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feat: a modular ETL pipeline with OpenAlex and PubMed support#27

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vijaydhakal wants to merge 6 commits into
PRAISELab-PicusLab:mainfrom
vijaydhakal:main
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feat: a modular ETL pipeline with OpenAlex and PubMed support#27
vijaydhakal wants to merge 6 commits into
PRAISELab-PicusLab:mainfrom
vijaydhakal:main

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Summary

A source-agnostic ETL pipeline for bibliographic data and improves dashboard compatibility with new data sources.

What's Changed

  • Added a modular ETL pipeline (www/services/etl/) to extract, transform, validate, and load bibliographic data into a unified schema.
  • Implemented API wrappers for OpenAlex and PubMed.
  • Added schema-based type enforcement, required field handling, SR key generation, and data validation.
  • Introduced standardized CSV ingestion through the ETL pipeline.
  • Updated format_functions.py to support openalex and pubmed as pass-through sources, preventing runtime errors and KeyError exceptions during dashboard integration.

Benefits

  • Decouples data ingestion from dashboard logic.
  • Simplifies onboarding of future bibliographic sources.
  • Improves robustness and consistency across the data processing pipeline.

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