/content/how-tos/use-for-feature-engineering/index.html
+++ b/content/how-tos/use-for-feature-engineering/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Model training" href="../ml-training/" /><link rel="prev" title="Caching" href="../caching-tutorial/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Model training" href="../ml-training/" /><link rel="prev" title="Caching" href="../caching-tutorial/" />
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+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -653,16 +668,28 @@ get pushed to Feast. For the online side it varies as to how to integrate the tw
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/how-tos/use-hamilton-for-lineage/index.html b/content/how-tos/use-hamilton-for-lineage/index.html
index 8b8edc63..d4063a14 100644
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Scaling computation" href="../scale-up/" /><link rel="prev" title="Data quality" href="../run-data-quality-checks/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Scaling computation" href="../scale-up/" /><link rel="prev" title="Data quality" href="../run-data-quality-checks/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/how-tos/use-hamilton-for-lineage/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -747,16 +762,28 @@ or be used within your CI/CD system to query, visualize, and otherwise emit line
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/how-tos/use-in-jupyter-notebook/index.html b/content/how-tos/use-in-jupyter-notebook/index.html
index 675ca023..a5b9aca0 100644
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Loading data" href="../load-data/" /><link rel="prev" title="User Guide" href="../" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Loading data" href="../load-data/" /><link rel="prev" title="User Guide" href="../" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/how-tos/use-in-jupyter-notebook/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -733,16 +748,28 @@ pip<span class="w"> </span>install<span class="w"> </span>sf-hamilton
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/how-tos/wrapping-driver/index.html b/content/how-tos/wrapping-driver/index.html
index bbbb98d0..6f4651a5 100644
--- a/content/how-tos/wrapping-driver/index.html
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Command line interface" href="../cli-reference/" /><link rel="prev" title="Extension autoloading" href="../extensions-autoloading/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Command line interface" href="../cli-reference/" /><link rel="prev" title="Extension autoloading" href="../extensions-autoloading/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/how-tos/wrapping-driver/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -550,16 +565,28 @@ Driver APIs with backwards compatibility as much as possible.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/index.html b/content/index.html
index f42f7388..5b3384f8 100644
--- a/content/index.html
+++ b/content/index.html
@@ -3,8 +3,7 @@
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="genindex/" /><link rel="search" title="Search" href="search/" /><link rel="next" title="Get Started" href="get-started/" />
+<link rel="index" title="Index" href="genindex/" /><link rel="search" title="Search" href="search/" /><link rel="next" title="Get Started" href="get-started/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/" />
 
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -687,6 +702,8 @@ Integration with the <a class="reference internal" href="hamilton-ui/"><span cla
 </div>
 <div class="toctree-wrapper compound">
 </div>
+<div class="toctree-wrapper compound">
+</div>
 </section>
 
         </article>
@@ -708,16 +725,28 @@ Integration with the <a class="reference internal" href="hamilton-ui/"><span cla
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/integrations/dbt/index.html b/content/integrations/dbt/index.html
index 17a92758..b4d3efcb 100644
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Code Comparisons" href="../../code-comparisons/" /><link rel="prev" title="Streamlit" href="../streamlit/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Code Comparisons" href="../../code-comparisons/" /><link rel="prev" title="Streamlit" href="../streamlit/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/integrations/dbt/" />
 
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -532,16 +547,28 @@ with a DBT pipeline.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/integrations/dlt/index.html b/content/integrations/dlt/index.html
index 36160616..77dc72c5 100644
--- a/content/integrations/dlt/index.html
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="FastAPI" href="../fastapi/" /><link rel="prev" title="Integrations" href="../" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="FastAPI" href="../fastapi/" /><link rel="prev" title="Integrations" href="../" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/integrations/dlt/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -955,16 +970,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/integrations/fastapi/index.html b/content/integrations/fastapi/index.html
index 62630174..193e02ec 100644
--- a/content/integrations/fastapi/index.html
+++ b/content/integrations/fastapi/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Ibis" href="../ibis/" /><link rel="prev" title="dlt" href="../dlt/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Ibis" href="../ibis/" /><link rel="prev" title="dlt" href="../dlt/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/integrations/fastapi/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -696,16 +711,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/integrations/ibis/index.html b/content/integrations/ibis/index.html
index 5e27183f..20d7d6f4 100644
--- a/content/integrations/ibis/index.html
+++ b/content/integrations/ibis/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Streamlit" href="../streamlit/" /><link rel="prev" title="FastAPI" href="../fastapi/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Streamlit" href="../streamlit/" /><link rel="prev" title="FastAPI" href="../fastapi/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/integrations/ibis/" />
 
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -812,16 +827,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/integrations/index.html b/content/integrations/index.html
index f47a4e70..b2c5709e 100644
--- a/content/integrations/index.html
+++ b/content/integrations/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="dlt" href="dlt/" /><link rel="prev" title="Language Server" href="../hamilton-vscode/language_server/" />
+<link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" /><link rel="next" title="dlt" href="dlt/" /><link rel="prev" title="Language Server" href="../hamilton-vscode/language_server/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/integrations/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -629,16 +644,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/integrations/streamlit/index.html b/content/integrations/streamlit/index.html
index 4fb74529..eafbd227 100644
--- a/content/integrations/streamlit/index.html
+++ b/content/integrations/streamlit/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="dbt" href="../dbt/" /><link rel="prev" title="Ibis" href="../ibis/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="dbt" href="../dbt/" /><link rel="prev" title="Ibis" href="../ibis/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/integrations/streamlit/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -732,16 +747,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/main/index.html b/content/main/index.html
index 52f4a9f1..6744ff3f 100644
--- a/content/main/index.html
+++ b/content/main/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" />
+<link rel="index" title="Index" href="../genindex/" /><link rel="search" title="Search" href="../search/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/main/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -690,16 +705,28 @@ Integration with the <a class="reference internal" href="../hamilton-ui/"><span
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/objects.inv b/content/objects.inv
index 8e300c1c..7c2398d6 100644
Binary files a/content/objects.inv and b/content/objects.inv differ
diff --git a/content/py-modindex/index.html b/content/py-modindex/index.html
index e5a703cd..6e0aff31 100644
--- a/content/py-modindex/index.html
+++ b/content/py-modindex/index.html
@@ -11,6 +11,7 @@
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     <link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=a33697e8" />
     
