1
0
mirror of https://github.com/ilri/csv-metadata-quality.git synced 2025-05-11 15:46:03 +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
All checks were successful
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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continuous-integration/drone/push Build is passing
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/), 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). 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 ## [0.4.3] - 2021-01-26
### Changed ### Changed
- Reformat with black - 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) # 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, 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 3.7 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. 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 ## Functionality
- Validate dates, ISSNs, ISBNs, and multi-value separators ("||") - 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 # Check if date is valid YYYY-MM-DD format
datetime.strptime(field, "%Y-%m-%d") 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 return field
except ValueError: except ValueError:
print(f"Invalid date ({field_name}): {field}") 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" category = "dev"
optional = false optional = false
python-versions = "*" python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\" and sys_platform == \"darwin\""
[[package]] [[package]]
name = "atomicwrites" name = "atomicwrites"
@ -76,7 +75,6 @@ description = "Atomic file writes."
category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
marker = "sys_platform == \"win32\""
[[package]] [[package]]
name = "attrs" name = "attrs"
@ -87,10 +85,10 @@ optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[package.extras] [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"] docs = ["furo", "sphinx", "zope.interface"]
tests = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"] tests = ["coverage[toml] (>=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_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
[[package]] [[package]]
name = "babel" name = "babel"
@ -110,7 +108,6 @@ description = "Specifications for callback functions passed in to an API"
category = "dev" category = "dev"
optional = false optional = false
python-versions = "*" python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[[package]] [[package]]
name = "black" name = "black"
@ -120,10 +117,6 @@ category = "dev"
optional = false optional = false
python-versions = ">=3.6" python-versions = ">=3.6"
[package.extras]
colorama = ["colorama (>=0.4.3)"]
d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
[package.dependencies] [package.dependencies]
appdirs = "*" appdirs = "*"
click = ">=7.1.2" click = ">=7.1.2"
@ -134,6 +127,10 @@ toml = ">=0.10.1"
typed-ast = ">=1.4.0" typed-ast = ">=1.4.0"
typing-extensions = ">=3.7.4" typing-extensions = ">=3.7.4"
[package.extras]
colorama = ["colorama (>=0.4.3)"]
d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
[[package]] [[package]]
name = "certifi" name = "certifi"
version = "2020.12.5" version = "2020.12.5"
@ -165,7 +162,6 @@ description = "Cross-platform colored terminal text."
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.*, !=3.4.*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\" and sys_platform == \"win32\" or sys_platform == \"win32\""
[[package]] [[package]]
name = "csvkit" name = "csvkit"
@ -197,7 +193,6 @@ description = "Decorators for Humans"
category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=2.6, !=3.0.*, !=3.1.*" python-versions = ">=2.6, !=3.0.*, !=3.1.*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[[package]] [[package]]
name = "et-xmlfile" name = "et-xmlfile"
@ -238,12 +233,23 @@ python-versions = "*"
[[package]] [[package]]
name = "ipython" name = "ipython"
version = "7.19.0" version = "7.20.0"
description = "IPython: Productive Interactive Computing" description = "IPython: Productive Interactive Computing"
category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=3.7" 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] [package.extras]
all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.14)", "pygments", "qtconsole", "requests", "testpath"] 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"] qtconsole = ["qtconsole"]
