https://github.com/cta-observatory/ctapipe - v0.26.0 – 2025-06-06

Summary

See the changelog in the documentation for a high-level description of what has changed and find the list of merged pull requests below.

Contributors

@TjarkMiener, @burmist-git, @kosack, @maxnoe and Tjark.Miener

What has changed since v0.25.1

Pull-requests containing changes of multiple nature are repeated.

Add option single_ob to HDF5Merger for merging chunks of the same ob (#2436) @maxnoe
Muon fit improvement (#2736) @burmist-git
Use telescope frame for muon test instead of manual transform (#2752) @maxnoe
Use actual muon PDF for toy model ring (#2751) @maxnoe

New features

Add option to skip R1 (cat-A) calibration for MCs (#2753) @TjarkMiener
Add support for start, stop to chunked reading (#2757) @maxnoe

Bug Fixes

Two small CameraDisplay fixes: subfigures and optional psi_uncertainty (#2762) @maxnoe

Maintenance

Fix setuptools deprecation warnings (#2747) @maxnoe

- Python
Published by github-actions[bot] 12 months ago

https://github.com/cta-observatory/ctapipe - v0.25.1 – 2025-04-28

Summary

This is a small bug-fix release containing two minor fixes. See the changelog for more details and the list of merged pull requests and contributors below.

Contributors

@kosack and @maxnoe

Bug Fixes

Catch any exception in _get_username (#2741) @maxnoe
Do not require subarray pointing in HDF5EventSource (#2744) @maxnoe

- Python
Published by github-actions[bot] about 1 year ago

https://github.com/cta-observatory/ctapipe - v0.25.0 – 2025-04-16

Summary

This is mainly a Bugfix release but with one new feature adding two new fields to the hillas parameters.

See the changelog and the list of merged pull requests below.

Contributors

@kosack, @maxnoe, @mexanick and @ruoyushang

What has changed since v0.24.0

Pull-requests containing changes of multiple nature are repeated.

Improve handling of missing true images (#2735) @maxnoe
Hillas psi uncertainty ruo (#2629) @ruoyushang
Fix wrong proba column being used for disp sign (#2738) @maxnoe
Docs: Rename data model -> data format, update (#2734) @maxnoe

Bug Fixes

Force absences of units for skewness and excess_kurtosis (#2732) @mexanick

Maintenance

Prepare 0.25.0 (#2739) @maxnoe

- Python
Published by github-actions[bot] about 1 year ago

https://github.com/cta-observatory/ctapipe - v0.24.0 – 2024-04-01

Summary

This is a release adding major, long-awaited new features to ctapipe, including the optimization of event selection "cuts" and the computation of basic IRFs. This task is by no means finished, rather a first working version to build from. Please test and give feedback in issues and discussions.

See the full changelog in the documentation and the list of merged pull requests and contributors below.

Contributors

@Hckjs, @LukasBeiske, @TjarkMiener, @Tobychev, @ctoennis, @dependabot[bot], @jstvdk, @kosack, @maxnoe, @mdebony, @mexanick

What has changed since v0.23.2

Pull-requests containing changes of multiple nature are repeated.

Add tutorial for mono dl1b to dl2 and update docs (#2691) @LukasBeiske
Add CI run running on oldest supported versions of core dependencies (#2619) @maxnoe
Muon parameters update (#2670) @jstvdk
Update DVR status bits (#2725) @maxnoe
Store event times using CTAO high resolution timestamps (#2707) @maxnoe
Fix show config (#2703) @maxnoe
Adding meta_convention option to SubarrayDescription.to_table() method (#2722) @Hckjs
Add a method to read scheduling information with TableLoader (#2709) @mdebony
Fix sonar for PRs from forks (#2710) @maxnoe
Use sysmon coverage (#2697) @maxnoe
Store subarray description in the output file of the stats tool (#2696) @TjarkMiener
Bump SonarSource/sonarqube-scan-action from 4 to 5 (#2701) @dependabot[bot]
Fix name of cut-optimizer tool in example config (#2700) @Hckjs
Fix telescope grouping for uint telescope id (#2692) @maxnoe
Irf maker and cut optimiser (#2473) @Tobychev
Make PSF work with nd-input (#2689) @maxnoe
Fix SubarrayDescription.info for non-unique telescope description strings (#2673) @maxnoe
Stats calc tool (#2628) @TjarkMiener

New features

Chunk interpolation to select calibration data (#2634) @ctoennis
PSF model (#2643) @ctoennis

Bug Fixes

Make sure config is fully serialized to provenance json (#2688) @maxnoe
Processing gain-selected dl1 data with the pixel stats tool (#2715) @TjarkMiener

Maintenance

Fix checkout cleaning up coverage report in sonar ci (#2713) @maxnoe
Add CI job testing on python 3.13 (#2687) @maxnoe
Perform changelog check only for pull requsts targeting main (#2690) @maxnoe
Make sonar coverage badge link point to coverage (#2686) @maxnoe

- Python
Published by github-actions[bot] about 1 year ago

https://github.com/cta-observatory/ctapipe - v0.23.2 – 2025-01-21

Summary

This is a quick bugfix / maintenance release to make ctapipe compatible with recent numba (0.61) and numpy releases (2.1 and 2.2).

See the changelog here: https://ctapipe.readthedocs.io/en/latest/changelog.html#ctapipe-v0-23-2-2025-01-21 and list of merged PRs below.

Contributors

@ChAr-De, @Hckjs, @kosack, @maxnoe and @morcuended

What has changed since v0.23.1

Pull-requests containing changes of multiple nature are repeated.

Prepare 0.23.2 (#2684) @maxnoe
Update the link to the CI status badge in README (#2679) @morcuended
Fix broken Numpy style guide link. (#2677) @ChAr-De

Bug Fixes

Fill containers.SimulatedCameraContainer.true_image_sum in HDF5eventsource (#2680) @Hckjs

Maintenance

Add explicit cast necessary in numpy >=2.1 (#2682) @maxnoe
Fix sonar for pull requests (#2671) @maxnoe

- Python
Published by github-actions[bot] over 1 year ago

https://github.com/cta-observatory/ctapipe - v0.23.1 – 2024-12-05

Summary

This is a bugfix release, mainly to address issues that arose from trying to process prod6 files on the grid.

See changelog here: https://ctapipe.readthedocs.io/en/latest/changelog.html#change-log and list of merged pull requests below.

Contributors

@Hckjs, @LukasBeiske, @kosack and @maxnoe

What has changed since v0.23.0

Pull-requests containing changes of multiple nature are repeated.

Prepare 0.23.1 (#2667) @maxnoe
Fix dtype of tel_id in subarray hdf table (#2622) @maxnoe
Fixed unknown configs being silently ignored (#2666) @kosack
Switch to use Minio hosted by DESY for testdata (#2664) @maxnoe
Fix tool exit order (#2662) @maxnoe
Fix error in ctapipe-process in case telescope event is missing true image (#2659) @maxnoe
Fix uncertainty calculation in StereoMeanCombiner (#2658) @LukasBeiske
Use sphinx-changelog (#2657) @maxnoe
Support astropy 7.0 (#2639) @maxnoe

Maintenance

Update image.cleaning docs (#2669) @Hckjs

- Python
Published by github-actions[bot] over 1 year ago

https://github.com/cta-observatory/ctapipe - v0.23.0 – 2024-11-20

Summary

For the changelog, please see https://ctapipe.readthedocs.io/en/latest/changelog.html#ctapipe-v0-23-0-2024-11-18

For contributors and list of merged PRs, see below.

Contributors

@TjarkMiener, @ctoennis, @dependabot, @dependabot[bot], @kosack, @maxnoe, @mexanick and Christoph Toennis

What has changed since v0.22.0

Pull-requests containing changes of multiple nature are repeated.

Prepare 0.23.0 (#2654) @maxnoe
Improve reference metadata handling for EventSource (#2648) @maxnoe
Fix CTAO link in docs (#2653) @maxnoe
Variance calibration (#2636) @ctoennis
Update / add reprs for reference metadata objects (#2650) @maxnoe
Bump SonarSource/sonarqube-scan-action from 3 to 4 (#2652) @dependabot
Make some dependencies optional (#2641) @maxnoe
Refactor how shower distributions are written, write them for all EventSources, implement for HDF5EventSource (#2633) @maxnoe
Add calibration calculators (#2609) @TjarkMiener
Set null island as fallback reference location in Subarray.from_hdf (#2627) @maxnoe
Bump mamba-org/setup-micromamba from 1 to 2 (#2624) @dependabot
Add 0.22 to version switcher (#2618) @maxnoe

New features

Improve changelog checks (#2637) @mexanick
Add Hipparcos as second star catalog, apply space motion (#2625) @ctoennis

Bug Fixes

Restore reading of pointing for files written with ctapipe<0.21 (#2655) @maxnoe
Fix changelog checks (#2642) @mexanick
Improve changelog checks (#2637) @mexanick

- Python
Published by github-actions[bot] over 1 year ago

https://github.com/cta-observatory/ctapipe - v0.22.0 – 2024-09-13

Summary

See the full changelog in the docs for the release notes.

