spark-instrumented-optimizer/sql/catalyst
hyukjinkwon d6632d185e [SPARK-23380][PYTHON] Adds a conf for Arrow fallback in toPandas/createDataFrame with Pandas DataFrame
## What changes were proposed in this pull request?

This PR adds a configuration to control the fallback of Arrow optimization for `toPandas` and `createDataFrame` with Pandas DataFrame.

## How was this patch tested?

Manually tested and unit tests added.

You can test this by:

**`createDataFrame`**

```python
spark.conf.set("spark.sql.execution.arrow.enabled", False)
pdf = spark.createDataFrame([[{'a': 1}]]).toPandas()
spark.conf.set("spark.sql.execution.arrow.enabled", True)
spark.conf.set("spark.sql.execution.arrow.fallback.enabled", True)
spark.createDataFrame(pdf, "a: map<string, int>")
```

```python
spark.conf.set("spark.sql.execution.arrow.enabled", False)
pdf = spark.createDataFrame([[{'a': 1}]]).toPandas()
spark.conf.set("spark.sql.execution.arrow.enabled", True)
spark.conf.set("spark.sql.execution.arrow.fallback.enabled", False)
spark.createDataFrame(pdf, "a: map<string, int>")
```

**`toPandas`**

```python
spark.conf.set("spark.sql.execution.arrow.enabled", True)
spark.conf.set("spark.sql.execution.arrow.fallback.enabled", True)
spark.createDataFrame([[{'a': 1}]]).toPandas()
```

```python
spark.conf.set("spark.sql.execution.arrow.enabled", True)
spark.conf.set("spark.sql.execution.arrow.fallback.enabled", False)
spark.createDataFrame([[{'a': 1}]]).toPandas()
```

Author: hyukjinkwon <gurwls223@gmail.com>

Closes #20678 from HyukjinKwon/SPARK-23380-conf.
2018-03-08 20:22:07 +09:00
..
src [SPARK-23380][PYTHON] Adds a conf for Arrow fallback in toPandas/createDataFrame with Pandas DataFrame 2018-03-08 20:22:07 +09:00
pom.xml [SPARK-19550][BUILD][FOLLOW-UP] Remove MaxPermSize for sql module 2018-01-15 07:49:34 -06:00