1
0
mirror of https://github.com/ilri/csv-metadata-quality.git synced 2025-05-10 15:16:01 +02:00

10 Commits

Author SHA1 Message Date
9f5d2c2c4f poetry.lock: Run poetry update
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continuous-integration/drone/push Build is passing
2021-02-15 15:13:12 +02:00
202abf140c CHANGELOG.md: Add note about poetry
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continuous-integration/drone/push Build is passing
2021-02-04 21:48:12 +02:00
0cd6d3dfe6 Update requirements
Generated with poetry export:

    $ poetry export --without-hashes -f requirements.txt > requirements.txt
    $ poetry export --without-hashes --dev -f requirements.txt > requirements-dev.txt

I am trying `--without-hashes` to work around an error on pip install
when running in CI:

    ERROR: In --require-hashes mode, all requirements must have their versions pinned with ==.
2021-02-04 21:46:49 +02:00
a458beac55 poetry.lock: Run poetry update 2021-02-04 21:45:30 +02:00
e62ecb0a8f CHANGELOG.md: Add note about new date format 2021-02-04 21:43:44 +02:00
de92f32ab6 csv_metadata_quality/check.py: More date formats
We should also allow ISO 8601 extended in combined date and time
format. DSpace does not have a problem with dates in this format
and I have found some metadata that uses this date format.

For example: 2020-08-31T11:04:56Z

See: https://en.wikipedia.org/wiki/ISO_8601
2021-02-04 21:39:14 +02:00
dbbbc0944a README.md: Add handle to citation
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2021-01-27 10:33:37 +02:00
d17bf3033c README.md: Add citation 2021-01-27 10:32:26 +02:00
2ec52f1b73 README.md: Update description
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2021-01-26 15:43:41 +02:00
aa1abf15a7 README.md: Adjust title 2021-01-26 15:35:21 +02:00
6 changed files with 232 additions and 238 deletions

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@ -4,6 +4,14 @@ All notable changes to this project will be documented in this file.
The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
## Unreleased
### Added
- Accept dates formatted in ISO 8601 extended with combined date and time, for
example: 2020-08-31T11:04:56Z
### Updated
- Run `poetry update` to update project dependencies
## [0.4.3] - 2021-01-26
### Changed
- Reformat with black

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@ -1,8 +1,12 @@
# CSV Metadata Quality ![GitHub Actions](https://github.com/ilri/csv-metadata-quality/workflows/Build%20and%20Test/badge.svg) [![Build Status](https://ci.mjanja.ch/api/badges/alanorth/csv-metadata-quality/status.svg)](https://ci.mjanja.ch/alanorth/csv-metadata-quality)
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, etc.
# DSpace CSV Metadata Quality Checker ![GitHub Actions](https://github.com/ilri/csv-metadata-quality/workflows/Build%20and%20Test/badge.svg) [![Build Status](https://ci.mjanja.ch/api/badges/alanorth/csv-metadata-quality/status.svg)](https://ci.mjanja.ch/alanorth/csv-metadata-quality)
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 3.7 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:
*Orth, A. 2019. DSpace CSV metadata quality checker. Nairobi, Kenya: ILRI. https://hdl.handle.net/10568/110997.*
## Functionality
- Validate dates, ISSNs, ISBNs, and multi-value separators ("||")

View File

@ -135,6 +135,14 @@ def date(field, field_name):
# Check if date is valid YYYY-MM-DD format
datetime.strptime(field, "%Y-%m-%d")
return field
except ValueError:
pass
try:
# Check if date is valid YYYY-MM-DDTHH:MM:SSZ format
datetime.strptime(field, "%Y-%m-%dT%H:%M:%SZ")
return field
except ValueError:
print(f"Invalid date ({field_name}): {field}")