Below, you can find the contributors and merged PRs.

Contributors

@Hckjs, @TjarkMiener, @aaguasca, @ctoennis, @dependabot, @dependabot[bot], @kosack, @maxnoe, @mexanick

What has changed since v0.21.2

Pull-requests containing changes of multiple nature are repeated.

Convert metadata Instrument.site to free string instead of enum (#2616) @maxnoe
Fix error messages for non-existing path (#2591) @maxnoe
Move interpolator from io to monitoring (#2615) @maxnoe
Check uniqueness of input paths and obs_ids in merge tool (#2611) @maxnoe
Fix typo CameraGeometry docs (#2613) @aaguasca
Add support for numpy 2.0 (#2580) @maxnoe
Fix warning in sonarqube (#2588) @maxnoe
Fix typo waveform in docs (#2608) @aaguasca
Bump SonarSource/sonarqube-scan-action from 2 to 3 (#2605) @dependabot
Input reference meta (#2598) @maxnoe
OutlierDetector components (#2604) @TjarkMiener
Update AUTHORS, add to release procedure (#2590) @maxnoe
Variance extractor (#2543) @ctoennis
Delete tel attribute from MonitoringCameraContainer in NSBImageCleaner (#2602) @Hckjs
Fix deprecation warning in provenance, fixes #2592 (#2599) @maxnoe
Fix provenance in case broken packages are in the environment (#2595) @maxnoe
Fix traitlets test by ignoring test modules and _dev_version (#2593) @maxnoe
Fix docs build (#2589) @maxnoe
Treat deprecation warnings as errors (#2581) @maxnoe
Fix sonar (#2586) @maxnoe
Fix sonarqube for forks (#2585) @maxnoe
Fix missing SONAR_HOST_URL (#2584) @maxnoe
use correct sonar action (#2583) @maxnoe
Fix filename in sonar action (#2582) @maxnoe
Run sonar in separate step to enable PRs from forks again (#2578) @maxnoe
Bugfix: don't intercept normal SystemExit(0) in Tool (#2575) @mexanick

New features

Interpolator (#2600) @ctoennis
Add StatisticsAggregator API (#2554) @TjarkMiener
Update exception handling in tools (#2594) @mexanick
Implement lstchains image cleaning (#2541) @Hckjs

Maintenance

Update intersphinx mapping and sphinx-gallery-conf (#2572) @Hckjs

- Python
Published by github-actions[bot] over 1 year ago

https://github.com/cta-observatory/ctapipe - v0.21.2 – 2024-06-27

Summary

Small bugfix release to fix ctapipe with scipy 1.14.

Find the changelog in the docs: https://ctapipe.readthedocs.io/en/latest/changelog.html#ctapipe-v0-21-2-2024-06-27 and the list of merged pull requests below.

Contributors

@kosack, @maxnoe, @mexanick and @morcuended

What has changed since v0.21.1

Pull-requests containing changes of multiple nature are repeated.

Support scipy 1.14, fixes #2568 (#2569) @maxnoe
Use debug logging for plugin loading details (#2560) @kosack
Add new version to docs switcher (#2558) @maxnoe

New features

Feature/custom exit codes in tools (#2566) @mexanick

Maintenance

Remove unsed config files for old test and quality control systems (#2562) @morcuended

- Python
Published by github-actions[bot] almost 2 years ago

https://github.com/cta-observatory/ctapipe - v0.21.1 – 2024-05-15

Summary

This is a small bugfix and maintenance release for 0.21.0.

Find the changelog in the docs: https://ctapipe.readthedocs.io/en/latest/changelog.html#ctapipe-v0-21-1-2024-05-15 and the list of merged pull requests below.

Contributors

@gschwefer and @maxnoe

What has changed since v0.21.0

Pull-requests containing changes of multiple nature are repeated.

Render changelog for 0.21.1 (#2557) @maxnoe
Fix StereoTrigger non-deterministically discarding LST-1 in prod6 files (#2552) @maxnoe
Impact code cleanup (#2551) @gschwefer

Maintenance

Remove upload to pages ci, replaced by using readthedocs (#2553) @maxnoe

- Python
Published by github-actions[bot] about 2 years ago

https://github.com/cta-observatory/ctapipe - v0.21.0 – 2024-04-26

Summary

This is a pretty large release with lots of changes, new features and a couple of API breaking changes, see below.

The headline feature is that through a lot of work, the ImPACT reconstructor works again.

For the full changelog, see https://ctapipe.readthedocs.io/en/stable/changelog.html#ctapipe-v0-21-0-2024-04-26, for contributors and list of merged PRs, see below.

Contributors

@Hckjs, @LukasBeiske, @LukasNickel, @StFroese, @Tobychev, @aknierim, @ccossou, @dependabot, @dependabot[bot], @gschwefer, @kosack, @maxnoe, @morcuended and @nbiederbeck

What has changed since v0.20.0

Pull-requests containing changes of multiple nature are repeated.

Prepare changelog for 0.21.0 (#2550) @maxnoe
Update to bokeh 3 (#2549) @maxnoe
Compute deconvolution parameters in FlashCamExtractor only as needed (#2545) @maxnoe
Fix possible out of bounds error in FlashCamExtractor (#2544) @maxnoe
Fix CI (#2547) @maxnoe
Add function to get point on shower axis in altaz (#2537) @maxnoe
Update ImPACT code to work again (#2305) @Tobychev
Bump JamesIves/github-pages-deploy-action from 4.5.0 to 4.6.0 (#2538) @dependabot
Interpolate pointing in TableLoader and HDF5EventSource (#2409) @maxnoe
add SonarQube badges & remove codecov (#2531) @kosack
Overburden-to-height conversion functions (#2422) @gschwefer
Add a trait for astropy quantities (#2524) @LukasBeiske
Add configuration for using CTAO sonarqube to check code (#2463) @maxnoe
Add a note to CameraGeometry docs about from_name() (#2485) @kosack
Fix entry point specification (#2516) @maxnoe
Use signal_fraction for training particle classifier (#2465) @LukasBeiske
fix some documentation bugs (#2514) @kosack
Test on python 3.12 (#2486) @maxnoe
Bump pre-commit/action from 3.0.0 to 3.0.1 (#2510) @dependabot
Bump codecov/codecov-action from 3 to 4 (#2509) @dependabot
Bump release-drafter/release-drafter from 5 to 6 (#2508) @dependabot
Bump andstor/file-existence-action from 2 to 3 (#2506) @dependabot
Improve logging colorization, fixes #2504 (#2505) @maxnoe
Fix wrong branch name in README (#2502) @maxnoe
Fix pydata sphinx theme is not safe for parallel writing warning (#2500) @maxnoe
Bump actions/cache from 3 to 4 (#2498) @dependabot
Load constant pointing in TableLoader (#2481) @maxnoe
Accept CEP 002 (#2400) @kosack
Bump actions/checkout from 3 to 4 (#2492) @dependabot
Bump JamesIves/github-pages-deploy-action from 3.7.1 to 4.5.0 (#2494) @dependabot
Bump actions/upload-artifact from 3 to 4 (#2493) @dependabot
Bump actions/setup-python from 4 to 5 (#2495) @dependabot
Update citation year and add link (#2487) @maxnoe
Write out cross-validation results immediately (#2483) @LukasBeiske
Update and add missing docstrings related to ML functionalities (#2456) @LukasBeiske
Let the DispReconstructor also compute a score for the sign prediction (#2479) @maxnoe
Allow passing of ax to Subarray.peek, do not always call tight_layout (#2369) @maxnoe
Change how DataWriter writes simulation pointing (#2438) @maxnoe
Add missing cache=True to numba compilation (#2477) @maxnoe
Docs: Fix Headings in Docs Closes #2472 @aknierim
Allow setting n_jobs on tool invocation (#2430) @LukasNickel
Update citation (#2470) @maxnoe
Make ML config files more readable and add comments. (#2455) @LukasBeiske
Remove python warnings (#2421) @LukasNickel
Enable str/Path as input to get_hdf5_datalevels (#2451) @maxnoe
Add true_impact_distance to cross validation output (#2468) @LukasBeiske
Chunked loading of training data (#2423) @LukasBeiske
Rename single changelog file (#2435) @StFroese
Removed stray : from ctapipe.io page (#2448) @Tobychev
Bump setuptools and setuptools scm versions (#2447) @morcuended
Propose CEP 3: remove image parameters in camera frame (#2405) @maxnoe
run test only if labels don't contain 'documentation' (#2227) @nbiederbeck
Fix unwanted default columns in disp output (#2440) @maxnoe
Add docstring for ctapipe-train-disp-reconstructor (#2420) @LukasBeiske
Check pointing coordinate frame in DispReconstructor (#2431) @LukasBeiske
Check if tel_id exists when looking up TelescopeParameters (#2429) @maxnoe
Fix broken urls in README (#2408) @aknierim
Fix h_max definition (#2403) @kosack
Do not use hidden attribute reconstructor._models in ctapipe-apply-models (#2418) @LukasBeiske
Changed some numpy calls following the numpy 2.0 migration guide (#2406) @Tobychev
Include example config for ctapipe-train-disp-reconstructor in quickstart tool (#2414) @LukasBeiske
Fix empty reference location (#2402) @kosack

