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

26 Commits

Author SHA1 Message Date
7255bf4707 Version 0.2.1 2019-08-11 10:39:39 +03:00
3aaf18c290 CHANGELOG.md: Move unreleased changes to 0.2.1 2019-08-11 10:39:18 +03:00
745306edd7 CHANGELOG.md: Add note about replacement of unnccesary Unicode 2019-08-11 00:09:35 +03:00
e324e321a2 data/test.csv: Add test for replacement of unneccessary Unicode 2019-08-11 00:08:44 +03:00
232ff99898 csv_metadata_quality/fix.py: Add more unneccessary Unicode fixes
Add a check for soft hyphens (U+00AD). In one sample CSV I have a
normal hyphen followed by a soft hyphen in an ISBN. This causes the
ISBN validation to fail.
2019-08-11 00:07:21 +03:00
13d5221378 csv_metadata_quality/check.py: Fix test for False 2019-08-10 23:52:53 +03:00
3c7a9eb75b CHANGELOG.md: Add check for uncommon filename extensions 2019-08-10 23:47:46 +03:00
a99fbd8a51 data/test.csv: Add test case for uncommon filename extension 2019-08-10 23:46:56 +03:00
e801042340 tests/test_check.py: Fix unused result
We don't need to capture the function's return value here because
pytest will capture stdout from the function.
2019-08-10 23:45:41 +03:00
62ef2a4489 tests/test_check.py: Add tests for file extensions 2019-08-10 23:44:13 +03:00
9ce7dc6716 Add check for uncommon filenames
Generally we want people to upload documents in accessible formats
like PDF, Word, Excel, and PowerPoint. This check warns if a file
is using an uncommon extension.
2019-08-10 23:41:16 +03:00
5ff584a8d7 Version 0.2.0 2019-08-09 01:39:51 +03:00
4cf7bc182b Update requirements-dev.txt
Generated with:

  $ pipenv lock -r -d > requirements-dev.txt
2019-08-09 01:34:54 +03:00
7d3f5aae66 CHANGELOG.md: Add pytest-clarity 2019-08-09 01:33:34 +03:00
c77c065e25 Update Pipfile.lock 2019-08-09 01:32:53 +03:00
8fb40d96b1 Pipfile: Add pytest-clarity to dev packages
This helps you understand the cryptic assertion error output from
pytest. For some reason pytest-clarity is a pre-release package so
we need to install it in pipenv with --pre.
2019-08-09 01:30:37 +03:00
5f2e3ff4bd CHANGELOG.md: Add improved suspicious character check 2019-08-09 01:28:07 +03:00
d93c2aae13 tests/test_check.py: Update suspicious character check
The suspicious character check was updated to include the name of
the field where the metadata value with the  suspicious character
exists.
2019-08-09 01:26:38 +03:00
62fea95087 Improve suspicious character detection
Now it will print just the part of the metadata value that contains
the suspicious character (up to 80 characters, so we don't make the
line break on terminals that use 80 character width by default).

Also, print the name of the field in which the metadata value is so
that it is easier for the user to locate.
2019-08-09 01:25:40 +03:00
8772bdec51 csv_metadata_quality/app.py: Explicitly exit with success 2019-08-04 09:10:37 +03:00
6d4ecd75aa csv_metadata_quality/app.py: Close files before exit 2019-08-04 09:10:19 +03:00
264ce1d1df CHANGELOG.md: Add new item for Ctrl-C handling 2019-08-03 22:18:44 +03:00
f4e7fd73f5 csv_metadata_quality/app.py: Handle Ctrl-C
Instead of printing an ugly two-page stack trace.
2019-08-03 21:11:57 +03:00
a00d3d7ea5 README.md: Simplify installation instructions
Pipenv has captured the local dependency with `-e .` so now it gets
installed by the Pipfile or requirements.txt.
2019-08-02 11:02:50 +03:00
f772a3be41 Update python requirements
Generated using pipenv:

