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Avoid numba recompilation for varying document-id lengths #83

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Avoid numba recompilation for varying document-id lengths #83

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3 changes: 2 additions & 1 deletion ranx/data_structures/qrels.py
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Original file line number Diff line number Diff line change
Expand Up @@ -74,7 +74,8 @@ def __init__(self, qrels: Dict[str, Dict[str, int]] = None, name: str = None):
# Doc IDs
doc_ids = [list(doc.keys()) for doc in qrels.values()]
max_len = max(len(y) for x in doc_ids for y in x)
dtype = f"<U{max_len}"
width = 1 << (max_len - 1).bit_length() if max_len > 1 else 1
dtype = f"<U{width}"
doc_ids = TypedList([np.array(x, dtype=dtype) for x in doc_ids])

# Scores
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3 changes: 2 additions & 1 deletion ranx/data_structures/run.py
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Original file line number Diff line number Diff line change
Expand Up @@ -59,7 +59,8 @@ def __init__(self, run: Dict[str, Dict[str, float]] = None, name: str = None):
# Doc IDs
doc_ids = [list(doc.keys()) for doc in run.values()]
max_len = max(len(y) for x in doc_ids for y in x)
dtype = f"<U{max_len}"
width = 1 << (max_len - 1).bit_length() if max_len > 1 else 1
dtype = f"<U{width}"
doc_ids = TypedList([np.array(x, dtype=dtype) for x in doc_ids])

# Scores
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