mirror of
https://github.com/explosion/spaCy.git
synced 2024-11-11 04:08:09 +03:00
02dafa3a84
* Add initial design for diff command For now, the diffing process looks like this: - The default config is created based from some values in the user config (e.g. which pipeline components were used, the lang, etc.) - The user must supply manually if it was optimized for acc/efficiency and if pretraining was involved. * Make diff command structure similar to siblings * Include gpu as a user option for CLI * Make variables more explicit * Fix type declaration for optimize enum * Improve docstrings for diff CLI * Add debug-diff to website API docs * Switch position of configs so that user config is modded * Add markdown flag for debug diff This commit adds a --markdown (--md) flag that allows easier copy-pasting to Github issues. Please note that this commit is dependent on an unreleased version of wasabi (for the time being). For posterity, the related PR is found here: https://github.com/ines/wasabi/pull/20 * Bump version of wasabi to 0.9.1 So that we can use the add_symbols parameter. * Apply suggestions from code review Co-authored-by: Ines Montani <ines@ines.io> * Update docs based on code review suggestions Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> * Change command name from diff -> diff-config * Clarify when options are relevant or not * Rerun prettier on cli.md Co-authored-by: Ines Montani <ines@ines.io> Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
90 lines
3.5 KiB
Python
90 lines
3.5 KiB
Python
from typing import Optional
|
|
|
|
import typer
|
|
from wasabi import Printer, diff_strings, MarkdownRenderer
|
|
from pathlib import Path
|
|
from thinc.api import Config
|
|
|
|
from ._util import debug_cli, Arg, Opt, show_validation_error, parse_config_overrides
|
|
from ..util import load_config
|
|
from .init_config import init_config, Optimizations
|
|
|
|
|
|
@debug_cli.command(
|
|
"diff-config",
|
|
context_settings={"allow_extra_args": True, "ignore_unknown_options": True},
|
|
)
|
|
def debug_diff_cli(
|
|
# fmt: off
|
|
ctx: typer.Context,
|
|
config_path: Path = Arg(..., help="Path to config file", exists=True, allow_dash=True),
|
|
compare_to: Optional[Path] = Opt(None, help="Path to a config file to diff against, or `None` to compare against default settings", exists=True, allow_dash=True),
|
|
optimize: Optimizations = Opt(Optimizations.efficiency.value, "--optimize", "-o", help="Whether the user config was optimized for efficiency or accuracy. Only relevant when comparing against the default config."),
|
|
gpu: bool = Opt(False, "--gpu", "-G", help="Whether the original config can run on a GPU. Only relevant when comparing against the default config."),
|
|
pretraining: bool = Opt(False, "--pretraining", "--pt", help="Whether to compare on a config with pretraining involved. Only relevant when comparing against the default config."),
|
|
markdown: bool = Opt(False, "--markdown", "-md", help="Generate Markdown for GitHub issues")
|
|
# fmt: on
|
|
):
|
|
"""Show a diff of a config file with respect to spaCy's defaults or another config file. If
|
|
additional settings were used in the creation of the config file, then you
|
|
must supply these as extra parameters to the command when comparing to the default settings. The generated diff
|
|
can also be used when posting to the discussion forum to provide more
|
|
information for the maintainers.
|
|
|
|
The `optimize`, `gpu`, and `pretraining` options are only relevant when
|
|
comparing against the default configuration (or specifically when `compare_to` is None).
|
|
|
|
DOCS: https://spacy.io/api/cli#debug-diff
|
|
"""
|
|
debug_diff(
|
|
config_path=config_path,
|
|
compare_to=compare_to,
|
|
gpu=gpu,
|
|
optimize=optimize,
|
|
pretraining=pretraining,
|
|
markdown=markdown,
|
|
)
|
|
|
|
|
|
def debug_diff(
|
|
config_path: Path,
|
|
compare_to: Optional[Path],
|
|
gpu: bool,
|
|
optimize: Optimizations,
|
|
pretraining: bool,
|
|
markdown: bool,
|
|
):
|
|
msg = Printer()
|
|
with show_validation_error(hint_fill=False):
|
|
user_config = load_config(config_path)
|
|
if compare_to:
|
|
other_config = load_config(compare_to)
|
|
else:
|
|
# Recreate a default config based from user's config
|
|
lang = user_config["nlp"]["lang"]
|
|
pipeline = list(user_config["nlp"]["pipeline"])
|
|
msg.info(f"Found user-defined language: '{lang}'")
|
|
msg.info(f"Found user-defined pipelines: {pipeline}")
|
|
other_config = init_config(
|
|
lang=lang,
|
|
pipeline=pipeline,
|
|
optimize=optimize.value,
|
|
gpu=gpu,
|
|
pretraining=pretraining,
|
|
silent=True,
|
|
)
|
|
|
|
user = user_config.to_str()
|
|
other = other_config.to_str()
|
|
|
|
if user == other:
|
|
msg.warn("No diff to show: configs are identical")
|
|
else:
|
|
diff_text = diff_strings(other, user, add_symbols=markdown)
|
|
if markdown:
|
|
md = MarkdownRenderer()
|
|
md.add(md.code_block(diff_text, "diff"))
|
|
print(md.text)
|
|
else:
|
|
print(diff_text)
|