     
 
@@ -331,6 +332,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reference/decorators/inject/">inject</a></li>
@@ -440,6 +442,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../reference/disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -542,7 +558,7 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
@@ -550,7 +566,20 @@
             
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/caching/caching-logic/index.html b/content/reference/caching/caching-logic/index.html
index d02d095c..d3032cd8 100644
--- a/content/reference/caching/caching-logic/index.html
+++ b/content/reference/caching/caching-logic/index.html
@@ -3,8 +3,7 @@
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Data versioning" href="../data-versioning/" /><link rel="prev" title="Caching" href="../" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Data versioning" href="../data-versioning/" /><link rel="prev" title="Caching" href="../" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/caching/caching-logic/" />
 
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -962,16 +977,28 @@ version the code for these nodes.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/caching/data-versioning/index.html b/content/reference/caching/data-versioning/index.html
index a4823994..4c3bf4eb 100644
--- a/content/reference/caching/data-versioning/index.html
+++ b/content/reference/caching/data-versioning/index.html
@@ -3,8 +3,7 @@
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2024-11-25T16:06:18+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Stores" href="../stores/" /><link rel="prev" title="Caching logic" href="../caching-logic/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Stores" href="../stores/" /><link rel="prev" title="Caching logic" href="../caching-logic/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/caching/data-versioning/" />
 
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -694,16 +709,28 @@ object (recursive).</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Nov 25, 2024</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/caching/index.html b/content/reference/caching/index.html
index 54509113..d0531024 100644
--- a/content/reference/caching/index.html
+++ b/content/reference/caching/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2024-10-03T20:30:04+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Caching logic" href="caching-logic/" /><link rel="prev" title="Custom Driver" href="../drivers/Custom/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Caching logic" href="caching-logic/" /><link rel="prev" title="Custom Driver" href="../drivers/Custom/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/caching/" />
 
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -565,16 +580,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Oct 03, 2024</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/caching/stores/index.html b/content/reference/caching/stores/index.html
index 9926c518..82e41a09 100644
--- a/content/reference/caching/stores/index.html
+++ b/content/reference/caching/stores/index.html
@@ -3,8 +3,7 @@
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-02-11T03:41:05+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="GraphAdapters" href="../../graph-adapters/" /><link rel="prev" title="Data versioning" href="../data-versioning/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="GraphAdapters" href="../../graph-adapters/" /><link rel="prev" title="Data versioning" href="../data-versioning/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/caching/stores/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -984,16 +999,28 @@ If None, a FileResultStore is created with the default path “./.hamilton_cache
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Feb 11, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/dataflows/clear_storage/index.html b/content/reference/dataflows/clear_storage/index.html
index c63f51b0..aaba781c 100644
--- a/content/reference/dataflows/clear_storage/index.html
+++ b/content/reference/dataflows/clear_storage/index.html
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="copy()" href="../copy/" /><link rel="prev" title="Dataflows" href="../" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="copy()" href="../copy/" /><link rel="prev" title="Dataflows" href="../" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/dataflows/clear_storage/" />
 
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -532,16 +547,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
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           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/dataflows/copy/index.html b/content/reference/dataflows/copy/index.html
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="find()" href="../find/" /><link rel="prev" title="clear_storage()" href="../clear_storage/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="find()" href="../find/" /><link rel="prev" title="clear_storage()" href="../clear_storage/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/dataflows/copy/" />
 
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -553,16 +568,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/dataflows/find/index.html b/content/reference/dataflows/find/index.html
index 256679e6..b08cbe11 100644
--- a/content/reference/dataflows/find/index.html
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@@ -3,8 +3,7 @@
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="import_module()" href="../import_module/" /><link rel="prev" title="copy()" href="../copy/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="import_module()" href="../import_module/" /><link rel="prev" title="copy()" href="../copy/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/dataflows/find/" />
 
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -544,16 +559,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/dataflows/import_module/index.html b/content/reference/dataflows/import_module/index.html
index 40c0d18c..ec186537 100644
--- a/content/reference/dataflows/import_module/index.html
+++ b/content/reference/dataflows/import_module/index.html
@@ -3,8 +3,7 @@
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="inspect()" href="../inspect/" /><link rel="prev" title="find()" href="../find/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="inspect()" href="../inspect/" /><link rel="prev" title="find()" href="../find/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/dataflows/import_module/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -562,16 +577,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/dataflows/index.html b/content/reference/dataflows/index.html
index 252425ff..5c1911dd 100644
--- a/content/reference/dataflows/index.html
+++ b/content/reference/dataflows/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="clear_storage()" href="clear_storage/" /><link rel="prev" title="Data Adapters" href="../io/adapter-documentation/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="clear_storage()" href="clear_storage/" /><link rel="prev" title="Data Adapters" href="../io/adapter-documentation/" />
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -546,16 +561,28 @@ and get started quickly with Apache Hamilton.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/dataflows/inspect/index.html b/content/reference/dataflows/inspect/index.html
index 87d38e68..578e4caa 100644
--- a/content/reference/dataflows/inspect/index.html
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+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="inspect_module()" href="../inspect_module/" /><link rel="prev" title="import_module()" href="../import_module/" />
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -557,16 +572,28 @@ It does not get more information because we don’t want to assume we can import
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/dataflows/inspect_module/index.html b/content/reference/dataflows/inspect_module/index.html
index 45628ec8..24360e63 100644
--- a/content/reference/dataflows/inspect_module/index.html
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="install_dependencies_string()" href="../install_dependencies_string/" /><link rel="prev" title="inspect()" href="../inspect/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="install_dependencies_string()" href="../install_dependencies_string/" /><link rel="prev" title="inspect()" href="../inspect/" />
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -554,16 +569,28 @@ we can put it into a Hamilton driver and ask questions of it.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/dataflows/install_dependencies_string/index.html b/content/reference/dataflows/install_dependencies_string/index.html
index 338731a3..45a95093 100644
--- a/content/reference/dataflows/install_dependencies_string/index.html
+++ b/content/reference/dataflows/install_dependencies_string/index.html
@@ -3,8 +3,7 @@
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="latest_commit()" href="../latest_commit/" /><link rel="prev" title="inspect_module()" href="../inspect_module/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="latest_commit()" href="../latest_commit/" /><link rel="prev" title="inspect_module()" href="../inspect_module/" />
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -544,16 +559,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/dataflows/latest_commit/index.html b/content/reference/dataflows/latest_commit/index.html
index a85708c9..c47b0426 100644
--- a/content/reference/dataflows/latest_commit/index.html
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+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="list()" href="../list/" /><link rel="prev" title="install_dependencies_string()" href="../install_dependencies_string/" />
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
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 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
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-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
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-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
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           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/dataflows/list/index.html b/content/reference/dataflows/list/index.html
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="pull_module()" href="../pull_module/" /><link rel="prev" title="latest_commit()" href="../latest_commit/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="pull_module()" href="../pull_module/" /><link rel="prev" title="latest_commit()" href="../latest_commit/" />
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
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 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -543,16 +558,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
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         </div>
         
