Skip to content

feat: Add a parquet uuid calculation #3440

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Draft
wants to merge 2 commits into
base: main
Choose a base branch
from
Draft
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
30 changes: 25 additions & 5 deletions src/awkward/operations/ak_from_parquet.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,9 @@

from __future__ import annotations

import hashlib
import json

import fsspec.parquet

import awkward as ak
Expand Down Expand Up @@ -65,11 +68,8 @@ def from_parquet(
See also #ak.to_parquet, #ak.metadata_from_parquet.
"""

parquet_columns, subform, actual_paths, fs, subrg, row_counts, meta = metadata(
path,
storage_options,
row_groups,
columns,
parquet_columns, subform, actual_paths, fs, subrg, row_counts, meta, uuid = (
metadata(path, storage_options, row_groups, columns, calculate_uuid=True)
)
return _load(
actual_paths,
Expand All @@ -95,6 +95,7 @@ def metadata(
columns=None,
ignore_metadata=False,
scan_files=True,
calculate_uuid=False,
):
# early exit if missing deps
pyarrow_parquet = awkward._connect.pyarrow.import_pyarrow_parquet("ak.from_parquet")
Expand Down Expand Up @@ -193,6 +194,25 @@ def metadata(
list_indicator=list_indicator, column_prefix=column_prefix
)

# generate hash from the col_counts, first row_group and last row_group to calculate approximate parquet uuid
uuid = None
if calculate_uuid:
uuids = [str(col_counts)]
for row_group_index in (0, metadata.num_row_groups - 1):
row_group_info = metadata.row_group(row_group_index)
uuids.append(repr(row_group_info.to_dict()))
uuid = hashlib.sha256(json.dumps(",".join(uuids)).encode()).hexdigest()
return (
parquet_columns,
subform,
actual_paths,
fs,
subrg,
col_counts,
metadata,
uuid,
)

return parquet_columns, subform, actual_paths, fs, subrg, col_counts, metadata


Expand Down
13 changes: 11 additions & 2 deletions src/awkward/operations/ak_metadata_from_parquet.py
Original file line number Diff line number Diff line change
Expand Up @@ -76,16 +76,25 @@ def _impl(
path, storage_options, row_groups=None, ignore_metadata=False, scan_files=True
):
results = ak.operations.ak_from_parquet.metadata(
path, storage_options, row_groups, None, ignore_metadata, scan_files
path,
storage_options,
row_groups,
None,
ignore_metadata,
scan_files,
calculate_uuid=True,
)
parquet_columns, subform, actual_paths, fs, subrg, col_counts, metadata, uuid = (
results
)
parquet_columns, subform, actual_paths, fs, subrg, col_counts, metadata = results

out = {
"form": subform,
"fs": fs,
"paths": actual_paths,
"col_counts": col_counts,
"columns": parquet_columns,
"uuid": uuid,
}
if col_counts:
out["num_rows"] = sum(col_counts)
Expand Down
Loading