https://github.com/cta-observatory/cta-lstchain

LST prototype testbench chain

Science Score: 59.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
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.zenodo.json file
Found .zenodo.json file
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DOI references
Found 5 DOI reference(s) in README
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Academic publication links
Links to: zenodo.org
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Committers with academic emails
13 of 37 committers (35.1%) from academic institutions
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (14.5%) to scientific vocabulary

Keywords from Contributors

astropy astronomy cta ctapipe lst-1 lstchain slurm particle agn blazar

Last synced: 6 months ago · JSON representation

Repository

LST prototype testbench chain

Basic Info

Host: GitHub
Owner: cta-observatory
License: bsd-3-clause
Language: Jupyter Notebook
Default Branch: main
Homepage: https://cta-observatory.github.io/cta-lstchain/
Size: 126 MB

Statistics

Stars: 28
Watchers: 30
Forks: 78
Open Issues: 121
Releases: 72

Created almost 8 years ago · Last pushed 6 months ago

Metadata Files

Readme License

cta-lstchain

Repository for the low-level analysis of the LST up to DL3 level. The analysis is heavily based on ctapipe, adding custom code for mono reconstruction. Higher-level analysis starting from DL3 can be performed with Gammapy.

Source code: https://github.com/cta-observatory/cta-lstchain
Documentation: https://cta-observatory.github.io/cta-lstchain/

Note that notebooks are currently not tested and not guaranteed to be up-to-date.
In doubt, refer to tested code and scripts: basic functions of lstchain (reduction steps R0-->DL1, DL1-->DL2 and DL2-->DL3) are unit-tested and should be working as long as the build status is passing.

Install

You will need to install mamba/miniforge (recommended) or miniconda first.

As user

You can create an environment and install lstchain from conda-forge as: mamba create -c conda-forge -n lstchain-v0.10.7 python=3.11 lstchain=0.10.7

Alternatively, you can also install lstchain from PyPi with pip: LSTCHAIN_VER=0.10.7 (or the version you want to install - usually the latest release) wget https://raw.githubusercontent.com/cta-observatory/cta-lstchain/v$LSTCHAIN_VER/environment.yml conda env create -n lst -f environment.yml conda activate lst pip install lstchain==$LSTCHAIN_VER rm environment.yml

As developer

Create and activate the conda environment: git clone https://github.com/cta-observatory/cta-lstchain.git cd cta-lstchain conda env create -f environment.yml conda activate lst-dev

Note: To prevent packages you installed with pip install --user from taking precedence over the conda environment, run: conda env config vars set PYTHONNOUSERSITE=1 -n <environment_name>

To update the environment (e.g. when dependencies got updated), use: conda env update -n lst-dev -f environment.yml

Install lstchain in developer mode:

pip install -e .

To run some of the tests, some non-public test data files are needed. These tests will not be run locally if the test data is not available, but are always run in the CI.

To download the test files locally, run ./download_test_data.sh. It will ask for username and password and requires wget to be installed. Ask one of the project maintainers for the credentials. If you are a member of the LST collaboration you can also obtain them here:

https://ctaoobservatory.sharepoint.com/:i:/r/sites/ctan-onsite-it/Shared%20Documents/General/information_2.jpg?csf=1&web=1&e=suUkV6

To run the tests that need those private data files, add -m private_data to the pytest call, e.g.:

pytest -m private_data -v lstchain

To run all tests, run pytest -m 'private_data or not private_data' -v lstchain

Contributing

All contributions are welcomed.

Guidelines are the same as ctapipe's ones. See here for the general guidelines on how to make a pull request to contribute to the repository. Since the addition of the private data, the CI tests for Pull Requests from forks are not working, therefore we would like to ask you to push your modified branches directly to the main cta-lstchain repo. If you do not have writing permissions in the repo, please contact one of the main developers.

Report issue / Ask a question

Use GitHub Issues.

Cite

If you use lstchain in a publication, please cite the exact version you used from Zenodo Cite as, see https://doi.org/10.5281/zenodo.6344673

Please also cite the following proceedings by adding the bibtex entry:

@inproceedings{lstchain_adass_2020, author = "L\'opez-Coto, Rub\'en and others", collaboration = "CTA, LST Project", title = "{lstchain: An Analysis Pipeline for LST-1, the First Prototype Large-Sized Telescope of CTA}", journal = "ASP Conf. Ser.", volume = "532", pages = "357", year = "2022" }

Owner

Name: Cherenkov Telescope Array Consortium
Login: cta-observatory
Kind: organization

Website: www.cta-observatory.org
Repositories: 54
Profile: https://github.com/cta-observatory

open-source software for the CTA Consortium.

GitHub Events

Total

Fork event: 1
Create event: 48
Commit comment event: 3
Release event: 7
Issues event: 32
Watch event: 4
Delete event: 46
Member event: 3
Issue comment event: 238
Push event: 309
Pull request review comment event: 90
Pull request event: 81
Pull request review event: 146

Last Year

Fork event: 1
Create event: 48
Commit comment event: 3
Release event: 7
Issues event: 32
Watch event: 4
Delete event: 46
Member event: 3
Issue comment event: 238
Push event: 309
Pull request review comment event: 90
Pull request event: 81
Pull request review event: 146

Committers

Last synced: over 2 years ago

All Time

Total Commits: 3,862
Total Committers: 37
Avg Commits per committer: 104.378
Development Distribution Score (DDS): 0.807

Past Year

Commits: 394
Committers: 15
Avg Commits per committer: 26.267
Development Distribution Score (DDS): 0.82