New features

Change R1- and DL0-waveforms shape to (n_channels, n_pixels, n_samples) (#2529) @Hckjs
Change ImageCleaner API (#2511) @Hckjs
Use intmin for invalid pixel positions, allow empty arguments (#2397) @maxnoe
Add option to override obs_id in SimTelEventSource (#2411) @maxnoe

API Changes

Change ImageCleaner API (#2511) @Hckjs
Refactor/rename datawriter options (redux) (#2520) @kosack
Move TableLoader traits to read_...-methods (#2482) @Hckjs

Data Model Changes

Change R1- and DL0-waveforms shape to (n_channels, n_pixels, n_samples) (#2529) @Hckjs
Change definition of leakage_pixel_{1,2} (#2432) @maxnoe
Improve column names for disp (#2443) @LukasBeiske
Add option to override obs_id in SimTelEventSource (#2411) @maxnoe

Bug Fixes

Properly transform between camera and telescope frame in muon fitter (#2464) @maxnoe

Refactoring and Optimization

Prevent import of ctapipe.image at import time of ctapipe.io (#2488) @maxnoe

Maintenance

Use macos 14 (apple arm) in CI (#2534) @maxnoe
Fix docs build, use sphinxcontrib-bibtex for bibliography (#2536) @maxnoe
Drop python 3.9 (#2526) @maxnoe
Fix sonar complaining about statements in notebooks (#2527) @maxnoe
Update sonar key (#2525) @maxnoe
Update python version in deploy config (#2523) @maxnoe
Use ruff for linting (#2416) @maxnoe
Move options from setup.cfg to pyproject.toml (#2512) @maxnoe
Switch to src based repository structure (#2459) @maxnoe
pin scikit-learn to < 1.4, breaks with astropy tables (#2496) @maxnoe
Add config to let dependabot update github actions (#2490) @maxnoe
Fix some minor issues found by sonarqube (#2466) @maxnoe
Move TableLoader traits to read_...-methods (#2482) @Hckjs
Fix docstring of EventSource (#2419) @maxnoe
Support for astropy 6 (#2475) @maxnoe
Fix indentation in docs resulting in wrong rendering (#2462) @maxnoe
Fix CI after pytest-xdist update (#2469) @maxnoe
Use editable install to fix coverage (#2460) @maxnoe
Fix coverage report not being found by codecov (#2458) @maxnoe
Add more nitpick ignores to fix docs build after traitlets update (#2412) @maxnoe
Fix docs by adding more traitlets nitpick ignores (#2399) @maxnoe

- Python
Published by release-drafter[bot] about 2 years ago

https://github.com/cta-observatory/ctapipe - v0.20.0 – 2023-09-11

Summary

This release has a couple of bug fixes, new features and mainly documentation theme updates, see below for the merged pull requests and find the full changelog on readthedocs

Contributors

@StFroese, @TjarkMiener, @Tobychev, @aknierim, @gschwefer, @jstvdk, @kosack, @maxnoe and Vadym Voitsekhovskyi

What has changed since v0.19.3

Pull-requests containing changes of multiple nature are repeated.

New features

Add fit status fields to output container of MuonIntensityFitter (#2381) @jstvdk
R0 and R1 waveform merging (#2386) @TjarkMiener
Make provenance information in log optional (#2328) @Tobychev

API Changes

Use int minval instead -1 for invalid telescope ids in SubarrayDescription.tel_index_array, improve docstrings (#2376) @maxnoe
Remove EventSource.from_config, fixes #2258 (#2384) @maxnoe
Remove dump-triggers, enable ctapipe-process to store only trigger and simulation data (#2375) @maxnoe

Data Model Changes

Add fields defined in CTAO DL0 and R1 data models (#2338) @maxnoe
Remove SimulationConfigContainer.injection_height, add SimulatedShowercontainer.starting_grammage (#2343) @maxnoe

Bug Fixes

Fix HillasIntersection error for badly reconstructed events (#2265) @gschwefer
Bug fix in full numeric pixel likelihood calculation (#2388) @gschwefer

Maintenance

Add changelog for 0.20.0 (#2394) @maxnoe
Convert all notebooks to sphinx gallery format (#2377) @StFroese
Use int minval instead -1 for invalid telescope ids in SubarrayDescription.tel_index_array, improve docstrings (#2376) @maxnoe
Update doc structure and dev guide (#2383) @maxnoe
Remove no-longer needed importlib_resources (#2389) @maxnoe
Replace deprecated provision-with-micromamba action with setup-micromamba (#2387) @maxnoe
Drop support for python 3.8, update env file (#2342) @maxnoe
Update docs (#2373) @aknierim
Try to fix readthedocsbuild (#2365) @maxnoe

- Python
Published by github-actions[bot] over 2 years ago

https://github.com/cta-observatory/ctapipe - v0.19.3 – 2023-06-21

Summary

This is a bugfix release, find the list of merged pull requests below, the changelog is available on readthedocs.

Contributors

@LukasBeiske, @clara-escanuela, @kosack and @maxnoe

What has changed since v0.19.2

Pull-requests containing changes of multiple nature are repeated.

Render changelog for 0.19.3 (#2362) @maxnoe
Improve docstring and validation of parameters in CameraGeometry (#2361) @maxnoe
Fix removal of telescope events in software trigger, fixes #2356 (#2357) @maxnoe
Add support for using toymodel in telescope frame (#2349) @maxnoe
Fix pixel picking for multiple displays in same figure (#2358) @maxnoe
Fill reference_location into SubarrayDescription.tel_coords (#2354) @maxnoe
fix help string in disp reconstructor (#2352) @maxnoe
Add support for hillas parameters in TelescopeFrame to CameraDisplay (#2347) @maxnoe
Fix typo in merge tool flag definition (#2341) @LukasBeiske
Fix return value of NullDataVolumeReducer (#2340) @maxnoe
Peak time units conversion for the FlashCam reconstructor (#2337) @clara-escanuela

Maintenance

Improve error messages of expression engine (#2350) @maxnoe

- Python
Published by maxnoe almost 3 years ago

https://github.com/cta-observatory/ctapipe - v0.19.2 – 2023-05-17

Summary

This is a bugfix release, see the full changelog in the docs and merged Pull Requests below.

Contributors

@clara-escanuela and @maxnoe

What has changed since v0.19.1

Pull-requests containing changes of multiple nature are repeated.

Fix peak_time estimation in FlashCamExtractor (#2333) @clara-escanuela

Maintenance

Render changelog for 0.19.2 (#2334) @maxnoe
Fix links to docs (#2330) @maxnoe

- Python
Published by github-actions[bot] about 3 years ago

https://github.com/cta-observatory/ctapipe - v0.19.1 – 2023-05-11

Summary

This is mainly a bug fix and maintenance release containing one feature addition.

See the full changelog in the documentation and the list of merged PRs below.

This is also the first release to support python 3.11.

Contributors

@kosack and @maxnoe

What has changed since v0.19.0

Pull-requests containing changes of multiple nature are repeated.

