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https://github.com/ilri/csv-metadata-quality.git
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@ -4,7 +4,11 @@ All notable changes to this project will be documented in this file.
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [Unreleased]
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## [0.2.0] - 2019-08-09
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### Added
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- Handle Ctrl-C interrupt gracefully
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- Make output in suspicious character check more user friendly
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- Add pytest-clarity to dev packages for more user friendly pytest output
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## [0.1.0] - 2019-08-01
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### Changed
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5
Pipfile
5
Pipfile
@ -7,6 +7,7 @@ verify_ssl = true
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pytest = "*"
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ipython = "*"
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flake8 = "*"
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pytest-clarity = "*"
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[packages]
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pandas = "*"
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@ -15,6 +16,10 @@ xlrd = "*"
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requests = "*"
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requests-cache = "*"
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pycountry = "*"
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csv-metadata-quality = {editable = true,path = "."}
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[requires]
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python_version = "3.7"
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[pipenv]
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allow_prereleases = true
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25
Pipfile.lock
generated
25
Pipfile.lock
generated
@ -1,7 +1,7 @@
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{
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"_meta": {
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"hash": {
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"sha256": "1c4130ed98fb55545244ba2926f2b4246dc86af7545cb892a45311426f934cae"
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"sha256": "f8f0a9f208ec41f4d8183ecfc68356b40674b083b2f126c37468b3c9533ba5df"
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},
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"pipfile-spec": 6,
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"requires": {
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@ -30,6 +30,10 @@
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],
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"version": "==3.0.4"
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},
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"csv-metadata-quality": {
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"editable": true,
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"path": "."
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},
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"idna": {
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"hashes": [
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"sha256:c357b3f628cf53ae2c4c05627ecc484553142ca23264e593d327bcde5e9c3407",
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@ -102,10 +106,10 @@
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},
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"pytz": {
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"hashes": [
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"sha256:303879e36b721603cc54604edcac9d20401bdbe31e1e4fdee5b9f98d5d31dfda",
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"sha256:d747dd3d23d77ef44c6a3526e274af6efeb0a6f1afd5a69ba4d5be4098c8e141"
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"sha256:26c0b32e437e54a18161324a2fca3c4b9846b74a8dccddd843113109e1116b32",
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"sha256:c894d57500a4cd2d5c71114aaab77dbab5eabd9022308ce5ac9bb93a60a6f0c7"
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],
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"version": "==2019.1"
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"version": "==2019.2"
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},
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"requests": {
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"hashes": [
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@ -327,6 +331,13 @@
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"index": "pypi",
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"version": "==5.0.1"
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},
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"pytest-clarity": {
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"hashes": [
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"sha256:3f40d5ae7cb21cc95e622fc4f50d9466f80ae0f91460225b8c95c07afbf93e20"
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],
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"index": "pypi",
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"version": "==0.2.0a1"
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},
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"six": {
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"hashes": [
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"sha256:3350809f0555b11f552448330d0b52d5f24c91a322ea4a15ef22629740f3761c",
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@ -334,6 +345,12 @@
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],
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"version": "==1.12.0"
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},
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"termcolor": {
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"hashes": [
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"sha256:1d6d69ce66211143803fbc56652b41d73b4a400a2891d7bf7a1cdf4c02de613b"
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],
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"version": "==1.1.0"
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},
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"traitlets": {
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"hashes": [
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"sha256:9c4bd2d267b7153df9152698efb1050a5d84982d3384a37b2c1f7723ba3e7835",
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@ -23,7 +23,6 @@ $ git clone https://git.sr.ht/~alanorth/csv-metadata-quality
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$ cd csv-metadata-quality
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$ pipenv install
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$ pipenv shell
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$ pip install .
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```
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Otherwise, if you don't have pipenv, you can use a vanilla Python virtual environment:
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@ -34,7 +33,6 @@ $ cd csv-metadata-quality
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$ python3 -m venv venv
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$ source venv/bin/activate
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$ pip install -r requirements.txt
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$ pip install .