328
poetry.lock generated
View File

@ -67,7 +67,6 @@ description = "Disable App Nap on macOS >= 10.9"
category = "dev"
optional = false
python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\" and sys_platform == \"darwin\""
[[package]]
name = "atomicwrites"
@ -76,7 +75,6 @@ description = "Atomic file writes."
category = "dev"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
marker = "sys_platform == \"win32\""
[[package]]
name = "attrs"
@ -87,10 +85,10 @@ optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[package.extras]
dev = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "furo", "sphinx", "pre-commit"]
dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "furo", "sphinx", "pre-commit"]
docs = ["furo", "sphinx", "zope.interface"]
tests = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
tests_no_zope = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
[[package]]
name = "babel"
@ -110,7 +108,6 @@ description = "Specifications for callback functions passed in to an API"
category = "dev"
optional = false
python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[[package]]
name = "black"
@ -120,10 +117,6 @@ category = "dev"
optional = false
python-versions = ">=3.6"
[package.extras]
colorama = ["colorama (>=0.4.3)"]
d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
[package.dependencies]
appdirs = "*"
click = ">=7.1.2"
@ -134,6 +127,10 @@ toml = ">=0.10.1"
typed-ast = ">=1.4.0"
typing-extensions = ">=3.7.4"
[package.extras]
colorama = ["colorama (>=0.4.3)"]
d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
[[package]]
name = "certifi"
version = "2020.12.5"
@ -165,7 +162,6 @@ description = "Cross-platform colored terminal text."
category = "dev"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\" and sys_platform == \"win32\" or sys_platform == \"win32\""
[[package]]
name = "csvkit"
@ -197,7 +193,6 @@ description = "Decorators for Humans"
category = "dev"
optional = false
python-versions = ">=2.6, !=3.0.*, !=3.1.*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[[package]]
name = "et-xmlfile"
@ -238,12 +233,23 @@ python-versions = "*"
[[package]]
name = "ipython"
version = "7.19.0"
version = "7.20.0"
description = "IPython: Productive Interactive Computing"
category = "dev"
optional = false
python-versions = ">=3.7"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[package.dependencies]
appnope = {version = "*", markers = "sys_platform == \"darwin\""}
backcall = "*"
colorama = {version = "*", markers = "sys_platform == \"win32\""}
decorator = "*"
jedi = ">=0.16"
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 (>=1.14)", "pygments", "qtconsole", "requests", "testpath"]
@ -256,19 +262,6 @@ parallel = ["ipyparallel"]
qtconsole = ["qtconsole"]
test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.14)"]
[package.dependencies]
appnope = "*"
backcall = "*"
colorama = "*"
decorator = "*"
jedi = ">=0.10"
pexpect = ">4.3"
pickleshare = "*"
prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
pygments = "*"
setuptools = ">=18.5"
traitlets = ">=4.2"
[[package]]
name = "ipython-genutils"
version = "0.2.0"
@ -276,7 +269,6 @@ description = "Vestigial utilities from IPython"
category = "dev"
optional = false
python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[[package]]
name = "isodate"
@ -317,15 +309,14 @@ description = "An autocompletion tool for Python that can be used for text edito
category = "dev"
optional = false
python-versions = ">=3.6"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[package.extras]
qa = ["flake8 (3.8.3)", "mypy (0.782)"]
testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<6.0.0)"]
[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 (<6.0.0)"]
[[package]]
name = "langid"
version = "1.1.6"
@ -366,11 +357,11 @@ python-versions = "*"
[[package]]
name = "numpy"
version = "1.19.5"
version = "1.20.1"
description = "NumPy is the fundamental package for array computing with Python."
category = "main"
optional = false
python-versions = ">=3.6"
python-versions = ">=3.7"
[[package]]
name = "openpyxl"
@ -386,7 +377,7 @@ jdcal = "*"
[[package]]
name = "packaging"
version = "20.8"
version = "20.9"
description = "Core utilities for Python packages"
category = "dev"
optional = false
@ -397,20 +388,20 @@ pyparsing = ">=2.0.2"
[[package]]
name = "pandas"
version = "1.2.1"
version = "1.2.2"
description = "Powerful data structures for data analysis, time series, and statistics"
category = "main"