Bug Fixes

Do not use pathlib for hdf5 datasets, fixes #2318 (#2319) @maxnoe
Fix SoftwareTrigger for actual simtel files (#2320) @maxnoe
Allow training without cross validation (#2310) @maxnoe
Fix --overwrite for ApplyModel tool (#2311) @maxnoe
Fix neighbor matrix for no pixels, fixes #2316 (#2317) @maxnoe
Fix activity start order (#2312) @maxnoe

New Features

Add possibility to compute multiplicities using FeatureGenerator (#2308) @maxnoe

Maintenance

Support python 3.11 (#2107) @maxnoe
Render changelog to prepare for v0.19.1 release (#2327) @maxnoe
Remove unused codecov (got yanked from pypi) (#2306) @maxnoe
Deduplicate tomas in mailmap (#2314) @maxnoe

- Python
Published by release-drafter[bot] about 3 years ago

https://github.com/cta-observatory/ctapipe - v0.19.0 – 2023-03-31

Summary

This release has only one headline feature: the addition of the FlashCamExtractor to support the signal shaping needed to properly analyze the data of FlashCam.

See the changelog in the documentation and the list of merged PRs down below.

Contributors

@Tobychev, @clara-escanuela, @kosack, @maxnoe and @zinob

What has changed since v0.18.1

Pull-requests containing changes of multiple nature are repeated.

Flashcam extractor (#2188) @clara-escanuela
Better errors in case of no events in train tools (#2295) @maxnoe
Rename GeometryReco to HillasGeometryReco (#2293) @Tobychev

Maintenance

Render 0.19 changelog using towncrier (#2300) @maxnoe
Adapt default config for flashcam, bring in line with current grid production (#2299) @maxnoe
Fix status of CEP-001, add link to PR (#2298) @maxnoe
Remove or move examples to documentation (#2266) @kosack
Fixing link to cta-observatory.org (#2297) @zinob
Install ffmpeg on readthedocs (#2302) @maxnoe

- Python
Published by release-drafter[bot] about 3 years ago

https://github.com/cta-observatory/ctapipe - v0.18.1 – 2023-03-17

Summary

This is a bugfix release fixing three bugs and including some maintenance changes to the repository.

See the detailed changelog in the documentation and the list of merged PRs down below.

This release is also the first to include CEP 1, the definition of the CEP process, in the released ctapipe documentation.

Contributors

@LukasBeiske, @StFroese, @Tobychev, @kosack, @maxnoe and @nbiederbeck

What has changed since v0.18.0

Pull-requests containing changes of multiple nature are repeated.

Render changelog for 0.18.1 (#2290) @maxnoe
Fix wrong activity meta being written into output files (#2261) @maxnoe
Only remove sort index from table if input did not contain it (#2288) @maxnoe
Fix overwrite not working for ctapipe-apply-models (#2287) @maxnoe
require lint CI before testing (#2281) @nbiederbeck
Use pre-commit/action (#2276) @nbiederbeck
Added favicon (#2263) @Tobychev
Update CI config after default branch renaming (#2254) @maxnoe
Add pypi badge to readme (#2253) @maxnoe

New features

CEP-001: Definition of the proposal process (#2256) @Tobychev

Maintenance

Add missing enter_context for TableLoader in train tools (#2286) @maxnoe
CEP-001: Definition of the proposal process (#2256) @Tobychev
Update pre-commit to isort 5.12.0 (#2271) @LukasBeiske
Make devs aware of debugging and ipdb in docs (#2220) @StFroese
Fix deprecation warning due to pkg_resources (#2259) @maxnoe

- Python
Published by release-drafter[bot] about 3 years ago

https://github.com/cta-observatory/ctapipe - v0.18.0 – 2023-02-09

Summary

For the detailed changelog, please visit https://ctapipe.readthedocs.io/en/latest/changelog.html#ctapipe-v0-18-0-2023-02-09

Below, you can find a list of contributors and grouped list of all merged pull requests.

Contributors

@LukasBeiske, @LukasNickel, @RuneDominik, @StFroese, @Tobychev, @henningpt, @kosack, @maxnoe and @nbiederbeck

What has changed since v0.17.0

Pull-requests containing changes of multiple nature are repeated.

Render 0.18 changelog using towncrier (#2251) @maxnoe
Implement part of common reconstructor API (#2229) @maxnoe
Fix wrong overwrite config in train_* tools (#2243) @maxnoe
Simplify ChunkIterator, return start, stop, table (#2241) @maxnoe
Notify users about test_plugin install (#2245) @RuneDominik
Add HDF5Merger Component, use in MergeTool (#2179) @maxnoe
Added a bit of clarification of how important classes attribute is to the tool doc (#2231) @Tobychev
Implement transformation from GroundFrame to EarthLocation (#2167) @maxnoe
Fix numba version to 0.56 (#2222) @maxnoe
Move reading of stereo data before skipping empty events in HDF5EventSource (#2189) @maxnoe
Rename towncrier bug to bugfix (#2202) @nbiederbeck
Add coordinate overlay plotting to CameraDisplay (#2203) @maxnoe
Fix unit handling in muon ring_completeness (#2197) @maxnoe
Add changelogs for PRs merged since 0.17.0 (#2186) @maxnoe
Fix version requirement for eventio, fixes #2185 (#2187) @maxnoe
Fix byteorder fitshistogram (#2183) @maxnoe
Add quality query to display dl1 tool (#2172) @maxnoe
Run changelog check only on PRs, add support for no-changelog-needed … (#2176) @maxnoe
Change default behaviour of run_tool (#2175) @nbiederbeck
Fix docs build for traitlets 5.8 and array field defaults (#2173) @maxnoe
Improve output of Tool in case of TraitError (#2171) @maxnoe
Fix loading of observation info in TableLoader (#2163) @LukasBeiske
Replace usage of deprecated astropy matrix functions (#2166) @maxnoe
Make number of training events a telescope parameter (#2140) @maxnoe
Don't use $HOME, use Path.home() instead (#2155) @kosack
Error deprecationwarnings 2 (#2153) @nbiederbeck
Improve missing field warning (#2148) @maxnoe
Add ipython to docs requirements (#2150) @maxnoe
Chunked model application (#2133) @maxnoe
Allow lookup of telescope parameters by type (#2120) @maxnoe
Fix flake8 complaint (#2137) @maxnoe
fix set_line_hillas (#2134) @StFroese
remove sort index after sorting (#2132) @maxnoe
Allow using predicted energy in particle classifier (#2121) @maxnoe
Speed up loader by using hstack instead of merge where possible (#2126) @maxnoe
Speed up rotations, closes #2097 (#2098) @StFroese
Update mailmap (#2117) @maxnoe
Simplify apply_models (#2113) @maxnoe

New features

Refactor apply tool to use HDF5Merger, read data only once (#2249) @maxnoe
Disp reconstruction (#2138) @LukasBeiske
Add option to configure ml prefixes (#2217) @LukasBeiske
Improve likelihood muon intensity fitter (#2161) @StFroese
Implement stereo trigger for subarray triggers (#2136) @maxnoe
Support different frames for set_line_hillas (#2131) @StFroese
Machine learning reconstruction (#1767) @maxnoe
Add and use ComponentName traitlet instead of create_class_enum_trait, fixes #2100, #1874 (#2102) @maxnoe
Allow overriding url via env variable (#2109) @maxnoe
Atmosphere models for h_max to X_max conversion (#2000) @kosack

API Changes

Raise error in case expected telescope-data is missing in HDF5EventSource (#2244) @RuneDominik
Make muon analysis part of the processing tool (#2168) @StFroese

Bug Fixes

Add rng attribute back to TrainEnergyRegressor (#2247) @maxnoe
fix import error in metadata: fails on systems without pwd (#2152) @kosack
Correctly setup components in dump-instrument-info, add test (#2106) @maxnoe

Refactoring and Optimization

Use entry_points for plugins (#2101) @maxnoe
Consistent overwrite (#2213) @LukasNickel
Tool exit stack (#1926) @maxnoe
Load observation info with TableLoader; standardize id fields in containers (#2096) @LukasBeiske
Move impact_distance to coordinates to avoid circular import (#2095) @maxnoe

Maintenance

Use entry_points for plugins (#2101) @maxnoe
Consistent overwrite (#2213) @LukasNickel
Use https links where possible (#2232) @maxnoe
Fix sonarqube issues (#2215) @maxnoe
Fix docstring in ImageProcessor (#2180) @maxnoe
Update README (#2208) @StFroese
Use weakref.proxy where parent=self. (#2223) @nbiederbeck
Move test to correct module (#2225) @maxnoe
Change actions for mamba / pip install methods. (#2207) @nbiederbeck
Refactor initialization of telescope parameters, move to own module (#2190) @maxnoe
Upload build docs as artifacts in CI (#2195) @nbiederbeck
Fix frame name in coordinates warning (#2198) @maxnoe
Create proper links to the PR in changelog (#2192) @maxnoe
Raise error if run_tool encounters non-zero exit code and raises is True (#2191) @maxnoe
Use towncrier for change log (#2144) @StFroese
Add and use ComponentName traitlet instead of create_class_enum_trait, fixes #2100, #1874 (#2102) @maxnoe
Update test data url (#2108) @maxnoe
Only use setup.cfg, automatically include correct python requires in docs (#2093) @maxnoe
Remove debug print (#2105) @maxnoe
Fix warnings from deploy workflow (#2085) @maxnoe
Update citations in README.rst (#2086) @maxnoe

- Python
Published by maxnoe over 3 years ago

https://github.com/cta-observatory/ctapipe - v0.17.0 – 2022-09-27

Summary

There are three major changes in this release:

1) It is now possible to configure multiple reconstructors to be applied (at the moment, this means you can both run HillasReconstructor and HillasIntersection using ctapipe-process).

