mirror of
https://github.com/explosion/spaCy.git
synced 2025-10-31 16:07:41 +03:00
238 lines
7.8 KiB
Python
238 lines
7.8 KiB
Python
import os
|
|
from pathlib import Path
|
|
import pytest
|
|
import srsly
|
|
from typer.testing import CliRunner
|
|
from spacy.tokens import DocBin, Doc
|
|
|
|
from spacy.cli._util import app, get_git_version
|
|
from .util import make_tempdir, normalize_whitespace
|
|
|
|
|
|
def has_git():
|
|
try:
|
|
get_git_version()
|
|
return True
|
|
except RuntimeError:
|
|
return False
|
|
|
|
|
|
def test_convert_auto():
|
|
with make_tempdir() as d_in, make_tempdir() as d_out:
|
|
for f in ["data1.iob", "data2.iob", "data3.iob"]:
|
|
Path(d_in / f).touch()
|
|
|
|
# ensure that "automatic" suffix detection works
|
|
result = CliRunner().invoke(app, ["convert", str(d_in), str(d_out)])
|
|
assert "Generated output file" in result.stdout
|
|
out_files = os.listdir(d_out)
|
|
assert len(out_files) == 3
|
|
assert "data1.spacy" in out_files
|
|
assert "data2.spacy" in out_files
|
|
assert "data3.spacy" in out_files
|
|
|
|
|
|
def test_convert_auto_conflict():
|
|
with make_tempdir() as d_in, make_tempdir() as d_out:
|
|
for f in ["data1.iob", "data2.iob", "data3.json"]:
|
|
Path(d_in / f).touch()
|
|
|
|
# ensure that "automatic" suffix detection warns when there are different file types
|
|
result = CliRunner().invoke(app, ["convert", str(d_in), str(d_out)])
|
|
assert "All input files must be same type" in result.stdout
|
|
out_files = os.listdir(d_out)
|
|
assert len(out_files) == 0
|
|
|
|
|
|
def test_benchmark_accuracy_alias():
|
|
# Verify that the `evaluate` alias works correctly.
|
|
result_benchmark = CliRunner().invoke(app, ["benchmark", "accuracy", "--help"])
|
|
result_evaluate = CliRunner().invoke(app, ["evaluate", "--help"])
|
|
assert normalize_whitespace(result_benchmark.stdout) == normalize_whitespace(
|
|
result_evaluate.stdout.replace("spacy evaluate", "spacy benchmark accuracy")
|
|
)
|
|
|
|
|
|
def test_debug_data_trainable_lemmatizer_cli(en_vocab):
|
|
train_docs = [
|
|
Doc(en_vocab, words=["I", "like", "cats"], lemmas=["I", "like", "cat"]),
|
|
Doc(
|
|
en_vocab,
|
|
words=["Dogs", "are", "great", "too"],
|
|
lemmas=["dog", "be", "great", "too"],
|
|
),
|
|
]
|
|
dev_docs = [
|
|
Doc(en_vocab, words=["Cats", "are", "cute"], lemmas=["cat", "be", "cute"]),
|
|
Doc(en_vocab, words=["Pets", "are", "great"], lemmas=["pet", "be", "great"]),
|
|
]
|
|
with make_tempdir() as d_in:
|
|
train_bin = DocBin(docs=train_docs)
|
|
train_bin.to_disk(d_in / "train.spacy")
|
|
dev_bin = DocBin(docs=dev_docs)
|
|
dev_bin.to_disk(d_in / "dev.spacy")
|
|
# `debug data` requires an input pipeline config
|
|
CliRunner().invoke(
|
|
app,
|
|
[
|
|
"init",
|
|
"config",
|
|
f"{d_in}/config.cfg",
|
|
"--lang",
|
|
"en",
|
|
"--pipeline",
|
|
"trainable_lemmatizer",
|
|
],
|
|
)
|
|
result_debug_data = CliRunner().invoke(
|
|
app,
|
|
[
|
|
"debug",
|
|
"data",
|
|
f"{d_in}/config.cfg",
|
|
"--paths.train",
|
|
f"{d_in}/train.spacy",
|
|
"--paths.dev",
|
|
f"{d_in}/dev.spacy",
|
|
],
|
|
)