diff --git a/content/reference/dataflows/pull_module/index.html b/content/reference/dataflows/pull_module/index.html
index f02074c3..47830b54 100644
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-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Telemetry" href="../../disabling-telemetry/" /><link rel="prev" title="list()" href="../list/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Telemetry" href="../../disabling-telemetry/" /><link rel="prev" title="list()" href="../list/" />
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
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 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -551,16 +566,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
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         </div>
         
diff --git a/content/reference/decorators/check_output/index.html b/content/reference/decorators/check_output/index.html
index 86014e68..54e73caf 100644
--- a/content/reference/decorators/check_output/index.html
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="config.when*" href="../config_when/" /><link rel="prev" title="Decorators" href="../" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="config.when*" href="../config_when/" /><link rel="prev" title="Decorators" href="../" />
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -776,16 +791,28 @@ following function will <em>fail</em> validation:</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/decorators/config_when/index.html b/content/reference/decorators/config_when/index.html
index 35b4367f..7cbdecab 100644
--- a/content/reference/decorators/config_when/index.html
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2024-10-09T19:49:03+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="dataloader" href="../dataloader/" /><link rel="prev" title="check_output*" href="../check_output/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="dataloader" href="../dataloader/" /><link rel="prev" title="check_output*" href="../check_output/" />
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -619,16 +634,28 @@ and error in Hamilton (for example missing type hints).</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Oct 09, 2024</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
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+              
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         </div>
         
diff --git a/content/reference/decorators/dataloader/index.html b/content/reference/decorators/dataloader/index.html
index 9a38e393..e8a7fb78 100644
--- a/content/reference/decorators/dataloader/index.html
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@@ -3,8 +3,7 @@
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="datasaver" href="../datasaver/" /><link rel="prev" title="config.when*" href="../config_when/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="datasaver" href="../datasaver/" /><link rel="prev" title="config.when*" href="../config_when/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/dataloader/" />
 
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2 current current-page"><a class="current reference internal" href="#">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -592,16 +607,28 @@ the first part of the tuple that the first returns.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
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diff --git a/content/reference/decorators/datasaver/index.html b/content/reference/decorators/datasaver/index.html
index 8db25f4f..9bec6f36 100644
--- a/content/reference/decorators/datasaver/index.html
+++ b/content/reference/decorators/datasaver/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="does" href="../does/" /><link rel="prev" title="dataloader" href="../dataloader/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="does" href="../does/" /><link rel="prev" title="dataloader" href="../dataloader/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/datasaver/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2 current current-page"><a class="current reference internal" href="#">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -585,16 +600,28 @@ out by the Hamilton Tracker for the Hamilton UI or other adapters.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
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           </div>
         </div>
         
diff --git a/content/reference/decorators/does/index.html b/content/reference/decorators/does/index.html
index 5866abe4..db4ea68a 100644
--- a/content/reference/decorators/does/index.html
+++ b/content/reference/decorators/does/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="extract_columns" href="../extract_columns/" /><link rel="prev" title="datasaver" href="../datasaver/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="unpack_fields" href="../unpack_fields/" /><link rel="prev" title="datasaver" href="../datasaver/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/does/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
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     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2 current current-page"><a class="current reference internal" href="#">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -572,12 +587,12 @@ Right now this has a very strict validation requirements to make compliance with
       <footer>
         
         <div class="related-pages">
-          <a class="next-page" href="../extract_columns/">
+          <a class="next-page" href="../unpack_fields/">
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                 <div class="context">
                   <span>Next</span>
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-                <div class="title">extract_columns</div>
+                <div class="title">unpack_fields</div>
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             </a>
@@ -596,16 +611,28 @@ Right now this has a very strict validation requirements to make compliance with
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
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           <div class="right-details">
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+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/decorators/extract_columns/index.html b/content/reference/decorators/extract_columns/index.html
index c2c3da1a..89fc60d2 100644
--- a/content/reference/decorators/extract_columns/index.html
+++ b/content/reference/decorators/extract_columns/index.html
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   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="extract_fields" href="../extract_fields/" /><link rel="prev" title="does" href="../does/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="extract_fields" href="../extract_fields/" /><link rel="prev" title="unpack_fields" href="../unpack_fields/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/extract_columns/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2 current current-page"><a class="current reference internal" href="#">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -564,14 +579,14 @@ asterisk like this:</p>
               </div>
               <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
             </a>
-          <a class="prev-page" href="../does/">
+          <a class="prev-page" href="../unpack_fields/">
               <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
               <div class="page-info">
                 <div class="context">
                   <span>Previous</span>
                 </div>
                 