  $ pipenv lock -r > requirements.txt
2019-08-02 11:02:25 +03:00
d1b3e9e375 pipenv install -e . 2019-08-02 10:58:21 +03:00
13 changed files with 184 additions and 41 deletions

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@ -4,7 +4,16 @@ 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]
## [0.2.1] - 2019-08-11
### Added
- Check for uncommon filename extensions
- Replacement of unneccessary Unicode characters like soft hyphens (U+00AD)
## [0.2.0] - 2019-08-09
### Added
- Handle Ctrl-C interrupt gracefully
- Make output in suspicious character check more user friendly
- Add pytest-clarity to dev packages for more user friendly pytest output
## [0.1.0] - 2019-08-01
### Changed

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@ -7,6 +7,7 @@ verify_ssl = true
pytest = "*"
ipython = "*"
flake8 = "*"
pytest-clarity = "*"
[packages]
pandas = "*"
@ -15,6 +16,10 @@ xlrd = "*"
requests = "*"
requests-cache = "*"
pycountry = "*"
csv-metadata-quality = {editable = true,path = "."}
[requires]
python_version = "3.7"
[pipenv]
allow_prereleases = true

25
Pipfile.lock generated
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@ -1,7 +1,7 @@
{
"_meta": {
"hash": {
"sha256": "1c4130ed98fb55545244ba2926f2b4246dc86af7545cb892a45311426f934cae"
"sha256": "f8f0a9f208ec41f4d8183ecfc68356b40674b083b2f126c37468b3c9533ba5df"
},
"pipfile-spec": 6,
"requires": {
@ -30,6 +30,10 @@
],
"version": "==3.0.4"
},
"csv-metadata-quality": {
"editable": true,
"path": "."
},
"idna": {
"hashes": [
"sha256:c357b3f628cf53ae2c4c05627ecc484553142ca23264e593d327bcde5e9c3407",
@ -102,10 +106,10 @@
},
"pytz": {
"hashes": [
"sha256:303879e36b721603cc54604edcac9d20401bdbe31e1e4fdee5b9f98d5d31dfda",
"sha256:d747dd3d23d77ef44c6a3526e274af6efeb0a6f1afd5a69ba4d5be4098c8e141"
"sha256:26c0b32e437e54a18161324a2fca3c4b9846b74a8dccddd843113109e1116b32",
"sha256:c894d57500a4cd2d5c71114aaab77dbab5eabd9022308ce5ac9bb93a60a6f0c7"
],
"version": "==2019.1"
"version": "==2019.2"
},
"requests": {
"hashes": [
@ -327,6 +331,13 @@
"index": "pypi",
"version": "==5.0.1"
},
"pytest-clarity": {
"hashes": [
"sha256:3f40d5ae7cb21cc95e622fc4f50d9466f80ae0f91460225b8c95c07afbf93e20"
],
"index": "pypi",
"version": "==0.2.0a1"
},
"six": {
"hashes": [
"sha256:3350809f0555b11f552448330d0b52d5f24c91a322ea4a15ef22629740f3761c",
@ -334,6 +345,12 @@
],
"version": "==1.12.0"
},
"termcolor": {
"hashes": [
"sha256:1d6d69ce66211143803fbc56652b41d73b4a400a2891d7bf7a1cdf4c02de613b"
],
"version": "==1.1.0"
},
"traitlets": {
"hashes": [
"sha256:9c4bd2d267b7153df9152698efb1050a5d84982d3384a37b2c1f7723ba3e7835",

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@ -23,7 +23,6 @@ $ git clone https://git.sr.ht/~alanorth/csv-metadata-quality
$ cd csv-metadata-quality
$ pipenv install
$ pipenv shell
$ pip install .
```
Otherwise, if you don't have pipenv, you can use a vanilla Python virtual environment:
@ -34,7 +33,6 @@ $ cd csv-metadata-quality
$ python3 -m venv venv
$ source venv/bin/activate
$ pip install -r requirements.txt
$ pip install .
```
## Usage