optional = false
python-versions = ">=3.7.1"
[package.extras]
test = ["pytest (>=5.0.1)", "pytest-xdist", "hypothesis (>=3.58)"]
[package.dependencies]
numpy = ">=1.16.5"
python-dateutil = ">=2.7.3"
pytz = ">=2017.3"
[package.extras]
test = ["pytest (>=5.0.1)", "pytest-xdist", "hypothesis (>=3.58)"]
[[package]]
name = "parsedatetime"
version = "2.6"
@ -426,10 +417,9 @@ description = "A Python Parser"
category = "dev"
optional = false
python-versions = ">=3.6"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[package.extras]
qa = ["flake8 (3.8.3)", "mypy (0.782)"]
qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
testing = ["docopt", "pytest (<6.0.0)"]
[[package]]
@ -447,7 +437,6 @@ description = "Pexpect allows easy control of interactive console applications."
category = "dev"
optional = false
python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\" and sys_platform != \"win32\""
[package.dependencies]
ptyprocess = ">=0.5"
@ -459,7 +448,6 @@ description = "Tiny 'shelve'-like database with concurrency support"
category = "dev"
optional = false
python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[[package]]
name = "pluggy"
@ -474,12 +462,11 @@ dev = ["pre-commit", "tox"]
[[package]]
name = "prompt-toolkit"
version = "3.0.14"
version = "3.0.16"
description = "Library for building powerful interactive command lines in Python"
category = "dev"
optional = false
python-versions = ">=3.6.1"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[package.dependencies]
wcwidth = "*"
@ -491,7 +478,6 @@ description = "Run a subprocess in a pseudo terminal"
category = "dev"
optional = false
python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\" and sys_platform != \"win32\""
[[package]]
name = "py"
@ -527,12 +513,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]]
name = "pygments"
version = "2.7.4"
version = "2.8.0"
description = "Pygments is a syntax highlighting package written in Python."
category = "dev"
optional = false
python-versions = ">=3.5"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[[package]]
name = "pyparsing"
@ -550,19 +535,19 @@ category = "dev"
optional = false
python-versions = ">=3.6"
[package.extras]
testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
[package.dependencies]
atomicwrites = ">=1.0"
atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
attrs = ">=19.2.0"
colorama = "*"
colorama = {version = "*", markers = "sys_platform == \"win32\""}
iniconfig = "*"
packaging = "*"
pluggy = ">=0.12,<1.0.0a1"
py = ">=1.8.2"
toml = "*"
[package.extras]
testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
[[package]]
name = "pytest-clarity"
version = "0.3.0a0"
@ -594,15 +579,15 @@ category = "dev"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[package.extras]
unidecode = ["Unidecode (>=1.1.1)"]
[package.dependencies]
text-unidecode = ">=1.3"
[package.extras]
unidecode = ["Unidecode (>=1.1.1)"]
[[package]]
name = "python-stdnum"
version = "1.15"
version = "1.16"
description = "Python module to handle standardized numbers and codes"
category = "main"
optional = false
@ -623,7 +608,7 @@ python-versions = "*"
[[package]]
name = "pytz"
version = "2020.5"
version = "2021.1"
description = "World timezone definitions, modern and historical"
category = "main"
optional = false
@ -645,16 +630,16 @@ category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[package.extras]
security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7)", "win-inet-pton"]
[package.dependencies]
certifi = ">=2017.4.17"
chardet = ">=3.0.2,<5"
idna = ">=2.5,<3"
urllib3 = ">=1.21.1,<1.27"
[package.extras]
security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
[[package]]
name = "requests-cache"
version = "0.5.2"
@ -676,7 +661,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
[[package]]
name = "sqlalchemy"
version = "1.3.22"
version = "1.3.23"
description = "Database Abstraction Library"
category = "dev"
optional = false
@ -689,10 +674,10 @@ mssql_pyodbc = ["pyodbc"]
mysql = ["mysqlclient"]
oracle = ["cx-oracle"]
postgresql = ["psycopg2"]
postgresql_pg8000 = ["pg8000"]
postgresql_pg8000 = ["pg8000 (<1.16.6)"]
postgresql_psycopg2binary = ["psycopg2-binary"]
postgresql_psycopg2cffi = ["psycopg2cffi"]
pymysql = ["pymysql"]
pymysql = ["pymysql (<1)", "pymysql"]
[[package]]
name = "termcolor"
@ -725,14 +710,13 @@ description = "Traitlets Python configuration system"
category = "dev"
optional = false