-                <div class="title">does</div>
+                <div class="title">unpack_fields</div>
                 
               </div>
             </a>
@@ -579,16 +594,28 @@ asterisk like this:</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/decorators/extract_fields/index.html b/content/reference/decorators/extract_fields/index.html
index 7c010e99..38e20fc5 100644
--- a/content/reference/decorators/extract_fields/index.html
+++ b/content/reference/decorators/extract_fields/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="inject" href="../inject/" /><link rel="prev" title="extract_columns" href="../extract_columns/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="inject" href="../inject/" /><link rel="prev" title="extract_columns" href="../extract_columns/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/extract_fields/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2 current current-page"><a class="current reference internal" href="#">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -570,16 +585,28 @@ compilation to ensure downstream uses are expecting the right type.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/decorators/index.html b/content/reference/decorators/index.html
index 511a32d5..df472239 100644
--- a/content/reference/decorators/index.html
+++ b/content/reference/decorators/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="check_output*" href="check_output/" /><link rel="prev" title="Meet-ups" href="../../community/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="check_output*" href="check_output/" /><link rel="prev" title="Meet-ups" href="../../community/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -529,6 +544,10 @@ or via a <a class="reference external" href="https://github.com/apache/hamilton/
 <li class="toctree-l2"><a class="reference internal" href="does/#hamilton.function_modifiers.does"><code class="docutils literal notranslate"><span class="pre">does</span></code></a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="unpack_fields/">unpack_fields</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="unpack_fields/#hamilton.function_modifiers.unpack_fields"><code class="docutils literal notranslate"><span class="pre">unpack_fields</span></code></a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="extract_columns/">extract_columns</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="extract_columns/#hamilton.function_modifiers.extract_columns"><code class="docutils literal notranslate"><span class="pre">extract_columns</span></code></a></li>
 </ul>
@@ -643,16 +662,28 @@ or via a <a class="reference external" href="https://github.com/apache/hamilton/
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/decorators/inject/index.html b/content/reference/decorators/inject/index.html
index 2915f273..aafe7876 100644
--- a/content/reference/decorators/inject/index.html
+++ b/content/reference/decorators/inject/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="load_from" href="../load_from/" /><link rel="prev" title="extract_fields" href="../extract_fields/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="load_from" href="../load_from/" /><link rel="prev" title="extract_fields" href="../extract_fields/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/inject/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2 current current-page"><a class="current reference internal" href="#">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -567,16 +582,28 @@ This is the same as the input mapping in <cite>&#64;parameterize</cite>.</p>
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diff --git a/content/reference/decorators/load_from/index.html b/content/reference/decorators/load_from/index.html
index 1c08561a..710ee5b9 100644
--- a/content/reference/decorators/load_from/index.html
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
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+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="parameterize" href="../parameterize/" /><link rel="prev" title="inject" href="../inject/" />
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@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
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+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
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 <ul>
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@@ -602,16 +617,28 @@ to make this discoverable.</p>
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+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
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           <div class="right-details">
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+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
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+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
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+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
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diff --git a/content/reference/decorators/parameterize/index.html b/content/reference/decorators/parameterize/index.html
index 19e6d046..9044d578 100644
--- a/content/reference/decorators/parameterize/index.html
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+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="parameterize_extract_columns" href="../parameterize_extract_columns/" /><link rel="prev" title="load_from" href="../load_from/" />
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@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
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+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
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+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
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 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -708,16 +723,28 @@ dep=group(source(“foo”), source(“bar”)) for the function:</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
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+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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-            <div class="last-updated">
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+            
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           <div class="right-details">
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+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
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+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
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+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
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diff --git a/content/reference/decorators/parameterize_extract_columns/index.html b/content/reference/decorators/parameterize_extract_columns/index.html
index 501e826c..e05376db 100644
--- a/content/reference/decorators/parameterize_extract_columns/index.html
+++ b/content/reference/decorators/parameterize_extract_columns/index.html
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+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="parameterize_frame" href="../parameterize_frame/" /><link rel="prev" title="parameterize" href="../parameterize/" />
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@@ -14,6 +13,7 @@
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+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
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 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -568,16 +583,28 @@ but the plan is to extend it to fields as well…</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
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           <div class="right-details">
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+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
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diff --git a/content/reference/decorators/parameterize_frame/index.html b/content/reference/decorators/parameterize_frame/index.html
index 8302eef9..77c0cdfe 100644
--- a/content/reference/decorators/parameterize_frame/index.html
+++ b/content/reference/decorators/parameterize_frame/index.html
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+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="parameterize_sources" href="../parameterize_sources/" /><link rel="prev" title="parameterize_extract_columns" href="../parameterize_extract_columns/" />
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@@ -14,6 +13,7 @@
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+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
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+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
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diff --git a/content/reference/decorators/parameterize_sources/index.html b/content/reference/decorators/parameterize_sources/index.html
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+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="parameterized_subdag" href="../parameterize_subdag/" /><link rel="prev" title="parameterize_frame" href="../parameterize_frame/" />
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@@ -334,6 +334,7 @@
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 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
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+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
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+</ul>
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 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -599,16 +614,28 @@ values that are templatized with the input parameter names, and the reserved val
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+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
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diff --git a/content/reference/decorators/parameterize_subdag/index.html b/content/reference/decorators/parameterize_subdag/index.html
index 212c4b09..aab5ce0a 100644
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+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="parameterize_values" href="../parameterize_values/" /><link rel="prev" title="parameterize_sources" href="../parameterize_sources/" />
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@@ -334,6 +334,7 @@
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 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
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+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
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+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
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 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -606,16 +621,28 @@ the case of parameterization)</p>
         <div class="bottom-of-page">
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+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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-              Last updated on Dec 12, 2024</div>
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           <div class="right-details">
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+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
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+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
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diff --git a/content/reference/decorators/parameterize_values/index.html b/content/reference/decorators/parameterize_values/index.html
index 7b046904..d2c129b0 100644
--- a/content/reference/decorators/parameterize_values/index.html
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+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="pipe family" href="../pipe/" /><link rel="prev" title="parameterized_subdag" href="../parameterize_subdag/" />
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+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
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+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
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+</ul>
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 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -590,16 +605,28 @@ corresponds to a function in which the parameter value is replaced by that <em>s
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
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           <div class="right-details">
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+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
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+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
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diff --git a/content/reference/decorators/pipe/index.html b/content/reference/decorators/pipe/index.html
index 572b2006..a2bebf1f 100644
--- a/content/reference/decorators/pipe/index.html
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+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="resolve" href="../resolve/" /><link rel="prev" title="parameterize_values" href="../parameterize_values/" />
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@@ -14,6 +13,7 @@
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@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
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+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
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 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -908,16 +923,28 @@ The following would mutate all columns of <em>A</em> individually while in the c
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/decorators/resolve/index.html b/content/reference/decorators/resolve/index.html
index 98ed60dd..12a8503e 100644
--- a/content/reference/decorators/resolve/index.html
+++ b/content/reference/decorators/resolve/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-01-13T18:54:56+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="save_to" href="../save_to/" /><link rel="prev" title="pipe family" href="../pipe/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="save_to" href="../save_to/" /><link rel="prev" title="pipe family" href="../pipe/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/resolve/" />
 
