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The union-find datastore needs to be reinitialized for each dedup iteration #5

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The union-find datastore needs to be reinitialized for each dedup iteration #5

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3 changes: 1 addition & 2 deletions pile/processing/dedup/grouped_dedup.py
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Original file line number Diff line number Diff line change
Expand Up @@ -210,7 +210,6 @@ def run(
threshold: float = typer.Option(0.7, help="Minhash threshold"),
output: str = typer.Option(None, help="Store the deduplicated dataset"),
):
global uf
OUTPUT_BASE = Path(output or "output")
OUTPUT_BASE.mkdir(exist_ok=True, parents=True)
output = OUTPUT_BASE / "deduplicated"
Expand All @@ -221,6 +220,7 @@ def run(
data = json.load(f)
in_common = data.pop("common_group")
for group_name in ["group_1", "group_2"]:
uf = UnionFind()
time_measures = {}
start_time = time.time()
B, R = optimal_param(threshold, num_perm)
Expand Down Expand Up @@ -343,5 +343,4 @@ def run(
logger.info("🤗 Happy Deduplicating 🤗")

mp.set_start_method("fork", force=True)
uf = UnionFind()
typer.run(run)