python-versions = ">=3.7"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[package.extras]
test = ["pytest"]
[package.dependencies]
ipython-genutils = "*"
[package.extras]
test = ["pytest"]
[[package]]
name = "typed-ast"
version = "1.4.2"
@ -751,7 +735,7 @@ python-versions = "*"
[[package]]
name = "urllib3"
version = "1.26.2"
version = "1.26.3"
description = "HTTP library with thread-safe connection pooling, file post, and more."
category = "main"
optional = false
@ -760,7 +744,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
[package.extras]
brotli = ["brotlipy (>=0.6.0)"]
secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7,<2.0)"]
socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
[[package]]
name = "wcwidth"
@ -769,7 +753,6 @@ description = "Measures the displayed width of unicode strings in a terminal"
category = "dev"
optional = false
python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[[package]]
name = "xlrd"
@ -780,7 +763,7 @@ optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[metadata]
lock-version = "1.0"
lock-version = "1.1"
python-versions = "^3.8"
content-hash = "63f2c6ef09652c4f8407660ff7b4690c8a07e5501eb8fc8c477f485de5888fcf"
@ -868,8 +851,8 @@ iniconfig = [
{file = "iniconfig-1.1.1.tar.gz", hash = "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"},
]
ipython = [
{file = "ipython-7.19.0-py3-none-any.whl", hash = "sha256:c987e8178ced651532b3b1ff9965925bfd445c279239697052561a9ab806d28f"},
{file = "ipython-7.19.0.tar.gz", hash = "sha256:cbb2ef3d5961d44e6a963b9817d4ea4e1fa2eb589c371a470fed14d8d40cbd6a"},
{file = "ipython-7.20.0-py3-none-any.whl", hash = "sha256:1918dea4bfdc5d1a830fcfce9a710d1d809cbed123e85eab0539259cb0f56640"},
{file = "ipython-7.20.0.tar.gz", hash = "sha256:1923af00820a8cf58e91d56b89efc59780a6e81363b94464a0f17c039dffff9e"},
]
ipython-genutils = [
{file = "ipython_genutils-0.2.0-py2.py3-none-any.whl", hash = "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8"},
@ -907,67 +890,58 @@ mypy-extensions = [
{file = "mypy_extensions-0.4.3.tar.gz", hash = "sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8"},
]
numpy = [
{file = "numpy-1.19.5-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:cc6bd4fd593cb261332568485e20a0712883cf631f6f5e8e86a52caa8b2b50ff"},
{file = "numpy-1.19.5-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:aeb9ed923be74e659984e321f609b9ba54a48354bfd168d21a2b072ed1e833ea"},
{file = "numpy-1.19.5-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:8b5e972b43c8fc27d56550b4120fe6257fdc15f9301914380b27f74856299fea"},
{file = "numpy-1.19.5-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:43d4c81d5ffdff6bae58d66a3cd7f54a7acd9a0e7b18d97abb255defc09e3140"},
{file = "numpy-1.19.5-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:a4646724fba402aa7504cd48b4b50e783296b5e10a524c7a6da62e4a8ac9698d"},
{file = "numpy-1.19.5-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:2e55195bc1c6b705bfd8ad6f288b38b11b1af32f3c8289d6c50d47f950c12e76"},
{file = "numpy-1.19.5-cp36-cp36m-win32.whl", hash = "sha256:39b70c19ec771805081578cc936bbe95336798b7edf4732ed102e7a43ec5c07a"},
{file = "numpy-1.19.5-cp36-cp36m-win_amd64.whl", hash = "sha256:dbd18bcf4889b720ba13a27ec2f2aac1981bd41203b3a3b27ba7a33f88ae4827"},
{file = "numpy-1.19.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:603aa0706be710eea8884af807b1b3bc9fb2e49b9f4da439e76000f3b3c6ff0f"},
{file = "numpy-1.19.5-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:cae865b1cae1ec2663d8ea56ef6ff185bad091a5e33ebbadd98de2cfa3fa668f"},
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chardet==4.0.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0"
click==7.1.2; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.6"
colorama==0.4.4; python_version >= "3.7" and python_full_version < "3.0.0" and sys_platform == "win32" and python_version < "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") or sys_platform == "win32" and python_version >= "3.7" and python_full_version >= "3.5.0" and python_version < "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")
csvkit==1.0.5
dbfread==2.0.7
decorator==4.4.2; python_version >= "3.7" and python_version < "4.0"
et-xmlfile==1.0.1
flake8==3.8.4
idna==2.10
iniconfig==1.1.1
ipython==7.19.0; python_version >= "3.7" and python_version < "4.0"
decorator==4.4.2; 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 >= "3.2.0"
et-xmlfile==1.0.1; python_version >= "3.6"
flake8==3.8.4; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0")
