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include training/* |
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[project] | ||
name = "usaddress" | ||
version = "0.5.10" | ||
description = "Parse US addresses using conditional random fields" | ||
readme = "README.md" | ||
license = {text = "MIT License", url = "http://www.opensource.org/licenses/mit-license.php"} | ||
requires-python = ">=3.7" | ||
dependencies = [ | ||
"python-crfsuite>=0.7", | ||
"probableparsing" | ||
] | ||
classifiers = [ | ||
"Development Status :: 3 - Alpha", | ||
"Intended Audience :: Developers", | ||
"Intended Audience :: Science/Research", | ||
"License :: OSI Approved :: MIT License", | ||
"Natural Language :: English", | ||
"Operating System :: MacOS :: MacOS X", | ||
"Operating System :: Microsoft :: Windows", | ||
"Operating System :: POSIX", | ||
"Topic :: Software Development :: Libraries :: Python Modules", | ||
"Topic :: Scientific/Engineering", | ||
"Topic :: Scientific/Engineering :: Information Analysis", | ||
] | ||
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[project.urls] | ||
Homepage = "https://github.com/datamade/usaddress" | ||
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[project.optional-dependencies] | ||
dev = ["pytest", | ||
"black", | ||
"isort", | ||
"mypy", | ||
"flake8" | ||
] | ||
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[build-system] | ||
requires = ["setuptools>=42", "wheel", "parserator", "probableparsing"] | ||
build-backend = "setuptools.build_meta" | ||
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[tool.setuptools.packages.find] | ||
include = ["usaddress"] | ||
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[tool.setuptools.package-data] | ||
usaddress = ['usaddr.crfsuite'] | ||
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[tool.pytest.ini_options] | ||
addopts = [ | ||
"--import-mode=importlib", | ||
] | ||
testpaths = [ | ||
"tests", | ||
] | ||
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[tool.mypy] | ||
files = ["usaddress"] | ||
show_error_codes = true | ||
ignore_missing_imports = true | ||
check_untyped_defs = true | ||
implicit_reexport = false | ||
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[tool.isort] | ||
profile = "black" | ||
src_paths = ["usaddress", "tests"] |
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nose | ||
pytest | ||
parserator>=0.3 | ||
requests | ||
coverage | ||
flake8 | ||
pytest |
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try: | ||
from setuptools import setup | ||
except ImportError: | ||
raise ImportError( | ||
"setuptools module required, please go to " | ||
"https://pypi.python.org/pypi/setuptools and follow the instructions " | ||
"for installing setuptools" | ||
) | ||
import os | ||
import subprocess | ||
from distutils.cmd import Command | ||
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from setuptools import setup | ||
from setuptools.command.build_py import build_py as _build_py | ||
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class TrainModel(Command): | ||
description = "Training the model before building the package" | ||
user_options = [] | ||
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def initialize_options(self): | ||
pass | ||
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def finalize_options(self): | ||
pass | ||
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def run(self): | ||
subprocess.run( | ||
["parserator", "train", "training/labeled.xml", "usaddress"], | ||
env=dict(os.environ, PYTHONPATH="."), | ||
) | ||
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class build_py(_build_py): | ||
def run(self): | ||
self.run_command("train_model") # Run the custom command | ||
super().run() | ||
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# Standard setup configuration | ||
setup( | ||
version='0.5.10', | ||
url='https://github.com/datamade/usaddress', | ||
description='Parse US addresses using conditional random fields', | ||
name='usaddress', | ||
packages=['usaddress'], | ||
package_data={'usaddress': ['usaddr.crfsuite']}, | ||
license='The MIT License: http://www.opensource.org/licenses/mit-license.php', | ||
install_requires=['python-crfsuite>=0.7', | ||
'future>=0.14', | ||
'probableparsing'], | ||
classifiers=[ | ||
