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Posted to reviews@spark.apache.org by davies <gi...@git.apache.org> on 2015/06/02 08:59:05 UTC
[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
GitHub user davies opened a pull request:
https://github.com/apache/spark/pull/6578
[SPARK-8021] [SQL] [PYSPARK] make Python read/write API consistent with Scala
add schema()/format()/options() for reader, add mode()/format()/options()/partitionBy() for writer
cc @rxin @yhuai @pwendell
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/davies/spark readwrite
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/6578.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #6578
----
commit 1299ab6f9b9c829305bf89ff68f6d209258e8ba7
Author: Davies Liu <da...@databricks.com>
Date: 2015-06-02T06:56:22Z
make Python API consistent with Scala
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by rxin <gi...@git.apache.org>.
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/6578#discussion_r31497064
--- Diff: python/pyspark/sql/readwriter.py ---
@@ -194,6 +219,48 @@ def __init__(self, df):
self._sqlContext = df.sql_ctx
self._jwrite = df._jdf.write()
+ def mode(self, saveMode):
+ """
+ Specifies the behavior when data or table already exists. Options include:
+
+ * `append`: Append contents of this :class:`DataFrame` to existing data.
+ * `overwrite`: Overwrite existing data.
+ * `error`: Throw an exception if data already exists.
+ * `ignore`: Silently ignore this operation if data already exists.
+ """
+ self._jwrite = self._jwrite.mode(saveMode)
+ return self
+
+ @since(1.4)
+ def format(self, source):
+ """
+ Specifies the underlying output data source. Built-in options include
+ "parquet", "json", etc.
+ """
+ self._jwrite = self._jwrite.format(source)
+ return self
+
+ @since(1.4)
+ def options(self, **options):
+ """
+ Adds output options for the underlying data source.
+ """
+ for k in options:
+ self._jwrite = self._jwrite.option(k, options[k])
+ return self
+
+ @since(1.4)
+ def partitionBy(self, *cols):
+ """
+ Partitions the output by the given columns on the file system.
+ If specified, the output is laid out on the file system similar
+ to Hive's partitioning scheme.
+
+ :param cols: name of columns
+ """
+ self._jwrite = self._jwrite.partitionBy(_to_seq(self._sqlContext._sc, cols))
--- End diff --
would be great to support the 1st argument being a list
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by rxin <gi...@git.apache.org>.
Github user rxin commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-108020938
@pwendell but Python hasn't even run yet because it runs after the Scala streaming tests
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107832926
[Test build #33965 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/33965/consoleFull) for PR 6578 at commit [`1299ab6`](https://github.com/apache/spark/commit/1299ab6f9b9c829305bf89ff68f6d209258e8ba7).
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107833815
[Test build #33969 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/33969/consoleFull) for PR 6578 at commit [`b65dfa2`](https://github.com/apache/spark/commit/b65dfa27600940e5fc299aa61f6bcc378dffe27a).
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by asfgit <gi...@git.apache.org>.
Github user asfgit closed the pull request at:
https://github.com/apache/spark/pull/6578
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107835152
[Test build #33970 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/33970/consoleFull) for PR 6578 at commit [`720d293`](https://github.com/apache/spark/commit/720d293001175957131e025a608c08a877b40085).
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by rxin <gi...@git.apache.org>.
Github user rxin commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107832841
lol I've been working on this too in the last 20 mins.
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by pwendell <gi...@git.apache.org>.
Github user pwendell commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107990804
Jenkins, retest this please.
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107832820
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107875339
[Test build #33969 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/33969/consoleFull) for PR 6578 at commit [`b65dfa2`](https://github.com/apache/spark/commit/b65dfa27600940e5fc299aa61f6bcc378dffe27a).
* This patch **passes all tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107853999
Merged build finished. Test FAILed.
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by pwendell <gi...@git.apache.org>.
Github user pwendell commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107993570
This failed a totally unrelated streaming test, so I think it's okay.
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by rxin <gi...@git.apache.org>.
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/6578#discussion_r31496945
--- Diff: python/pyspark/sql/readwriter.py ---
@@ -194,6 +219,48 @@ def __init__(self, df):
self._sqlContext = df.sql_ctx
self._jwrite = df._jdf.write()
+ def mode(self, saveMode):
--- End diff --
since 1.4?
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107853992
[Test build #33965 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/33965/consoleFull) for PR 6578 at commit [`1299ab6`](https://github.com/apache/spark/commit/1299ab6f9b9c829305bf89ff68f6d209258e8ba7).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by rxin <gi...@git.apache.org>.
Github user rxin commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107835192
LGTM. We should add tests too (maybe later so we can make this in 1.4)
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107877510
[Test build #33970 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/33970/consoleFull) for PR 6578 at commit [`720d293`](https://github.com/apache/spark/commit/720d293001175957131e025a608c08a877b40085).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-107992231
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Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-108022324
[Test build #870 has started](https://amplab.cs.berkeley.edu/jenkins/job/NewSparkPullRequestBuilder/870/consoleFull) for PR 6578 at commit [`720d293`](https://github.com/apache/spark/commit/720d293001175957131e025a608c08a877b40085).
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[GitHub] spark pull request: [SPARK-8021] [SQL] [PYSPARK] make Python read/...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-108023300
[Test build #33993 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/33993/consoleFull) for PR 6578 at commit [`720d293`](https://github.com/apache/spark/commit/720d293001175957131e025a608c08a877b40085).
* This patch **passes all tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[Test build #33993 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/33993/consoleFull) for PR 6578 at commit [`720d293`](https://github.com/apache/spark/commit/720d293001175957131e025a608c08a877b40085).
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Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/6578#issuecomment-108023314
Merged build finished. Test PASSed.
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