idna==2.10; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0"
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-genutils==0.2.0; python_version >= "3.7" and python_version < "4.0"
ipython==7.20.0; python_version >= "3.7" and python_version < "4.0"
isodate==0.6.0
isort==5.7.0
jdcal==1.4.1
isort==5.7.0; python_version >= "3.6" and python_version < "4.0"
jdcal==1.4.1; python_version >= "3.6"
jedi==0.18.0; python_version >= "3.7" and python_version < "4.0"
langid==1.1.6
leather==0.3.3
mccabe==0.6.1
mypy-extensions==0.4.3
numpy==1.19.5
openpyxl==3.0.6
packaging==20.8
pandas==1.2.1
mccabe==0.6.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0"
mypy-extensions==0.4.3; python_version >= "3.6"
numpy==1.20.0; python_version >= "3.7" and python_full_version >= "3.7.1"
openpyxl==3.0.6; python_version >= "3.6"
packaging==20.9; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6"
pandas==1.2.1; python_full_version >= "3.7.1"
parsedatetime==2.6
parso==0.8.1; python_version >= "3.7" and python_version < "4.0"
pathspec==0.8.1
pathspec==0.8.1; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.6"
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"
pluggy==0.13.1
prompt-toolkit==3.0.14; python_version >= "3.7" and python_version < "4.0"
pluggy==0.13.1; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6"
prompt-toolkit==3.0.14; python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.6.1"
ptyprocess==0.7.0; python_version >= "3.7" and python_version < "4.0" and sys_platform != "win32"
py==1.10.0
pycodestyle==2.6.0
py==1.10.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6"
pycodestyle==2.6.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0"
pycountry==19.8.18
pyflakes==2.2.0
pyflakes==2.2.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0"
pygments==2.7.4; python_version >= "3.7" and python_version < "4.0"
pyparsing==2.4.7
pytest==6.2.2
pytest-clarity==0.3.0a0
python-dateutil==2.8.1
python-slugify==4.0.1
pyparsing==2.4.7; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6"
pytest-clarity==0.3.0a0; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0")
pytest==6.2.2; python_version >= "3.6"
python-dateutil==2.8.1; python_full_version >= "3.7.1"
python-slugify==4.0.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0"
python-stdnum==1.15
pytimeparse==1.1.8
pytz==2020.5
regex==2020.11.13
requests==2.25.1
pytz==2021.1; python_full_version >= "3.7.1"
regex==2020.11.13; python_version >= "3.6"
requests-cache==0.5.2
six==1.15.0
sqlalchemy==1.3.22
termcolor==1.1.0
text-unidecode==1.3
toml==0.10.2
requests==2.25.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0")
six==1.15.0; python_full_version >= "3.7.1"
sqlalchemy==1.3.23; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0"
termcolor==1.1.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0"
text-unidecode==1.3; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0"
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"
traitlets==5.0.5; python_version >= "3.7" and python_version < "4.0"
typed-ast==1.4.2
typing-extensions==3.7.4.3
urllib3==1.26.2
wcwidth==0.2.5; python_version >= "3.7" and python_version < "4.0"
xlrd==1.2.0
typed-ast==1.4.2; python_version >= "3.6"
typing-extensions==3.7.4.3; python_version >= "3.6"
urllib3==1.26.3; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version < "4"
wcwidth==0.2.5; python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.6.1"
xlrd==1.2.0; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0")

View File

@ -1,15 +1,15 @@
certifi==2020.12.5
chardet==4.0.0
idna==2.10
certifi==2020.12.5; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0"
chardet==4.0.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0"
idna==2.10; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0"
langid==1.1.6
numpy==1.19.5
pandas==1.2.1
numpy==1.20.0; python_version >= "3.7" and python_full_version >= "3.7.1"
pandas==1.2.1; python_full_version >= "3.7.1"
pycountry==19.8.18
python-dateutil==2.8.1
python-dateutil==2.8.1; python_full_version >= "3.7.1"
python-stdnum==1.15
pytz==2020.5
requests==2.25.1
pytz==2021.1; python_full_version >= "3.7.1"
requests-cache==0.5.2
six==1.15.0
urllib3==1.26.2
xlrd==1.2.0
requests==2.25.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0")
six==1.15.0; python_full_version >= "3.7.1"
urllib3==1.26.3; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version < "4"
xlrd==1.2.0; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0")