Version 0.4.3

setup.py: Remove Python 3.6
I actually removed Python 3.6 support a few weeks ago after updating to Pandas 1.2.0, but forgot to update this.
2025-07-02 04:27:24 +02:00 · 2021-01-26 15:22:40 +02:00 · 2021-01-26 15:22:08 +02:00 · 2021-01-26 15:20:22 +02:00 · 2021-01-26 14:38:50 +02:00 · 2021-01-26 14:15:31 +02:00
17 changed files with 344 additions and 307 deletions
--- a/.build.yml
+++ b/.build.yml
@ -1,15 +0,0 @@
-image: archlinux
-packages:
-  - python-poetry
-sources:
-  - https://git.sr.ht/~alanorth/csv-metadata-quality
-tasks:
-  - setup: |
-      cd csv-metadata-quality
-      poetry install
-  - pytest: |
-      cd csv-metadata-quality
-      poetry run pytest
-  - testcli: |
-      cd csv-metadata-quality
-      poetry run csv-metadata-quality -i data/test.csv -o /tmp/test.csv -e -u --agrovoc-fields dc.subject,cg.coverage.country
--- a/.drone.yml
+++ b/.drone.yml
@ -46,20 +46,4 @@ steps:
  - python setup.py install
  - csv-metadata-quality -i data/test.csv -o /tmp/test.csv -e -u --agrovoc-fields dc.subject,cg.coverage.country

---
-kind: pipeline
-type: docker
-name: python36
-
-steps:
- name: test
-  image: python:3.6-slim
-  commands:
-  - id
-  - python -V
-  - pip install -r requirements-dev.txt
-  - pytest
-  - python setup.py install
-  - csv-metadata-quality -i data/test.csv -o /tmp/test.csv -e -u --agrovoc-fields dc.subject,cg.coverage.country
-
 # vim: ts=2 sw=2 et
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@ -4,12 +4,15 @@ 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
+## [0.4.3] - 2021-01-26
 ### Changed
 - Reformat with black
+- Requires Python 3.7+ for pandas 1.2.0

 ### Updated
 - Run `poetry update`
+- Expand check/fix for multi-value separators to include metadata with invalid
+separators at the end, for example "Kenya||Tanzania||"

 ## [0.4.2] - 2020-07-06
 ### Changed
--- a/README.md
+++ b/README.md
@ -1,7 +1,7 @@
-# CSV Metadata Quality ![GitHub Actions](https://github.com/ilri/csv-metadata-quality/workflows/Build%20and%20Test/badge.svg) [![builds.sr.ht status](https://builds.sr.ht/~alanorth/csv-metadata-quality.svg)](https://builds.sr.ht/~alanorth/csv-metadata-quality?)
+# 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.

-Requires Python 3.6 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.

 ## Functionality

@ -10,7 +10,7 @@ Requires Python 3.6 or greater (3.8 recommended). CSV and Excel support comes fr
 - Experimental validation of titles and abstracts against item's Dublin Core language field
 - Validate subjects against the AGROVOC REST API (see the `--agrovoc-fields` option)
 - Fix leading, trailing, and excessive (ie, more than one) whitespace
- Fix invalid multi-value separators (`|`) using `--unsafe-fixes`
+- Fix invalid and unnecessary multi-value separators (`|`) using `--unsafe-fixes`
 - Fix problematic newlines (line feeds) using `--unsafe-fixes`
 - Remove unnecessary Unicode like [non-breaking spaces](https://en.wikipedia.org/wiki/Non-breaking_space), [replacement characters](https://en.wikipedia.org/wiki/Specials_(Unicode_block)#Replacement_character), etc
 - Check for "suspicious" characters that indicate encoding or copy/paste issues, for example "foreˆt" should be "forêt"
@ -56,6 +56,8 @@ You can enable several "unsafe" fixes with the `--unsafe-fixes` option. Currentl
 ### Invalid Multi-Value Separators
 This is considered "unsafe" because it is *theoretically* possible for a single `|` character to be used legitimately in a metadata value, though in my experience it is always a typo. For example, if a user mistakenly writes `Kenya|Tanzania` when attempting to indicate two countries, the result will be one metadata value with the literal text `Kenya|Tanzania`. The `--unsafe-fixes` option will correct the invalid multi-value separator so that there are two metadata values, ie `Kenya||Tanzania`.