2) The naming scheme of telescope wise quantities at dl2 changed. In 0.16, e.g. the reconstructed impact distance to a specific telescope was HillasReconstructor_tel_distance, missing the prefix of the container the field was defined in. This is now fixed and the same column is now HillasReconstructor_tel_impact_distance.

3) The HillasReconstructor was optimized to remove pure-python loops over telescopes which resulted in a ca. 5x speed up when running on a La Palma prod6 run.

For smaller changes and bug fixes, see blow list of merged PRs.

Contributors

@Hckjs, @HealthyPear, @LukasNickel, @StFroese, @kosack, @maxnoe and @nbiederbeck

What has changed since v0.16.0

Pull-requests containing changes of multiple nature are repeated.

New features

add --datamodel option to ctapipe-info (#2047) @kosack
Merge DL2 tables. (#2050) @nbiederbeck

API Changes

Improve ShowerProcessor API, fixes #2071 (#2073) @StFroese

Data Model Changes

Use _impact_ instead of _tel_, fixes #2051 (#2060) @nbiederbeck

Bug Fixes

Fix invalid case in HillasReconstructor and HillasIntersection (#2082) @maxnoe
Convert float32 pi/2 value to float64 pi/2 value in SimTelEventSource (#2077) @maxnoe
Allow data model version 4 in HDFEventSource, actually check which frame is used for hillas parameters (#2079) @maxnoe
Fix unreachable assertion in Provenance unit test (#2072) @HealthyPear
Fix wrong container used for camera frame in ImageProcessor, fixes #2062 (#2070) @maxnoe
Fix tables.Node.__del__ throwing exceptions on interpreter exit when writing index tables, fixes #2067 (#2069) @maxnoe
Sort unique cameras/types/optics to generate stable indices in hdf5, fixes #2063 (#2066) @maxnoe
Make ExpressionEngine be no Component. Fixes #2065. (#2068) @nbiederbeck
Fix camera rotation in examples/camera_rotation.py (#2056) @Hckjs
Report HDF5EventSource as compatible for dl2 only files, fixes #2058 (#2059) @LukasNickel
Merge simulated impact (#2049) @nbiederbeck
Fix Container.as_dict for case of flatten=True and add_prefix=True (#1887) @maxnoe

Refactoring and Optimization

Vectorize operations in HillasReconstructor (#2036) @maxnoe

Maintenance

Change recommendation on reusing ArrayEvent in EventSources (#2076) @maxnoe
Update mailmap (#2053) @maxnoe

- Python
Published by maxnoe over 3 years ago

https://github.com/cta-observatory/ctapipe - v0.16.0 – 2022-08-01

Summary

This next major release of ctapipe includes a large number of improvements and new features, as well as significant changes to the API and data model that fix outstanding problems with both. Due to the nature of these required changes and to keep the code reasonably maintainable (in this pre-1.0 release), files written by earlier versions of ctapipe are not guaranteed to be readable with this one.

Contributors

@aknierim, @kosack, @maxnoe, @nbiederbeck, @satoshifukami0115 and @vuillaut

What has changed since v0.15.0

Pull-requests containing changes of multiple nature are repeated.

New features

ObsConfig data model (#1973) @kosack
Add abstract InvalidPixelHandler and NeighborAverage implementation, apply in CameraCalibrator and TwoPassWindowSum. Pass invalid pixels to extractors. (#2023) @maxnoe
Get reference_location and optics/camera name from simtel metadata if available (#2018) @maxnoe
Add methods to read run config and shower distribution to TableLoader (#2010) @maxnoe
added a better template for release-drafter (#1880) @kosack
Add another cleaning method in cleaning.py (#1672) @satoshifukami0115
Round floats for hashing in instrument module, use __slots__ (#1986) @maxnoe
Add location of subarray reference point to SubarrayDescription (#1980) @maxnoe
recursively validate containers (#1976) @kosack
Improve units code in hillas_parameters (#1988) @maxnoe
Add TableLoader.read_telescope_events_by_type_chunked (#1984) @maxnoe
Maintain event order of input file in TableLoader, fixes #1966 (#1968) @maxnoe
Chunked table loader (#1935) @maxnoe
Read dl2 in hdf5eventsource (#1940) @maxnoe
add joined option to SubarrayDescription.to_table (#1939) @maxnoe
compute impact distance to shower axis (#1899) @kosack
Improved configuration of reference metadata (#1889) @kosack
Allow passing already opened h5file to table loader (#1933) @maxnoe
Add overwrite option to write_table (#1932) @maxnoe
Support reading files created with extract_calibevent (#1929) @maxnoe
improve array display (#1911) @kosack

API Changes

Use n_ prefix consistently, (rename all num_ to n_), fixes #986 (#2046) @maxnoe
Remove cutflow (#1766) @maxnoe
Add pixel, channel, sample information to CameraReadout, update OpticsDescription (#2019) @maxnoe
Remove support for by_type split files (#2032) @maxnoe
Rework h5 metadata (#2003) @maxnoe
Use pytest fixtures in unit tests instead of from_name methods (#1985) @maxnoe
Store both equivalent and effective focal length in OpticsDescription, add __slots__ (#1923) @maxnoe
Replace deepcopying defaults with default_factory (#1991) @maxnoe
Use module of Tool to setup logging (#1964) @maxnoe
Add QualityQuery.get_table_mask, compile python code (#1943) @maxnoe
Load all dl2 available groups in TableLoader (#1934) @maxnoe
Use container classes for TableReader.read method, do not reuse same container instance (#1921) @maxnoe

Data Model Changes

ObsConfig data model (#1973) @kosack
Rename ReconstructedContainer.tel_ids -> telescopes, fixes 1953 (#2044) @maxnoe
Use n_ prefix consistently, (rename all num_ to n_), fixes #986 (#2046) @maxnoe
Add pixel, channel, sample information to CameraReadout, update OpticsDescription (#2019) @maxnoe
Rework h5 metadata (#2003) @maxnoe
Fix datalevels (#2004) @maxnoe
Store both equivalent and effective focal length in OpticsDescription, add __slots__ (#1923) @maxnoe
Rework container prefix handling (#1949) @maxnoe
Add location of subarray reference point to SubarrayDescription (#1980) @maxnoe
compute impact distance to shower axis (#1899) @kosack

Bug Fixes

Fix missing f-string (#2043) @nbiederbeck
Fix columns order when string column present, fixes #2041 (#2042) @maxnoe
Fix writing and merging of dl2 statistics, fixes #1884 (#1885) @maxnoe
Fix pixel rotation for very large offsets in NominalFrame (#2037) @maxnoe
Fix wrong pixel area and rotation in nominal frame, fixes #2028 (#2029) @maxnoe
Fix error message for missing effective focal length (#2026) @maxnoe
Remove restriction on existing file in EventSource.input_url, fixes #1821 (#1998) @maxnoe
Fix TableLoader reading empty table (#2013) @nbiederbeck
Fix datalevels (#2004) @maxnoe
Include number of mirror tiles in guessing keys to be able to distinguish between MAGIC 1 and MAGIC 2 (#1977) @maxnoe
Use correct traitlet for event type enum in eventtypefilter (#2002) @maxnoe
Add dl2 datalevel in hdf5 source, add datalevel tests (#2001) @maxnoe
Ignore unknown column metadata in read_table (#1992) @maxnoe
Fix comparison of timestamps in calibration code (#1987) @maxnoe
Fix missing start/stop for reading impact table, use correct type in simteleventsource (#1982) @maxnoe
Hash rounded versions of floats for CameraGeometry (#1956) @maxnoe
Fix impact being written for non-triggered telescopes, fixes #1961 (#1967) @maxnoe
fixed bug that prevented printing of QualityQuery (#1958) @kosack
Fix ArrayDisplay creating legend in wrong axes with multiple axes active (#1946) @maxnoe
Store true_image_sum also when true image is not written (#1893) @maxnoe
Better error message in case unknown telescopes are selected, fixes #1924 (#1925) @maxnoe
Minor visual bugfix: better html repr for Tool and Component (#1905) @kosack

