alanorth/csv-metadata-quality
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alanorth:master
alanorth:renovate/python-3.x
alanorth:renovate/ubuntu-24.x
alanorth:python-3.11
alanorth:v0.6.1
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alanorth:v0.5.0
alanorth:v0.4.7
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26
.drone.yml
View File

@ -76,4 +76,30 @@ steps:
# Test with AGROVOC validation (and dropping invalid) # Test with AGROVOC validation (and dropping invalid)
- csv-metadata-quality -i data/test.csv -o /tmp/test.csv --agrovoc-fields dcterms.subject -d - csv-metadata-quality -i data/test.csv -o /tmp/test.csv --agrovoc-fields dcterms.subject -d
---
kind: pipeline
type: docker
name: python37
steps:
- name: test
image: python:3.7-slim
commands:
- id
- python -V
- apt update && apt install -y gcc g++ libicu-dev pkg-config
- pip install -r requirements-dev.txt
- pytest
- python setup.py install
# Basic test
- csv-metadata-quality -i data/test.csv -o /tmp/test.csv
# Test with unsafe fixes
- csv-metadata-quality -i data/test.csv -o /tmp/test.csv -u
# Test with experimental checks
- csv-metadata-quality -i data/test.csv -o /tmp/test.csv -e
# Test with AGROVOC validation
- csv-metadata-quality -i data/test.csv -o /tmp/test.csv --agrovoc-fields dcterms.subject
# Test with AGROVOC validation (and dropping invalid)
- csv-metadata-quality -i data/test.csv -o /tmp/test.csv --agrovoc-fields dcterms.subject -d
# vim: ts=2 sw=2 et # vim: ts=2 sw=2 et

4
.github/workflows/python-app.yml vendored
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@ -16,10 +16,10 @@ jobs:
steps: steps:
- uses: actions/checkout@v2 - uses: actions/checkout@v2
- name: Set up Python 3.10 - name: Set up Python 3.9
uses: actions/setup-python@v2 uses: actions/setup-python@v2
with: with:
python-version: '3.10' python-version: 3.9
- name: Install dependencies - name: Install dependencies
run: | run: |
python -m pip install --upgrade pip python -m pip install --upgrade pip

3
README.md
View File

@ -8,7 +8,7 @@
A simple, but opinionated metadata quality checker and fixer designed to work with CSVs in the DSpace ecosystem (though it could theoretically work on any CSV that uses Dublin Core fields as columns). The implementation is essentially a pipeline of checks and fixes that begins with splitting multi-value fields on the standard DSpace "||" separator, trimming leading/trailing whitespace, and then proceeding to more specialized cases like ISSNs, ISBNs, languages, unnecessary Unicode, AGROVOC terms, etc. A simple, but opinionated metadata quality checker and fixer designed to work with CSVs in the DSpace ecosystem (though it could theoretically work on any CSV that uses Dublin Core fields as columns). The implementation is essentially a pipeline of checks and fixes that begins with splitting multi-value fields on the standard DSpace "||" separator, trimming leading/trailing whitespace, and then proceeding to more specialized cases like ISSNs, ISBNs, languages, unnecessary Unicode, AGROVOC terms, etc.
Requires Python 3.8 or greater. CSV and Excel support comes from the [Pandas](https://pandas.pydata.org/) library, though your mileage may vary with Excel because this is much less tested. Requires Python 3.7.1 or greater (3.8+ recommended). CSV and Excel support comes from the [Pandas](https://pandas.pydata.org/) library, though your mileage may vary with Excel because this is much less tested.
If you use the DSpace CSV metadata quality checker please cite: If you use the DSpace CSV metadata quality checker please cite:
@ -133,7 +133,6 @@ This currently uses the [Python langid](https://github.com/saffsd/langid.py) lib
- Warn if item is Open Access, but missing a license - Warn if item is Open Access, but missing a license
- Warn if item has an ISSN but no journal title - Warn if item has an ISSN but no journal title
- Update journal titles from ISSN - Update journal titles from ISSN
- Migrate to https://github.com/spdx/license-list-data
## License ## License
This work is licensed under the [GPLv3](https://www.gnu.org/licenses/gpl-3.0.en.html). This work is licensed under the [GPLv3](https://www.gnu.org/licenses/gpl-3.0.en.html).

581
poetry.lock generated
View File

@ -67,10 +67,10 @@ docs = ["Sphinx (>=1.2.2)", "sphinx-rtd-theme (>=0.1.6)"]
test = ["crate", "nose (>=1.1.2)", "geojson"] test = ["crate", "nose (>=1.1.2)", "geojson"]
[[package]] [[package]]
name = "appdirs" name = "appnope"
version = "1.4.4" version = "0.1.2"
description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." description = "Disable App Nap on macOS >= 10.9"
category = "main" category = "dev"
optional = false optional = false
python-versions = "*" python-versions = "*"
@ -84,17 +84,17 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]] [[package]]
name = "attrs" name = "attrs"
version = "21.4.0" version = "21.2.0"
description = "Classes Without Boilerplate" description = "Classes Without Boilerplate"
category = "main" category = "dev"
optional = false optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[package.extras] [package.extras]
dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"] dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"]
docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"] docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"] tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"] tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
[[package]] [[package]]
name = "babel" name = "babel"
@ -107,39 +107,41 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[package.dependencies] [package.dependencies]
pytz = ">=2015.7" pytz = ">=2015.7"
[[package]]
name = "backcall"
version = "0.2.0"
description = "Specifications for callback functions passed in to an API"
category = "dev"
optional = false
python-versions = "*"
[[package]] [[package]]
name = "black" name = "black"
version = "22.1.0" version = "21.12b0"
description = "The uncompromising code formatter." description = "The uncompromising code formatter."
