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cdsc_reddit/datasets/comments_part2.py
Benjamin Mako Hill 33150243cd datasets/: split parquet scripts; share logic in dumps_helper.py
Follows the helper-module pattern used in similarities/. Replaces
parquet_part1.py and parquet_part2.py (the merged single-file versions
from the previous commit) with:

- dumps_helper.py — schemas, simdjson parser, a generic parse_record
  loop with per-field handler dispatch, and parse_dump / gen_task_list
  / sort_and_write workers. The only per-type code is the field-handler
  dicts and the type-config dicts (COMMENTS, SUBMISSIONS) at the top.
- comments_part1.py, submissions_part1.py — thin Part 1 entry points
  with fire CLIs (parse_dump, gen_task_list).
- comments_part2.py, submissions_part2.py — thin Part 2 entry points
  for the Spark sort. pyspark is imported lazily inside sort_and_write
  so Part 1 callers don't pay the import cost.

Unifies on simdjson for both types (drops the json import), which is
faster on the comments dumps. Field-handler dicts make adding a new
type or field a one-place edit.

Also fixes a latent bug in the original: the FIELDS lists didn't
include time_edited (only the schema did), so error-path rows were
short by one element vs. the schema and would have failed pandas /
pyarrow alignment for any row that hit a JSON parse error. The new
FIELDS lists match the schemas exactly, and the _edited handler
returns a (edited, time_edited) tuple that the generic parse loop
expands.

Runners and README updated for the new CLIs.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-25 16:51:41 -07:00

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Python
Executable File

#!/usr/bin/env python3
"""Part 2 for comments: Spark sort + repartition the per-source parquets
produced by comments_part1.py into the final by_subreddit / by_author
datasets.
Launched via the Hyak-provided start_spark_and_run.sh wrapper:
start_spark_and_run.sh 1 comments_part2.py
"""
from dumps_helper import COMMENTS, sort_and_write
if __name__ == "__main__":
sort_and_write(COMMENTS)