test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.14)"] 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]] [[package]]
name = "ipython-genutils" name = "ipython-genutils"
version = "0.2.0" version = "0.2.0"
@ -276,7 +269,6 @@ description = "Vestigial utilities from IPython"
category = "dev" category = "dev"
optional = false optional = false
python-versions = "*" python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[[package]] [[package]]
name = "isodate" name = "isodate"
@ -317,15 +309,14 @@ description = "An autocompletion tool for Python that can be used for text edito
category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=3.6" 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] [package.dependencies]
parso = ">=0.8.0,<0.9.0" 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]] [[package]]
name = "langid" name = "langid"
version = "1.1.6" version = "1.1.6"
@ -366,11 +357,11 @@ python-versions = "*"
[[package]] [[package]]
name = "numpy" name = "numpy"
version = "1.19.5" version = "1.20.1"
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 = ">=3.6" python-versions = ">=3.7"
[[package]] [[package]]
name = "openpyxl" name = "openpyxl"
@ -386,7 +377,7 @@ jdcal = "*"
[[package]] [[package]]
name = "packaging" name = "packaging"
version = "20.8" version = "20.9"
description = "Core utilities for Python packages" description = "Core utilities for Python packages"
category = "dev" category = "dev"
optional = false optional = false
@ -397,20 +388,20 @@ pyparsing = ">=2.0.2"
[[package]] [[package]]
name = "pandas" name = "pandas"
version = "1.2.1" version = "1.2.2"
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 = ">=3.7.1" python-versions = ">=3.7.1"
[package.extras]
test = ["pytest (>=5.0.1)", "pytest-xdist", "hypothesis (>=3.58)"]
[package.dependencies] [package.dependencies]
numpy = ">=1.16.5" numpy = ">=1.16.5"
python-dateutil = ">=2.7.3" python-dateutil = ">=2.7.3"
pytz = ">=2017.3" pytz = ">=2017.3"
[package.extras]
test = ["pytest (>=5.0.1)", "pytest-xdist", "hypothesis (>=3.58)"]
[[package]] [[package]]
name = "parsedatetime" name = "parsedatetime"
version = "2.6" version = "2.6"
@ -426,10 +417,9 @@ description = "A Python Parser"
category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=3.6" python-versions = ">=3.6"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[package.extras] [package.extras]
qa = ["flake8 (3.8.3)", "mypy (0.782)"] qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
testing = ["docopt", "pytest (<6.0.0)"] testing = ["docopt", "pytest (<6.0.0)"]
[[package]] [[package]]
@ -447,7 +437,6 @@ description = "Pexpect allows easy control of interactive console applications."
category = "dev" category = "dev"
optional = false optional = false
python-versions = "*" python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\" and sys_platform != \"win32\""
[package.dependencies] [package.dependencies]
ptyprocess = ">=0.5" ptyprocess = ">=0.5"
@ -459,7 +448,6 @@ description = "Tiny 'shelve'-like database with concurrency support"
category = "dev" category = "dev"
optional = false optional = false
python-versions = "*" python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[[package]] [[package]]
name = "pluggy" name = "pluggy"
@ -474,12 +462,11 @@ dev = ["pre-commit", "tox"]
[[package]] [[package]]
name = "prompt-toolkit" name = "prompt-toolkit"
version = "3.0.14" version = "3.0.16"
description = "Library for building powerful interactive command lines in Python" description = "Library for building powerful interactive command lines in Python"
category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=3.6.1" python-versions = ">=3.6.1"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[package.dependencies] [package.dependencies]
wcwidth = "*" wcwidth = "*"
@ -491,7 +478,6 @@ description = "Run a subprocess in a pseudo terminal"
category = "dev" category = "dev"
optional = false optional = false
python-versions = "*" python-versions = "*"
marker = "python_version >= \"3.7\" and python_version < \"4.0\" and sys_platform != \"win32\""
[[package]] [[package]]
name = "py" name = "py"
@ -527,12 +513,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]] [[package]]