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@ -4,6 +4,8 @@ import csv_metadata_quality.check as check
import csv_metadata_quality.fix as fix
import pandas as pd
import re
import signal
import sys
def parse_args(argv):
@ -18,9 +20,16 @@ def parse_args(argv):
return args
def signal_handler(signal, frame):
sys.exit(1)
def run(argv):
args = parse_args(argv)
# set the signal handler for SIGINT (^C)
signal.signal(signal.SIGINT, signal_handler)
# Read all fields as strings so dates don't get converted from 1998 to 1998.0
df = pd.read_csv(args.input_file, dtype=str)
@ -39,7 +48,7 @@ def run(argv):
df[column] = df[column].apply(check.separators)
# Check: suspicious characters
df[column] = df[column].apply(check.suspicious_characters)
df[column] = df[column].apply(check.suspicious_characters, field_name=column)
# Fix: invalid multi-value separator
if args.unsafe_fixes:
@ -77,5 +86,15 @@ def run(argv):
if match is not None:
df[column] = df[column].apply(check.date)
# Check: filename extension
if column == 'filename':
df[column] = df[column].apply(check.filename_extension)
# Write
df.to_csv(args.output_file, index=False)
# Close the input and output files before exiting
args.input_file.close()
args.output_file.close()
sys.exit(0)

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@ -128,7 +128,7 @@ def date(field):
return field
def suspicious_characters(field):
def suspicious_characters(field, field_name):
"""Warn about suspicious characters.
Look for standalone characters that could indicate encoding or copy/paste
@ -143,10 +143,21 @@ def suspicious_characters(field):
suspicious_characters = ['\u00B4', '\u02C6', '\u007E', '\u0060']
for character in suspicious_characters:
character_set = set(character)
# Find the position of the suspicious character in the string
suspicious_character_position = field.find(character)
if character_set.issubset(field):
print(f'Suspicious character: {field}')
# Python returns -1 if there is no match
if suspicious_character_position != -1:
# Create a temporary new string starting from the position of the
# suspicious character
field_subset = field[suspicious_character_position:]
# Print part of the metadata value starting from the suspicious
# character and spanning enough of the rest to give a preview,
# but not too much to cause the line to break in terminals with
# a default of 80 characters width.
suspicious_character_msg = f'Suspicious character ({field_name}): {field_subset}'
print(f'{suspicious_character_msg:1.80}')
return field
@ -242,3 +253,48 @@ def agrovoc(field, field_name):
print(f'Invalid AGROVOC ({field_name}): {value}')
return field
def filename_extension(field):
"""Check filename extension.
CSVs with a 'filename' column are likely meant as input for the SAFBuilder
tool, which creates a Simple Archive Format bundle for importing metadata
with accompanying PDFs or other files into DSpace.
This check warns if a filename has an uncommon extension (that is, other
than .pdf, .xls(x), .doc(x), ppt(x), case insensitive).
"""
import re
# Skip fields with missing values
if pd.isna(field):
return
# Try to split multi-value field on "||" separator
values = field.split('||')
# List of common filename extentions
common_filename_extensions = ['.pdf', '.doc', '.docx', '.ppt', '.pptx', '.xls', '.xlsx']
# Iterate over all values
for value in values:
# Assume filename extension does not match
filename_extension_match = False
for filename_extension in common_filename_extensions:
# Check for extension at the end of the filename
pattern = re.escape(filename_extension) + r'$'
match = re.search(pattern, value, re.IGNORECASE)
if match is not None:
# Register the match and stop checking for this filename
filename_extension_match = True
break
if filename_extension_match is False:
print(f'Filename with uncommon extension: {value}')
return field

