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Add a tool to merge several podio files into a single one (#681)
* Add a tool to merge several podio files into a single one * Generate a metadata frame if it doesn't exist * Add configuration for the metadata parameter name * Hardcode the metadata parameters --------- Co-authored-by: jmcarcell <[email protected]>
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#!/usr/bin/env python3 | ||
"""podio-merge-files tool to merge any number of podio files into one""" | ||
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import argparse | ||
import sys | ||
import podio | ||
import podio.root_io | ||
from podio import reading | ||
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parser = argparse.ArgumentParser( | ||
description="Merge any number of podio files into one, can merge TTree and RNTuple files" | ||
) | ||
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parser.add_argument("--output-file", help="name of the output file", required=True) | ||
parser.add_argument("files", nargs="+", help="which files to merge") | ||
parser.add_argument( | ||
"--metadata", | ||
choices=["none", "all", "first"], | ||
default="first", | ||
help="metadata to include in the output file, default: " | ||
"only the one from the first file, other options: all files, none", | ||
) | ||
args = parser.parse_args() | ||
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all_files = set() | ||
for f in args.files: | ||
if f in all_files: | ||
raise ValueError(f"File {f} is present more than once in the input list") | ||
all_files.add(f) | ||
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ROOT_FORMAT = reading._determine_root_format(args.files[0]) # pylint: disable=protected-access | ||
if ROOT_FORMAT == reading.RootFileFormat.TTREE: | ||
reader = podio.root_io.Reader(args.files) | ||
writer = podio.root_io.Writer(args.output_file) | ||
elif ROOT_FORMAT == reading.RootFileFormat.RNTUPLE: | ||
reader = podio.root_io.RNTupleReader(args.files) | ||
writer = podio.root_io.RNTupleWriter(args.output_file) | ||
else: | ||
raise ValueError(f"Input file {args.files[0]} is not a TTree or RNTuple file") | ||
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categories = list(reader.categories) | ||
is_metadata_available = True # pylint: disable=invalid-name | ||
try: | ||
# All frames will be copied as they are except the metadata ones | ||
categories.remove("metadata") | ||
except ValueError: | ||
is_metadata_available = False # pylint: disable=invalid-name | ||
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for category in categories: | ||
all_frames = reader.get(category) | ||
for frame in all_frames: | ||
writer.write_frame(frame, category) | ||
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if args.metadata == "none": | ||
sys.exit(0) | ||
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if not is_metadata_available: | ||
print("Warning: metadata category 'metadata' not found in the input files, it will be created") | ||
all_frames = [podio.Frame()] | ||
else: | ||
if args.metadata == "first": | ||
all_frames = [reader.get("metadata")[0]] | ||
else: | ||
all_frames = reader.get("metadata") | ||
for frame in all_frames: | ||
frame.put_parameter("MergedInputFiles", args.files) | ||
writer.write_frame(frame, "metadata") |