AmbitionBox salary scraper: from embedded page data to usable records
A Python salary-data pipeline with a custom Nuxt payload parser, HTML fallback, batch collection and pandas-based cleaning.
tag: Python
Debugging by narrowing the question
A practical approach to reproductions, hypotheses and boundary checks when stepping through the process is not available.
loadfile: one call to load tabular data
A small Python package that loads local and cloud files into pandas through a consistent API, replacing repeated file-loading code.
Names should carry the missing context
Units, state and domain meaning make names useful; extra syllables alone do not.
Write logs for the person investigating a failure
Useful log events identify the operation, outcome and correlation context without copying the whole request.