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@ -68,14 +68,17 @@ def separators(field):
def unnecessary_unicode(field):
"""Remove unnecessary Unicode characters.
"""Remove and replace unnecessary Unicode characters.
Removes unnecessary Unicode characters like:
- Zero-width space (U+200B)
- Replacement character (U+FFFD)
- No-break space (U+00A0)
Return string with characters removed.
Replaces unnecessary Unicode characters like:
- Soft hyphen (U+00AD) → hyphen
Return string with characters removed or replaced.
"""
# Skip fields with missing values
@ -106,6 +109,14 @@ def unnecessary_unicode(field):
print(f'Removing unnecessary Unicode (U+00A0): {field}')
field = re.sub(pattern, '', field)
# Check for soft hyphens (U+00AD), sometimes preceeded with a normal hyphen
pattern = re.compile(r'\u002D*?\u00AD')
match = re.findall(pattern, field)
if match:
print(f'Replacing unnecessary Unicode (U+00AD): {field}')
field = re.sub(pattern, '-', field)
return field

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@ -1 +1 @@
VERSION = '0.1.0'
VERSION = '0.2.1'

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@ -1,23 +1,25 @@
dc.contributor.author,birthdate,dc.identifier.issn,dc.identifier.isbn,dc.language.iso,dc.subject,cg.coverage.country
Leading space,2019-07-29,,,,,
Trailing space ,2019-07-29,,,,,
Excessive space,2019-07-29,,,,,
Miscellaenous ||whitespace | issues ,2019-07-29,,,,,
Duplicate||Duplicate,2019-07-29,,,,,
Invalid ISSN,2019-07-29,2321-2302,,,,
Invalid ISBN,2019-07-29,,978-0-306-40615-6,,,
Multiple valid ISSNs,2019-07-29,0378-5955||0024-9319,,,,
Multiple valid ISBNs,2019-07-29,,99921-58-10-7||978-0-306-40615-7,,,
Invalid date,2019-07-260,,,,,
Multiple dates,2019-07-26||2019-01-10,,,,,
Invalid multi-value separator,2019-07-29,0378-5955|0024-9319,,,,
Unnecessary Unicode,2019-07-29,,,,,
Suspicious character||foreˆt,2019-07-29,,,,,
Invalid ISO 639-2 language,2019-07-29,,,jp,,
Invalid ISO 639-3 language,2019-07-29,,,chi,,
Invalid language,2019-07-29,,,Span,,
Invalid AGROVOC subject,2019-07-29,,,,FOREST,
dc.contributor.author,birthdate,dc.identifier.issn,dc.identifier.isbn,dc.language.iso,dc.subject,cg.coverage.country,filename
Leading space,2019-07-29,,,,,,
Trailing space ,2019-07-29,,,,,,
Excessive space,2019-07-29,,,,,,
Miscellaenous ||whitespace | issues ,2019-07-29,,,,,,
Duplicate||Duplicate,2019-07-29,,,,,,
Invalid ISSN,2019-07-29,2321-2302,,,,,
Invalid ISBN,2019-07-29,,978-0-306-40615-6,,,,
Multiple valid ISSNs,2019-07-29,0378-5955||0024-9319,,,,,
Multiple valid ISBNs,2019-07-29,,99921-58-10-7||978-0-306-40615-7,,,,
Invalid date,2019-07-260,,,,,,
Multiple dates,2019-07-26||2019-01-10,,,,,,
Invalid multi-value separator,2019-07-29,0378-5955|0024-9319,,,,,
Unnecessary Unicode,2019-07-29,,,,,,
Suspicious character||foreˆt,2019-07-29,,,,,,
Invalid ISO 639-2 language,2019-07-29,,,jp,,,
Invalid ISO 639-3 language,2019-07-29,,,chi,,,
Invalid language,2019-07-29,,,Span,,,
Invalid AGROVOC subject,2019-07-29,,,,FOREST,,
Newline (LF),2019-07-30,,,,"TANZA
NIA",
Missing date,,,,,,
Invalid country,2019-08-01,,,,,KENYAA
NIA",,
Missing date,,,,,,,
Invalid country,2019-08-01,,,,,KENYAA,
Uncommon filename extension,2019-08-10,,,,,,file.pdf.lck
Unneccesary unicode (U+002D + U+00AD),2019-08-10,,978-­92-­9043-­823-­6,,,,