+This will also remove unnecessary trailing multi-value separators, for example `Kenya||Tanzania||`.
+
 ### Newlines
 This is considered "unsafe" because some systems give special importance to vertical space and render it properly. DSpace does not support rendering newlines in its XMLUI and has, at times, suffered from parsing errors that cause the import process to fail if an input file had newlines. The `--unsafe-fixes` option strips Unix line feeds (U+000A).

--- a/csv_metadata_quality/app.py
+++ b/csv_metadata_quality/app.py
@ -103,13 +103,13 @@ def run(argv):
        # Fix: unnecessary Unicode
        df[column] = df[column].apply(fix.unnecessary_unicode)

-        # Check: invalid multi-value separator
+        # Check: invalid and unnecessary multi-value separators
        df[column] = df[column].apply(check.separators, field_name=column)

        # Check: suspicious characters
        df[column] = df[column].apply(check.suspicious_characters, field_name=column)

-        # Fix: invalid multi-value separator
+        # Fix: invalid and unnecessary multi-value separators
        if args.unsafe_fixes:
            df[column] = df[column].apply(fix.separators, field_name=column)
            # Run whitespace fix again after fixing invalid separators
--- a/csv_metadata_quality/check.py
+++ b/csv_metadata_quality/check.py
@ -57,7 +57,11 @@ def isbn(field):


 def separators(field, field_name):
-    """Check for invalid multi-value separators (ie "|" or "|||").
+    """Check for invalid and unnecessary multi-value separators, for example:
+
+        value|value
+        value|||value
+        value||value||

    Prints the field with the invalid multi-value separator.
    """
@ -70,10 +74,16 @@ def separators(field, field_name):

    # Try to split multi-value field on "||" separator
    for value in field.split("||"):
+        # Check if the current value is blank
+        if value == "":
+            print(f"Unnecessary multi-value separator ({field_name}): {field}")
+
+            continue

        # After splitting, see if there are any remaining "|" characters
        match = re.findall(r"^.*?\|.*$", value)

+        # Check if there was a match
        if match:
            print(f"Invalid multi-value separator ({field_name}): {field}")

--- a/csv_metadata_quality/fix.py
+++ b/csv_metadata_quality/fix.py
@ -42,7 +42,14 @@ def whitespace(field, field_name):


 def separators(field, field_name):
-    """Fix for invalid multi-value separators (ie "|")."""
+    """Fix for invalid and unnecessary multi-value separators, for example:
+
+        value|value
+        value|||value
+        value||value||
+
+    Prints the field with the invalid multi-value separator.
+    """

    # Skip fields with missing values
    if pd.isna(field):
@ -53,6 +60,12 @@ def separators(field, field_name):

    # Try to split multi-value field on "||" separator
    for value in field.split("||"):
+        # Check if the value is blank and skip it
+        if value == "":
+            print(f"Fixing unnecessary multi-value separator ({field_name}): {field}")
+
+            continue
+
        # After splitting, see if there are any remaining "|" characters
        pattern = re.compile(r"\|")
        match = re.findall(pattern, value)
--- a/csv_metadata_quality/version.py
+++ b/csv_metadata_quality/version.py
@ -1 +1 @@
-VERSION = "0.4.2"
+VERSION = "0.4.3"
--- a/data/test.csv
+++ b/data/test.csv
@ -28,3 +28,4 @@ Incorrect ISO 639-1 language,2019-09-26,,,es,,,
 Incorrect ISO 639-3 language,2019-09-26,,,spa,,,
 Composéd Unicode,2020-01-14,,,,,,
 Decomposéd Unicode,2020-01-14,,,,,,
+Unnecessary multi-value separator,2021-01-03,0378-5955||,,,,,
--- a/poetry.lock
+++ b/poetry.lock
@ -62,8 +62,8 @@ python-versions = "*"

 [[package]]
 name = "appnope"
-version = "0.1.0"
-description = "Disable App Nap on OS X 10.9"
+version = "0.1.2"
+description = "Disable App Nap on macOS >= 10.9"
 category = "dev"
 optional = false
 python-versions = "*"
@ -80,21 +80,21 @@ marker = "sys_platform == \"win32\""

