Formats spark schema output into a schema definition
Project description
Summary
Sometimes when converting a Pandas DataFrame to a Spark DataFrame variables are not interpreted correctly
which can lead a programmer to have to type many lines of code and then provide the schema when building the
Spark DataFrame.
Additionally this is true for defining a Delta Table before loading your parquet files. This package contains
two functions aimed at creating these definitions which will hopefully cut down on a lot of typing and speed
up development time for the user.
Installation
pip install SparkSchemafy
Usage
from schemafy import make_spark_schema, make_delta_schema
Make a Spark DataFrame Schema from a Pandas DataFrame
make_spark_schema(str(spark.sql.DataFram().schema))
Make a delta table schema from parquet file
make_delta_schema('.parquet')
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
SparkSchemafy-0.1.1.tar.gz
(5.1 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file SparkSchemafy-0.1.1.tar.gz.
File metadata
- Download URL: SparkSchemafy-0.1.1.tar.gz
- Upload date:
- Size: 5.1 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.9 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/18.0.1 rfc3986/1.5.0 colorama/0.4.3 CPython/3.8.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f0e7329cb9d45bafbf60d4a790654cbdca97d2d8280b7769f5b034e598ec5944
|
|
| MD5 |
e8992e7986a81b04491a654ca47cdd3d
|
|
| BLAKE2b-256 |
4644dc27dce904f69b1e6450cbe162e347d7ea86069381a5ad456f0dab5bcb72
|
File details
Details for the file SparkSchemafy-0.1.1-py3-none-any.whl.
File metadata
- Download URL: SparkSchemafy-0.1.1-py3-none-any.whl
- Upload date:
- Size: 3.0 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.9 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/18.0.1 rfc3986/1.5.0 colorama/0.4.3 CPython/3.8.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9a2e54c006f82a2ce499b8f7e602e0b34937799b7fd2eef5de6b00a5b175f758
|
|
| MD5 |
9d13b477a212b4d3ff4c752b58f73ea8
|
|
| BLAKE2b-256 |
ce989ea3e3ede4249ee5f2c3cc9a3c15777ef91ed81b9a6bdc0146ecdb82b213
|
