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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2020/02/18 02:01:07 UTC
[GitHub] [spark] HyukjinKwon opened a new pull request #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
HyukjinKwon opened a new pull request #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614
### What changes were proposed in this pull request?
This PR proposes to deprecate the APIs at `SQLContext` removed in SPARK-25908. We should remove equivalent APIs; however, seems we missed to deprecate.
While I am here, I fix one more issue. After SPARK-25908, `sc._jvm.SQLContext.getOrCreate` dose not exist anymore. So,
```python
from pyspark.sql import SQLContext
from pyspark import SparkContext
sc = SparkContext.getOrCreate()
SQLContext.getOrCreate(sc).range(10).show()
```
throws an exception as below:
```
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/.../spark/python/pyspark/sql/context.py", line 110, in getOrCreate
jsqlContext = sc._jvm.SQLContext.getOrCreate(sc._jsc.sc())
File "/.../spark/python/lib/py4j-0.10.8.1-src.zip/py4j/java_gateway.py", line 1516, in __getattr__
py4j.protocol.Py4JError: org.apache.spark.sql.SQLContext.getOrCreate does not exist in the JVM
```
After this PR:
```
/.../spark/python/pyspark/sql/context.py:113: DeprecationWarning: Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.
DeprecationWarning)
+---+
| id|
+---+
| 0|
| 1|
| 2|
| 3|
| 4|
| 5|
| 6|
| 7|
| 8|
| 9|
+---+
```
In case of the constructor of `SQLContext`, after this PR:
```python
from pyspark.sql import SQLContext
sc = SparkContext.getOrCreate()
SQLContext(sc)
```
```
/.../spark/python/pyspark/sql/context.py:77: DeprecationWarning: Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.
DeprecationWarning)
```
### Why are the changes needed?
To promote to use SparkSession, and keep the API party consistent with Scala side.
### Does this PR introduce any user-facing change?
Yes, it will show deprecation warning to users.
### How was this patch tested?
Manually tested as described above. Unittests were also added.
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[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/spark/pull/27614#issuecomment-587245723
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[GitHub] [spark] SparkQA commented on issue #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-587245482
**[Test build #118605 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/118605/testReport)** for PR 27614 at commit [`172fae3`](https://github.com/apache/spark/commit/172fae3f478582cfab3ec805c6837eff208b8efd).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] AmplabJenkins commented on issue #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-587245723
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[GitHub] [spark] SparkQA commented on issue #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-587238159
**[Test build #118605 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/118605/testReport)** for PR 27614 at commit [`172fae3`](https://github.com/apache/spark/commit/172fae3f478582cfab3ec805c6837eff208b8efd).
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[GitHub] [spark] AmplabJenkins commented on issue #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-587245715
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[GitHub] [spark] HyukjinKwon closed pull request #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
HyukjinKwon closed pull request #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614
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[GitHub] [spark] HyukjinKwon commented on issue #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-588000593
Merged to master and branch-3.0.
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[GitHub] [spark] HyukjinKwon opened a new pull request #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
HyukjinKwon opened a new pull request #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614
### What changes were proposed in this pull request?
This PR proposes to deprecate the APIs at `SQLContext` removed in SPARK-25908. We should remove equivalent APIs; however, seems we missed to deprecate.
While I am here, I fix one more issue. After SPARK-25908, `sc._jvm.SQLContext.getOrCreate` dose not exist anymore. So,
```python
from pyspark.sql import SQLContext
from pyspark import SparkContext
sc = SparkContext.getOrCreate()
SQLContext.getOrCreate(sc).range(10).show()
```
throws an exception as below:
```
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/.../spark/python/pyspark/sql/context.py", line 110, in getOrCreate
jsqlContext = sc._jvm.SQLContext.getOrCreate(sc._jsc.sc())
File "/.../spark/python/lib/py4j-0.10.8.1-src.zip/py4j/java_gateway.py", line 1516, in __getattr__
py4j.protocol.Py4JError: org.apache.spark.sql.SQLContext.getOrCreate does not exist in the JVM
```
After this PR:
```
/.../spark/python/pyspark/sql/context.py:113: DeprecationWarning: Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.
DeprecationWarning)
+---+
| id|
+---+
| 0|
| 1|
| 2|
| 3|
| 4|
| 5|
| 6|
| 7|
| 8|
| 9|
+---+
```
In case of the constructor of `SQLContext`, after this PR:
```python
from pyspark.sql import SQLContext
sc = SparkContext.getOrCreate()
SQLContext(sc)
```
```
/.../spark/python/pyspark/sql/context.py:77: DeprecationWarning: Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.
DeprecationWarning)
```
### Why are the changes needed?
To promote to use SparkSession, and keep the API party consistent with Scala side.
### Does this PR introduce any user-facing change?
Yes, it will show deprecation warning to users.
### How was this patch tested?
Manually tested as described above. Unittests were also added.
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[GitHub] [spark] AmplabJenkins commented on issue #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-587240086
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[GitHub] [spark] AmplabJenkins commented on issue #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-587240089
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[GitHub] [spark] HyukjinKwon closed pull request #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
HyukjinKwon closed pull request #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614
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[GitHub] [spark] HyukjinKwon commented on issue #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-588000534
Let me merge this one first - seems #27610 needs some more reviews.
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[GitHub] [spark] HyukjinKwon commented on issue #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-587238420
(Oops, mistakenly removed my branch. I restored it.)
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[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
AmplabJenkins removed a comment on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-587240086
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[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
AmplabJenkins removed a comment on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-587245715
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[GitHub] [spark] HyukjinKwon commented on a change in pull request #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on a change in pull request #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#discussion_r381033157
##########
File path: python/pyspark/sql/tests/test_context.py
##########
@@ -259,6 +260,23 @@ def range_frame_match():
reload(window)
+class SQLContextTests(unittest.TestCase):
+
+ def test_get_or_create(self):
+ sc = None
+ sql_context = None
+ try:
+ sc = SparkContext('local[4]', "SQLContextTests")
+ sql_context = SQLContext.getOrCreate(sc)
+ assert(isinstance(sql_context, SQLContext))
+ finally:
+ SQLContext._instantiatedContext = None
Review comment:
Yup, I think so.
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[GitHub] [spark] BryanCutler commented on a change in pull request #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
BryanCutler commented on a change in pull request #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#discussion_r380863335
##########
File path: python/pyspark/sql/tests/test_context.py
##########
@@ -259,6 +260,23 @@ def range_frame_match():
reload(window)
+class SQLContextTests(unittest.TestCase):
+
+ def test_get_or_create(self):
+ sc = None
+ sql_context = None
+ try:
+ sc = SparkContext('local[4]', "SQLContextTests")
+ sql_context = SQLContext.getOrCreate(sc)
+ assert(isinstance(sql_context, SQLContext))
+ finally:
+ SQLContext._instantiatedContext = None
Review comment:
This isn't necessary after #27610 right?
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[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
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URL: https://github.com/apache/spark/pull/27614#issuecomment-587240089
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[GitHub] [spark] SparkQA removed a comment on issue #27614:
[SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and
getOrCreate in SQLContext at PySpark
Posted by GitBox <gi...@apache.org>.
SparkQA removed a comment on issue #27614: [SPARK-30861][PYTHON][SQL] Deprecate constructor of SQLContext and getOrCreate in SQLContext at PySpark
URL: https://github.com/apache/spark/pull/27614#issuecomment-587238159
**[Test build #118605 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/118605/testReport)** for PR 27614 at commit [`172fae3`](https://github.com/apache/spark/commit/172fae3f478582cfab3ec805c6837eff208b8efd).
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