category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=3.6.2" python-versions = ">=3.6.2"
[package.dependencies] [package.dependencies]
click = ">=8.0.0" click = ">=7.1.2"
mypy-extensions = ">=0.4.3" mypy-extensions = ">=0.4.3"
pathspec = ">=0.9.0" pathspec = ">=0.9.0,<1"
platformdirs = ">=2" platformdirs = ">=2"
tomli = ">=1.1.0" tomli = ">=0.2.6,<2.0.0"
typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""} typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
typing-extensions = [
{version = ">=3.10.0.0", markers = "python_version < \"3.10\""},
{version = "!=3.10.0.1", markers = "python_version >= \"3.10\""},
]
[package.extras] [package.extras]
colorama = ["colorama (>=0.4.3)"] colorama = ["colorama (>=0.4.3)"]
d = ["aiohttp (>=3.7.4)"] d = ["aiohttp (>=3.7.4)"]
jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
python2 = ["typed-ast (>=1.4.3)"]
uvloop = ["uvloop (>=0.15.2)"] uvloop = ["uvloop (>=0.15.2)"]
[[package]]
name = "cattrs"
version = "1.10.0"
description = "Composable complex class support for attrs and dataclasses."
category = "main"
optional = false
python-versions = ">=3.7,<4.0"
[package.dependencies]
attrs = ">=20"
[[package]] [[package]]
name = "certifi" name = "certifi"
version = "2021.10.8" version = "2021.10.8"
@ -150,7 +152,7 @@ python-versions = "*"
[[package]] [[package]]
name = "charset-normalizer" name = "charset-normalizer"
version = "2.0.10" version = "2.0.9"
description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
category = "main" category = "main"
optional = false optional = false
@ -169,6 +171,7 @@ python-versions = ">=3.6"
[package.dependencies] [package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""} colorama = {version = "*", markers = "platform_system == \"Windows\""}
importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
[[package]] [[package]]
name = "colorama" name = "colorama"
@ -227,6 +230,14 @@ category = "dev"
optional = false optional = false
python-versions = "*" python-versions = "*"
[[package]]
name = "decorator"
version = "5.1.0"
description = "Decorators for Humans"
category = "dev"
optional = false
python-versions = ">=3.5"
[[package]] [[package]]
name = "et-xmlfile" name = "et-xmlfile"
version = "1.1.0" version = "1.1.0"
@ -237,16 +248,17 @@ python-versions = ">=3.6"
[[package]] [[package]]
name = "flake8" name = "flake8"
version = "4.0.1" version = "3.9.2"
description = "the modular source code checker: pep8 pyflakes and co" description = "the modular source code checker: pep8 pyflakes and co"
category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=3.6" python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
[package.dependencies] [package.dependencies]
importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
mccabe = ">=0.6.0,<0.7.0" mccabe = ">=0.6.0,<0.7.0"
pycodestyle = ">=2.8.0,<2.9.0" pycodestyle = ">=2.7.0,<2.8.0"
pyflakes = ">=2.4.0,<2.5.0" pyflakes = ">=2.3.0,<2.4.0"
[[package]] [[package]]
name = "ftfy" name = "ftfy"
@ -289,6 +301,23 @@ category = "main"
optional = false optional = false
python-versions = ">=3.5" python-versions = ">=3.5"
[[package]]
name = "importlib-metadata"
version = "4.8.2"
description = "Read metadata from Python packages"
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
zipp = ">=0.5"
[package.extras]
docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
perf = ["ipython"]
testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
[[package]] [[package]]
name = "iniconfig" name = "iniconfig"
version = "1.1.1" version = "1.1.1"
@ -297,6 +326,38 @@ category = "dev"
optional = false optional = false
python-versions = "*" python-versions = "*"
[[package]]
name = "ipython"
version = "7.30.1"
description = "IPython: Productive Interactive Computing"
category = "dev"
optional = false
python-versions = ">=3.7"
[package.dependencies]
appnope = {version = "*", markers = "sys_platform == \"darwin\""}
backcall = "*"
colorama = {version = "*", markers = "sys_platform == \"win32\""}
decorator = "*"
jedi = ">=0.16"
matplotlib-inline = "*"
pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
pickleshare = "*"
prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
pygments = "*"
traitlets = ">=4.2"
[package.extras]
all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
doc = ["Sphinx (>=1.3)"]
kernel = ["ipykernel"]
nbconvert = ["nbconvert"]
nbformat = ["nbformat"]
notebook = ["notebook", "ipywidgets"]
parallel = ["ipyparallel"]
qtconsole = ["qtconsole"]
test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.17)"]
[[package]] [[package]]
name = "isodate" name = "isodate"
version = "0.6.1" version = "0.6.1"
@ -322,6 +383,29 @@ requirements_deprecated_finder = ["pipreqs", "pip-api"]
colors = ["colorama (>=0.4.3,<0.5.0)"] colors = ["colorama (>=0.4.3,<0.5.0)"]
plugins = ["setuptools"] plugins = ["setuptools"]
[[package]]
name = "itsdangerous"
version = "2.0.1"
description = "Safely pass data to untrusted environments and back."
