Kausal Paths

A tool for predicting the future emissions of cities based on historical emission data and various climate actions.
https://github.com/kausaltech/kausal-paths

Category: Emissions
Sub Category: Emission Observation and Modeling

Last synced: about 12 hours ago
JSON representation

Repository metadata

Kausal Paths to predict how the emissions of cities develop

Host: GitHub
URL: https://github.com/kausaltech/kausal-paths
Owner: kausaltech
License: agpl-3.0
Created: 2021-04-13T13:35:29.000Z (about 4 years ago)
Default Branch: main
Last Pushed: 2025-04-25T06:44:28.000Z (3 days ago)
Last Synced: 2025-04-25T07:28:35.711Z (3 days ago)
Language: Python
Size: 5.33 MB
Stars: 7
Watchers: 5
Forks: 7
Open Issues: 10
Releases: 0
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md

Kausal Paths

Kausal Paths is a tool for predicting the future emissions of cities based on historical emission data and various climate actions. Users can compare how emissions develop in different scenarios. Data is provided using a GraphQL API.

Installation

Development

In the project root directory, create and activate a Python virtual environment:

python3 -m venv venv
source venv/bin/activate

Install the required Python packages:

pip install -r requirements.txt

Note for macOS users: If you run into issues installing python-snappy, install it separately first
brew install snappy
CPPFLAGS="-I/opt/homebrew/include -L/opt/homebrew/lib" pip install python-snappy

Create a file called local_settings.py in your repository root with the following contents:

from paths.settings import BASE_DIR

DEBUG = True

DATABASES = {
    'default': {
        'ENGINE': 'django.db.backends.postgresql',
        'NAME': 'paths',
        'ATOMIC_REQUESTS': True,
    }
}

Run migrations:

python manage.py migrate

Create a superuser:

You might need the following translations during the createsuperuser operation: käyttäjätunnus = username, sähköpostiosoite = e-mail

python manage.py createsuperuser

Compile the translation files:

python manage.py compilemessages

You can now run the backend:

python manage.py runserver

The GraphQL API is now available at http://127.0.0.1:8000/v1/graphql/.

Owner metadata

Name: Kausal Tech
Login: kausaltech
Email: [email protected]
Kind: organization
Description: We help cities bridge the gap between climate goals and actions.
Website: https://kausal.tech
Location: Helsinki
Twitter: kausaltech
Company:
Icon url: https://avatars.githubusercontent.com/u/61085507?v=4
Repositories: 23
Last ynced at: 2024-04-24T05:56:58.098Z
Profile URL: https://github.com/kausaltech

GitHub Events

Total

Watch event: 1
Delete event: 55
Issue comment event: 49
Push event: 794
Pull request review comment event: 22
Pull request review event: 58
Pull request event: 118
Fork event: 2
Create event: 75
Commit comment event: 1

Last Year

Watch event: 1
Delete event: 55
Issue comment event: 49
Push event: 794
Pull request review comment event: 22
Pull request review event: 58
Pull request event: 118
Fork event: 2
Create event: 75
Commit comment event: 1

Committers metadata

Last synced: 8 days ago

Total Commits: 2,458
Total Committers: 13
Avg Commits per committer: 189.077
Development Distribution Score (DDS): 0.6

Commits in past year: 1,041
Committers in past year: 10
Avg Commits per committer in past year: 104.1
Development Distribution Score (DDS) in past year: 0.636

Name	Email	Commits
Jouni Tuomisto	j**o@k**h	984
Juha Yrjölä	j**a@i**i	787
Michael Mechenich	m**h@g**m	277
Bernhard Bliem	b**d@b**z	170
Timo Tuominen	t**n@g**m	105
Matias Wargelin	m**n@k**h	86
Jan-Erik S.	6****u	23
Joe Smallwood	j**d@k**h	10
Tero Tikkanen	t**n@g**m	6
philippestolz	1****z	4
adinhodovic	h**n@g**m	3
DeepL	n**l@w**g	2
Lilia Sviridova	s**a@g**m	1

Committer domains:

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 16
Total pull requests: 208
Average time to close issues: about 1 month
Average time to close pull requests: about 1 month
Total issue authors: 2
Total pull request authors: 11
Average comments per issue: 0.0
Average comments per pull request: 0.55
Merged pull request: 164
Bot issues: 0
Bot pull requests: 0

Past year issues: 0
Past year pull requests: 135
Past year average time to close issues: N/A
Past year average time to close pull requests: 22 days
Past year issue authors: 0
Past year pull request authors: 9
Past year average comments per issue: 0
Past year average comments per pull request: 0.63
Past year merged pull request: 107
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/kausaltech/kausal-paths