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -639,16 +654,28 @@ compile time, E.G. when the driver is instantiated.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jan 13, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/decorators/save_to/index.html b/content/reference/decorators/save_to/index.html
index 3c5c16ed..fc9dc821 100644
--- a/content/reference/decorators/save_to/index.html
+++ b/content/reference/decorators/save_to/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="subdag" href="../subdag/" /><link rel="prev" title="resolve" href="../resolve/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="subdag" href="../subdag/" /><link rel="prev" title="resolve" href="../resolve/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/save_to/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -585,16 +600,28 @@ ad-hoc/decoupled manner.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/decorators/schema/index.html b/content/reference/decorators/schema/index.html
index 5ac79227..8076af74 100644
--- a/content/reference/decorators/schema/index.html
+++ b/content/reference/decorators/schema/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2024-10-03T20:30:04+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="tag*" href="../tag/" /><link rel="prev" title="subdag" href="../subdag/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="tag*" href="../tag/" /><link rel="prev" title="subdag" href="../subdag/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/schema/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -565,16 +580,28 @@ rely on the tags created by this decorator (which is why they are prefixed with
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Oct 03, 2024</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/decorators/subdag/index.html b/content/reference/decorators/subdag/index.html
index a345863d..a24469d6 100644
--- a/content/reference/decorators/subdag/index.html
+++ b/content/reference/decorators/subdag/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2024-12-12T17:31:18+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="schema" href="../schema/" /><link rel="prev" title="save_to" href="../save_to/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="schema" href="../schema/" /><link rel="prev" title="save_to" href="../save_to/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/subdag/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -598,16 +613,28 @@ differentiate and clarify the inputs to the subdag.</p></li>
         <div class="bottom-of-page">
           <div class="left-details">
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+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
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-            <div class="last-updated">
-              Last updated on Dec 12, 2024</div>
+            
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-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
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diff --git a/content/reference/decorators/tag/index.html b/content/reference/decorators/tag/index.html
index 479706bd..7c309933 100644
--- a/content/reference/decorators/tag/index.html
+++ b/content/reference/decorators/tag/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2024-10-03T20:30:04+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="with_columns" href="../with_columns/" /><link rel="prev" title="schema" href="../schema/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="with_columns" href="../with_columns/" /><link rel="prev" title="schema" href="../schema/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/tag/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
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+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -633,16 +648,28 @@ annotate it with the value <cite>Union[str, List[str]]</cite>.</p></li>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
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             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Oct 03, 2024</div>
+            
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           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
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diff --git a/content/reference/decorators/extract_columns/index.html b/content/reference/decorators/unpack_fields/index.html
similarity index 81%
copy from content/reference/decorators/extract_columns/index.html
copy to content/reference/decorators/unpack_fields/index.html
index c2c3da1a..8bc9f788 100644
--- a/content/reference/decorators/extract_columns/index.html
+++ b/content/reference/decorators/unpack_fields/index.html
@@ -3,17 +3,17 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="extract_fields" href="../extract_fields/" /><link rel="prev" title="does" href="../does/" />
-        <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/extract_columns/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="extract_columns" href="../extract_columns/" /><link rel="prev" title="does" href="../does/" />
+        <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/unpack_fields/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
-        <title>extract_columns - Hamilton</title>
+        <title>unpack_fields - Hamilton</title>
       <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=8f2a1f02" />
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+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,7 +334,8 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
-<li class="toctree-l2 current current-page"><a class="current reference internal" href="#">extract_columns</a></li>
+<li class="toctree-l2 current current-page"><a class="current reference internal" href="#">unpack_fields</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../load_from/">load_from</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -469,12 +484,12 @@
         </a>
         <div class="content-icon-container">
           <div class="view-this-page">
-  <a class="muted-link" href="https://github.com/apache/hamilton/blob/main/docs/reference/decorators/extract_columns.rst?plain=true" title="View this page">
+  <a class="muted-link" href="https://github.com/apache/hamilton/blob/main/docs/reference/decorators/unpack_fields.rst?plain=true" title="View this page">
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 </div><div class="edit-this-page">
-  <a class="muted-link" href="https://github.com/apache/hamilton/edit/main/docs/reference/decorators/extract_columns.rst" title="Edit this page">
+  <a class="muted-link" href="https://github.com/apache/hamilton/edit/main/docs/reference/decorators/unpack_fields.rst" title="Edit this page">
     <svg><use href="#svg-pencil"></use></svg>
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   </a>
@@ -493,57 +508,64 @@
           </label>
         </div>
         <article role="main" id="furo-main-content">
-          <section id="extract-columns">
-<h1>extract_columns<a class="headerlink" href="#extract-columns" title="Link to this heading">¶</a></h1>
-<p>This works on a function that outputs a dataframe, that we want to extract the columns from and make them individually
-available for consumption. So it expands a single function into <cite>n functions</cite>, each of which take in the output
-dataframe and output a specific column as named in the <code class="docutils literal notranslate"><span class="pre">extract_columns</span></code> decorator.</p>
+          <section id="unpack-fields">
+<h1>unpack_fields<a class="headerlink" href="#unpack-fields" title="Link to this heading">¶</a></h1>
+<p>This decorator works on a function that outputs a tuple and unpacks its elements to make them individually available for consumption. Essentially, it expands the original function into n separate functions, each of which takes the original output tuple and, in return, outputs a specific field based on the index supplied to the <code class="docutils literal notranslate"><span class="pre">unpack_fields</span></code> decorator.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">pandas</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">pd</span>
-<span class="kn">from</span><span class="w"> </span><span class="nn">hamilton.function_modifiers</span><span class="w"> </span><span class="kn">import</span> <span class="n">extract_columns</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">hamilton.function_modifiers</span><span class="w"> </span><span class="kn">import</span> <span class="n">unpack_fields</span>
 
