rightmove_webscraper.py
pandera
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| rightmove_webscraper.py | pandera | |
|---|---|---|
| 1 | 7 | |
| 236 | 3,007 | |
| - | 5.2% | |
| 0.0 | 9.1 | |
| 4 months ago | 3 days ago | |
| Python | Python | |
| MIT License | MIT License |
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rightmove_webscraper.py
pandera
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Unit testing functions that input/output dataframes?
I use Pandera, so I just need to define the expected input/output schemas (i.e. column names, types, and constraints on them), and Pandera automatically generates fake data for the unit tests, and validates the result: https://github.com/unionai-oss/pandera
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Great Expectations is annoyingly cumbersome
Please DM me! Or we can discuss in this issue which I just created: https://github.com/unionai-oss/pandera/issues/1042
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Data validation for dashboards
In my opinion for simple data validation tasks the best solution is always Pandera.
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Show HN: Pandera 0.8.0 – validate pandas, dask, modin, and koalas dataframes
* adds support for mypy static type-linting if you need that extra type safety
Repo: https://github.com/pandera-dev/pandera
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Pandera 0.8.0: Schema Validation for Pandas, Dask, Modin, and Koalas DataFrames. Oh, and also out-of-the-box Pydantic and Mypy support :)
Repo: https://github.com/pandera-dev/pandera
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How heavily do you use Great Expectations?
pandera
What are some alternatives?
raspberry-pi-stock-checker - A configurable python webscraper that checks raspberry pi stocks from verified sellers
soda-sql - Data profiling, testing, and monitoring for SQL accessible data.
Stocker - Financial Web Scraper & Sentiment Classifier
Schematics - Python Data Structures for Humans™.
sweetviz - Visualize and compare datasets, target values and associations, with one line of code.
jsonschema - An implementation of the JSON Schema specification for Python
tsvar - Association rules for TSV (tab-separated values) files
pointblank - Data quality assessment and metadata reporting for data frames and database tables
youtube-music-takeaway-sorter - YouTube Music Google Takeout is shit. This tool will attempt to sort out the terrible mess of files they provide
swifter - A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
Arduino-Python-Cross-platform-Data-logging-to-CSV-file- - A low cost multi channel data logging system using Python and Arduino UNO board that will log and save data to a CSV (Comma Separated Values) file on the disk.The system can monitor temperature data from 4 independent sources at the same time and log the data to the disk.
dbt-expectations - Port(ish) of Great Expectations to dbt test macros