Top Issue Authors

juyrjola (10)
terotik (6)

Top Pull Request Authors

jtuomist (70)
MWargelin (29)
Bhavatu (21)
woodwoerk (19)
tituomin (19)
mechenich (18)
bbliem (13)
rominf (12)
terotik (3)
lilia1891 (3)
ibrahim-string (1)

Top Issue Labels

release (3)

Top Pull Request Labels

enhancement (3)

Dependencies

requirements-dev.in pypi

autopep8 * development
django-stubs * development
flake8 * development
graphene-stubs * development
ipython * development
mypy * development
pandas-stubs * development
pip-tools * development
pylint * development
pylint-django * development
types-orjson * development

requirements-dev.txt pypi

asgiref ==3.5.1 development
astroid ==2.11.4 development
asttokens ==2.0.5 development
autopep8 ==1.6.0 development
backcall ==0.2.0 development
click ==8.1.3 development
decorator ==5.1.1 development
dill ==0.3.4 development
django ==3.2.13 development
django-stubs ==1.10.1 development
django-stubs-ext ==0.4.0 development
executing ==0.8.3 development
flake8 ==4.0.1 development
graphene-stubs ==0.15 development
ipython ==8.3.0 development
isort ==5.10.1 development
jedi ==0.18.1 development
lazy-object-proxy ==1.7.1 development
matplotlib-inline ==0.1.3 development
mccabe ==0.6.1 development
mypy ==0.942 development
mypy-extensions ==0.4.3 development
pandas-stubs ==1.2.0.58 development
parso ==0.8.3 development
pep517 ==0.12.0 development
pexpect ==4.8.0 development
pickleshare ==0.7.5 development
pip-tools ==6.6.0 development
platformdirs ==2.5.2 development
prompt-toolkit ==3.0.29 development
ptyprocess ==0.7.0 development
pure-eval ==0.2.2 development
pycodestyle ==2.8.0 development
pyflakes ==2.4.0 development
pygments ==2.12.0 development
pylint ==2.13.8 development
pylint-django ==2.5.3 development
pylint-plugin-utils ==0.7 development
pytz ==2022.1 development
six ==1.16.0 development
sqlparse ==0.4.2 development
stack-data ==0.2.0 development
toml ==0.10.2 development
tomli ==2.0.1 development
traitlets ==5.1.1 development
types-orjson ==3.6.2 development
types-pytz ==2021.3.7 development
types-pyyaml ==6.0.7 development
typing-extensions ==4.2.0 development
wcwidth ==0.2.5 development
wheel ==0.37.1 development
wrapt ==1.14.1 development

requirements-kausal.txt pypi

kausal_paths_extensions ==0.4.1

requirements-prod.in pypi

uwsgi *

requirements-prod.txt pypi

uwsgi ==2.0.19.1

requirements.in pypi

Babel *
colored *
django *
django-cors-headers *
django-environ *
django-extensions *
django-modeltrans *
djangorestframework *
dvc-pandas *
factory-boy *
graphene-django *
graphene-django-optimizer *
ipython *
numba *
orjson *
pandas *
pint *
pint-pandas *
psycopg2-binary *
pygments-graphql *
pytest-django *
pytest-factoryboy *
python-dotenv *
redis *
rich *
ruamel.yaml *
scipy *
sentry_sdk *
wagtail <2.16
wagtail-grapple *
wagtail-localize *
wagtailfontawesome *

requirements.txt pypi

173 dependencies

.github/workflows/ci.yaml actions

actions/checkout v2 composite
docker/login-action v1 composite

docker/app/Dockerfile docker

ubuntu 22.04 build

docker/db/Dockerfile docker

postgres 13 build

docker-compose.yml docker

${APP_IMAGE-kausal-paths} latest
${DB_IMAGE-kausal-paths-postgres} latest
${REDIS_IMAGE-redis 6.0-alpine}

requirements-notebook.in pypi

jupyterlab *
jupyterlab-lsp *
python-lsp-server *
seaborn *

requirements-notebook.txt pypi

101 dependencies

Score: 5.398162701517753

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Sustainable Technology

Kausal Paths

Repository metadata

README.md

Kausal Paths

Installation

Development

Owner metadata

GitHub Events

Total

Last Year

Committers metadata

Committer domains:

Issue and Pull Request metadata

Top Issue Authors

Top Pull Request Authors

Top Issue Labels

Top Pull Request Labels

Dependencies