Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16431#discussion_r95118524
--- Diff:
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/statsEstimation/AggEstimationSuite.scala
---
@@ -0,0 +1,113 @@
+/*
+ * Licensed to
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16431#discussion_r95118459
--- Diff:
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/statsEstimation/AggEstimationSuite.scala
---
@@ -0,0 +1,113 @@
+/*
+ * Licensed to
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16401
hm concrete suggestion:
1. pass the conf and cache the computed statistics the first time
2. have a simple invalidateStatsCache method that can be called manually to
invalidate
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16401
But you can't do a lazy val unless you have the conf passed in, since you
will be adding knobs to the CBO stats soon wouldn't you?
Also there is really nothing basic vs CBO here
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16431#discussion_r95103316
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/AggregateEstimation.scala
---
@@ -0,0 +1,59
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16431
Can you update the pull request and the test cases to use the new test
infra?
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Repository: spark
Updated Branches:
refs/heads/master 19d9d4c85 -> 3ccabdfb4
[SPARK-17077][SQL] Cardinality estimation for project operator
## What changes were proposed in this pull request?
Support cardinality estimation for project operator.
## How was this patch tested?
Add a test suite
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16430
Alright I'm going to merge this since this patch introduces test
infrastructure that can be used by other tests. Please submit a follow-up PR to
add more test cases.
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Repository: spark
Updated Branches:
refs/heads/branch-2.1 ecc16220d -> 8690d4bd1
[SPARK-19127][DOCS] Update Rank Function Documentation
## What changes were proposed in this pull request?
- [X] Fix inconsistencies in function reference for dense rank and dense
- [X] Make all languages equival
Repository: spark
Updated Branches:
refs/heads/master 4351e6220 -> 1f6ded645
[SPARK-19127][DOCS] Update Rank Function Documentation
## What changes were proposed in this pull request?
- [X] Fix inconsistencies in function reference for dense rank and dense
- [X] Make all languages equivalent
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16505
Thanks - merging in master/branch-2.1.
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Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16401
So to be clear, my biggest issue with the current code is that it is
confusing to track two sets of stats. The invalidation problem already exists
in the current code base. I'm OK for the invalid
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16498
Can you explain why this makes it more robust?
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Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16430#discussion_r95040736
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/statsEstimation/ProjectEstimation.scala
---
@@ -0,0 +1,44
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16430#discussion_r95040478
--- Diff:
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/statsEstimation/ProjectEstimationSuite.scala
---
@@ -0,0 +1,51 @@
+/*
+ * Licensed
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16476#discussion_r95023996
--- Diff:
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ConditionalExpressionSuite.scala
---
@@ -137,4 +139,48 @@ class
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16476#discussion_r95023960
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/functions.scala ---
@@ -1528,6 +1528,18 @@ object functions {
def factorial(e: Column): Column
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16476#discussion_r95024068
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/conditionalExpressions.scala
---
@@ -340,3 +341,91 @@ object CaseKeyWhen
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16476#discussion_r95023939
--- Diff: python/pyspark/sql/functions.py ---
@@ -320,6 +320,22 @@ def countDistinct(col, *cols):
return Column(jc)
+@since(2.2
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16488
I believe this is done automatically as part of the release scripts, so we
don't need to do anything here.
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Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16401
When would you set statsConfChanged to false?
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Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16431#discussion_r94906692
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/AggregateEstimation.scala
---
@@ -0,0 +1,59
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16395#discussion_r94906528
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/FilterEstimation.scala
---
@@ -0,0 +1,479
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16395#discussion_r94906278
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/FilterEstimation.scala
---
@@ -0,0 +1,479
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16395#discussion_r94906270
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/FilterEstimation.scala
---
@@ -0,0 +1,479
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16395#discussion_r94906266
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/FilterEstimation.scala
---
@@ -0,0 +1,479
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16395#discussion_r94906221
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/FilterEstimation.scala
---
@@ -0,0 +1,479
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16395#discussion_r94906180
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/Range.scala
---
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16395#discussion_r94906142
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/Range.scala
---
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16395#discussion_r94905939
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/FilterEstimation.scala
---
@@ -0,0 +1,479
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16395#discussion_r94905864
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/FilterEstimation.scala
---
@@ -0,0 +1,479
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16395#discussion_r94905897
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/FilterEstimation.scala
---
@@ -0,0 +1,479
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16395#discussion_r94905771
--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/estimation/FilterEstimationSuite.scala
---
@@ -0,0 +1,226 @@
+/*
+ * Licensed to the Apache
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16430#discussion_r94905442
--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/estimation/EstimationSuite.scala
---
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16401
How about the following?
```
def stats(conf: CatalystConf): Statistics = statsCache.getOrElse {
invalidateStatsCache()
statsCache = Some(computeStats(conf))
statsCache.get
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16430#discussion_r94903216
--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/estimation/EstimationSuite.scala
---
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16430#discussion_r94903188
--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/estimation/EstimationSuite.scala
---
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16401
@wzhfy I thought about this more. Why don't we just get rid of the existing
"def statistics", and keep only one function
```
def statistics(conf: CatalystCo
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16430#discussion_r94902185
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/ProjectEstimation.scala
---
@@ -0,0 +1,44
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16430#discussion_r94902161
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/ProjectEstimation.scala
---
@@ -0,0 +1,44
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16430#discussion_r94902084
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/EstimationUtils.scala
---
@@ -0,0 +1,54
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16430#discussion_r94902048
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/estimation/EstimationUtils.scala
---
@@ -0,0 +1,54
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16430#discussion_r94901694
--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/estimation/EstimationSuite.scala
---
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16474#discussion_r94892571
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFileFormat.scala
---
@@ -543,6 +546,58 @@ object ParquetFileFormat
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16474#discussion_r94892533
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFileFormat.scala
---
@@ -593,13 +650,10 @@ object
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16474#discussion_r94892001
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFileFormat.scala
---
@@ -593,13 +650,10 @@ object
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16337
Go for it!
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Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16401#discussion_r94859595
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/LogicalPlan.scala
---
@@ -95,6 +96,29 @@ abstract class LogicalPlan extends
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16347
What I was suggesting was to allow sort by without bucketing.
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Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16475
Can we please close this?
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Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16401#discussion_r94732192
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/LogicalPlan.scala
---
@@ -95,6 +96,29 @@ abstract class LogicalPlan extends
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16401#discussion_r94731500
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/LogicalPlan.scala
---
@@ -95,6 +96,29 @@ abstract class LogicalPlan extends
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16347
Maybe we should make DataFrameWriter.sortBy work here.
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Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16401#discussion_r94708121
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/LogicalPlan.scala
---
@@ -95,6 +96,29 @@ abstract class LogicalPlan extends
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16308
@hvanhovell anything else to do here other than bringing it up to date?
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Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16435
What exactly is the new policy? I don't think size in bytes is a good
choice, since it's the number of objects that can destroy GC.
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Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16395
cc @srinathshankar
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Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16386#discussion_r93731259
--- Diff: python/pyspark/sql/readwriter.py ---
@@ -155,21 +155,24 @@ def load(self, path=None, format=None, schema=None,
**options):
return
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/16371
sounds good.
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