category = "main"
optional = false
python-versions = ">=3.6"
[[package]]
name = "jedi"
version = "0.18.1"
description = "An autocompletion tool for Python that can be used for text editors."
category = "dev"
optional = false
python-versions = ">=3.6"
[package.dependencies]
parso = ">=0.8.0,<0.9.0"
[package.extras]
qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
[[package]] [[package]]
name = "langid" name = "langid"
version = "1.1.6" version = "1.1.6"
@ -344,6 +428,17 @@ python-versions = "*"
[package.dependencies] [package.dependencies]
six = ">=1.6.1" six = ">=1.6.1"
[[package]]
name = "matplotlib-inline"
version = "0.1.3"
description = "Inline Matplotlib backend for Jupyter"
category = "dev"
optional = false
python-versions = ">=3.5"
[package.dependencies]
traitlets = "*"
[[package]] [[package]]
name = "mccabe" name = "mccabe"
version = "0.6.1" version = "0.6.1"
@ -362,11 +457,11 @@ python-versions = "*"
[[package]] [[package]]
name = "numpy" name = "numpy"
version = "1.22.1" version = "1.21.1"
description = "NumPy is the fundamental package for array computing with Python." description = "NumPy is the fundamental package for array computing with Python."
category = "main" category = "main"
optional = false optional = false
python-versions = ">=3.8" python-versions = ">=3.7"
[[package]] [[package]]
name = "olefile" name = "olefile"
@ -400,24 +495,24 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
[[package]] [[package]]
name = "pandas" name = "pandas"
version = "1.4.0" version = "1.3.5"
description = "Powerful data structures for data analysis, time series, and statistics" description = "Powerful data structures for data analysis, time series, and statistics"
category = "main" category = "main"
optional = false optional = false
python-versions = ">=3.8" python-versions = ">=3.7.1"
[package.dependencies] [package.dependencies]
numpy = [ numpy = [
{version = ">=1.18.5", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""}, {version = ">=1.17.3", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
{version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""}, {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
{version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""}, {version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""},
{version = ">=1.21.0", markers = "python_version >= \"3.10\""}, {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
] ]
python-dateutil = ">=2.8.1" python-dateutil = ">=2.7.3"
pytz = ">=2020.1" pytz = ">=2017.3"
[package.extras] [package.extras]
test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"] test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
[[package]] [[package]]
name = "parsedatetime" name = "parsedatetime"
@ -430,6 +525,18 @@ python-versions = "*"
[package.dependencies] [package.dependencies]
future = "*" future = "*"
[[package]]
name = "parso"
version = "0.8.3"
description = "A Python Parser"
category = "dev"
optional = false
python-versions = ">=3.6"
[package.extras]
qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
testing = ["docopt", "pytest (<6.0.0)"]
[[package]] [[package]]
name = "pathspec" name = "pathspec"
version = "0.9.0" version = "0.9.0"
@ -438,13 +545,32 @@ category = "dev"
optional = false optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
[[package]]
name = "pexpect"
version = "4.8.0"
description = "Pexpect allows easy control of interactive console applications."
category = "dev"
optional = false
python-versions = "*"
[package.dependencies]
ptyprocess = ">=0.5"
[[package]]
name = "pickleshare"
version = "0.7.5"
description = "Tiny 'shelve'-like database with concurrency support"
category = "dev"
optional = false
python-versions = "*"
[[package]] [[package]]
name = "platformdirs" name = "platformdirs"
version = "2.4.1" version = "2.4.0"
description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=3.7" python-versions = ">=3.6"
[package.extras] [package.extras]
docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"] docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
@ -458,6 +584,9 @@ category = "dev"
optional = false optional = false
python-versions = ">=3.6" python-versions = ">=3.6"
[package.dependencies]
importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
[package.extras] [package.extras]
dev = ["pre-commit", "tox"] dev = ["pre-commit", "tox"]
testing = ["pytest", "pytest-benchmark"] testing = ["pytest", "pytest-benchmark"]
@ -470,6 +599,25 @@ category = "dev"
optional = false optional = false
python-versions = "*" python-versions = "*"
[[package]]
name = "prompt-toolkit"
version = "3.0.24"
description = "Library for building powerful interactive command lines in Python"
category = "dev"
optional = false
python-versions = ">=3.6.2"
[package.dependencies]
wcwidth = "*"
[[package]]
name = "ptyprocess"
version = "0.7.0"
description = "Run a subprocess in a pseudo terminal"
category = "dev"
optional = false
python-versions = "*"
[[package]] [[package]]
name = "py" name = "py"
version = "1.11.0" version = "1.11.0"
@ -480,23 +628,23 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[[package]] [[package]]
name = "pycodestyle" name = "pycodestyle"
version = "2.8.0" version = "2.7.0"
description = "Python style guide checker" description = "Python style guide checker"
category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]] [[package]]
name = "pycountry" name = "pycountry"
version = "22.1.10" version = "19.8.18"
description = "ISO country, subdivision, language, currency and script definitions and their translations" description = "ISO country, subdivision, language, currency and script definitions and their translations"
category = "main" category = "main"
optional = false optional = false
python-versions = ">=3.5, <4" python-versions = "*"
[[package]] [[package]]
name = "pyflakes" name = "pyflakes"
version = "2.4.0" version = "2.3.1"
description = "passive checker of Python programs" description = "passive checker of Python programs"
category = "dev" category = "dev"
optional = false optional = false
@ -504,7 +652,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]] [[package]]
name = "pygments" name = "pygments"
version = "2.11.2" version = "2.10.0"
description = "Pygments is a syntax highlighting package written in Python." description = "Pygments is a syntax highlighting package written in Python."