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```
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## Usage
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@ -4,6 +4,8 @@ import csv_metadata_quality.check as check
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import csv_metadata_quality.fix as fix
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import pandas as pd
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import re
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import signal
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import sys
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def parse_args(argv):
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@ -18,9 +20,16 @@ def parse_args(argv):
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return args
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def signal_handler(signal, frame):
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sys.exit(1)
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def run(argv):
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args = parse_args(argv)
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# set the signal handler for SIGINT (^C)
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signal.signal(signal.SIGINT, signal_handler)
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# Read all fields as strings so dates don't get converted from 1998 to 1998.0
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df = pd.read_csv(args.input_file, dtype=str)
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@ -39,7 +48,7 @@ def run(argv):
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df[column] = df[column].apply(check.separators)
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# Check: suspicious characters
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df[column] = df[column].apply(check.suspicious_characters)
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df[column] = df[column].apply(check.suspicious_characters, field_name=column)
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# Fix: invalid multi-value separator
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if args.unsafe_fixes:
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@ -79,3 +88,9 @@ def run(argv):
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# Write
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df.to_csv(args.output_file, index=False)
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# Close the input and output files before exiting
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args.input_file.close()
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args.output_file.close()
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sys.exit(0)
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@ -128,7 +128,7 @@ def date(field):
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return field
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def suspicious_characters(field):
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def suspicious_characters(field, field_name):
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"""Warn about suspicious characters.
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Look for standalone characters that could indicate encoding or copy/paste
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@ -143,10 +143,21 @@ def suspicious_characters(field):
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suspicious_characters = ['\u00B4', '\u02C6', '\u007E', '\u0060']
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for character in suspicious_characters:
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character_set = set(character)
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# Find the position of the suspicious character in the string
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suspicious_character_position = field.find(character)
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if character_set.issubset(field):
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print(f'Suspicious character: {field}')
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# Python returns -1 if there is no match
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if suspicious_character_position != -1:
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# Create a temporary new string starting from the position of the
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# suspicious character
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field_subset = field[suspicious_character_position:]
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# Print part of the metadata value starting from the suspicious
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# character and spanning enough of the rest to give a preview,
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# but not too much to cause the line to break in terminals with
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# a default of 80 characters width.
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suspicious_character_msg = f'Suspicious character ({field_name}): {field_subset}'
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print(f'{suspicious_character_msg:1.80}')
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return field
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@ -1 +1 @@
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VERSION = '0.1.0'
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VERSION = '0.2.0'
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@ -23,8 +23,10 @@ pycodestyle==2.5.0
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pyflakes==2.1.1
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pygments==2.4.2
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pyparsing==2.4.2
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pytest-clarity==0.2.0a1
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pytest==5.0.1
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six==1.12.0
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termcolor==1.1.0
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traitlets==4.3.2
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wcwidth==0.1.7
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zipp==0.5.2
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@ -1,4 +1,5 @@
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-i https://pypi.org/simple
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-e .
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certifi==2019.6.16
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chardet==3.0.4
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idna==2.8
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@ -7,7 +8,7 @@ pandas==0.25.0
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pycountry==19.7.15
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python-dateutil==2.8.0
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python-stdnum==1.11
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pytz==2019.1
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pytz==2019.2
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requests-cache==0.5.0
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requests==2.22.0
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six==1.12.0
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2
setup.py
2
setup.py
@ -13,7 +13,7 @@ install_requires = [
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setuptools.setup(
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name="csv-metadata-quality",
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version="0.1.0",
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version="0.2.0",
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author="Alan Orth",
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author_email="aorth@mjanja.ch",
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description="A simple, but opinionated CSV quality checking and fixing pipeline for CSVs in the DSpace ecosystem.",
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@ -112,10 +112,12 @@ def test_check_suspicious_characters(capsys):
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value = 'foreˆt'
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check.suspicious_characters(value)
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field_name = 'dc.contributor.author'
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check.suspicious_characters(value, field_name)
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captured = capsys.readouterr()
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assert captured.out == f'Suspicious character: {value}\n'
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assert captured.out == f'Suspicious character ({field_name}): ˆt\n'
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def test_check_valid_iso639_2_language():
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Reference in New Issue
Block a user