Refactoring and Optimization

Use tel_id consistently (replacing telid -> tel_id), fixes #1457 (#2045) @maxnoe
Remove cutflow (#1766) @maxnoe
Add 'raises' to run_tool, which raises exceptions instead of logging them. (#2038) @nbiederbeck
ExpressionEngine for QualityQuery and FeatureGenerator (#2014) @nbiederbeck
Return tuples from SubArray properties, add suport for single value in get_tel_ids (#2027) @maxnoe
Use pytest fixtures in unit tests instead of from_name methods (#1985) @maxnoe
Ignore containers and maps by default in HDF5Writer (#1945) @maxnoe
Hdf5EventSource performance improvements and skip empty events, fixes #1916 (#1917) @maxnoe
Directly return peak position from neighbor average waveform (#1914) @maxnoe

Maintenance

updated incorrect comments in base_config.yaml (#2040) @kosack
Remove support for by_type split files (#2032) @maxnoe
Fixed Typo in docstring (#2009) @aknierim
added a better template for release-drafter (#1880) @kosack
Add flake8 pre-commit hook. Change black hook to also format notebooks. (#1993) @nbiederbeck
Avoid warning in case of reading DL1a only files with HDF5EventSource (#1994) @maxnoe
Automatically include fields in docstrings for containers (#1990) @maxnoe
Create a fresh ArrayEventContainer for each event in HDF5EventSource (#1970) @maxnoe
Create a fresh ArrayEventContainer for each event in SimTelEventSource (#1952) @maxnoe
Update CI actions versions (#1951) @maxnoe
Simplify units code in subarray (#1950) @maxnoe
Use a simple kwarg instead of a traitlet for TableLoader.h5file (#1937) @maxnoe
Improve TableLoader docs, fixes #1930 (#1931) @maxnoe
Print version info in pytest header (#1919) @maxnoe

- Python
Published by release-drafter[bot] almost 4 years ago

https://github.com/cta-observatory/ctapipe - v0.15.0 – 2022-05-23

What's Changed since v0.14.0

The main change in this release is that the SimTelEventSource will use the effective focal length, which is the focal length corrected for the mean effect of aberrations like coma, by default. This will raise an error if this information is not available in the input file (which is the case for files from before prod5).

To analyze these files with ctapipe 0.15, you need to pass the SimTelEventSource.focal_length_choice="nominal". Using the effective focal length much improves the off-axis angular resolution of e.g. the HillasReconstructor.

Use effective focal length by default, always guess telescope names from nominal (#1910) @maxnoe
Fix ctapipe license in tutorial (#1907) @maxnoe
Fix merge tool in case --skip-images is given but no images in input file (#1906) @maxnoe
Keep z coordinate in tilted ground frame (#1903) @maxnoe
Fix HDF5EventSource.len to take max_events into account (#1897) @maxnoe
Add alias for prov log (#1890) @maxnoe
update README for v0.14.0 (#1886) @kosack
Fix setting up logging hierarchy, fixes #1882 (#1883) @maxnoe

Contributors

@kosack and @maxnoe

- Python
Published by release-drafter[bot] about 4 years ago

https://github.com/cta-observatory/ctapipe - v0.14.0 – 2022-04-14

What's Changed since v0.13.0

This release fixes an important issue in the stereo reconstruction: the quality criteria for individual telescope events to enter into the stereo reconstruction were not applied correctly. Fixing this required an API change. The quality criteria are now part of the Reconstructor as StereoQualityQuery, not part of the ShowerProcessor any more. As part of this change, we also added back support for using the HillasIntersection additionally to the HillasReconstructor.

The second large change is the addition of support for two better formats for config files. Additionally to the json supported before, ctapipe now also supports yaml and toml configuration files and tools support giving multiple configuration files.

Fix bug in ShowerProcessor / HillasReconstructor not using QualityQuery correctly, add support for HillasIntersection in ShowerProcessor (#1875) @maxnoe
allow YAML and TOML config files and multiple configs (#1856) @kosack
Remove parallel=True for neighborwaveformsum, fixes #1532 (#1878) @maxnoe
Add switch to ImageProcessor to enable/disable ImageModifier (#1873) @maxnoe

Contributors

@kosack and @maxnoe

- Python
Published by release-drafter[bot] about 4 years ago

https://github.com/cta-observatory/ctapipe - v0.13.0 – 2022-04-08

This is mainly a maintenance release updating the versions of some core depedencies (python >= 3.8, astropy >= 5.0) but there are also some changes to the data model and format and a couple of new features and bug fixes.

What's Changed since v0.12.0

Components to modify dl1 images (#1723) @LukasNickel
Compute and record shower's core position also in the TiltedFrame when using HillasReconstructor (#1745) @HealthyPear
Extractor status flag (#1810) @kosack
Unify source.simulation_config return value (#1872) @LukasNickel
Update black version (#1871) @LukasNickel
Only upload codecov from one build (#1869) @maxnoe
Fix traitlets deprecation warning (#1866) @maxnoe
Implement public interface for 2d index to/from id (#1854) @maxnoe
Implement merging dl2 subarray data, fixes #1861 (#1864) @maxnoe
Enable Subarray.tohdf/fromhdf for already opened file (#1868) @maxnoe
Update CI os/install-method/python-version combinations (#1865) @maxnoe
Use write_table for image statistics (#1863) @maxnoe
Close event source in ProcessorTool.finish (#1862) @maxnoe
Update bokeh viewers to version 2.0, remove bokeh viewer tool and WaveformDisplay for now (#1494) @maxnoe
Add writetable and use it in SubarrayDescription.tohdf, fixes #1449 (#1817) @maxnoe
resolve environment variables in Path traitlets (#1855) @kosack
Require python 3.8, astropy 5 (#1859) @maxnoe
Do not run "push" build for Pull Requests, fix mamba build in CI (#1858) @maxnoe
Fix CameraFrame transformations for arrays of focal_length, fixes #1850 (#1851) @maxnoe
Add macos-latest to CI workflow jobs (#1718) @HealthyPear
Add event type filter to ctapipe-process (#1841) @maxnoe
Fix scipy deprecation warning (#1846) @maxnoe
Point to readthedocs in the README (#1842) @maxnoe
Implement treatment of invalid values in FixedPointColumnTransform, fixes #1815 (#1816) @maxnoe
Just use a for loop in HDF5TableReader (#1845) @maxnoe
Remove print statements from hdf5eventsource (#1844) @maxnoe
Add RTD config (#1840) @maxnoe
Fix devversion being included in wheel (#1839) @maxnoe
Raise error for missing focal length (#1835) @maxnoe
Rename DL1EventSource to HDF5EventSource, add support for reading R1 waveforms as written by DataWriter (#1837) @maxnoe
show Frame in CameraGeometry repr (#1834) @kosack
Fix pixel picker for square pixels (#1833) @maxnoe
Use .ecsv extension in dump instrument to enable Table.read. (#1722) @maxnoe
Add BrightestPixelsPeakWindowSum extractor (#1823) @maxnoe
Remove outdated tools (#1827) @maxnoe
Fix incorrect usage of configuration system in calibration calculators and tool example (#1831) @maxnoe
Make tests pass independent of cwd (#1818) @maxnoe
Read trueimagesum, fixes #1180 (#1814) @maxnoe
options to write R0 and R1 waveforms (#1799) @kosack
Fix CameraGeometry.transform for camrotations != 0, fix pixrotation for square pixels (#1819) @maxnoe
Exclude coverage 6.3 in CI due to nedbat/coveragepy#1310 (#1830) @maxnoe
add a simple method to read metadata as a dictionnary from an hdf5 file and allow writing metadata to any path (#1796) @vuillaut
Create some issue templates (#1824) @kosack
Make sure a fixed random seed is used for toymodel test (#1811) @maxnoe

Contributors

@HealthyPear, @LukasNickel, @kosack, @maxnoe and @vuillaut

- Python
Published by release-drafter[bot] about 4 years ago

https://github.com/cta-observatory/ctapipe - v0.12.0 – 2021-11-23

What's Changed since v0.11.0

The main changes in this release are related to expanding the data model to include DL2 and the computation of DL2 parameters. This also required changing the units of some DL1 parameters from the CameraFrame to the TelescopeFrame to make them easier to compare between telescopes, which includes an overhaul of how the HillasReconstructor works (supporting both frames as input), and adds include a new Component ShowerProcessor that generates DL2(a) information. The data model was expanded to include DL2 and to support a more general InstrumentDescription serialization. DL1Writer was refactored into a general DataWriter that writes the full data model. TableLoader provides a user interface to load all events at once from ctapipe output files, joining them as needed, which is useful for benchmarking.