 [[package]]
 name = "attrs"
-version = "20.2.0"
+version = "20.3.0"
 description = "Classes Without Boilerplate"
 category = "dev"
 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", "sphinx", "sphinx-rtd-theme", "pre-commit"]
-docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
+dev = ["coverage (>=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"]

 [[package]]
 name = "babel"
-version = "2.8.0"
+version = "2.9.0"
 description = "Internationalization utilities"
 category = "dev"
 optional = false
@ -136,7 +136,7 @@ typing-extensions = ">=3.7.4"

 [[package]]
 name = "certifi"
-version = "2020.6.20"
+version = "2020.12.5"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
@ -144,11 +144,11 @@ python-versions = "*"

 [[package]]
 name = "chardet"
-version = "3.0.4"
+version = "4.0.0"
 description = "Universal encoding detector for Python 2 and 3"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"

 [[package]]
 name = "click"
@ -291,7 +291,7 @@ six = "*"

 [[package]]
 name = "isort"
-version = "5.6.4"
+version = "5.7.0"
 description = "A Python utility / library to sort Python imports."
 category = "dev"
 optional = false
@ -312,19 +312,19 @@ python-versions = "*"

 [[package]]
 name = "jedi"
-version = "0.17.2"
+version = "0.18.0"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
 marker = "python_version >= \"3.7\" and python_version < \"4.0\""

 [package.extras]
-qa = ["flake8 (3.7.9)"]
-testing = ["Django (<3.1)", "colorama", "docopt", "pytest (>=3.9.0,<5.0.0)"]
+qa = ["flake8 (3.8.3)", "mypy (0.782)"]
+testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<6.0.0)"]

 [package.dependencies]
-parso = ">=0.7.0,<0.8.0"
+parso = ">=0.8.0,<0.9.0"

 [[package]]
 name = "langid"
@ -366,7 +366,7 @@ python-versions = "*"

 [[package]]
 name = "numpy"
-version = "1.19.4"
+version = "1.19.5"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
@ -374,7 +374,7 @@ python-versions = ">=3.6"

 [[package]]
 name = "openpyxl"
-version = "3.0.5"
+version = "3.0.6"
 description = "A Python library to read/write Excel 2010 xlsx/xlsm files"
 category = "dev"
 optional = false
@ -386,7 +386,7 @@ jdcal = "*"

 [[package]]
 name = "packaging"
-version = "20.4"
+version = "20.8"
 description = "Core utilities for Python packages"
 category = "dev"
 optional = false
@ -394,23 +394,22 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"

 [package.dependencies]
 pyparsing = ">=2.0.2"
-six = "*"

 [[package]]
 name = "pandas"
-version = "1.1.4"
+version = "1.2.1"
 description = "Powerful data structures for data analysis, time series, and statistics"
 category = "main"
 optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.7.1"

 [package.extras]
-test = ["pytest (>=4.0.2)", "pytest-xdist", "hypothesis (>=3.58)"]
+test = ["pytest (>=5.0.1)", "pytest-xdist", "hypothesis (>=3.58)"]

 [package.dependencies]
-numpy = ">=1.15.4"
+numpy = ">=1.16.5"
 python-dateutil = ">=2.7.3"
-pytz = ">=2017.2"
+pytz = ">=2017.3"

 [[package]]
 name = "parsedatetime"
@ -422,19 +421,20 @@ python-versions = "*"

 [[package]]
 name = "parso"
-version = "0.7.1"
+version = "0.8.1"
 description = "A Python Parser"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 marker = "python_version >= \"3.7\" and python_version < \"4.0\""

 [package.extras]
-testing = ["docopt", "pytest (>=3.0.7)"]
+qa = ["flake8 (3.8.3)", "mypy (0.782)"]
+testing = ["docopt", "pytest (<6.0.0)"]

 [[package]]
 name = "pathspec"
-version = "0.8.0"
+version = "0.8.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
@ -474,7 +474,7 @@ dev = ["pre-commit", "tox"]

 [[package]]
 name = "prompt-toolkit"
-version = "3.0.8"
+version = "3.0.14"
 description = "Library for building powerful interactive command lines in Python"
 category = "dev"
 optional = false
@ -486,7 +486,7 @@ wcwidth = "*"

