"""composer_replication.pipeline — the Stage-0 dataset-pipeline contract + driver.

THE single reconciled dataset contract (supersedes the two divergent layouts in
research/design-F1 and design-F2 — deepread finding V8/D-7), the pragmatic
near-duplicate detector, and the local stage-driver that turns
(tasks, env, policy) into a carded, deduped, holdout-split corpus.
"""
from composer_replication.pipeline.build_corpus import build_corpus
from composer_replication.pipeline.dedup import (
    dedup,
    find_near_duplicates,
    jaccard_estimate,
    minhash_signature,
)
from composer_replication.pipeline.s3_contract import (
    RunLayout,
    RunManifest,
    write_dataset_card,
    write_dpo_rows,
    write_sft_rows,
    write_tasks,
    write_tasks_full,
)

__all__ = [
    "RunLayout",
    "RunManifest",
    "build_corpus",
    "dedup",
    "find_near_duplicates",
    "jaccard_estimate",
    "minhash_signature",
    "write_dataset_card",
    "write_dpo_rows",
    "write_sft_rows",
    "write_tasks",
    "write_tasks_full",
]