|
|
# Instead of checking specific wording of the output, which may change,
|
|
# we'll check that this section of the debug output is present.
|
|
assert "= Trainable Lemmatizer =" in result_debug_data.stdout
|
|
|
|
|
|
# project tests
|
|
|
|
SAMPLE_PROJECT = {
|
|
"title": "Sample project",
|
|
"description": "This is a project for testing",
|
|
"assets": [
|
|
{
|
|
"dest": "assets/spacy-readme.md",
|
|
"url": "https://github.com/explosion/spaCy/raw/dec81508d28b47f09a06203c472b37f00db6c869/README.md",
|
|
"checksum": "411b2c89ccf34288fae8ed126bf652f7",
|
|
},
|
|
{
|
|
"dest": "assets/citation.cff",
|
|
"url": "https://github.com/explosion/spaCy/raw/master/CITATION.cff",
|
|
"checksum": "c996bfd80202d480eb2e592369714e5e",
|
|
"extra": True,
|
|
},
|
|
],
|
|
"commands": [
|
|
{
|
|
"name": "ok",
|
|
"help": "print ok",
|
|
"script": ["python -c \"print('okokok')\""],
|
|
},
|
|
{
|
|
"name": "create",
|
|
"help": "make a file",
|
|
"script": ["touch abc.txt"],
|
|
"outputs": ["abc.txt"],
|
|
},
|
|
{
|
|
"name": "clean",
|
|
"help": "remove test file",
|
|
"script": ["rm abc.txt"],
|
|
},
|
|
],
|
|
}
|
|
|
|
SAMPLE_PROJECT_TEXT = srsly.yaml_dumps(SAMPLE_PROJECT)
|
|
|
|
|
|
@pytest.fixture
|
|
def project_dir():
|
|
with make_tempdir() as pdir:
|
|
(pdir / "project.yml").write_text(SAMPLE_PROJECT_TEXT)
|
|
yield pdir
|
|
|
|
|
|
def test_project_document(project_dir):
|
|
readme_path = project_dir / "README.md"
|
|
assert not readme_path.exists(), "README already exists"
|
|
result = CliRunner().invoke(
|
|
app, ["project", "document", str(project_dir), "-o", str(readme_path)]
|
|
)
|
|
assert result.exit_code == 0
|
|
assert readme_path.is_file()
|
|
text = readme_path.read_text("utf-8")
|
|
assert SAMPLE_PROJECT["description"] in text
|
|
|
|
|
|
def test_project_assets(project_dir):
|
|
asset_dir = project_dir / "assets"
|
|
assert not asset_dir.exists(), "Assets dir is already present"
|
|
result = CliRunner().invoke(app, ["project", "assets", str(project_dir)])
|
|
assert result.exit_code == 0
|
|
assert (asset_dir / "spacy-readme.md").is_file(), "Assets not downloaded"
|
|
# check that extras work
|
|
result = CliRunner().invoke(app, ["project", "assets", "--extra", str(project_dir)])
|
|
assert result.exit_code == 0
|
|
assert (asset_dir / "citation.cff").is_file(), "Extras not downloaded"
|
|
|
|
|
|
def test_project_run(project_dir):
|
|
# make sure dry run works
|
|
test_file = project_dir / "abc.txt"
|
|
result = CliRunner().invoke(
|
|
app, ["project", "run", "--dry", "create", str(project_dir)]
|
|
)
|
|
assert result.exit_code == 0
|
|
assert not test_file.is_file()
|
|
result = CliRunner().invoke(app, ["project", "run", "create", str(project_dir)])
|
|
assert result.exit_code == 0
|
|
assert test_file.is_file()
|
|
result = CliRunner().invoke(app, ["project", "run", "ok", str(project_dir)])
|
|
assert result.exit_code == 0
|
|
assert "okokok" in result.stdout
|
|
|
|
|
|
@pytest.mark.skipif(not has_git(), reason="git not installed")
|
|
@pytest.mark.parametrize(
|
|
"options",
|
|
[
|
|
"",
|
|
# "--sparse",
|
|
"--branch v3",
|
|
"--repo https://github.com/explosion/projects --branch v3",
|
|
],
|
|
)
|
|
def test_project_clone(options):
|
|
with make_tempdir() as workspace:
|
|
out = workspace / "project"
|
|
target = "benchmarks/ner_conll03"
|
|
if not options:
|
|
options = []
|
|
else:
|
|
options = options.split()
|
|
result = CliRunner().invoke(
|
|
app, ["project", "clone", target, *options, str(out)]
|
|
)
|
|
assert result.exit_code == 0
|
|
assert (out / "README.md").is_file()
|
|
|
|
|
|
def test_project_push_pull(project_dir):
|
|
proj = dict(SAMPLE_PROJECT)
|
|
remote = "xyz"
|
|
|
|
with make_tempdir() as remote_dir:
|
|
proj["remotes"] = {remote: str(remote_dir)}
|
|
proj_text = srsly.yaml_dumps(proj)
|
|
(project_dir / "project.yml").write_text(proj_text)
|
|
|
|
test_file = project_dir / "abc.txt"
|
|
result = CliRunner().invoke(app, ["project", "run", "create", str(project_dir)])
|
|
assert result.exit_code == 0
|
|
assert test_file.is_file()
|
|
result = CliRunner().invoke(app, ["project", "push", remote, str(project_dir)])
|
|
assert result.exit_code == 0
|
|
result = CliRunner().invoke(app, ["project", "run", "clean", str(project_dir)])
|
|
assert result.exit_code == 0
|
|
assert not test_file.exists()
|
|
result = CliRunner().invoke(app, ["project", "pull", remote, str(project_dir)])
|
|
assert result.exit_code == 0
|
|
assert test_file.is_file()
|