category = "dev" category = "dev"
optional = false optional = false
@ -512,7 +660,7 @@ python-versions = ">=3.5"
[[package]] [[package]]
name = "pyparsing" name = "pyparsing"
version = "3.0.7" version = "3.0.6"
description = "Python parsing module" description = "Python parsing module"
category = "dev" category = "dev"
optional = false optional = false
@ -533,6 +681,7 @@ python-versions = ">=3.6"
atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""} atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
attrs = ">=19.2.0" attrs = ">=19.2.0"
colorama = {version = "*", markers = "sys_platform == \"win32\""} colorama = {version = "*", markers = "sys_platform == \"win32\""}
importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
iniconfig = "*" iniconfig = "*"
packaging = "*" packaging = "*"
pluggy = ">=0.12,<2.0" pluggy = ">=0.12,<2.0"
@ -611,7 +760,7 @@ python-versions = "*"
[[package]] [[package]]
name = "requests" name = "requests"
version = "2.27.1" version = "2.26.0"
description = "Python HTTP for Humans." description = "Python HTTP for Humans."
category = "main" category = "main"
optional = false optional = false
@ -629,34 +778,27 @@ use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
[[package]] [[package]]
name = "requests-cache" name = "requests-cache"
version = "0.9.1" version = "0.6.4"
description = "A transparent persistent cache for the requests library" description = "Persistent cache for requests library"
category = "main" category = "main"
optional = false optional = false
python-versions = ">=3.7,<4.0" python-versions = ">=3.6"
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appdirs = ">=1.4.4,<2.0.0" itsdangerous = "*"
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cattrs = ">=1.8,<2.0" url-normalize = ">=1.4"
requests = ">=2.22,<3.0"
url-normalize = ">=1.4,<2.0"
urllib3 = ">=1.25.5,<2.0.0"
[package.extras] [package.extras]
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yaml = ["pyyaml (>=5.4)"]
json = ["ujson (>=4.0)"]
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[[package]] [[package]]
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version = "11.1.0" version = "10.16.1"
description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal" description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
category = "dev" category = "dev"
optional = false optional = false
@ -666,6 +808,7 @@ python-versions = ">=3.6.2,<4.0.0"
colorama = ">=0.4.0,<0.5.0" colorama = ">=0.4.0,<0.5.0"
commonmark = ">=0.9.0,<0.10.0" commonmark = ">=0.9.0,<0.10.0"
pygments = ">=2.6.0,<3.0.0" pygments = ">=2.6.0,<3.0.0"
typing-extensions = {version = ">=3.7.4,<5.0", markers = "python_version < \"3.8\""}
[package.extras] [package.extras]
jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"] jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"]
@ -696,6 +839,7 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
[package.dependencies] [package.dependencies]
greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\""} greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\""}
importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
[package.extras] [package.extras]
aiomysql = ["greenlet (!=0.4.17)", "aiomysql"] aiomysql = ["greenlet (!=0.4.17)", "aiomysql"]
@ -735,17 +879,36 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
[[package]] [[package]]
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category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=3.6"
[[package]]
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description = "Traitlets Python configuration system"
category = "dev"
optional = false
python-versions = ">=3.7" python-versions = ">=3.7"
[package.extras]
test = ["pytest"]
[[package]]
name = "typed-ast"
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category = "dev"
optional = false
python-versions = ">=3.6"
[[package]] [[package]]
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category = "dev" category = "main"
optional = false optional = false
python-versions = ">=3.6" python-versions = ">=3.6"
@ -762,7 +925,7 @@ six = "*"
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optional = false optional = false
@ -789,10 +952,22 @@ category = "main"
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python-versions = ">=3.6"
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{file = "requests-cache-0.9.1.tar.gz", hash = "sha256:7737f83f0f48481a904bb9a9402233db5090931e46f9644c502646a573848d35"}, {file = "requests-cache-0.6.4.tar.gz", hash = "sha256:dd9120a4ab7b8128cba9b6b120d8b5560d566a3cd0f828cced3d3fd60a42ec40"},
{file = "requests_cache-0.9.1-py3-none-any.whl", hash = "sha256:3e3384c48dca231ee4c49e7ba53162bc0d99e16721baf085bfba1552d065d151"}, {file = "requests_cache-0.6.4-py2.py3-none-any.whl", hash = "sha256:1102daa13a804abe23fad62d694e7dee58d6063a35d94bf6e8c9821e22e5a78b"},
] ]
rich = [ rich = [
{file = "rich-11.1.0-py3-none-any.whl", hash = "sha256:365ebcdbfb3aa8d4b0ed2490e0fbf7b886a39d14eb7ea5fb7aece950835e1eed"}, {file = "rich-10.16.1-py3-none-any.whl", hash = "sha256:bbe04dd6ac09e4b00d22cb1051aa127beaf6e16c3d8687b026e96d3fca6aad52"},
{file = "rich-11.1.0.tar.gz", hash = "sha256:43e03d8eec12e21beaecc22c828a41c4247356414a12d5879834863d4ad53816"}, {file = "rich-10.16.1.tar.gz", hash = "sha256:4949e73de321784ef6664ebbc854ac82b20ff60b2865097b93f3b9b41e30da27"},
