paidiverpy
Create pipelines for preprocessing image data for biodiversity analysis.
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
-
○Academic publication links
-
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (14.9%) to scientific vocabulary
Repository
Create pipelines for preprocessing image data for biodiversity analysis.
Basic Info
Statistics
- Stars: 8
- Watchers: 2
- Forks: 0
- Open Issues: 36
- Releases: 6
Metadata Files
README.dev.md
paidiverpy developer documentation
If you're looking for user documentation, go here.
Development install
- Clone the repository:
```bash # ssh git clone git@github.com:paidiver/paidiverpy.git
# https # git clone https://github.com/paidiver/paidiverpy.git
cd paidiverpy ```
- Create env and install package
Using
conda(recommended): ```bash conda initCommand to restart the terminal. This command may not be necessary if conda init has already been successfully run before
exec bash
conda env create -f environment.yml conda activate Paidiverpy
(from the project root directory)
install paidiverpy as an editable package
pip install --no-cache-dir --editable .
install development dependencies
pip install --no-cache-dir --editable .[dev]
install documentation dependencies only
pip install --no-cache-dir --editable .[docs] ```
Using
venv: ```bashCreate a virtual environment, e.g. with
python -m venv env
activate virtual environment
source env/bin/activate
make sure to have a recent version of pip and setuptools
python -m pip install --upgrade pip setuptools
(from the project root directory)
install paidiverpy as an editable package
python -m pip install --no-cache-dir --editable .
install development dependencies
python -m pip install --no-cache-dir --editable .[dev]
install documentation dependencies only
python -m pip install --no-cache-dir --editable .[docs] ```
Afterwards check that the install directory is present in the PATH environment variable.
Running the tests
bash
pytest -v
Test coverage
In addition to just running the tests to see if they pass, they can be used for coverage statistics, i.e. to determine how much of the package's code is actually executed during tests. In an activated virtual environment with the development tools installed, inside the package directory, run:
shell
coverage run
This runs tests and stores the result in a .coverage file.
To see the results on the command line, run
shell
coverage report
coverage can also generate output in HTML and other formats; see coverage help for more information.## Running linters locally
Lint
For linting and sorting imports we will use ruff. Running the linters requires an activated virtual environment with the development tools installed.
```shell
linter
ruff check .
linter with automatic fixing
ruff check . --fix ```
To fix readability of your code style you can use yapf.You can enable automatic linting with ruff on commit by enabling the git hook from .githooks/pre-commit, like so:
shell
git config --local core.hooksPath .githooks
Generating the API docs
shell
cd docs
make html
The documentation will be in docs/_build/html
If you do not have make use
shell
sphinx-build -b html docs docs/_build/html
To find undocumented Python objects run
shell
cd docs
make coverage
cat _build/coverage/python.txt
Versioning
Bumping the version across all files is done with bump-my-version, e.g.
shell
bump-my-version bump major # bumps from e.g. 0.3.2 to 1.0.0
bump-my-version bump minor # bumps from e.g. 0.3.2 to 0.4.0
bump-my-version bump patch # bumps from e.g. 0.3.2 to 0.3.3
Making a release
This section describes how to make a release in 3 parts:
- preparation
- making a release on PyPI
- making a release on GitHub
(1/3) Preparation
- Update the
(don't forget to update links at bottom of page). - Verify that the information in
CITATION.cffis correct. - Make sure the version has been updated.
- Run the unit tests with
pytest -v
(2/3) PyPI
In a new terminal:
```shell
OPTIONAL: prepare a new directory with fresh git clone to ensure the release
has the state of origin/main branch
cd $(mktemp -d paidiverpy.XXXXXX) git clone git@github.com:paidiver/paidiverpy .
make sure to have a recent version of pip and the publishing dependencies
python -m pip install --upgrade pip python -m pip install .[publishing]
create the source distribution and the wheel
python -m build
upload to test pypi instance (requires credentials)
python -m twine upload --repository testpypi dist/* ```
Visit https://test.pypi.org/project/paidiverpy and verify that your package was uploaded successfully. Keep the terminal open, we'll need it later.
