convert.py : add python logging instead of print() (#6511)
* convert.py: add python logging instead of print() * convert.py: verbose flag takes priority over dump flag log suppression * convert.py: named instance logging * convert.py: use explicit logger id string * convert.py: convert extra print() to named logger * convert.py: sys.stderr.write --> logger.error * *.py: Convert all python scripts to use logging module * requirements.txt: remove extra line * flake8: update flake8 ignore and exclude to match ci settings * gh-actions: add flake8-no-print to flake8 lint step * pre-commit: add flake8-no-print to flake8 and also update pre-commit version * convert-hf-to-gguf.py: print() to logger conversion * *.py: logging basiconfig refactor to use conditional expression * *.py: removed commented out logging * fixup! *.py: logging basiconfig refactor to use conditional expression * constant.py: logger.error then exit should be a raise exception instead * *.py: Convert logger error and sys.exit() into a raise exception (for atypical error) * gguf-convert-endian.py: refactor convert_byteorder() to use tqdm progressbar * verify-checksum-model.py: This is the result of the program, it should be printed to stdout. * compare-llama-bench.py: add blank line for readability during missing repo response * reader.py: read_gguf_file() use print() over logging * convert.py: warning goes to stderr and won't hurt the dump output * gguf-dump.py: dump_metadata() should print to stdout * convert-hf-to-gguf.py: print --> logger.debug or ValueError() * verify-checksum-models.py: use print() for printing table * *.py: refactor logging.basicConfig() * gguf-py/gguf/*.py: use __name__ as logger name Since they will be imported and not run directly. * python-lint.yml: use .flake8 file instead * constants.py: logger no longer required * convert-hf-to-gguf.py: add additional logging * convert-hf-to-gguf.py: print() --> logger * *.py: fix flake8 warnings * revert changes to convert-hf-to-gguf.py for get_name() * convert-hf-to-gguf-update.py: use triple quoted f-string instead * *.py: accidentally corrected the wrong line * *.py: add compilade warning suggestions and style fixes
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23 changed files with 536 additions and 482 deletions
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@ -1,6 +1,7 @@
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#!/usr/bin/env python3
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from __future__ import annotations
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import logging
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import argparse
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import os
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import sys
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@ -15,6 +16,8 @@ if "NO_LOCAL_GGUF" not in os.environ and (Path(__file__).parent.parent.parent /
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from gguf import GGUFReader, GGUFValueType # noqa: E402
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logger = logging.getLogger("gguf-dump")
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def get_file_host_endian(reader: GGUFReader) -> tuple[str, str]:
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host_endian = 'LITTLE' if np.uint32(1) == np.uint32(1).newbyteorder("<") else 'BIG'
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@ -29,8 +32,8 @@ def get_file_host_endian(reader: GGUFReader) -> tuple[str, str]:
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# please see the comments in the modify_gguf.py example.
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def dump_metadata(reader: GGUFReader, args: argparse.Namespace) -> None:
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host_endian, file_endian = get_file_host_endian(reader)
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print(f'* File is {file_endian} endian, script is running on a {host_endian} endian host.')
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print(f'\n* Dumping {len(reader.fields)} key/value pair(s)')
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print(f'* File is {file_endian} endian, script is running on a {host_endian} endian host.') # noqa: NP100
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print(f'* Dumping {len(reader.fields)} key/value pair(s)') # noqa: NP100
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for n, field in enumerate(reader.fields.values(), 1):
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if not field.types:
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pretty_type = 'N/A'
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@ -39,20 +42,21 @@ def dump_metadata(reader: GGUFReader, args: argparse.Namespace) -> None:
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pretty_type = '[' * nest_count + str(field.types[-1].name) + ']' * nest_count
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else:
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pretty_type = str(field.types[-1].name)
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print(f' {n:5}: {pretty_type:10} | {len(field.data):8} | {field.name}', end = '')
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log_message = f' {n:5}: {pretty_type:10} | {len(field.data):8} | {field.name}'
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if len(field.types) == 1:
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curr_type = field.types[0]
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if curr_type == GGUFValueType.STRING:
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print(' = {0}'.format(repr(str(bytes(field.parts[-1]), encoding='utf8')[:60])), end = '')
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log_message += ' = {0}'.format(repr(str(bytes(field.parts[-1]), encoding='utf8')[:60]))
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elif field.types[0] in reader.gguf_scalar_to_np:
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print(' = {0}'.format(field.parts[-1][0]), end = '')
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print()
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log_message += ' = {0}'.format(field.parts[-1][0])
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print(log_message) # noqa: NP100
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if args.no_tensors:
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return
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print(f'\n* Dumping {len(reader.tensors)} tensor(s)')
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print(f'* Dumping {len(reader.tensors)} tensor(s)') # noqa: NP100
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for n, tensor in enumerate(reader.tensors, 1):
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prettydims = ', '.join('{0:5}'.format(d) for d in list(tensor.shape) + [1] * (4 - len(tensor.shape)))
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print(f' {n:5}: {tensor.n_elements:10} | {prettydims} | {tensor.tensor_type.name:7} | {tensor.name}')
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print(f' {n:5}: {tensor.n_elements:10} | {prettydims} | {tensor.tensor_type.name:7} | {tensor.name}') # noqa: NP100
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def dump_metadata_json(reader: GGUFReader, args: argparse.Namespace) -> None:
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@ -103,10 +107,17 @@ def main() -> None:
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parser.add_argument("--no-tensors", action="store_true", help="Don't dump tensor metadata")
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parser.add_argument("--json", action="store_true", help="Produce JSON output")
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parser.add_argument("--json-array", action="store_true", help="Include full array values in JSON output (long)")
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parser.add_argument("--verbose", action="store_true", help="increase output verbosity")
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args = parser.parse_args(None if len(sys.argv) > 1 else ["--help"])
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logging.basicConfig(level=logging.DEBUG if args.verbose else logging.INFO)
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if not args.json:
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print(f'* Loading: {args.model}')
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logger.info(f'* Loading: {args.model}')
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reader = GGUFReader(args.model, 'r')
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if args.json:
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dump_metadata_json(reader, args)
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else:
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