name = "pygments" name = "pygments"
version = "2.7.4" version = "2.8.0"
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
python-versions = ">=3.5" python-versions = ">=3.5"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[[package]] [[package]]
name = "pyparsing" name = "pyparsing"
@ -550,19 +535,19 @@ category = "dev"
optional = false optional = false
python-versions = ">=3.6" python-versions = ">=3.6"
[package.extras]
testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
[package.dependencies] [package.dependencies]
atomicwrites = ">=1.0" atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
attrs = ">=19.2.0" attrs = ">=19.2.0"
colorama = "*" colorama = {version = "*", markers = "sys_platform == \"win32\""}
iniconfig = "*" iniconfig = "*"
packaging = "*" packaging = "*"
pluggy = ">=0.12,<1.0.0a1" pluggy = ">=0.12,<1.0.0a1"
py = ">=1.8.2" py = ">=1.8.2"
toml = "*" toml = "*"
[package.extras]
testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
[[package]] [[package]]
name = "pytest-clarity" name = "pytest-clarity"
version = "0.3.0a0" version = "0.3.0a0"
@ -594,15 +579,15 @@ 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]
unidecode = ["Unidecode (>=1.1.1)"]
[package.dependencies] [package.dependencies]
text-unidecode = ">=1.3" text-unidecode = ">=1.3"
[package.extras]
unidecode = ["Unidecode (>=1.1.1)"]
[[package]] [[package]]
name = "python-stdnum" name = "python-stdnum"
version = "1.15" version = "1.16"
description = "Python module to handle standardized numbers and codes" description = "Python module to handle standardized numbers and codes"
category = "main" category = "main"
optional = false optional = false
@ -623,7 +608,7 @@ python-versions = "*"
[[package]] [[package]]
name = "pytz" name = "pytz"
version = "2020.5" version = "2021.1"
description = "World timezone definitions, modern and historical" description = "World timezone definitions, modern and historical"
category = "main" category = "main"
optional = false optional = false
@ -645,16 +630,16 @@ category = "main"
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]
security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7)", "win-inet-pton"]
[package.dependencies] [package.dependencies]
certifi = ">=2017.4.17" certifi = ">=2017.4.17"
chardet = ">=3.0.2,<5" chardet = ">=3.0.2,<5"
idna = ">=2.5,<3" idna = ">=2.5,<3"
urllib3 = ">=1.21.1,<1.27" 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]] [[package]]
name = "requests-cache" name = "requests-cache"
version = "0.5.2" version = "0.5.2"
@ -676,7 +661,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
[[package]] [[package]]
name = "sqlalchemy" name = "sqlalchemy"
version = "1.3.22" version = "1.3.23"
description = "Database Abstraction Library" description = "Database Abstraction Library"
category = "dev" category = "dev"
optional = false optional = false
@ -689,10 +674,10 @@ mssql_pyodbc = ["pyodbc"]
mysql = ["mysqlclient"] mysql = ["mysqlclient"]
oracle = ["cx-oracle"] oracle = ["cx-oracle"]
postgresql = ["psycopg2"] postgresql = ["psycopg2"]
postgresql_pg8000 = ["pg8000"] postgresql_pg8000 = ["pg8000 (<1.16.6)"]
postgresql_psycopg2binary = ["psycopg2-binary"] postgresql_psycopg2binary = ["psycopg2-binary"]
postgresql_psycopg2cffi = ["psycopg2cffi"] postgresql_psycopg2cffi = ["psycopg2cffi"]
pymysql = ["pymysql"] pymysql = ["pymysql (<1)", "pymysql"]
[[package]] [[package]]
name = "termcolor" name = "termcolor"
@ -725,14 +710,13 @@ description = "Traitlets Python configuration system"
category = "dev" category = "dev"
optional = false optional = false
python-versions = ">=3.7" python-versions = ">=3.7"
marker = "python_version >= \"3.7\" and python_version < \"4.0\""
[package.extras]
test = ["pytest"]
[package.dependencies] [package.dependencies]
ipython-genutils = "*" ipython-genutils = "*"
[package.extras]
test = ["pytest"]
[[package]] [[package]]
name = "typed-ast" name = "typed-ast"
version = "1.4.2" version = "1.4.2"
@ -751,7 +735,7 @@ python-versions = "*"
[[package]] [[package]]
name = "urllib3" name = "urllib3"
version = "1.26.2" version = "1.26.3"
description = "HTTP library with thread-safe connection pooling, file post, and more." description = "HTTP library with thread-safe connection pooling, file post, and more."