] ]
six = [ six = [
{file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"}, {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
@ -1173,8 +1381,33 @@ toml = [
{file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"}, {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
] ]
tomli = [ tomli = [
{file = "tomli-2.0.0-py3-none-any.whl", hash = "sha256:b5bde28da1fed24b9bd1d4d2b8cba62300bfb4ec9a6187a957e8ddb9434c5224"}, {file = "tomli-1.2.3-py3-none-any.whl", hash = "sha256:e3069e4be3ead9668e21cb9b074cd948f7b3113fd9c8bba083f48247aab8b11c"},
{file = "tomli-2.0.0.tar.gz", hash = "sha256:c292c34f58502a1eb2bbb9f5bbc9a5ebc37bee10ffb8c2d6bbdfa8eb13cc14e1"}, {file = "tomli-1.2.3.tar.gz", hash = "sha256:05b6166bff487dc068d322585c7ea4ef78deed501cc124060e0f238e89a9231f"},
]
traitlets = [
{file = "traitlets-5.1.1-py3-none-any.whl", hash = "sha256:2d313cc50a42cd6c277e7d7dc8d4d7fedd06a2c215f78766ae7b1a66277e0033"},
{file = "traitlets-5.1.1.tar.gz", hash = "sha256:059f456c5a7c1c82b98c2e8c799f39c9b8128f6d0d46941ee118daace9eb70c7"},
]
typed-ast = [
{file = "typed_ast-1.5.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5d8314c92414ce7481eee7ad42b353943679cf6f30237b5ecbf7d835519e1212"},
{file = "typed_ast-1.5.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b53ae5de5500529c76225d18eeb060efbcec90ad5e030713fe8dab0fb4531631"},
{file = "typed_ast-1.5.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:24058827d8f5d633f97223f5148a7d22628099a3d2efe06654ce872f46f07cdb"},
{file = "typed_ast-1.5.1-cp310-cp310-win_amd64.whl", hash = "sha256:a6d495c1ef572519a7bac9534dbf6d94c40e5b6a608ef41136133377bba4aa08"},
{file = "typed_ast-1.5.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:de4ecae89c7d8b56169473e08f6bfd2df7f95015591f43126e4ea7865928677e"},
{file = "typed_ast-1.5.1-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:256115a5bc7ea9e665c6314ed6671ee2c08ca380f9d5f130bd4d2c1f5848d695"},
{file = "typed_ast-1.5.1-cp36-cp36m-win_amd64.whl", hash = "sha256:7c42707ab981b6cf4b73490c16e9d17fcd5227039720ca14abe415d39a173a30"},
{file = "typed_ast-1.5.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:71dcda943a471d826ea930dd449ac7e76db7be778fcd722deb63642bab32ea3f"},
{file = "typed_ast-1.5.1-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:4f30a2bcd8e68adbb791ce1567fdb897357506f7ea6716f6bbdd3053ac4d9471"},
{file = "typed_ast-1.5.1-cp37-cp37m-win_amd64.whl", hash = "sha256:ca9e8300d8ba0b66d140820cf463438c8e7b4cdc6fd710c059bfcfb1531d03fb"},
{file = "typed_ast-1.5.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:9caaf2b440efb39ecbc45e2fabde809cbe56272719131a6318fd9bf08b58e2cb"},
{file = "typed_ast-1.5.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:c9bcad65d66d594bffab8575f39420fe0ee96f66e23c4d927ebb4e24354ec1af"},
{file = "typed_ast-1.5.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:591bc04e507595887160ed7aa8d6785867fb86c5793911be79ccede61ae96f4d"},
{file = "typed_ast-1.5.1-cp38-cp38-win_amd64.whl", hash = "sha256:a80d84f535642420dd17e16ae25bb46c7f4c16ee231105e7f3eb43976a89670a"},
{file = "typed_ast-1.5.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:38cf5c642fa808300bae1281460d4f9b7617cf864d4e383054a5ef336e344d32"},
{file = "typed_ast-1.5.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:5b6ab14c56bc9c7e3c30228a0a0b54b915b1579613f6e463ba6f4eb1382e7fd4"},
{file = "typed_ast-1.5.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a2b8d7007f6280e36fa42652df47087ac7b0a7d7f09f9468f07792ba646aac2d"},
{file = "typed_ast-1.5.1-cp39-cp39-win_amd64.whl", hash = "sha256:b6d17f37f6edd879141e64a5db17b67488cfeffeedad8c5cec0392305e9bc775"},
{file = "typed_ast-1.5.1.tar.gz", hash = "sha256:484137cab8ecf47e137260daa20bafbba5f4e3ec7fda1c1e69ab299b75fa81c5"},
] ]
typing-extensions = [ typing-extensions = [
{file = "typing_extensions-4.0.1-py3-none-any.whl", hash = "sha256:7f001e5ac290a0c0401508864c7ec868be4e701886d5b573a9528ed3973d9d3b"}, {file = "typing_extensions-4.0.1-py3-none-any.whl", hash = "sha256:7f001e5ac290a0c0401508864c7ec868be4e701886d5b573a9528ed3973d9d3b"},
@ -1185,8 +1418,8 @@ url-normalize = [
{file = "url_normalize-1.4.3-py2.py3-none-any.whl", hash = "sha256:ec3c301f04e5bb676d333a7fa162fa977ad2ca04b7e652bfc9fac4e405728eed"}, {file = "url_normalize-1.4.3-py2.py3-none-any.whl", hash = "sha256:ec3c301f04e5bb676d333a7fa162fa977ad2ca04b7e652bfc9fac4e405728eed"},
] ]
urllib3 = [ urllib3 = [
{file = "urllib3-1.26.8-py2.py3-none-any.whl", hash = "sha256:000ca7f471a233c2251c6c7023ee85305721bfdf18621ebff4fd17a8653427ed"}, {file = "urllib3-1.26.7-py2.py3-none-any.whl", hash = "sha256:c4fdf4019605b6e5423637e01bc9fe4daef873709a7973e195ceba0a62bbc844"},
{file = "urllib3-1.26.8.tar.gz", hash = "sha256:0e7c33d9a63e7ddfcb86780aac87befc2fbddf46c58dbb487e0855f7ceec283c"}, {file = "urllib3-1.26.7.tar.gz", hash = "sha256:4987c65554f7a2dbf30c18fd48778ef124af6fab771a377103da0585e2336ece"},
] ]
wcwidth = [ wcwidth = [
{file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"}, {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
@ -1196,3 +1429,7 @@ xlrd = [