The ctapipe-stage1 tool was removed and replaced with the more general ctapipe-process, which can now handle any transformation from R0 to DL2a, depending on what configuration file it is given. A ctapipe-quickstarttool was added to generate some starting config files, and a ctapipe-fileinfo tool to show file header information for any files written by ctapipe.

New Features

Add flag to use camera frame for ctapipe-process (#1790) @maxnoe
TableLoader (#1771) @maxnoe
Add flags to enforce recomputation of dl1/dl2 (#1776) @LukasNickel
ctapipe-quickstart tool (#1774) @kosack
Add condition option to read_table (#1769) @maxnoe
Implement allow_none=False for Path trait, fixes #1759 (#1760) @maxnoe
ctapipe-fileinfo (#1756) @kosack
Configurable contact information for DataWriter (#1757) @maxnoe
Generalize image converter for square pixels (#1728) @LukasNickel
Implement ctapipe-process (#1726) @kosack
Add support for calibration scale and shift in R1 (#1749) @HealthyPear
Direction reconstruction (also) from Telescope Frame (#1408) @HealthyPear
Add no-flags, add short aliases, make aliases more consistent (#1748) @nbiederbeck
Adapt subarray for 'allowedtels' option in mergertool (#1736) @Hckjs
Implement a shower processor (#1675) @HealthyPear
DL2 data model and output (#1673) @kosack
Allow regexp in table name for TableWriter.exclude() (#1717) @kosack
Shortform aliases (#1713) @maxnoe
implements addcolumntransform_regexp feature (#1690) @kosack
Use iminuit>=2 (#1714) @nbiederbeck

Breaking Changes

Both of these change the data model, but the code remains backward-compatible.

Use indices for camera / optics lookup in from_hdf / to_hdf (#1426) @maxnoe
Hillas parameters in telescope frame (optionally) (#1591) @LukasNickel
ctapipe-stage1 refactored into ctapipe-process (#1726)

Performance Improvements

Do not guess pixel area when transforming (#1794) @maxnoe
Improve performance of calcpixelneighbors, fixes #1791 (#1792) @maxnoe
Precompile table regex for column exclusion, fixes #1719 (#1720) @maxnoe

Bug Fixes and Refactoring

Compare to numpy integer (#1801) @LukasNickel
Fix negative vmin/vmax raising error with mpl3.5, fixes #1805 (#1807) @maxnoe
Fix display dl1 (#1795) @maxnoe
Fix writing FITS in fileinfo for unicode (#1789) @maxnoe
Fix TelescopeParameter for traitlets 5.1 (#1784) @maxnoe
Remove unnecessary is_simulation for ImageProcessor (#1773) @maxnoe
Remove debug prints, fixes #1764 (#1765) @maxnoe
Remove redundant test code in simtel event source test code (#1747) @maxnoe
Change REF_WIDTH to REFWIDTH to fit into 8 characters for FITS, fixes #1452 (#1753) @maxnoe
Rename function. Fix #1733. (#1734) @nbiederbeck
Fix ctapipe-merge with --allowed-tels (#1712) @nbiederbeck
Set errordef for taubin fit (#1716) @maxnoe

Documentation, Testing, and Build updates

a big change is that tests are now parallelizable, leading to faster results from the CI system.

Removing unwanted quotes for code block in readme (#1808) @vuillaut
Add note about PYTHONNOUSERSITE to README (#1806) @maxnoe
Fix deprecated keys in setup.cfg (#1804) @maxnoe
Fix several warnings during tests (#1787) @maxnoe
Unit tests: fix mutated camera geometry fixtures (#1793) @maxnoe
Build docs using two cores, fix name of step (#1781) @maxnoe
Do not use sphinx action for building docs (#1780) @maxnoe
include stage1_config.json in package (#1752) @nbiederbeck
Switch on doctests in the CI (#1731) @maxnoe
Add tests for download functions (#1763) @maxnoe
Fix docs for Path (#1758) @maxnoe
Use pypa/build for packaging (#1725) @maxnoe
Cache the test data (#1746) @maxnoe
Improve dl1 fixtures and fix test concurrency issues (#1741) @maxnoe
Parallel tests (#1740) @maxnoe
Pyflakes in CI (#1735) @maxnoe
Add citing information for version 0.11 (#1710) @LukasNickel

Contributors

@Hckjs, @HealthyPear, @LukasNickel, @kosack, @maxnoe, @nbiederbeck and @vuillaut

- Python
Published by release-drafter[bot] over 4 years ago

https://github.com/cta-observatory/ctapipe - v0.11.0

What's Changed since v0.10.5

This is a major upgrade due to the removal of some deprecated and internally unused modules and functions. We also changed the default of CameraCalibrator.apply_waveform_timeshift and invalid configuration options will now raise an error, so some configs might need updates.

One major change is that the event sources now will adapt the subarray and trigger info if allowed_tels is used.

Breaking changes

Change default of CameraCalibrator.applywaveformtimeshift to False (#1692) @maxnoe
Consistent use of allowed_tels (#1697) @LukasNickel
Raise error in CameraReadout.from_name if no corresponding file can be found (#1703) @maxnoe
Remove unused io modules, fixes #1527 (#1693) @maxnoe
Change definition of concentration_cog, fixes #1571 (#1572) @maxnoe
Transform warning into error for wrong config (#1658) @maxnoe
Remove charge resolution tools, fixes #1634 (#1646) @maxnoe

New features

Store package versions in provenance (#1685) @maxnoe
Store used simtel R1 calibration in event.monitoring (#1691) @maxnoe
Add start, stop, step to read_table (#1684) @maxnoe
Support http(s):// and dataset:// for path traitlet (#1638) @maxnoe
Add brightest_island function (#1587) @maxnoe
Allow specifying extractors per telescope, fixes #1660 (#1661) @maxnoe
Use new random API (#1708) @maxnoe
Pin sphinx to 3.5 for now (#1709) @maxnoe
Allow appending of rows to existing tables in HDF5TableWriter, fixes #1655 (#1657) @maxnoe

Bug fixes / maintenance

Fix bugs in TwoPassWindowSum and define better unit-test (#1698) @HealthyPear
Update documentation Makefile (#1705) @HealthyPear
Fix hillas intersection for "missing" telescope ids, fixes #1635 (#1702) @maxnoe
Update mailmap (#1700) @maxnoe
Fix two numpy deprecation warnings (#1704) @maxnoe
Fix pixel picking in mpl display, add test (#1701) @maxnoe
Fix dl1source (#1696) @LukasNickel
Make sure hdf5 file is closed when necessary in read_table, fixes #1694 (#1695) @maxnoe
Treat sphinx warnings as erros, fix deploy workflow name (#1686) @maxnoe
Do not use numba cache for ltslinearfit (#1680) @maxnoe
Fix syntax typo in call of TwoPassWindowSum with 2ndPass disabled (#1681) @HealthyPear
Remove DL1Writer.setup, just properly initialize in init (#1667) @maxnoe
Fix codecov missing coverage for cli tools (#1652) @maxnoe
Use tqdm.auto (#1659) @maxnoe
Require at least astropy 4.0.5, drop restriction to h5py 2.x (#1676) @maxnoe
Fix some documentation warnings (#1677) @HealthyPear
Create cache dir only when needed (#1670) @maxnoe
Use conda-forge channel in README and add some notes (#1671) @maxnoe
Update dl1writer.py docstring (#1666) @vuillaut
Fix time_delta cleaning (#1656) @LukasNickel
Update badge to 0.10.5 (#1650) @maxnoe
Generalize URL for downloading test data (#1651) @HealthyPear
Update README.rst (#1647) @orelgueta

Contributors

@HealthyPear, @LukasNickel, @maxnoe, @orelgueta and @vuillaut

- Python
Published by release-drafter[bot] about 5 years ago

https://github.com/cta-observatory/ctapipe - v0.10.5

What's Changed since v0.10.4

fix a bug in twopass extractor where the timing slope was wrong (#1639) @kosack
Add missing f-string in dl1-merge to see broken filenames, fixes #1643 (#1644) @Hckjs
Make sure each test gets a copy of event/subarray (#1637) @maxnoe

Contributors

@Hckjs, @kosack and @maxnoe

- Python
Published by release-drafter[bot] about 5 years ago

https://github.com/cta-observatory/ctapipe - v0.10.4

This is a bugfix release for ctapipe 0.10 fixing several issues with creating and reading merged DL1 files as well as a coordinate bug in the HillasIntersection together with several minor fixes.