'Development Status :: 3 - Alpha', | ||
'Intended Audience :: Developers', | ||
'Intended Audience :: Science/Research', | ||
'License :: OSI Approved :: MIT License', | ||
'Natural Language :: English', | ||
'Operating System :: MacOS :: MacOS X', | ||
'Operating System :: Microsoft :: Windows', | ||
'Operating System :: POSIX', | ||
'Programming Language :: Python :: 2.7', | ||
'Programming Language :: Python :: 2 :: Only', | ||
'Topic :: Software Development :: Libraries :: Python Modules', | ||
'Topic :: Scientific/Engineering', | ||
'Topic :: Scientific/Engineering :: Information Analysis'], | ||
long_description=""" | ||
usaddress is a python library for parsing unstructured address strings into | ||
address components, using advanced NLP methods. | ||
From the python interpreter: | ||
>>> import usaddress | ||
>>> usaddress.parse('123 Main St. Suite 100 Chicago, IL') | ||
[('123', 'AddressNumber'), | ||
('Main', 'StreetName'), | ||
('St.', 'StreetNamePostType'), | ||
('Suite', 'OccupancyType'), | ||
('100', 'OccupancyIdentifier'), | ||
('Chicago,', 'PlaceName'), | ||
('IL', 'StateName')] | ||
""" | ||
cmdclass={ | ||
"build_py": build_py, # Override build_py | ||
"train_model": TrainModel, # Register custom command | ||
}, | ||
) |
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from __future__ import print_function | ||
from builtins import zip | ||
from builtins import object | ||
from usaddress import parse, GROUP_LABEL | ||
import pytest | ||
from parserator.training import readTrainingData | ||
import unittest | ||
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from usaddress import GROUP_LABEL, parse | ||
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class TestPerformance(object): # for test generators, must inherit from object | ||
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# these are simple address patterns | ||
def test_simple_addresses(self): | ||
test_file = 'measure_performance/test_data/simple_address_patterns.xml' | ||
data = list(readTrainingData([test_file], GROUP_LABEL)) | ||
# these are simple address patterns | ||
@pytest.mark.parametrize( | ||
"address_text,components", | ||
readTrainingData( | ||
["measure_performance/test_data/simple_address_patterns.xml"], GROUP_LABEL | ||
), | ||
) | ||
def test_simple_addresses(address_text, components): | ||
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for labeled_address in data: | ||
address_text, components = labeled_address | ||
_, labels_true = list(zip(*components)) | ||
_, labels_pred = list(zip(*parse(address_text))) | ||
yield equals, address_text, labels_pred, labels_true | ||
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# for making sure that performance isn't degrading | ||
# from now on, labeled examples of new address formats | ||
# should go both in training data & test data | ||
def test_all(self): | ||
test_file = 'measure_performance/test_data/labeled.xml' | ||
data = list(readTrainingData([test_file], GROUP_LABEL)) | ||
_, labels_true = list(zip(*components)) | ||
_, labels_pred = list(zip(*parse(address_text))) | ||
assert labels_pred == labels_true | ||
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for labeled_address in data: | ||
address_text, components = labeled_address | ||
_, labels_true = list(zip(*components)) | ||
_, labels_pred = list(zip(*parse(address_text))) | ||
yield equals, address_text, labels_pred, labels_true | ||
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# for making sure that performance isn't degrading | ||
# from now on, labeled examples of new address formats | ||
# should go both in training data & test data | ||
# these are simple address patterns | ||
@pytest.mark.parametrize( | ||
"address_text,components", | ||
readTrainingData(["measure_performance/test_data/labeled.xml"], GROUP_LABEL), | ||
) | ||
def test_all(address_text, components): | ||
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class TestPerformanceOld(object): # some old tests for usaddress | ||
_, labels_true = list(zip(*components)) | ||
_, labels_pred = list(zip(*parse(address_text))) | ||
assert labels_pred == labels_true | ||
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def test_synthetic_addresses(self): | ||
test_file = 'measure_performance/test_data/synthetic_osm_data.xml' | ||
