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add multiple tasks in config #281

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21 changes: 14 additions & 7 deletions egomimic/rldb/zarr/zarr_dataset_multi.py
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Original file line number Diff line number Diff line change
Expand Up @@ -214,12 +214,15 @@ def _get_filtered_paths(
filters = dict(filters) if filters is not None else {}
engine = create_default_engine()
df = episode_table_to_df(engine)
series = pd.Series(filters)

output = df.loc[
(df[list(filters)] == series).all(axis=1),
["zarr_processed_path", "episode_hash"],
]
mask = pd.Series([True] * len(df), index=df.index)
for key, value in filters.items():
if isinstance(value, str) or not hasattr(value, "__iter__"):
mask &= df[key] == value
else:
mask &= df[key].isin(list(value))

output = df.loc[mask, ["zarr_processed_path", "episode_hash"]]
before_len = len(output)

if debug:
Expand Down Expand Up @@ -404,8 +407,12 @@ def _local_filters_match(metadata: dict, episode_hash: str, filters: dict) -> bo

if meta_value is None:
return False
if meta_value != value:
return False
if isinstance(value, str) or not hasattr(value, "__iter__"):
if meta_value != value:
return False
else:
if meta_value not in list(value):
return False

return True

Expand Down