sparkpipelineframework.testing

v3.0.7

Testing Framework for SparkPipelineFramework For more information about how to use this package see README

Latest version published 3 months ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

70 / 100

security
No known security issues
popularity
Limited
maintenance
Healthy
community
Sustainable

Popularity

Limited

GitHub Stars: 2
Forks: 0
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package sparkpipelineframework.testing, we found that it has been starred 2 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Oct 8, 2024
Direct Vulnerabilities: 0
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0
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0
M
0
L
Indirect Vulnerabilities: 0
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0
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0
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0
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License Risk: 0
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0
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0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 0
Open PR: 12
Last Release: 3 months ago
Last Commit: 3 months ago

Further analysis of the maintenance status of sparkpipelineframework.testing based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that sparkpipelineframework.testing demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Sustainable

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 20
Funding: No

With more than 10 contributors for the sparkpipelineframework.testing repository, this is possibly a sign for a growing and inviting community.

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Package

Python Versions Compatibility: >=3.10

Age: 4 years
Latest Release: 3 months ago
Dependencies: 0 Direct
Versions: 136
Maintainers: 0
Wheels: OS Independent

Readme

SparkPipelineFramework.Tests

Testing framework that can tests SparkPipelineFramework library by just providing input files to setup before running the transformer and output files to use for verifying the output

Usage

Create a folder structure similar to the folder structure of your library in SparkPipelineFramework (This is how the Testing Framework finds the Transformer to run)
Create an input folder and put in files that represent the input views. These files can be csv, json or parquet
(Optionally) Create an input_schema folder and put in any schemas you want applied to the above views. This follows the Spark Json Schema format.
(Optional) Create an output folder and put in files that represent the output views you expect. These files can be csv, json or parquet
(Optional) Create an output_schema folder and put in any schemas you want applied to the output views
Copy the following test code and put it in a test file in this folder

from pathlib import Path

from pyspark.sql import SparkSession

from spark_pipeline_framework_testing.test_runner import SparkPipelineFrameworkTestRunner


def test_folder(spark_session: SparkSession) -> None:
    data_dir: Path = Path(__file__).parent.joinpath('./')

    SparkPipelineFrameworkTestRunner.run_tests(spark_session=spark_session, folder_path=data_dir)

Now just run this test.

Note: the test finds files in sub-folders too.

Example

For the transformer defined here: https://github.com/imranq2/SparkPipelineFramework.Testing/tree/main/library/features/people/my_people_feature You can find the test here: https://github.com/imranq2/SparkPipelineFramework.Testing/tree/main/tests/library/features/people/my_people_feature

Publishing a new package

Create a new release
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You can see the status in the Actions tab

FAQs

What is sparkpipelineframework.testing?

Testing Framework for SparkPipelineFramework. Visit Snyk Advisor to see a full health score report for sparkpipelineframework.testing, including popularity, security, maintenance & community analysis.

Is sparkpipelineframework.testing popular?

The python package sparkpipelineframework.testing receives a total of 932 weekly downloads. As such, sparkpipelineframework.testing popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is sparkpipelineframework.testing well maintained?

We found that sparkpipelineframework.testing demonstrated a healthy version release cadence and project activity. It has a community of 20 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is sparkpipelineframework.testing safe to use?

The python package sparkpipelineframework.testing was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 19 December-2024, at 22:44 (UTC).

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