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✨ Represent sets as arrays in the Parquet file

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Mike Gerber 2025-06-12 07:45:22 +02:00
parent ebdded90d6
commit 215bfbb11f
2 changed files with 7 additions and 7 deletions
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10
check_dtypes.py
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@ -24,6 +24,7 @@ EXPECTED_TYPES = {
r"titleInfo_partName": ("object", ["str", "NoneType"]),
r"identifier-.*": ("object", ["str", "NoneType"]),
r"location_.*": ("object", ["str", "NoneType"]),
r"name\d+_.*roleTerm": ("object", ["ndarray", "NoneType"]),
r"name\d+_.*": ("object", ["str", "NoneType"]),
r"relatedItem-.*_recordInfo_recordIdentifier": ("object", ["str", "NoneType"]),
r"typeOfResource": ("object", ["str", "NoneType"]),
@ -32,11 +33,10 @@ EXPECTED_TYPES = {
r".*-count": ("Int64", None),
# XXX possibly sets:
r"genre-.*": ("object", ["str", "NoneType"]),
r"subject-.*": ("object", ["str", "NoneType"]),
r"language_.*Term": ("object", ["str", "NoneType"]),
r"classification-.*": ("object", ["str", "NoneType"]),
r"genre-.*": ("object", ["ndarray", "NoneType"]),
r"subject-.*": ("object", ["ndarray", "NoneType"]),
r"language_.*Term": ("object", ["ndarray", "NoneType"]),
r"classification-.*": ("object", ["ndarray", "NoneType"]),
# page_info

4
src/mods4pandas/lib.py
View file

@ -1,5 +1,6 @@
from __future__ import annotations
import ast
from itertools import groupby
import re
import warnings
@ -383,8 +384,7 @@ def convert_db_to_parquet(con, table, index_col, output_file):
elif column_type == "bool":
df[c] = df[c].map({"True": True, "False": False}).astype("boolean")
elif column_type == "set":
# TODO WIP
continue
df[c] = df[c].apply(lambda s: list(ast.literal_eval(s)) if s else None)
else:
raise NotImplementedError(f"Column {c}: type {column_type} not implemented yet.")