BFD-4466: Update synthetic claims generation to be in-place and idempotent#2997

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malessi wants to merge 25 commits intomasterfrom

alessio/BFD-4466__synthetic-claims-idempotency

Commits on Feb 10, 2026

Switch to click for arg/option processing
malessi
committed
Use constant strings for all fields in claims_generator
malessi
committed
Cleanup claims_generator; use constants; reorganize methods/classes/members
malessi
committed
Completely refactor adjudicated claim tables generation into separate functions
malessi
committed
Refactor pac claim tables generation into separate functions
malessi
committed
Update contract plan tables generation to allow regeneration
malessi
committed
Use tqdm to display progress when loading files
malessi
committed
Fix printing empty log message when not regenerating patient data; formatting
malessi
committed
Byte-identical regeneration of adj/pac claims data; refactor everything
malessi
committed
Order CLM_VAL rows in order of generation to avoid re-ordering during regeneration
malessi
committed
Organize related functions and members into appropriate files
malessi
committed
Write out CNTRCT_* and PRVDR_HSTRY tables
malessi
committed
Fix reordering during regeneration caused by non-deterministic BENE_SK set ordering
malessi
committed
Order by CLM's BENE_SKs first instead of BENE_HSTRY
malessi
committed
Ensure MDCR_MBR rows can be tied uniquely to its parent CLM
malessi
committed
Reword variable to make usage obvious
malessi
committed
Respect --patients even if a BENE_HSTRY file is provided
malessi
committed
Ensure claims_generator output is realtime if --claims is provided
malessi
committed
Explicitly provide patients count in pipeline CI
malessi
committed
Error if no input file or --patients specified
malessi
committed
Re-introduce 4541's CLM_LINE rx change
malessi
committed
Add CLM_LINE_RPTD_GAP_DSCNT_AMT to the list of fields written to CSV
malessi
committed
Update generation guard to just check if BENE_HSTRY or CLM was provided
malessi
committed
Update README
malessi
committed
Format README; move output file section to correct section
malessi
committed

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BFD-4466: Update synthetic claims generation to be in-place and idempotent#2997

BFD-4466: Update synthetic claims generation to be in-place and idempotent#2997
malessi wants to merge 25 commits intomasterfrom
alessio/BFD-4466__synthetic-claims-idempotency

Commits on Feb 10, 2026

Switch to click for arg/option processing

Use constant strings for all fields in claims_generator

Cleanup claims_generator; use constants; reorganize methods/classes/members

Completely refactor adjudicated claim tables generation into separate functions

Refactor pac claim tables generation into separate functions

Update contract plan tables generation to allow regeneration

Use tqdm to display progress when loading files

Fix printing empty log message when not regenerating patient data; formatting

Byte-identical regeneration of adj/pac claims data; refactor everything

Order CLM_VAL rows in order of generation to avoid re-ordering during regeneration

Organize related functions and members into appropriate files

Write out CNTRCT_* and PRVDR_HSTRY tables

Fix reordering during regeneration caused by non-deterministic BENE_SK set ordering

Order by CLM's BENE_SKs first instead of BENE_HSTRY

Ensure MDCR_MBR rows can be tied uniquely to its parent CLM

Reword variable to make usage obvious

Respect --patients even if a BENE_HSTRY file is provided

Ensure claims_generator output is realtime if --claims is provided

Explicitly provide patients count in pipeline CI

Error if no input file or --patients specified

Re-introduce 4541's CLM_LINE rx change

Add CLM_LINE_RPTD_GAP_DSCNT_AMT to the list of fields written to CSV

Update generation guard to just check if BENE_HSTRY or CLM was provided

Update README

Format README; move output file section to correct section