-<span class="nd">@extract_columns</span><span class="p">(</span><span class="s1">&#39;fiscal_date&#39;</span><span class="p">,</span> <span class="s1">&#39;fiscal_week_name&#39;</span><span class="p">,</span> <span class="s1">&#39;fiscal_month&#39;</span><span class="p">,</span> <span class="s1">&#39;fiscal_quarter&#39;</span><span class="p">,</span> <span class="s1">&#39;fiscal_year&#39;</span><span class="p">)</span>
-<span class="k">def</span><span class="w"> </span><span class="nf">fiscal_columns</span><span class="p">(</span><span class="n">date_index</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">,</span> <span class="n">fiscal_dates</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span [...]
-<span class="w">    </span><span class="sd">&quot;&quot;&quot;Extracts the fiscal column data.</span>
-<span class="sd">    We want to ensure that it has the same spine as date_index.</span>
-<span class="sd">    :param fiscal_dates: the input dataframe to extract.</span>
-<span class="sd">    :return:</span>
-<span class="sd">    &quot;&quot;&quot;</span>
-    <span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">({</span><span class="s1">&#39;date_index&#39;</span><span class="p">:</span> <span class="n">date_index</span><span class="p">},</span> <span class="n">index</span><span class="o">=</span><span class="n">date_index</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
-    <span class="n">merged</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">fiscal_dates</span><span class="p">,</span> <span class="n">how</span><span class="o">=</span><span class="s1">&#39;inner&#39;</span><span class="p">)</span>
-    <span class="k">return</span> <span class="n">merged</span>
+<span class="nd">@unpack_fields</span><span class="p">(</span><span class="s1">&#39;X_train&#39;</span><span class="p">,</span> <span class="s1">&#39;X_test&#39;</span><span class="p">,</span> <span class="s1">&#39;y_train&#39;</span><span class="p">,</span> <span class="s1">&#39;y_test&#39;</span><span class="p">)</span>
+<span class="k">def</span><span class="w"> </span><span class="nf">train_test_split_func</span><span class="p">(</span>
+    <span class="n">feature_matrix</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span>
+    <span class="n">target</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span>
+    <span class="n">test_size_fraction</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span>
+    <span class="n">shuffle_train_test_split</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</ [...]
+    <span class="o">...</span>  <span class="c1"># Calculate the train-test split</span>
+    <span class="k">return</span> <span class="n">X_train</span><span class="p">,</span> <span class="n">X_test</span><span class="p">,</span> <span class="n">y_train</span><span class="p">,</span> <span class="n">y_test</span>
 </pre></div>
 </div>
-<p>Note: if you have a list of columns to extract, then when you call <code class="docutils literal notranslate"><span class="pre">&#64;extract_columns</span></code> you should call it with an
-asterisk like this:</p>
+<p>The arguments to the decorator not only represent the names of the resulting fields but also determine their position in the output tuple. This means you can choose to unpack a subset of the fields or declare an indeterminate number of fields — as long as the number of requested fields does not exceed the number of elements in the output tuple.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">pandas</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">pd</span>
-<span class="kn">from</span><span class="w"> </span><span class="nn">hamilton.function_modifiers</span><span class="w"> </span><span class="kn">import</span> <span class="n">extract_columns</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">hamilton.function_modifiers</span><span class="w"> </span><span class="kn">import</span> <span class="n">unpack_fields</span>
 