1 dc.contributor.author birthdate dc.identifier.issn dc.identifier.isbn dc.language.iso dc.subject cg.coverage.country filename
2 Leading space 2019-07-29
3 Trailing space 2019-07-29
4 Excessive space 2019-07-29
5 Miscellaenous ||whitespace | issues 2019-07-29
6 Duplicate||Duplicate 2019-07-29
7 Invalid ISSN 2019-07-29 2321-2302
8 Invalid ISBN 2019-07-29 978-0-306-40615-6
9 Multiple valid ISSNs 2019-07-29 0378-5955||0024-9319
10 Multiple valid ISBNs 2019-07-29 99921-58-10-7||978-0-306-40615-7
11 Invalid date 2019-07-260
12 Multiple dates 2019-07-26||2019-01-10
13 Invalid multi-value separator 2019-07-29 0378-5955|0024-9319
14 Unnecessary Unicode​ 2019-07-29
15 Suspicious character||foreˆt 2019-07-29
16 Invalid ISO 639-2 language 2019-07-29 jp
17 Invalid ISO 639-3 language 2019-07-29 chi
18 Invalid language 2019-07-29 Span
19 Invalid AGROVOC subject 2019-07-29 FOREST
20 Newline (LF) 2019-07-30 TANZA NIA
21 Missing date
22 Invalid country 2019-08-01 KENYAA
23 Uncommon filename extension 2019-08-10 file.pdf.lck
24 Unneccesary unicode (U+002D + U+00AD) 2019-08-10 978-­92-­9043-­823-­6
25

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@ -23,8 +23,10 @@ pycodestyle==2.5.0
pyflakes==2.1.1
pygments==2.4.2
pyparsing==2.4.2
pytest-clarity==0.2.0a1
pytest==5.0.1
six==1.12.0
termcolor==1.1.0
traitlets==4.3.2
wcwidth==0.1.7
zipp==0.5.2

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@ -1,4 +1,5 @@
-i https://pypi.org/simple
-e .
certifi==2019.6.16
chardet==3.0.4
idna==2.8
@ -7,7 +8,7 @@ pandas==0.25.0
pycountry==19.7.15
python-dateutil==2.8.0
python-stdnum==1.11
pytz==2019.1
pytz==2019.2
requests-cache==0.5.0
requests==2.22.0
six==1.12.0

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@ -13,7 +13,7 @@ install_requires = [
setuptools.setup(
name="csv-metadata-quality",
version="0.1.0",
version="0.2.1",
author="Alan Orth",
author_email="aorth@mjanja.ch",
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):
value = 'foreˆt'
check.suspicious_characters(value)
field_name = 'dc.contributor.author'
check.suspicious_characters(value, field_name)
captured = capsys.readouterr()
assert captured.out == f'Suspicious character: {value}\n'
assert captured.out == f'Suspicious character ({field_name}): ˆt\n'
def test_check_valid_iso639_2_language():
@ -192,3 +194,24 @@ def test_check_valid_agrovoc():
result = check.agrovoc(value, field_name)
assert result == value
def test_check_uncommon_filename_extension(capsys):
'''Test uncommon filename extension.'''
value = 'file.pdf.lck'
check.filename_extension(value)
captured = capsys.readouterr()
assert captured.out == f'Filename with uncommon extension: {value}\n'
def test_check_common_filename_extension():
'''Test common filename extension.'''
value = 'file.pdf'
result = check.filename_extension(value)
assert result == value