Apply PUDL entity matching framework to FERC-EIA

[zschira]

The final output of the CCAI project should be the complete replacement of the FERC-EIA matching in PUDL. Once #106 is complete we should be prepared to drop the framework developed here directly into PUDL (we could also add a dependency to this repo, but I believe it will be much more maintainable in PUDL).

Out of scope:

• This does NOT include bringing the Splink model into PUDL, but does lay the groundwork for doing so easily in the future.
• Experiment tracking will be handled in separate PR.
• Blocking with faiss and comparison to existing blocking column results will be handled in separate PR (Try running modeling on blocks outputted from faiss clustering step and see if there's a score improvement)

Success criteria

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1. FERC-EIA match serves as a template for using PUDL entity matching framework

TODO

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1. Replace InputManager and Features from pudl.analysis.ferc1_eia_record_linkage with pudl.analysis.record_linkage.embed_dataframe and name cleaner. Remove recordlinkage package dependency.
2. Rework asset structure of FERC input so that a bunch of merges aren't performed?
3. Make into graph_asset broken down with ops. Should training steps be pickled and grid search cross validation be removed?
4. Use revert nulls functions to revert dataframe after model runs.