-<span class="nd">@extract_columns</span><span class="p">(</span><span class="o">*</span><span class="n">my_list_of_column_names</span><span class="p">)</span>
-<span class="k">def</span><span class="w"> </span><span class="nf">my_func</span><span class="p">(</span><span class="o">...</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
-<span class="w">   </span><span class="sd">&quot;&quot;&quot;...&quot;&quot;&quot;</span>
+<span class="nd">@unpack_fields</span><span class="p">(</span><span class="s1">&#39;X_train&#39;</span><span class="p">,</span> <span class="s1">&#39;X_test&#39;</span><span class="p">,</span> <span class="s1">&#39;y_train&#39;</span><span class="p">,</span> <span class="s1">&#39;y_test&#39;</span><span class="p">)</span>
+<span class="k">def</span><span class="w"> </span><span class="nf">train_test_split_func</span><span class="p">(</span>
+    <span class="n">feature_matrix</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span>
+    <span class="n">target</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span>
+    <span class="n">test_size_fraction</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span>
+    <span class="n">shuffle_train_test_split</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span> <span class="o">...</span><span class="p">]:</span>  <span class="c1"># indeterminate number of fields</span>
+    <span class="o">...</span>  <span class="c1"># Calculate the train-test split</span>
+    <span class="k">return</span> <span class="n">X_train</span><span class="p">,</span> <span class="n">X_test</span><span class="p">,</span> <span class="n">y_train</span><span class="p">,</span> <span class="n">y_test</span>
 </pre></div>
 </div>
 <hr class="docutils" />
 <p><strong>Reference Documentation</strong></p>
 <dl class="py class">
-<dt class="sig sig-object py" id="hamilton.function_modifiers.extract_columns">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">hamilton.function_modifiers.</span></span><span class="sig-name descname"><span class="pre">extract_columns</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">columns</span></span><span class="p"><span class="pre">:</span></span><sp [...]
-<dd><dl class="py method">
-<dt class="sig sig-object py" id="hamilton.function_modifiers.extract_columns.__init__">
-<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">columns</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w">  [...]
-<dd><p>Constructor for a modifier that expands a single function into the following nodes:</p>
+<dt class="sig sig-object py" id="hamilton.function_modifiers.unpack_fields">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">hamilton.function_modifiers.</span></span><span class="sig-name descname"><span class="pre">unpack_fields</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">fields</span></span><span class="p"><span class="pre">:</span></span><span  [...]
+<dd><p>Unpacks fields from a tuple output.</p>
+<p>Expands a single function into the following nodes:</p>
 <ul class="simple">
-<li><p>n functions, each of which take in the original dataframe and output a specific column</p></li>
-<li><p>1 function that outputs the original dataframe</p></li>
+<li><p>1 function that outputs the original tuple</p></li>
+<li><p>n functions, each of which take in the original tuple and output a specific field</p></li>
 </ul>
+<p>The decorated function must have an return type of either <cite>tuple</cite> (python 3.9+) or
+<cite>typing.Tuple</cite>, and must specify either:
+- An explicit length tuple (e.g.`tuple[int, str]`, <cite>typing.Tuple[int, str]</cite>)
+- An indeterminate length tuple (e.g. <cite>tuple[int, …]</cite>, <cite>typing.Tuple[int, …]</cite>)</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>columns</strong> – Columns to extract, that can be a list of tuples of (name, documentation) or just names.</p></li>
-<li><p><strong>fill_with</strong> – If you want to extract a column that doesn’t exist, do you want to fill it with a default         value? Or do you want to error out? Leave empty/None to error out, set fill_value to dynamically create a         column.</p></li>
-</ul>
+<dd class="field-odd"><p><strong>fields</strong> – Fields to unpack from the return value of the decorated function.</p>
 </dd>
 </dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="hamilton.function_modifiers.unpack_fields.__init__">
+<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">fields</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#hamilton.function_modifiers.unpack_fields.__init__" title="Link to this d [...]
+<dd><p>Initializes the node transformer to only allow a single node to be transformed.
+Note this passes target=None to the superclass, which means that it will only
+apply to the ‘sink’ nodes produced.</p>
 </dd></dl>
 
 </dd></dl>
@@ -555,12 +577,12 @@ asterisk like this:</p>
       <footer>
         
         <div class="related-pages">
-          <a class="next-page" href="../extract_fields/">
+          <a class="next-page" href="../extract_columns/">
               <div class="page-info">
                 <div class="context">
                   <span>Next</span>
                 </div>
-                <div class="title">extract_fields</div>
+                <div class="title">extract_columns</div>
               </div>
               <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
             </a>
@@ -579,16 +601,28 @@ asterisk like this:</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
@@ -606,9 +640,9 @@ asterisk like this:</p>
         <div class="toc-tree-container">
           <div class="toc-tree">
             <ul>
-<li><a class="reference internal" href="#">extract_columns</a><ul>
-<li><a class="reference internal" href="#hamilton.function_modifiers.extract_columns"><code class="docutils literal notranslate"><span class="pre">extract_columns</span></code></a><ul>
-<li><a class="reference internal" href="#hamilton.function_modifiers.extract_columns.__init__"><code class="docutils literal notranslate"><span class="pre">extract_columns.__init__()</span></code></a></li>
+<li><a class="reference internal" href="#">unpack_fields</a><ul>
+<li><a class="reference internal" href="#hamilton.function_modifiers.unpack_fields"><code class="docutils literal notranslate"><span class="pre">unpack_fields</span></code></a><ul>
+<li><a class="reference internal" href="#hamilton.function_modifiers.unpack_fields.__init__"><code class="docutils literal notranslate"><span class="pre">unpack_fields.__init__()</span></code></a></li>
 </ul>
 </li>
 </ul>
diff --git a/content/reference/decorators/with_columns/index.html b/content/reference/decorators/with_columns/index.html
index e33fc4b0..3e1f5967 100644
--- a/content/reference/decorators/with_columns/index.html
+++ b/content/reference/decorators/with_columns/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Drivers" href="../../drivers/" /><link rel="prev" title="tag*" href="../tag/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Drivers" href="../../drivers/" /><link rel="prev" title="tag*" href="../tag/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/decorators/with_columns/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -919,16 +934,28 @@ instead.</p></li>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/disabling-telemetry/index.html b/content/reference/disabling-telemetry/index.html
index f6b36b62..1cc97ddc 100644
--- a/content/reference/disabling-telemetry/index.html
+++ b/content/reference/disabling-telemetry/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="prev" title="pull_module()" href="../dataflows/pull_module/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="ASF" href="../../asf/" /><link rel="prev" title="pull_module()" href="../dataflows/pull_module/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/disabling-telemetry/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1 current current-page"><a class="current reference internal" href="#">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -526,7 +541,15 @@
       <footer>
         