 [[package]]
 name = "ptyprocess"
-version = "0.6.0"
+version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
 category = "dev"
 optional = false
@ -495,7 +495,7 @@ marker = "python_version >= \"3.7\" and python_version < \"4.0\" and sys_platfor

 [[package]]
 name = "py"
-version = "1.9.0"
+version = "1.10.0"
 description = "library with cross-python path, ini-parsing, io, code, log facilities"
 category = "dev"
 optional = false
@ -527,7 +527,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"

 [[package]]
 name = "pygments"
-version = "2.7.2"
+version = "2.7.4"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "dev"
 optional = false
@ -544,23 +544,22 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"

 [[package]]
 name = "pytest"
-version = "6.1.2"
+version = "6.2.2"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"

 [package.extras]
-checkqa_mypy = ["mypy (0.780)"]
 testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]

 [package.dependencies]
 atomicwrites = ">=1.0"
-attrs = ">=17.4.0"
+attrs = ">=19.2.0"
 colorama = "*"
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=0.12,<1.0"
+pluggy = ">=0.12,<1.0.0a1"
 py = ">=1.8.2"
 toml = "*"

@ -603,7 +602,7 @@ text-unidecode = ">=1.3"

 [[package]]
 name = "python-stdnum"
-version = "1.14"
+version = "1.15"
 description = "Python module to handle standardized numbers and codes"
 category = "main"
 optional = false
@ -624,7 +623,7 @@ python-versions = "*"

 [[package]]
 name = "pytz"
-version = "2020.4"
+version = "2020.5"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
@ -632,7 +631,7 @@ python-versions = "*"

 [[package]]
 name = "regex"
-version = "2020.10.28"
+version = "2020.11.13"
 description = "Alternative regular expression module, to replace re."
 category = "dev"
 optional = false
@ -640,7 +639,7 @@ python-versions = "*"

 [[package]]
 name = "requests"
-version = "2.24.0"
+version = "2.25.1"
 description = "Python HTTP for Humans."
 category = "main"
 optional = false
@ -652,9 +651,9 @@ socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7)", "win-inet-pton"]

 [package.dependencies]
 certifi = ">=2017.4.17"
-chardet = ">=3.0.2,<4"
+chardet = ">=3.0.2,<5"
 idna = ">=2.5,<3"
-urllib3 = ">=1.21.1,<1.25.0 || >1.25.0,<1.25.1 || >1.25.1,<1.26"
+urllib3 = ">=1.21.1,<1.27"

 [[package]]
 name = "requests-cache"
@ -677,7 +676,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"

 [[package]]
 name = "sqlalchemy"
-version = "1.3.20"
+version = "1.3.22"
 description = "Database Abstraction Library"
 category = "dev"
 optional = false
@ -736,7 +735,7 @@ ipython-genutils = "*"

 [[package]]
 name = "typed-ast"
-version = "1.4.1"
+version = "1.4.2"
 description = "a fork of Python 2 and 3 ast modules with type comment support"
 category = "dev"
 optional = false
@ -752,7 +751,7 @@ python-versions = "*"