data = list(readTrainingData([test_file], GROUP_LABEL)) | ||
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for labeled_address in data: | ||
address_text, components = labeled_address | ||
_, labels_true = list(zip(*components)) | ||
_, labels_pred = list(zip(*parse(address_text))) | ||
yield equals, address_text, labels_pred, labels_true | ||
@pytest.mark.parametrize( | ||
"address_text,components", | ||
readTrainingData( | ||
["measure_performance/test_data/synthetic_osm_data.xml"], GROUP_LABEL | ||
), | ||
) | ||
def test_synthetic_addresses(address_text, components): | ||
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def test_us50(self): | ||
test_file = 'measure_performance/test_data/us50_test_tagged.xml' | ||
data = list(readTrainingData([test_file], GROUP_LABEL)) | ||
_, labels_true = list(zip(*components)) | ||
_, labels_pred = list(zip(*parse(address_text))) | ||
assert labels_pred == labels_true | ||
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for labeled_address in data: | ||
address_text, components = labeled_address | ||
_, labels_true = list(zip(*components)) | ||
_, labels_pred = list(zip(*parse(address_text))) | ||
yield fuzzyEquals, address_text, labels_pred, labels_true | ||
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@pytest.mark.parametrize( | ||
"address_text,components", | ||
readTrainingData( | ||
["measure_performance/test_data/us50_test_tagged.xml"], GROUP_LABEL | ||
), | ||
) | ||
def test_us50(address_text, components): | ||
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def equals(addr, | ||
labels_pred, | ||
labels_true): | ||
prettyPrint(addr, labels_pred, labels_true) | ||
assert labels_pred == labels_true | ||
_, labels_true = list(zip(*components)) | ||
_, labels_pred = list(zip(*parse(address_text))) | ||
fuzzyEquals(labels_pred, labels_true) | ||
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def fuzzyEquals(addr, | ||
labels_pred, | ||
labels_true): | ||
def fuzzyEquals(labels_pred, labels_true): | ||
labels = [] | ||
fuzzy_labels = [] | ||
for label in labels_pred: | ||
if label.startswith('StreetName'): | ||
fuzzy_labels.append('StreetName') | ||
elif label.startswith('AddressNumber'): | ||
fuzzy_labels.append('AddressNumber') | ||
elif label == ('Null'): | ||
fuzzy_labels.append('NotAddress') | ||
if label.startswith("StreetName"): | ||
fuzzy_labels.append("StreetName") | ||
elif label.startswith("AddressNumber"): | ||
fuzzy_labels.append("AddressNumber") | ||
elif label == ("Null"): | ||
fuzzy_labels.append("NotAddress") | ||
else: | ||
fuzzy_labels.append(label) | ||
for label in labels_true: | ||
labels.append(label) | ||
prettyPrint(addr, fuzzy_labels, labels) | ||
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assert fuzzy_labels == labels | ||
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def prettyPrint(addr, predicted, true): | ||
print("ADDRESS: ", addr) | ||
print("pred: ", predicted) | ||
print("true: ", true) | ||
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if __name__ == "__main__": | ||
unittest.main() |
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import unittest | ||
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import usaddress | ||
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class TestTagging(unittest.TestCase): | ||
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def test_broadway(self): | ||
s1 = '1775 Broadway And 57th, Newyork NY' | ||
s1 = "1775 Broadway And 57th, Newyork NY" | ||
usaddress.tag(s1) |
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# -*- coding: utf-8 -*- | ||
from usaddress import tokenFeatures | ||
import unittest | ||
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from usaddress import tokenFeatures | ||
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class TestTokenFeatures(unittest.TestCase): | ||
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def test_unicode(self): | ||
features = tokenFeatures(u'å') | ||
assert features['endsinpunc'] is False | ||
features = tokenFeatures("å") | ||
assert features["endsinpunc"] is False | ||
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if __name__ == '__main__': | ||
if __name__ == "__main__": | ||
unittest.main() |
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