{file = "xlrd-1.2.0-py2.py3-none-any.whl", hash = "sha256:e551fb498759fa3a5384a94ccd4c3c02eb7c00ea424426e212ac0c57be9dfbde"}, {file = "xlrd-1.2.0-py2.py3-none-any.whl", hash = "sha256:e551fb498759fa3a5384a94ccd4c3c02eb7c00ea424426e212ac0c57be9dfbde"},
{file = "xlrd-1.2.0.tar.gz", hash = "sha256:546eb36cee8db40c3eaa46c351e67ffee6eeb5fa2650b71bc4c758a29a1b29b2"}, {file = "xlrd-1.2.0.tar.gz", hash = "sha256:546eb36cee8db40c3eaa46c351e67ffee6eeb5fa2650b71bc4c758a29a1b29b2"},
] ]
zipp = [
{file = "zipp-3.6.0-py3-none-any.whl", hash = "sha256:9fe5ea21568a0a70e50f273397638d39b03353731e6cbbb3fd8502a33fec40bc"},
{file = "zipp-3.6.0.tar.gz", hash = "sha256:71c644c5369f4a6e07636f0aa966270449561fcea2e3d6747b8d23efaa9d7832"},
]

15
pyproject.toml
View File

@ -11,13 +11,13 @@ homepage = "https://github.com/ilri/csv-metadata-quality"
csv-metadata-quality = 'csv_metadata_quality.__main__:main' csv-metadata-quality = 'csv_metadata_quality.__main__:main'
[tool.poetry.dependencies] [tool.poetry.dependencies]
python = "^3.8" python = "^3.7.1"
pandas = "^1.4.0" pandas = "^1.0.4"
python-stdnum = "^1.13" python-stdnum = "^1.13"
xlrd = "^1.2.0" xlrd = "^1.2.0"
requests = "^2.27.1" requests = "^2.23.0"
requests-cache = "^0.9.1" requests-cache = "~0.6.4"
pycountry = "^22.1.10" pycountry = "^19.8.18"
langid = "^1.1.6" langid = "^1.1.6"
colorama = "^0.4.4" colorama = "^0.4.4"
spdx-license-list = "^0.5.2" spdx-license-list = "^0.5.2"
@ -27,9 +27,10 @@ country-converter = "^0.7.4"
[tool.poetry.dev-dependencies] [tool.poetry.dev-dependencies]
pytest = "^6.1.1" pytest = "^6.1.1"
flake8 = "^4.0.1" ipython = { version = "^7.18.1", python = "^3.7" }
flake8 = "^3.8.4"
pytest-clarity = "^1.0.1" pytest-clarity = "^1.0.1"
black = "^22.1.0" black = "^21.6b0"
isort = "^5.5.4" isort = "^5.5.4"
csvkit = "^1.0.5" csvkit = "^1.0.5"

70
requirements-dev.txt
View File

@ -2,67 +2,81 @@ agate-dbf==0.2.2
agate-excel==0.2.5 agate-excel==0.2.5
agate-sql==0.5.8 agate-sql==0.5.8
agate==1.6.3 agate==1.6.3
appdirs==1.4.4; python_version >= "3.7" and python_version < "4.0" appnope==0.1.2; python_version >= "3.7" and python_version < "4.0" and sys_platform == "darwin"
atomicwrites==1.4.0; python_version >= "3.6" and python_full_version < "3.0.0" and sys_platform == "win32" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6") or sys_platform == "win32" and python_version >= "3.6" and python_full_version >= "3.4.0" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6") atomicwrites==1.4.0; python_version >= "3.6" and python_full_version < "3.0.0" and sys_platform == "win32" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6") or sys_platform == "win32" and python_version >= "3.6" and python_full_version >= "3.4.0" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6")
attrs==21.4.0; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.5.0" attrs==21.2.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.6"
babel==2.9.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" babel==2.9.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0"
black==22.1.0; python_full_version >= "3.6.2" backcall==0.2.0; python_version >= "3.7" and python_version < "4.0"
cattrs==1.10.0; python_version >= "3.7" and python_version < "4.0" black==21.12b0; python_full_version >= "3.6.2"
certifi==2021.10.8; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.6.0" certifi==2021.10.8; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
charset-normalizer==2.0.10; python_full_version >= "3.6.0" and python_version >= "3.7" and python_version < "4.0" charset-normalizer==2.0.9; python_full_version >= "3.6.0" and python_version >= "3.6"
click==8.0.3; python_version >= "3.6" and python_full_version >= "3.6.2" click==8.0.3; python_version >= "3.6" and python_full_version >= "3.6.2"
colorama==0.4.4; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0") colorama==0.4.4; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0")
commonmark==0.9.1; python_full_version >= "3.6.2" and python_full_version < "4.0.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0") commonmark==0.9.1; python_full_version >= "3.6.2" and python_full_version < "4.0.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0")
country-converter==0.7.4 country-converter==0.7.4
csvkit==1.0.6 csvkit==1.0.6
dbfread==2.0.7 dbfread==2.0.7
decorator==5.1.0; python_version >= "3.7" and python_version < "4.0"
et-xmlfile==1.1.0; python_version >= "3.6" et-xmlfile==1.1.0; python_version >= "3.6"
flake8==4.0.1; python_version >= "3.6" flake8==3.9.2; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0")
ftfy==6.0.3; python_version >= "3.6" ftfy==6.0.3; python_version >= "3.6"
future==0.18.2; python_version >= "2.6" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" future==0.18.2; python_version >= "2.6" and python_full_version < "3.0.0" or python_full_version >= "3.3.0"
greenlet==1.1.2; python_version >= "3" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3" greenlet==1.1.2; python_version >= "3" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3"
idna==3.3; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_full_version >= "3.6.0" and python_version >= "3.7" and python_version < "4.0" idna==3.3; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