         <div class="related-pages">
-          
+          <a class="next-page" href="../../asf/">
+              <div class="page-info">
+                <div class="context">
+                  <span>Next</span>
+                </div>
+                <div class="title">ASF</div>
+              </div>
+              <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+            </a>
           <a class="prev-page" href="../dataflows/pull_module/">
               <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
               <div class="page-info">
@@ -542,16 +565,28 @@
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/drivers/AsyncDriver/index.html b/content/reference/drivers/AsyncDriver/index.html
index 18f23a92..fc97df84 100644
--- a/content/reference/drivers/AsyncDriver/index.html
+++ b/content/reference/drivers/AsyncDriver/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Custom Driver" href="../Custom/" /><link rel="prev" title="Builder" href="../Driver/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Custom Driver" href="../Custom/" /><link rel="prev" title="Builder" href="../Driver/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/drivers/AsyncDriver/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -724,16 +739,28 @@ The generated nodes can be referenced by name in <cite>.execute()</cite></p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/drivers/Custom/index.html b/content/reference/drivers/Custom/index.html
index 3c0ec898..ff0672d6 100644
--- a/content/reference/drivers/Custom/index.html
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Caching" href="../../caching/" /><link rel="prev" title="AsyncDriver" href="../AsyncDriver/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Caching" href="../../caching/" /><link rel="prev" title="AsyncDriver" href="../AsyncDriver/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/drivers/Custom/" />
 
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -528,16 +543,28 @@ or via a <a class="reference external" href="https://github.com/apache/hamilton/
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/drivers/Driver/index.html b/content/reference/drivers/Driver/index.html
index 6bca1e12..b0ac5ea3 100644
--- a/content/reference/drivers/Driver/index.html
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@@ -3,8 +3,7 @@
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     <meta name="viewport" content="width=device-width,initial-scale=1"/>
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-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="AsyncDriver" href="../AsyncDriver/" /><link rel="prev" title="Drivers" href="../" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="AsyncDriver" href="../AsyncDriver/" /><link rel="prev" title="Drivers" href="../" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/drivers/Driver/" />
 
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@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -1592,16 +1607,28 @@ well as parallel execution/dynamic spawning of nodes.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/drivers/index.html b/content/reference/drivers/index.html
index 57c704db..0b9c8697 100644
--- a/content/reference/drivers/index.html
+++ b/content/reference/drivers/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Builder" href="Driver/" /><link rel="prev" title="with_columns" href="../decorators/with_columns/" />
+<link rel="index" title="Index" href="../../genindex/" /><link rel="search" title="Search" href="../../search/" /><link rel="next" title="Builder" href="Driver/" /><link rel="prev" title="with_columns" href="../decorators/with_columns/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/drivers/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../asf/">ASF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of ASF</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/">Apache Software Foundation</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/licenses/">License</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/events/current-event.html">Events</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/security/">Security</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+<li class="toctree-l2"><a class="reference external" href="https://www.apache.org/foundation/policies/conduct.html">Code of Conduct</a></li>
+</ul>
+</li>
+</ul>
 <p class="caption" role="heading"><span class="caption-text">EXTERNAL RESOURCES</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference external" href="https://github.com/apache/hamilton">GitHub</a></li>
@@ -618,16 +633,28 @@ that particular node.</p>
         <div class="bottom-of-page">
           <div class="left-details">
             <div class="copyright">
-                Copyright &#169; 
+                Copyright &#169; The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
             </div>
             Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
             
             <a href="https://github.com/pradyunsg/furo">Furo</a>
-            <div class="last-updated">
-              Last updated on Jun 23, 2025</div>
+            
           </div>
           <div class="right-details">
-            
+            <div class="icons">
+              <a class="muted-link " href="https://incubator.apache.org/" aria-label="Apache Stuff">
+<div class="apache-footer">
+    <img width="200" src="/_static/apache-incubator-logo.svg" alt="Apache Incubator Logo" class="apache-incubator-logo">
+    <div class="apache-notice">
+        <p>Apache Hamilton is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that [...]
+    </div>
+    <div class="apache-copyright">
+        <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.</p>
+    </div>
+</div>
+</a>
+              
+            </div>
           </div>
         </div>
         
diff --git a/content/reference/graph-adapters/AsyncGraphAdapter/index.html b/content/reference/graph-adapters/AsyncGraphAdapter/index.html
index e7ecb7a6..449bd8b5 100644
--- a/content/reference/graph-adapters/AsyncGraphAdapter/index.html
+++ b/content/reference/graph-adapters/AsyncGraphAdapter/index.html
@@ -3,8 +3,7 @@
   <head><meta charset="utf-8"/>
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <meta property="article:modified_time" content="2025-06-23T04:04:22+00:00" /><link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="h_threadpool.FutureAdapter" href="../ThreadPoolFutureAdapter/" /><link rel="prev" title="HamiltonGraphAdapter" href="../HamiltonGraphAdapter/" />
+<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="h_threadpool.FutureAdapter" href="../ThreadPoolFutureAdapter/" /><link rel="prev" title="HamiltonGraphAdapter" href="../HamiltonGraphAdapter/" />
         <link rel="canonical" href="https://hamilton.staged.apache.org/reference/graph-adapters/AsyncGraphAdapter/" />
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2024.08.06 -->
@@ -14,6 +13,7 @@
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     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo-extensions.css?v=302659d7" />
     <link rel="stylesheet" type="text/css" href="../../../_static/testimonials.css?v=bd684830" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=a33697e8" />
     
     
 
@@ -334,6 +334,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/dataloader/">dataloader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/datasaver/">datasaver</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/does/">does</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../decorators/unpack_fields/">unpack_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_columns/">extract_columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/extract_fields/">extract_fields</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../decorators/inject/">inject</a></li>
@@ -443,6 +444,20 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../disabling-telemetry/">Telemetry</a></li>
 </ul>
+<p class="caption" role="heading"><span class="caption-text">ASF</span></p>
+<ul>
... 4171 lines suppressed ...