In a new terminal, without an activated virtual environment or an env directory:
```shell cd $(mktemp -d paidiverpy-test.XXXXXX)
prepare a clean virtual environment and activate it
python -m venv env source env/bin/activate
make sure to have a recent version of pip and setuptools
python -m pip install --upgrade pip
install from test pypi instance:
python -m pip -v install --no-cache-dir \ --index-url https://test.pypi.org/simple/ \ --extra-index-url https://pypi.org/simple paidiverpy ```
Check that the package works as it should when installed from pypitest.
Then upload to pypi.org with:
```shell
Back to the first terminal,
FINAL STEP: upload to PyPI (requires credentials)
python -m twine upload dist/* ```
(3/3) GitHub
Don't forget to also make a release on GitHub.GitHub-Zenodo integration will also trigger Zenodo into making a snapshot of your repository and sticking a DOI on it.
Owner
- Name: paidiver
- Login: paidiver
- Kind: organization
- Repositories: 1
- Profile: https://github.com/paidiver
Citation (CITATION.cff)
cff-version: "1.2.0"
title: "paidiverpy"
authors:
- family-names: Ferreira
given-names: Tobias
orcid: "https://orcid.org/0000-0002-0888-9751"
- family-names: Masoudi
given-names: Mojtaba
orcid: "https://orcid.org/0000-0002-0007-0362"
- family-names: Loïc
given-names: Audenhaege
name-particle: Van
orcid: "https://orcid.org/0000-0003-3973-029X"
- family-names: Orenstein
given-names: Erik
orcid: "https://orcid.org/0000-0002-9822-6774"
- family-names: Sauze
given-names: Colin
orcid: "https://orcid.org/0000-0001-5368-9217"
- family-names: Durden
given-names: Jennifer
orcid: "https://orcid.org/0000-0002-6529-9109"
date-released: 2025-01-14
version: "0.1.4"
doi: 10.0000/FIXME
url: "https://github.com/paidiver/paidiverpy"
keywords:
- "image processing"
- "machine learning"
message: "If you use this software, please cite it using these metadata."
GitHub Events
Total
- Create event: 41
- Release event: 6
- Issues event: 207
- Watch event: 7
- Delete event: 34
- Issue comment event: 70
- Push event: 245
- Pull request review event: 1
- Pull request review comment event: 2
- Pull request event: 61
Last Year
- Create event: 41
- Release event: 6
- Issues event: 207
- Watch event: 7
- Delete event: 34
- Issue comment event: 70
- Push event: 245
- Pull request review event: 1
- Pull request review comment event: 2
- Pull request event: 61
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 111
- Total pull requests: 24
- Average time to close issues: about 2 months
- Average time to close pull requests: about 13 hours
- Total issue authors: 6
- Total pull request authors: 2
- Average comments per issue: 0.14
- Average comments per pull request: 0.29
- Merged pull requests: 17
- Bot issues: 59
- Bot pull requests: 0
Past Year
- Issues: 101
- Pull requests: 24
- Average time to close issues: 18 days
- Average time to close pull requests: about 13 hours
- Issue authors: 6
- Pull request authors: 2
- Average comments per issue: 0.06
- Average comments per pull request: 0.29
- Merged pull requests: 17
- Bot issues: 59
- Bot pull requests: 0
Top Authors
Issue Authors
- github-actions[bot] (63)
- soutobias (59)
- Mojtabamsd (3)
- eor314 (2)
- jdconey (1)
- colinsauze (1)
Pull Request Authors
- soutobias (31)
- Mojtabamsd (4)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- pypi 68 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 7
- Total maintainers: 1
pypi.org: paidiverpy
A library to preprocess image data.
- Documentation: https://paidiverpy.readthedocs.io/
- License: Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. "License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. "Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. "Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. "You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License. "Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files. "Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types. "Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below). "Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof. "Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution." "Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work. 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form. 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed. 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions: (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and (b) You must cause any modified files to carry prominent notices stating that You changed the files; and (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and (d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License. You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License. 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions. 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file. 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License. 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages. 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS APPENDIX: How to apply the Apache License to your work. To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets "{}" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same "printed page" as the copyright notice for easier identification within third-party archives. Copyright 2024 Tobias Ferreira Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
-
Latest release: 0.1.4
published 9 months ago