category = "main" category = "main"
optional = false optional = false
@ -760,7 +744,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
[package.extras] [package.extras]
brotli = ["brotlipy (>=0.6.0)"] brotli = ["brotlipy (>=0.6.0)"]
secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"] 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]] [[package]]
name = "wcwidth" name = "wcwidth"
@ -769,7 +753,6 @@ description = "Measures the displayed width of unicode strings in a terminal"
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View File

@ -1,71 +1,71 @@
agate==1.6.1
agate-dbf==0.2.2 agate-dbf==0.2.2
agate-excel==0.2.3 agate-excel==0.2.3
agate-sql==0.5.5 agate-sql==0.5.5
appdirs==1.4.4 agate==1.6.1
appdirs==1.4.4; python_version >= "3.6"
appnope==0.1.2; python_version >= "3.7" and python_version < "4.0" and sys_platform == "darwin" appnope==0.1.2; python_version >= "3.7" and python_version < "4.0" and sys_platform == "darwin"
atomicwrites==1.4.0; sys_platform == "win32" 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==20.3.0 attrs==20.3.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6"
babel==2.9.0 babel==2.9.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0"
backcall==0.2.0; python_version >= "3.7" and python_version < "4.0" backcall==0.2.0; python_version >= "3.7" and python_version < "4.0"
black==20.8b1 black==20.8b1; python_version >= "3.6"
certifi==2020.12.5 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 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 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_version < "4.0" and sys_platform == "win32" or sys_platform == "win32" 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 csvkit==1.0.5
dbfread==2.0.7 dbfread==2.0.7
decorator==4.4.2; 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 et-xmlfile==1.0.1; python_version >= "3.6"
flake8==3.8.4 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 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 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==7.19.0; python_version >= "3.7" and python_version < "4.0"
ipython-genutils==0.2.0; python_version >= "3.7" and python_version < "4.0" 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 isodate==0.6.0
isort==5.7.0 isort==5.7.0; python_version >= "3.6" and python_version < "4.0"
jdcal==1.4.1 jdcal==1.4.1; python_version >= "3.6"
jedi==0.18.0; python_version >= "3.7" and python_version < "4.0" jedi==0.18.0; python_version >= "3.7" and python_version < "4.0"
langid==1.1.6 langid==1.1.6
leather==0.3.3 leather==0.3.3
mccabe==0.6.1 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 mypy-extensions==0.4.3; python_version >= "3.6"
numpy==1.19.5 numpy==1.20.0; python_version >= "3.7" and python_full_version >= "3.7.1"
openpyxl==3.0.6 openpyxl==3.0.6; python_version >= "3.6"
packaging==20.8 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 pandas==1.2.1; python_full_version >= "3.7.1"
parsedatetime==2.6 parsedatetime==2.6
parso==0.8.1; python_version >= "3.7" and python_version < "4.0" 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" 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" pickleshare==0.7.5; python_version >= "3.7" and python_version < "4.0"
pluggy==0.13.1 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" 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" ptyprocess==0.7.0; python_version >= "3.7" and python_version < "4.0" and sys_platform != "win32"
py==1.10.0 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 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 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" pygments==2.7.4; python_version >= "3.7" and python_version < "4.0"
pyparsing==2.4.7 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==6.2.2 pytest-clarity==0.3.0a0; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0")
pytest-clarity==0.3.0a0 pytest==6.2.2; python_version >= "3.6"
python-dateutil==2.8.1 python-dateutil==2.8.1; python_full_version >= "3.7.1"
python-slugify==4.0.1 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 python-stdnum==1.15
pytimeparse==1.1.8 pytimeparse==1.1.8
pytz==2020.5 pytz==2021.1; python_full_version >= "3.7.1"
regex==2020.11.13 regex==2020.11.13; python_version >= "3.6"
requests==2.25.1
requests-cache==0.5.2 requests-cache==0.5.2
six==1.15.0 requests==2.25.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0")
sqlalchemy==1.3.22 six==1.15.0; python_full_version >= "3.7.1"
termcolor==1.1.0 sqlalchemy==1.3.23; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0"
text-unidecode==1.3 termcolor==1.1.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0"
toml==0.10.2 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" traitlets==5.0.5; python_version >= "3.7" and python_version < "4.0"
typed-ast==1.4.2 typed-ast==1.4.2; python_version >= "3.6"
typing-extensions==3.7.4.3 typing-extensions==3.7.4.3; python_version >= "3.6"
urllib3==1.26.2 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" wcwidth==0.2.5; python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.6.1"
xlrd==1.2.0 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 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 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 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 langid==1.1.6
numpy==1.19.5 numpy==1.20.0; python_version >= "3.7" and python_full_version >= "3.7.1"
pandas==1.2.1 pandas==1.2.1; python_full_version >= "3.7.1"
pycountry==19.8.18 pycountry==19.8.18
python-dateutil==2.8.1 python-dateutil==2.8.1; python_full_version >= "3.7.1"
python-stdnum==1.15 python-stdnum==1.15
pytz==2020.5 pytz==2021.1; python_full_version >= "3.7.1"
requests==2.25.1
requests-cache==0.5.2 requests-cache==0.5.2
six==1.15.0 requests==2.25.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0")
urllib3==1.26.2 six==1.15.0; python_full_version >= "3.7.1"
xlrd==1.2.0 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")