 [[package]]
 name = "urllib3"
-version = "1.25.11"
+version = "1.26.2"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
@ -804,20 +803,20 @@ appdirs = [
    {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
 ]
 appnope = [
-    {file = "appnope-0.1.0-py2.py3-none-any.whl", hash = "sha256:5b26757dc6f79a3b7dc9fab95359328d5747fcb2409d331ea66d0272b90ab2a0"},
-    {file = "appnope-0.1.0.tar.gz", hash = "sha256:8b995ffe925347a2138d7ac0fe77155e4311a0ea6d6da4f5128fe4b3cbe5ed71"},
+    {file = "appnope-0.1.2-py2.py3-none-any.whl", hash = "sha256:93aa393e9d6c54c5cd570ccadd8edad61ea0c4b9ea7a01409020c9aa019eb442"},
+    {file = "appnope-0.1.2.tar.gz", hash = "sha256:dd83cd4b5b460958838f6eb3000c660b1f9caf2a5b1de4264e941512f603258a"},
 ]
 atomicwrites = [
    {file = "atomicwrites-1.4.0-py2.py3-none-any.whl", hash = "sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197"},
    {file = "atomicwrites-1.4.0.tar.gz", hash = "sha256:ae70396ad1a434f9c7046fd2dd196fc04b12f9e91ffb859164193be8b6168a7a"},
 ]
 attrs = [
-    {file = "attrs-20.2.0-py2.py3-none-any.whl", hash = "sha256:fce7fc47dfc976152e82d53ff92fa0407700c21acd20886a13777a0d20e655dc"},
-    {file = "attrs-20.2.0.tar.gz", hash = "sha256:26b54ddbbb9ee1d34d5d3668dd37d6cf74990ab23c828c2888dccdceee395594"},
+    {file = "attrs-20.3.0-py2.py3-none-any.whl", hash = "sha256:31b2eced602aa8423c2aea9c76a724617ed67cf9513173fd3a4f03e3a929c7e6"},
+    {file = "attrs-20.3.0.tar.gz", hash = "sha256:832aa3cde19744e49938b91fea06d69ecb9e649c93ba974535d08ad92164f700"},
 ]
 babel = [
-    {file = "Babel-2.8.0-py2.py3-none-any.whl", hash = "sha256:d670ea0b10f8b723672d3a6abeb87b565b244da220d76b4dba1b66269ec152d4"},
-    {file = "Babel-2.8.0.tar.gz", hash = "sha256:1aac2ae2d0d8ea368fa90906567f5c08463d98ade155c0c4bfedd6a0f7160e38"},
+    {file = "Babel-2.9.0-py2.py3-none-any.whl", hash = "sha256:9d35c22fcc79893c3ecc85ac4a56cde1ecf3f19c540bba0922308a6c06ca6fa5"},
+    {file = "Babel-2.9.0.tar.gz", hash = "sha256:da031ab54472314f210b0adcff1588ee5d1d1d0ba4dbd07b94dba82bde791e05"},
 ]
 backcall = [
    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
@ -827,12 +826,12 @@ black = [
    {file = "black-20.8b1.tar.gz", hash = "sha256:1c02557aa099101b9d21496f8a914e9ed2222ef70336404eeeac8edba836fbea"},
 ]
 certifi = [
-    {file = "certifi-2020.6.20-py2.py3-none-any.whl", hash = "sha256:8fc0819f1f30ba15bdb34cceffb9ef04d99f420f68eb75d901e9560b8749fc41"},
-    {file = "certifi-2020.6.20.tar.gz", hash = "sha256:5930595817496dd21bb8dc35dad090f1c2cd0adfaf21204bf6732ca5d8ee34d3"},
+    {file = "certifi-2020.12.5-py2.py3-none-any.whl", hash = "sha256:719a74fb9e33b9bd44cc7f3a8d94bc35e4049deebe19ba7d8e108280cfd59830"},
+    {file = "certifi-2020.12.5.tar.gz", hash = "sha256:1a4995114262bffbc2413b159f2a1a480c969de6e6eb13ee966d470af86af59c"},
 ]
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@ -1183,8 +1198,8 @@ typing-extensions = [
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--- a/pyproject.toml
+++ b/pyproject.toml
@ -1,6 +1,6 @@
 [tool.poetry]
 name = "csv-metadata-quality"
-version = "0.4.2"
+version = "0.4.3"
 description="A simple, but opinionated CSV quality checking and fixing pipeline for CSVs in the DSpace ecosystem."