importlib-metadata==4.8.2; python_full_version >= "3.6.2" and python_version < "3.8" and python_version >= "3.6" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6") and (python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "3.8" or python_full_version >= "3.6.0" and python_version < "3.8" and python_version >= "3.6")
iniconfig==1.1.1; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6" iniconfig==1.1.1; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6"
ipython==7.30.1; python_version >= "3.7" and python_version < "4.0"
isodate==0.6.1 isodate==0.6.1
isort==5.10.1; python_full_version >= "3.6.1" and python_version < "4.0" isort==5.10.1; python_full_version >= "3.6.1" and python_version < "4.0"
itsdangerous==2.0.1; python_version >= "3.6"
jedi==0.18.1; python_version >= "3.7" and python_version < "4.0"
langid==1.1.6 langid==1.1.6
leather==0.3.4 leather==0.3.4
mccabe==0.6.1; python_version >= "3.6" matplotlib-inline==0.1.3; python_version >= "3.7" and python_version < "4.0"
mccabe==0.6.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0"
mypy-extensions==0.4.3; python_full_version >= "3.6.2" mypy-extensions==0.4.3; python_full_version >= "3.6.2"
numpy==1.22.1 numpy==1.21.1
olefile==0.46; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" olefile==0.46; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0"
openpyxl==3.0.9; python_version >= "3.6" openpyxl==3.0.9; python_version >= "3.6"
packaging==21.3; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6" packaging==21.3; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6"
pandas==1.4.0; python_version >= "3.8" pandas==1.3.5; python_full_version >= "3.7.1"
parsedatetime==2.4 parsedatetime==2.4
parso==0.8.3; python_version >= "3.7" and python_version < "4.0"
pathspec==0.9.0; python_full_version >= "3.6.2" pathspec==0.9.0; python_full_version >= "3.6.2"
platformdirs==2.4.1; python_version >= "3.7" and python_full_version >= "3.6.2" pexpect==4.8.0; python_version >= "3.7" and python_version < "4.0" and sys_platform != "win32"
pickleshare==0.7.5; python_version >= "3.7" and python_version < "4.0"
platformdirs==2.4.0; python_version >= "3.6" and python_full_version >= "3.6.2"
pluggy==1.0.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6" pluggy==1.0.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6"
pprintpp==0.4.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" pprintpp==0.4.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0"
prompt-toolkit==3.0.24; python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.6.2"
ptyprocess==0.7.0; python_version >= "3.7" and python_version < "4.0" and sys_platform != "win32"
py==1.11.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.6" py==1.11.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.6"
pycodestyle==2.8.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.6" pycodestyle==2.7.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0"
pycountry==22.1.10; python_version >= "3.5" and python_version < "4" pycountry==19.8.18
pyflakes==2.4.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6" pyflakes==2.3.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0"
pygments==2.11.2; python_full_version >= "3.6.2" and python_full_version < "4.0.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0") and python_version >= "3.5" pygments==2.10.0; python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.6.2" and python_full_version < "4.0.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0")
pyparsing==3.0.7; python_version >= "3.6" pyparsing==3.0.6; python_version >= "3.6"
pytest-clarity==1.0.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0") pytest-clarity==1.0.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0")
pytest==6.2.5; python_version >= "3.6" pytest==6.2.5; python_version >= "3.6"
python-dateutil==2.8.2; python_version >= "3.8" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.8" python-dateutil==2.8.2; python_full_version >= "3.7.1"
python-slugify==5.0.2; python_version >= "3.6" python-slugify==5.0.2; python_version >= "3.6"
python-stdnum==1.17 python-stdnum==1.17
pytimeparse==1.1.8 pytimeparse==1.1.8
pytz==2021.3; python_version >= "3.8" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.8" pytz==2021.3; python_full_version >= "3.7.1"
requests-cache==0.9.1; python_version >= "3.7" and python_version < "4.0" requests-cache==0.6.4; python_version >= "3.6"
requests==2.27.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.6.0") requests==2.26.0; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.6.0")
rich==11.1.0; python_full_version >= "3.6.2" and python_full_version < "4.0.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0") rich==10.16.1; python_full_version >= "3.6.2" and python_full_version < "4.0.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0")
six==1.16.0; python_version >= "3.8" and python_full_version < "3.0.0" and python_version < "4.0" or python_full_version >= "3.6.0" and python_version >= "3.8" and python_version < "4.0" six==1.16.0; python_full_version >= "3.7.1" and python_version >= "3.6" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.3.0")
spdx-license-list==0.5.2 spdx-license-list==0.5.2
sqlalchemy==1.4.22; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.6.0") sqlalchemy==1.4.22; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.6.0")
text-unidecode==1.3; python_version >= "3.6" text-unidecode==1.3; python_version >= "3.6"
