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mirror of https://github.com/ilri/csv-metadata-quality.git synced 2024-06-09 13:25:08 +02:00
Commit Graph

47 Commits

Author SHA1 Message Date
040e56fc76
Improve exclude function
When a user explicitly requests that a field be excluded with -x we
skip that field in most checks. Up until now that did not include
the item-based checks using a transposed dataframe because we don't
know the metadata field names (labels) until we iterate over them.

Now the excludes are respected for item-based checks.
2022-09-02 15:59:22 +03:00
689ee184f7
Add unsafe check to add missing regions 2022-07-28 16:52:43 +03:00
c43095139a
tests/test_check.py: add tests for dropping invalid AGROVOC 2021-12-23 12:44:32 +02:00
120e8cf09f
tests/test_check.py: add checks for countries without regions 2021-12-08 15:18:50 +02:00
e02678cd7c
tests/test_check.py: add tests for title in citation 2021-12-05 16:01:11 +02:00
01b4354a14
tests/test_check.py: fix comment 2021-12-05 15:58:25 +02:00
787fa9e8d9
Add field name to fix.newlines output 2021-10-08 14:36:43 +03:00
82261f7fe0
tests/test_check.py: Run black
All checks were successful
continuous-integration/drone/push Build is passing
2021-10-06 22:10:26 +03:00
8a27fb2589
Add check for missing DOIs
All checks were successful
continuous-integration/drone/push Build is passing
Sometimes an editor includes a DOI in the citation field, but does
not add a standalone DOI field.
2021-10-06 21:25:39 +03:00
cfe09f7126
Add SPDX short license identifier to all Python files
See: https://spdx.github.io/spdx-spec/appendix-V-using-SPDX-short-identifiers-in-source-files/
2021-03-19 16:04:40 +02:00
39a4b1a487
Add mojibake to data/test.csv and tests 2021-03-19 10:28:33 +02:00
e8422bfa74
tests/test_check.py: Add test for duplicate items 2021-03-17 09:54:02 +02:00
330a7b7b9c
Don't unnecessarily rewrite DataFrames for checks
By using df[column] = df[column].apply(check...) we were re-writing
the DataFrame every time we returned from a check. We don't actuall
y need to return a value at all, as the point of checks is to print
a warning to the screen. In Python a "return" statement without a v
ariable returns None.

I haven't measured the impact of this, but I assume it will mean we
are faster and use less memory.
2021-03-16 16:04:19 +02:00
10612cf891
Remove checks for invalid multi-value separators
Now that I no longer treat the fix for these as "unsafe" I don't a
ctually need to check for them—I can just fix them when I see them.
2021-03-14 21:01:21 +02:00
0089efa914
tests/test_check.py: Use dcterms.subject instead of dc.subject
Trying to move some old DC fields to DCTERMS.
2021-03-11 11:45:25 +02:00
5318953150
tests/test_check.py: Add tests for licenses 2021-03-11 10:36:26 +02:00
a7fc5a246c
Colorize output
Some checks failed
continuous-integration/drone/push Build is failing
Messages will be colorized:

- Red for errors
- Yellow for warnings or information
- Green for fixes
2021-02-21 13:01:25 +02:00
7edb8b19d7
tests/test_check.py: Reformat with black 2021-01-03 15:50:21 +02:00
29e67a0887
Add tests for unnecessary multi-value separators 2021-01-03 15:37:18 +02:00
28b5996aa6
Output field name for more fixes and checks
This helps identify which field has the error.
2020-01-16 12:35:11 +02:00
87181bc7b8
Run black, isort, and flake8. 2020-01-15 11:41:31 +02:00
49e3543878
Add Unicode normalization
This will check all strings for un-normalized Unicode characters.
Normalization is done using NFC. This includes tests and updated
sample data (data/test.csv).

See: https://withblue.ink/2019/03/11/why-you-need-to-normalize-unicode-strings.html
2020-01-15 11:37:54 +02:00
604bd5bda6
Reformat tests with black 2019-09-26 14:02:51 +03:00
8435ee242d
Experimental language detection using langid
Works decenty well assuming the title, abstract, and citation fields
are an accurate representation of the language as identified by the
language field. Handles ISO 639-1 (alpha 2) and ISO 639-3 (alpha 3)
values seamlessly.