 authors = ["Alan Orth <alan.orth@gmail.com>"]
 license="GPL-3.0-only"
--- a/pytest.ini
+++ b/pytest.ini
@ -1,5 +1,5 @@
 [pytest]
-addopts= -rsxX -s -v --strict --capture=sys
+addopts= -rsxX -s -v --strict-markers --capture=sys
 filterwarnings =
    error::UserWarning
    ignore:.*U.* is deprecated:DeprecationWarning
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@ -3,14 +3,14 @@ agate-dbf==0.2.2
 agate-excel==0.2.3
 agate-sql==0.5.5
 appdirs==1.4.4
-appnope==0.1.0; 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"
-attrs==20.2.0
-babel==2.8.0
+attrs==20.3.0
+babel==2.9.0
 backcall==0.2.0; python_version >= "3.7" and python_version < "4.0"
 black==20.8b1
-certifi==2020.6.20
-chardet==3.0.4
+certifi==2020.12.5
+chardet==4.0.0
 click==7.1.2
 colorama==0.4.4; python_version >= "3.7" and python_version < "4.0" and sys_platform == "win32" or sys_platform == "win32"
 csvkit==1.0.5
@ -23,49 +23,49 @@ iniconfig==1.1.1
 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"
 isodate==0.6.0
-isort==5.6.4
+isort==5.7.0
 jdcal==1.4.1
-jedi==0.17.2; 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
 leather==0.3.3
 mccabe==0.6.1
 mypy-extensions==0.4.3
-numpy==1.19.4
-openpyxl==3.0.5
-packaging==20.4
-pandas==1.1.4
+numpy==1.19.5
+openpyxl==3.0.6
+packaging==20.8
+pandas==1.2.1
 parsedatetime==2.6
-parso==0.7.1; python_version >= "3.7" and python_version < "4.0"
-pathspec==0.8.0
+parso==0.8.1; python_version >= "3.7" and python_version < "4.0"
+pathspec==0.8.1
 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==3.0.8; python_version >= "3.7" and python_version < "4.0"
-ptyprocess==0.6.0; python_version >= "3.7" and python_version < "4.0" and sys_platform != "win32"
-py==1.9.0
+prompt-toolkit==3.0.14; python_version >= "3.7" and python_version < "4.0"
+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
 pycountry==19.8.18
 pyflakes==2.2.0
-pygments==2.7.2; 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
-pytest==6.1.2
+pytest==6.2.2
 pytest-clarity==0.3.0a0
 python-dateutil==2.8.1
 python-slugify==4.0.1
-python-stdnum==1.14
+python-stdnum==1.15
 pytimeparse==1.1.8
-pytz==2020.4
-regex==2020.10.28
-requests==2.24.0
+pytz==2020.5
+regex==2020.11.13
+requests==2.25.1
 requests-cache==0.5.2
 six==1.15.0
-sqlalchemy==1.3.20
+sqlalchemy==1.3.22
 termcolor==1.1.0
 text-unidecode==1.3
 toml==0.10.2
 traitlets==5.0.5; python_version >= "3.7" and python_version < "4.0"
-typed-ast==1.4.1
+typed-ast==1.4.2
 typing-extensions==3.7.4.3
-urllib3==1.25.11
+urllib3==1.26.2
 wcwidth==0.2.5; python_version >= "3.7" and python_version < "4.0"
 xlrd==1.2.0
--- a/requirements.txt
+++ b/requirements.txt
@ -1,15 +1,15 @@
-certifi==2020.6.20
-chardet==3.0.4
+certifi==2020.12.5
+chardet==4.0.0
 idna==2.10
 langid==1.1.6
-numpy==1.19.4
-pandas==1.1.4
+numpy==1.19.5
+pandas==1.2.1
 pycountry==19.8.18
 python-dateutil==2.8.1
-python-stdnum==1.14
-pytz==2020.4
-requests==2.24.0
+python-stdnum==1.15
+pytz==2020.5
+requests==2.25.1
 requests-cache==0.5.2
 six==1.15.0
-urllib3==1.25.11
+urllib3==1.26.2
 xlrd==1.2.0
--- a/setup.py
+++ b/setup.py
@ -14,7 +14,7 @@ install_requires = [