toml==0.10.2; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6" toml==0.10.2; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6"
tomli==2.0.0; python_version >= "3.7" and python_full_version >= "3.6.2" tomli==1.2.3; python_version >= "3.6" and python_full_version >= "3.6.2"
typing-extensions==4.0.1; python_version < "3.10" and python_full_version >= "3.6.2" and python_version >= "3.6" traitlets==5.1.1; python_version >= "3.7" and python_version < "4.0"
url-normalize==1.4.3; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.6.0" typed-ast==1.5.1; python_version < "3.8" and implementation_name == "cpython" and python_full_version >= "3.6.2" and python_version >= "3.6"
urllib3==1.26.8; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_full_version >= "3.6.0" and python_version < "4" and python_version >= "3.7" typing-extensions==4.0.1
wcwidth==0.2.5; python_version >= "3.6" url-normalize==1.4.3; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
urllib3==1.26.7; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version < "4" and python_version >= "3.6"
wcwidth==0.2.5; python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.6.2"
xlrd==1.2.0; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0") xlrd==1.2.0; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0")
zipp==3.6.0; python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "3.8" or python_full_version >= "3.6.0" and python_version < "3.8" and python_version >= "3.6"

33
requirements.txt
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@ -1,26 +1,27 @@
appdirs==1.4.4; python_version >= "3.7" and python_version < "4.0" certifi==2021.10.8; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
attrs==21.4.0; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.5.0" charset-normalizer==2.0.9; python_full_version >= "3.6.0" and python_version >= "3.6"
cattrs==1.10.0; python_version >= "3.7" and python_version < "4.0"
certifi==2021.10.8; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.6.0"
charset-normalizer==2.0.10; python_full_version >= "3.6.0" and python_version >= "3.7" and python_version < "4.0"
colorama==0.4.4; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0") colorama==0.4.4; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0")
country-converter==0.7.4 country-converter==0.7.4
ftfy==6.0.3; python_version >= "3.6" ftfy==6.0.3; python_version >= "3.6"
greenlet==1.1.2; python_version >= "3" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3" greenlet==1.1.2; python_version >= "3" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3"
idna==3.3; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_full_version >= "3.6.0" and python_version >= "3.7" and python_version < "4.0" idna==3.3; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
importlib-metadata==4.8.2; python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "3.8" or python_full_version >= "3.6.0" and python_version < "3.8" and python_version >= "3.6"
itsdangerous==2.0.1; python_version >= "3.6"
langid==1.1.6 langid==1.1.6
numpy==1.22.1 numpy==1.21.1
pandas==1.4.0; python_version >= "3.8" pandas==1.3.5; python_full_version >= "3.7.1"
pycountry==22.1.10; python_version >= "3.5" and python_version < "4" pycountry==19.8.18
python-dateutil==2.8.2; python_version >= "3.8" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.8" python-dateutil==2.8.2; python_full_version >= "3.7.1"
python-stdnum==1.17 python-stdnum==1.17
pytz==2021.3; python_version >= "3.8" pytz==2021.3; python_full_version >= "3.7.1"
requests-cache==0.9.1; python_version >= "3.7" and python_version < "4.0" requests-cache==0.6.4; python_version >= "3.6"
requests==2.27.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.6.0") requests==2.26.0; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.6.0")
six==1.16.0; python_version >= "3.8" and python_full_version < "3.0.0" and python_version < "4.0" or python_full_version >= "3.6.0" and python_version >= "3.8" and python_version < "4.0" six==1.16.0; python_full_version >= "3.7.1" and python_version >= "3.6"
spdx-license-list==0.5.2 spdx-license-list==0.5.2
sqlalchemy==1.4.22; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.6.0") sqlalchemy==1.4.22; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.6.0")
url-normalize==1.4.3; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.6.0" typing-extensions==4.0.1; python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "3.8" or python_full_version >= "3.6.0" and python_version < "3.8" and python_version >= "3.6"
urllib3==1.26.8; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_full_version >= "3.6.0" and python_version < "4" and python_version >= "3.7" url-normalize==1.4.3; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
urllib3==1.26.7; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version < "4" and python_version >= "3.6"
wcwidth==0.2.5; python_version >= "3.6" wcwidth==0.2.5; python_version >= "3.6"
xlrd==1.2.0; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0") xlrd==1.2.0; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0")
zipp==3.6.0; python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "3.8" or python_full_version >= "3.6.0" and python_version < "3.8" and python_version >= "3.6"