Safer Stubs for PySpark
This is a project to create safer stubs for PySpark. The goal is to make it easier to use PySpark in a safer way, without having to worry about the underlying implementation. It implements only subset of working PySpark APIs with goal to have a minimal set of functions that can be used in a safer way.
How to use
To use the stubs, you need to install the package:
pip install pyspark-safestubs
Then, you can use the stubs in your code:
from pyspark.sql import SparkSession
from pyspark.sql import functions as F
def some_transform(df: DataFrame['col1', 'col2']):
df = df.withColumn('col5', F.col('col1').cast('int'))
# df has type DataFrame['col1', 'col2', 'col5']
return df
1 maintainer
Metadata
1 maintainer
Release files for pyspark-safestubs 0.1.6
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| pyspark_safestubs-0.1.6.tar.gz | 119.7 kB | Without provenance | Details for pyspark_safestubs-0.1.6.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| pyspark_safestubs-0.1.6-py3-none-any.whl | Python 3 | none | any | Details for pyspark_safestubs-0.1.6-py3-none-any.whl |
Total release size: 327.6 kB
Release files / pyspark_safestubs-0.1.6.tar.gz
| Download URL | pyspark_safestubs-0.1.6.tar.gz |
|---|---|
| Size | 119.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.11.11
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Release files / pyspark_safestubs-0.1.6-py3-none-any.whl
| Download URL | pyspark_safestubs-0.1.6-py3-none-any.whl |
|---|---|
| Size | 207.9 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.11
|
Security for pyspark-safestubs 0.1.6
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