 setuptools.setup(
    name="csv-metadata-quality",
-    version="0.4.2",
+    version="0.4.3",
    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.",
@ -23,7 +23,6 @@ setuptools.setup(
    long_description_content_type="text/markdown",
    url="https://github.com/alanorth/csv-metadata-quality",
    classifiers=[
-        "Programming Language :: Python :: 3.6",
        "Programming Language :: Python :: 3.7",
        "Programming Language :: Python :: 3.8",
        "Programming Language :: Python :: 3.9",
--- a/tests/test_check.py
+++ b/tests/test_check.py
@ -59,6 +59,21 @@ def test_check_invalid_separators(capsys):
    assert captured.out == f"Invalid multi-value separator ({field_name}): {value}\n"


+def test_check_unnecessary_separators(capsys):
+    """Test checking unnecessary multi-value separators."""
+
+    field = "Alan||Orth||"
+
+    field_name = "dc.contributor.author"
+
+    check.separators(field, field_name)
+
+    captured = capsys.readouterr()
+    assert (
+        captured.out == f"Unnecessary multi-value separator ({field_name}): {field}\n"
+    )
+
+
 def test_check_valid_separators():
    """Test checking valid multi-value separators."""

--- a/tests/test_fix.py
+++ b/tests/test_fix.py
@ -41,6 +41,16 @@ def test_fix_invalid_separators():
    assert fix.separators(value, field_name) == "Alan||Orth"


+def test_fix_unnecessary_separators():
+    """Test fixing unnecessary multi-value separators."""
+
+    field = "Alan||Orth||"
+
+    field_name = "dc.contributor.author"
+
+    assert fix.separators(field, field_name) == "Alan||Orth"
+
+
 def test_fix_unnecessary_unicode():
    """Test fixing unnecessary Unicode."""
Author	SHA1	Message	Date
Alan Orth	cbf94490f2	Version 0.4.3	2021-01-26 15:22:40 +02:00
Alan Orth	f3d0d5ef07	setup.py: Remove Python 3.6 I actually removed Python 3.6 support a few weeks ago after updating to Pandas 1.2.0, but forgot to update this.	2021-01-26 15:22:08 +02:00
Alan Orth	4b7b99c94c	CHANGELOG.md: Add note about multi-value separators	2021-01-26 15:20:22 +02:00
Alan Orth	df670e81b9	README.md: Use badge from my Drone CI All checks were successful continuous-integration/drone/push Build is passing Details I'm not using SourceHut anymore.	2021-01-26 14:38:50 +02:00
Alan Orth	ae357d8c6c	Revert "Update requirements" This reverts commit `ca80340f7a`. Nope, we still need the --without-hashes because this still fails on Python 3.7, but not 3.8 or 3.9. From looking around it seems that nobody can agree whether poetry should handle this, pip should handle it, or upstream projects should pin their dependencies.	2021-01-26 14:15:31 +02:00
Alan Orth	ca80340f7a	Update requirements Some checks failed continuous-integration/drone/push Build is failing Details Generated with poetry export: $ poetry export -f requirements.txt > requirements.txt $ poetry export --dev -f requirements.txt > requirements-dev.txt Trying to see if we no longer need --without-hashes since we don't support Python 3.6 anymore.	2021-01-26 11:46:05 +02:00
Alan Orth	cc1743b86d	Remove .build.yml I will just use GitHub Actions and Drone.	2021-01-26 11:41:30 +02:00
Alan Orth	bcb9885c6b	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 on Python 3.6 in Travis: ERROR: In --require-hashes mode, all requirements must have their versions pinned with ==.	2021-01-26 10:36:48 +02:00
Alan Orth	b484b75178	poetry.lock: Run poetry update	2021-01-26 10:36:04 +02:00
Alan Orth	d3880a9dfa	Remove Python 3.6 support All checks were successful continuous-integration/drone/push Build is passing Details Pandas 1.2.0 apparently requires Python 3.7.1+.	2021-01-03 15:51:53 +02:00
Alan Orth	7edb8b19d7	tests/test_check.py: Reformat with black	2021-01-03 15:50:21 +02:00
Alan Orth	a6709c7f82	Update requirements Some checks failed continuous-integration/drone/push Build is failing Details 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 on Python 3.6 in Travis: ERROR: In --require-hashes mode, all requirements must have their versions pinned with ==.	2021-01-03 15:42:00 +02:00
Alan Orth	d489ea4609	poetry.lock: Run poetry update	2021-01-03 15:41:08 +02:00
Alan Orth	96634cbb67	pytest.ini: Change --strict to --strict-markers This is deprecated since pytest 6.2.0. See: https://docs.pytest.org/en/stable/deprecations.html#the-strict-command-line-option	2021-01-03 15:40:14 +02:00
Alan Orth	29e67a0887	Add tests for unnecessary multi-value separators	2021-01-03 15:37:18 +02:00
Alan Orth	32cea2055f	data/test.csv: Add unnecessary multi-value separator	2021-01-03 15:33:04 +02:00
Alan Orth	0dc66c5c4e	Expand check/fix for multi-value separators I just came across some metadata that had unnecessary multi-value separators at the end of a field, causing a blank value to be used. For example: "Kenya\|\|Tanzania\|\|"	2021-01-03 15:30:03 +02:00