User guide
==========

The reference backend is dependency-free. Strict representation is the default
normalization profile; logical equality is opt-in. A matching fingerprint is
evidence for accidental drift detection, not proof against an adversary.

Run examples from the repository root. Source preparation, observations and
declared lineage remain separate evidence: a capture time does not establish
operation timing, and missing data must remain visible in reports.

.. toctree::
   :maxdepth: 1

   fixtures
   csv
   tsv
   jsonl
   json-documents
   parquet
   avro
   orc
   pandas
   numpy
   polars
   dask
   xml
   normalization
   fingerprints
   snapshots
   comparison
   lineage
   queries
   enron
   execution
   parallel
   cpu
   cuda