Top Committers

Name	Email	Commits
Thomas Vuillaume	t**e@l**r	746
Abelardo Moralejo Olaizola	m**o@i**s	579
Ruben Lopez Coto	r**o@g**m	507
Franca Cassol	c**l@c**r	414
Maximilian Nöthe	m**e@t**e	327
Chaitanya Priyadarshi	c**i@i**s	258
Seiya Nozaki	n**1@g**m	198
Daniel Morcuende	d**n@u**s	184
Mab Bernardos	m**s@g**m	129
Paweł Gliwny	p**y@g**m	125
Gabriel Emery	g**y@c**h	111
Maximilian Linhoff	m**f@t**e	63
Jose Enrique Ruiz	j**r@i**s	40
Enrique Garcia	g**a@l**r	26
Luca Foffano	l**o@c**h	24
Mykhailo Dalchenko	m**o@c**h	20
Lab Saha	l**a@u**s	13
Yves Renier	y**r@u**h	11
Dominik Neise	n**d@p**h	10
Lukas Nickel	l**l@t**e	10
Mikael Jacquemont	m**t@l**r	10
Daniel Morcuende	d**e@i**s	9
Jouvin	l**n@a**r	6
Thomas Gasparetto	t**o@t**t	6
Julian Sitarek	j**k@u**l	5
Roberta Pillera	r**a@g**m	5
Cyril Alispach	c**h@g**m	5
Franca Cassol	f**l@c**g	4
Yukiho Kobayashi	y**k@i**p	4
Andres Baquero	o**o@u**s	3
and 7 more...

Committer Domains (Top 20 + Academic)

icrr.u-tokyo.ac.jp: 3 cern.ch: 3 ucm.es: 3 tu-dortmund.de: 3 lapp.in2p3.fr: 3 iaa.es: 2 ifae.es: 2 fqa.ub.edu: 1 icrhome02.icrr.u-tokyo.ac.jp: 1 cp01.ctan.cta-observatory.org: 1 uni.lodz.pl: 1 ts.infn.it: 1 apc.in2p3.fr: 1 phys.ethz.ch: 1 unige.ch: 1 cppm.in2p3.fr: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 118
Total pull requests: 378
Average time to close issues: 4 months
Average time to close pull requests: 2 months
Total issue authors: 29
Total pull request authors: 24
Average comments per issue: 3.02
Average comments per pull request: 3.33
Merged pull requests: 297
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 34
Pull requests: 107
Average time to close issues: 16 days
Average time to close pull requests: 11 days
Issue authors: 12
Pull request authors: 10
Average comments per issue: 2.47
Average comments per pull request: 3.31
Merged pull requests: 79
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

morcuended (31)
moralejo (14)
vuillaut (13)
maxnoe (8)
gabemery (7)
SeiyaNozaki (7)
chaimain (4)
rlopezcoto (4)
LukasNickel (4)
mdebony (3)
katagirihide (2)
marialainez (2)
mireianievas (2)
FrancaCassol (2)
BastienLacave (1)

Pull Request Authors

moralejo (113)
morcuended (52)
maxnoe (37)
vuillaut (33)
FrancaCassol (25)
SeiyaNozaki (23)
gabemery (22)
chaimain (19)
rlopezcoto (14)
mdebony (6)
Bultako (5)
aaguasca (4)
Hckjs (4)
Mitsunari-Takahashi (3)
deborahDOR (3)

Top Labels

Issue Labels

bug (6) enhancement (5) good first issue (2) help wanted (2) question (1) duplicate (1) invalid (1)

Pull Request Labels

ready for review (13) bug (8) enhancement (4) maintenance (3) question (1) help wanted (1) workinprogress (1)

Packages

Total packages: 1
Total downloads:
- pypi 2,750 last-month

Total dependent packages: 4
Total dependent repositories: 5
Total versions: 61
Total maintainers: 3

pypi.org: lstchain

Analysis chain for the CTA-LST prototype

Homepage: https://github.com/cta-observatory/cta-lstchain
Documentation: https://lstchain.readthedocs.io/
License: MIT
Latest release: 0.11.3
published 7 months ago

Versions: 61
Dependent Packages: 4
Dependent Repositories: 5
Downloads: 2,750 Last month

Rankings

Dependent packages count: 2.4%

Forks count: 5.0%

Dependent repos count: 6.6%

Average: 7.1%

Downloads: 8.5%

Stargazers count: 12.9%

Maintainers (3)

cta-observatory maxnoe rlopezcoto

Last synced: 6 months ago

Dependencies

setup.py pypi

astropy *
bokeh *
ctapipe *
ctapipe_io_lst *
ctaplot *
eventio >=1.5.1,<2.0.0a0
gammapy *
h5py *
jinja2 *
joblib *
matplotlib *
numba *
numpy <1.22.0a0
pandas *
protobuf *
pyirf *
pymongo *
pyparsing *
scikit-learn *
scipy *
seaborn *
setuptools_scm *
tables *
toml *

.github/workflows/ci.yml actions

JamesIves/github-pages-deploy-action 3.7.1 composite
actions/checkout v3 composite
actions/setup-python v4 composite
codecov/codecov-action v1 composite
mamba-org/provision-with-micromamba v14 composite

.github/workflows/deploy.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite
pypa/gh-action-pypi-publish master composite

.github/workflows/release_drafter.yml actions

release-drafter/release-drafter v5 composite

pyproject.toml pypi

environment.yml pypi

https://github.com/cta-observatory/cta-lstchain

Science Score: 59.0%

Keywords from Contributors

Repository

Basic Info

Statistics

Metadata Files

README.md

cta-lstchain

Install

As user

As developer

Contributing

Report issue / Ask a question

Cite

Owner

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

pypi.org: lstchain

Rankings

Maintainers (3)

Dependencies