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Posted to github@beam.apache.org by "charlespnh (via GitHub)" <gi...@apache.org> on 2025/08/29 15:26:33 UTC
[PR] [YAML] Fraud Detection Workflow Example [beam]
charlespnh opened a new pull request, #36012:
URL: https://github.com/apache/beam/pull/36012
Part of the larger effort https://github.com/apache/beam/issues/35068 and https://github.com/apache/beam/issues/35072 to add more YAML example pipelines.
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Re: [PR] [YAML] Fraud Detection Workflow Example [beam]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #36012:
URL: https://github.com/apache/beam/pull/36012#issuecomment-3237683272
Assigning reviewers:
R: @damccorm for label python.
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Re: [PR] [YAML] Fraud Detection Workflow Example [beam]
Posted by "damccorm (via GitHub)" <gi...@apache.org>.
damccorm commented on PR #36012:
URL: https://github.com/apache/beam/pull/36012#issuecomment-3237740872
R: @chamikaramj
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Re: [PR] [YAML] Fraud Detection MLOps Workflow Example [beam]
Posted by "charlespnh (via GitHub)" <gi...@apache.org>.
charlespnh commented on code in PR #36012:
URL: https://github.com/apache/beam/pull/36012#discussion_r2314612774
##########
sdks/python/apache_beam/yaml/examples/transforms/ml/fraud_detection/fraud_detection_mlops_beam_yaml_sdk.ipynb:
##########
@@ -0,0 +1,1329 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "source": [
+ "# @title ###### Licensed to the Apache Software Foundation (ASF), Version 2.0 (the \"License\")\n",
Review Comment:
> Is it possible to add the YAML pipeline as a separate file as well with instructions for running similar to other examples ?
I've given a lot of thought about this: The workflow is pretty complex with model training and several pipelines and custom transforms. I thought it makes more sense to place all these parts in a notebook so people can follow the example easily.
Otherwise if the pipelines and model training are in separate files then a bash script is needed to tie them together into a workflow, and it wouldn't have a nice flow of explanation that a notebook can have.
> That will be more convenient for someone whose looking to try/modify this example with different runners etc.
User can still modify the example and try out with different runners inside this notebook.
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Re: [PR] [YAML] Fraud Detection MLOps Workflow Example [beam]
Posted by "charlespnh (via GitHub)" <gi...@apache.org>.
charlespnh commented on code in PR #36012:
URL: https://github.com/apache/beam/pull/36012#discussion_r2314612774
##########
sdks/python/apache_beam/yaml/examples/transforms/ml/fraud_detection/fraud_detection_mlops_beam_yaml_sdk.ipynb:
##########
@@ -0,0 +1,1329 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "source": [
+ "# @title ###### Licensed to the Apache Software Foundation (ASF), Version 2.0 (the \"License\")\n",
Review Comment:
I've given a lot of thought about this: The workflow is pretty complex with model training and several pipelines and custom transforms. I thought it makes more sense to place all these parts in a notebook so people can follow the example easily.
Otherwise if the pipelines and model training are in separate files then a bash script is needed to tie them together into a workflow, and it wouldn't have a nice flow of explanation that a notebook can have.
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Re: [PR] [YAML] Fraud Detection MLOps Workflow Example [beam]
Posted by "charlespnh (via GitHub)" <gi...@apache.org>.
charlespnh commented on code in PR #36012:
URL: https://github.com/apache/beam/pull/36012#discussion_r2314612774
##########
sdks/python/apache_beam/yaml/examples/transforms/ml/fraud_detection/fraud_detection_mlops_beam_yaml_sdk.ipynb:
##########
@@ -0,0 +1,1329 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "source": [
+ "# @title ###### Licensed to the Apache Software Foundation (ASF), Version 2.0 (the \"License\")\n",
Review Comment:
> Is it possible to add the YAML pipeline as a separate file as well with instructions for running similar to other examples ?
I've given a lot of thought about this: The workflow is pretty complex with model training and several pipelines and custom transforms. I thought it makes more sense to place all these parts in a notebook so people can follow the example easily.
Otherwise if the pipelines and model training are in separate files then a bash script is needed to tie them together into a workflow, and it wouldn't have a nice flow of explanation that a notebook can have.
> That will be more convenient for someone whose looking to try/modify this example with different runners etc.
User can still modify the example and try out with different runners even if it's in a notebook.
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Re: [PR] [YAML] Fraud Detection MLOps Workflow Example [beam]
Posted by "charlespnh (via GitHub)" <gi...@apache.org>.
charlespnh commented on code in PR #36012:
URL: https://github.com/apache/beam/pull/36012#discussion_r2314614894
##########
sdks/python/apache_beam/yaml/examples/transforms/ml/fraud_detection/fraud_detection_mlops_beam_yaml_sdk.ipynb:
##########
@@ -0,0 +1,1329 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "source": [
+ "# @title ###### Licensed to the Apache Software Foundation (ASF), Version 2.0 (the \"License\")\n",
Review Comment:
CC @damccorm, @liferoad and @derrickaw to see if there's a better way to present this workflow example.
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Re: [PR] [YAML] Fraud Detection MLOps Workflow Example [beam]
Posted by "chamikaramj (via GitHub)" <gi...@apache.org>.
chamikaramj merged PR #36012:
URL: https://github.com/apache/beam/pull/36012
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Re: [PR] [YAML] Fraud Detection MLOps Workflow Example [beam]
Posted by "chamikaramj (via GitHub)" <gi...@apache.org>.
chamikaramj commented on code in PR #36012:
URL: https://github.com/apache/beam/pull/36012#discussion_r2322720486
##########
sdks/python/apache_beam/yaml/examples/transforms/ml/fraud_detection/fraud_detection_mlops_beam_yaml_sdk.ipynb:
##########
@@ -0,0 +1,1329 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "source": [
+ "# @title ###### Licensed to the Apache Software Foundation (ASF), Version 2.0 (the \"License\")\n",
Review Comment:
Sounds good. Let's get this in as is then.
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Re: [PR] [YAML] Fraud Detection Workflow Example [beam]
Posted by "chamikaramj (via GitHub)" <gi...@apache.org>.
chamikaramj commented on code in PR #36012:
URL: https://github.com/apache/beam/pull/36012#discussion_r2311711478
##########
sdks/python/apache_beam/yaml/examples/transforms/ml/fraud_detection/fraud_detection_mlops_beam_yaml_sdk.ipynb:
##########
@@ -0,0 +1,1329 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "source": [
+ "# @title ###### Licensed to the Apache Software Foundation (ASF), Version 2.0 (the \"License\")\n",
Review Comment:
Is it possible to add the YAML pipeline as a separate file as well with instructions for running similar to other examples ? That will be more convenient for someone whose looking to try/modify this example with different runners etc.
--
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Re: [PR] [YAML] Fraud Detection Workflow Example [beam]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #36012:
URL: https://github.com/apache/beam/pull/36012#issuecomment-3237743655
Stopping reviewer notifications for this pull request: review requested by someone other than the bot, ceding control. If you'd like to restart, comment `assign set of reviewers`
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