This includes updated pipenv environment, test data, pytest tests
for both correct and incorrect ISO 639-1 and ISO 639-3 languages,
and a new command line option "-e".
2019-09-26 13:46:32 +03:00
86d4623fd3
More ISO 639-1 and ISO 639-3 fixes
ISO 639-1 uses two-letter codes and ISO 639-3 uses three-letter codes.
Technically there ISO 639-2/T and ISO 639-2/B, which also uses three
letter codes, but those are not supported by the pycountry library
so I won't even worry about them.

See: https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes
2019-09-26 07:44:39 +03:00
d9fc09f121
Fix references to ISO 639
It turns out that ISO 639-1 is the two-letter codes, and ISO 639-2
is the three-letter codes, aka alpha2 and alpha3.

See: https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes
2019-09-11 16:36:53 +03:00
07f80cb37f
tests/test_fix.py: Add test for missing space after comma 2019-08-28 00:08:56 +03:00
e7cb8920db
tests/test_check.py: Update date tests 2019-08-21 15:34:52 +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
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
456b8a2f26
Update tests 2019-08-01 23:59:11 +03:00
40d5f7d81b
Add support for removing newlines
This was tricky because of the nature of newlines. In actuality we
are removing Unix line feeds here (U+000A) because Windows carriage
returns are actually already removed by the string stripping in the
whitespace fix.

Creating the test case in Vim was difficult because I couldn't fig-
ure out how to manually enter a line feed character. In the end I
used a search and replace on a known pattern like "ALAN", replacing
it with \r. Neither entering the Unicode code point (U+000A) direc-
tly or typing an "Enter" character after ^V worked. Grrr.
2019-07-30 20:05:12 +03:00
1f65a28307
Add support for validating subjects against AGROVOC
Checks values in the dc.subject or dcterms.subject field against the
AGROVOC REST API hosted by FAO. Code borrowed from agrovoc-lookup.py.

See: http://agrovoc.uniroma2.it/agrovoc/agrovoc/en/
See: https://github.com/ilri/DSpace/blob/5_x-prod/agrovoc-lookup.py
2019-07-30 00:30:31 +03:00
a36454a3ac
Add support for validating languages
Will validate against ISO 639-2 or ISO 639-3 depending on how long
the language field is. Otherwise will return that the language is
invalid.

Does not currently have any support for generic values like "Other".
2019-07-29 18:59:42 +03:00
1e444cf040
Add fix for duplicate metadata values 2019-07-29 18:05:03 +03:00
fa4fa3491b
Add check for "suspicious" characters
These standalone characters often indicate issues with encoding or
copy/paste in languages with accents like French and Spanish. For
example: foreˆt should be forêt.

It is not possible to fix these issues automatically, but this will
print a warning so you can notify the owner of the data.
2019-07-29 17:08:49 +03:00
8047a57cc5
Add support for fixing "unnecessary" Unicode
These are things like non-breaking spaces, "replacement" characters,
etc that add nothing to the metadata and often cause errors during
parsing or displaying in a UI.
2019-07-29 16:38:10 +03:00
40e77db713
Add "unsafe fixes" runtime option
In this case it fixes occurences of invalid multi-value separators.
DSpace uses "||" to separate multiple values in one field, but our
editors sometimes give us files with mistakes like "|". We can fix
these to be correct multi-value separators if we are sure that the
metadata is not actually using "|" for some legitimate purpose.
2019-07-28 22:53:39 +03:00
87b1997051
Fix whitespace errors found by flake8 2019-07-28 17:47:28 +03:00
ce8f140c66
tests: Remove unused pytest import 2019-07-28 17:42:54 +03:00
196bb434fa
Add date validation
I'm only concerned with validating issue dates here. In DSpace they
are generally always YYYY, YYY-MM, or YYYY-MM-DD (though in theory
they could be any valid ISO8601 format).

This also checks for cases where the date is missing and where the
metadata has specified multiple dates like "1990||1991", as this is
valid, but there is no practical value for it in our system.
2019-07-28 16:11:36 +03:00
a849615b41
Add tests for check functions
Relies on capturing stdout.

See: https://docs.pytest.org/en/5.0.1/capture.html
2019-07-27 02:10:13 +03:00
41a30f1b07
Add initial tests
For now only test fixes because they return changed data. I'm not
sure how to test the checks, because they don't return data and I
can't modify them to return boolean values without breaking the app.
2019-07-27 00:36:40 +03:00
f2060adadf
Move tests.csv to data directory 2019-07-27 00:02:47 +03:00
844b968098
tests/test.csv: Add invalid multi-value field separator 2019-07-26 23:48:45 +03:00
dfd961d720
Bring test.csv into project 2019-07-26 23:14:37 +03:00