Alex Delgado created DRILL-8023:
-----------------------------------
Summary: NULL Columns in Parquet from DASK+PyArrow Raising
"INTERNAL_ERROR ERROR: null" in Drill
Key: DRILL-8023
URL: https://issues.apache.org/jira/browse/DRILL-8023
Project: Apache Drill
Issue Type: Bug
Components: Storage - Parquet
Reporter: Alex Delgado
Attachments: fastparquet_test.parquet.tar.gz,
pyarrow_test.parquet.tar.gz
If the python libraries dask and pyarrow are used to export a dataframe to
parquet, and the parquet file has a column that is all null, this will cause
Apache Drill to raise an "INTERNAL_ERROR ERROR: null" error. Dask and Spark
are able to read the dask+pyarrow parquet files.
Example:
Create the parquet files with and without pyarrow in python.
{code:java}
import pandas as pd
import dask.dataframe as dddf = pd.DataFrame(
{
'A': [1, 2, 3],
'B': ['a', 'b', 'c'],
'C': [None, None, None]
}
)
ddf = dd.from_pandas(df, npartitions=1)
ddf.to_parquet('data/pyarrow_test.parquet', engine='pyarrow')
ddf.to_parquet('data/fastparquet_test.parquet', engine='fastparquet')
{code}
Read these parquet files with drill:
{code:java}
Apache Drill 1.19.0
"Everything is easier with Drill."
apache drill> SELECT * FROM dfs.`data/fastparquet_test.parquet`;
+---------------------+---+---+------+
| __null_dask_index__ | A | B | C |
+---------------------+---+---+------+
| 0 | 1 | a | null |
| 1 | 2 | b | null |
| 2 | 3 | c | null |
+---------------------+---+---+------+
3 rows selected (0.179 seconds)
apache drill> SELECT * FROM dfs.`data/pyarrow_test.parquet`;
Error: INTERNAL_ERROR ERROR: null
Fragment: 0:0
Please, refer to logs for more information.
[Error Id: 25034075-69b0-415e-8bb2-d7aa3d834653 on
75a796902ffe:31010](state=,code=0)
{code}
Narrow down to column that is causing the issue:
{code:java}
apache drill> SELECT A, B FROM dfs.`data/pyarrow_test.parquet`;
+---+---+
| A | B |
+---+---+
| 1 | a |
| 2 | b |
| 3 | c |
+---+---+
3 rows selected (0.145 seconds)
apache drill> SELECT C FROM dfs.`data/pyarrow_test.parquet`;
Error: INTERNAL_ERROR ERROR: null
Fragment: 0:0
Please, refer to logs for more information.
[Error Id: 932ef1d1-7c56-4833-b906-0da0c7c155f9 on 75a796902ffe:31010]
(state=,code=0)
{code}
Dependency versions:
{code:java}
Apache Drill 1.19.0
Python 3.9.7
dask==2021.10.0
pyarrow==6.0.0
fastparquet==0.7.1
{code}
Attached are the parquet files I tested with.
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