What's Changed since v0.10.3

Show installed io plugins in ctapipe info, fixes #1540 (#1630) @maxnoe
Mixed up positions in hillas_intersection direction assignment (#1620) @ParsonsRD
List logfile and quiet help once (#1633) @nbiederbeck
Try fixing docs version (#1628) @maxnoe
Fix dl1 merge tool not writing correct metadata / stage1 not being able to read merged files (#1614) @maxnoe
Remove travis-sphinx from docs dependencies (#1622) @HealthyPear
use simpler algorithm to group telescope id ranges in info() (#1609) @kosack
Tilted groundframe conversion (#1606) @nbiederbeck

Contributors

@HealthyPear, @ParsonsRD, @kosack, @maxnoe and @nbiederbeck

- Python
Published by release-drafter[bot] over 5 years ago

https://github.com/cta-observatory/ctapipe - v0.10.3

This is a hotfix release for the 0.10 series. It fixes applying the stage1 tool and reading its output. We also updated the example configuration to contain better cleaning levels. These are however still only roughly optimized.

What's Changed since v0.10.2

fix read_table (#1605) @kosack
Update stage1 example config with new cleaning levels (#1603) @maxnoe
Fix error when my true image does not meet quality query (#1604) @maxnoe

Contributors

@kosack and @maxnoe

- Python
Published by release-drafter[bot] over 5 years ago

https://github.com/cta-observatory/ctapipe - v0.10.2

What's Changed since v0.10.1

Match data types of default values and calculated parameters (#1601) @LukasNickel
Refactor conversions, implement possibility to transform images and peak times to int (#1586) @maxnoe
Add corsikaio, fixes #1497 (#1602) @maxnoe
Traverse classes attribute in classes_with_traits to enable more complete --help-all (#1580) @maxnoe
Fix tutorial text (#1592) @LukasNickel
Add black code formatter to environment. (#1600) @nbiederbeck
Fix numpy deprecations warnings for numpy 1.20 (#1593) @maxnoe
signal extractor SlidingWindowMaxSum (#1568) @jsitarek
Remove shower max estimator, fixes #1595 (#1596) @maxnoe
Set default of event.simulation to None to accomodate observed data (#1570) @maxnoe
Cache files by full url/path (#1589) @maxnoe
Mailmap update (#1581) @maxnoe
Change DL1EventSource.is_compatible() check to meta DATA LEVEL, fixes #1578 (#1579) @Hckjs
fix bug in CameraDisplay.overlay_moments (#1590) @kosack
Add test for tailcuts with threshold arrays (#1582) @maxnoe
Faster muon reconstruction using numba (#1583) @RuneDominik
bump version of ctapipe-extra directory to v0.3.2 (#1588) @kosack
Include more submodules in docs, fix some doc warnings (#1569) @maxnoe
to support eventio 1.5 update dtype of true_image (#1585) @kosack
Fix 1566, telescope parameter cli (#1567) @maxnoe

Contributors

@Hckjs, @LukasNickel, @RuneDominik, @jsitarek, @kosack, @maxnoe and @nbiederbeck

- Python
Published by release-drafter[bot] over 5 years ago

https://github.com/cta-observatory/ctapipe - v0.10.1

This is a bug-fix and performance improvement release for v0.10.0

What's Changed since v0.10.0

Bug Fixes

Fix handling of telescope parameters from cli for string values, fixes #1559 (#1560) @maxnoe
minor fix to print each line of subarray info (#1561) @kosack
correctly print subarray info for prod5 (#1557) @kosack
Fix DL1 EventSource (#1546) @LukasNickel
Fix dl1 event source for use in tools (#1542) @maxnoe
Do not use hash in eq (#1549) @maxnoe
Update MergerTool examples, adding allowed_tels and tests. Fixes #1533 and #1534 (#1551) @Hckjs
Compare cam geom with allclose instead of exact equality (#1543) @maxnoe
Fix missing traceback in colored formatter, fixes #1528 (#1541) @maxnoe

Refactoring and Performance Improvements

Only convert to angle if not already (#1539) @maxnoe
Avoid deepcopying defaults for containers in stage1 (#1538) @maxnoe
Add cache=True to numba functions (#1537) @maxnoe
Speed up trigger time creation in SimTelEventSource (#1536) @maxnoe

Packaging and Testing

Move from travis to github actions (#1544) @maxnoe
Fix badge url (#1547) @maxnoe
Fix CI status linkes (#1550) @maxnoe
Fix minuit version to 1.x (#1553) @maxnoe
increase minimum astropy requirement to 4, fixes #1554 (#1555) @kosack
Small change to test actions on fork (#1548) @maxnoe

Contributors

@Hckjs, @LukasNickel, @kosack and @maxnoe

- Python
Published by release-drafter[bot] over 5 years ago

https://github.com/cta-observatory/ctapipe - v0.10.0.post1

v0.10.0.post1

Add v0.10.0 doi to README, test for automatic pypi deployment.

- Python
Published by maxnoe over 5 years ago

https://github.com/cta-observatory/ctapipe - v0.10.0

What's Changed since v0.9.1

DL1 file support is much improved with DL1Writer and DL1EventSource components, which together allow one to write and read DL1 data trivially. Any code that used EventSource to read data will automatically be able to read DL1 data with no change needed. R0-DL0 data can be analyzed and written to DL1 using the Tool ctapipe-stage1 and merged together using ctapipe-merge

ctapipe-extra is no longer needed (but still supported). Test files are downloaded automatically from the data server.

The analysis and calibration has been improved, with time shift corrections now applied when available, and uncertainties on Hillas parameters.

The event_source helper function was removed and you don't need to use EventSource.from_url or EventSource.from_config anymore, using EventSource('/path/to/file') will "just work" and return the compatible event source if one is available.

New Features

Dl1 event source (#1357) @LukasNickel
Dl1 merge tool (#1447) @Hckjs
Implement time_shift dl1 correction (#1463) @maxnoe
Implementation of Hillas Parameters uncertainties (#1443) @andres-baquero
Automatically Download test files (#1498) @maxnoe
Make sure getdatasetpath returns Path, fix event source test, fixes #1517 (#1519) @maxnoe
Apply time calib simtel (#1465) @maxnoe
dump CameraReadout files in ctapipe-dump-instrument (#1451) @kosack
Add --quiet/-q option and --logfile (#1310) @nbiederbeck
support user table in OpticsDescription.from_name (#1358) @kosack
Use traits for TelescopeParameter (#1473) @maxnoe
Make data volume reducer configurable for CameraCalibrator (#1392) @maxnoe
Create a DL1Writer and ImageProcessor to simplify stage1 (#1499) @kosack

API Changes

Remove redundant runarraydirection from SimulationCnfig container (#1521) @maxnoe
Remove need for fromurl / fromconfig. Remove now unneeded event_source (#1515) @maxnoe
Use enum for pixel shapes (#1491) @maxnoe
Refactor simulation event info (#1495) @kosack
Remove telswithdata, fixes #852 (#1489) @maxnoe
Remove need for add_subcomponent include subcomponents in Component.getcurrentconfig (#1444) @maxnoe

Packaging and Docs

add DOI link for v0.9.1 in readme (#1520) @kosack
Use setuptools_scm for versioning, fixes #1333 (#1334) @maxnoe
use 2020 resolver for pip installs on travis (#1501) @kosack
Update maintainer info, fixes #1466 (#1485) @maxnoe
Use eventio from conda-forge (#1486) @maxnoe
Require python >= 3.7 (#1467) @maxnoe
Bump traitlets to version 5 (#1472) @maxnoe

Bug Fixes

Add removed exclude back. (#1529) @maxnoe
Fix EventSource.__new__already calling __init__ of source (#1523) @maxnoe
Fix exclusion filter for pointing table (#1525) @maxnoe
Fix parent handling in EventSource.from_config (#1514) @maxnoe
Fix dl1 writer for observed data (#1511) @maxnoe
reduce erroneous warnings in code style checkers (#1509) @kosack
Fix naming of image -> true_image for simulated containers. (#1507) @nbiederbeck
Run tools in tmpdir during tests, do not write provlog if only help was run (#1475) @maxnoe
Make time shift corrections optional (#1492) @maxnoe
Enable setting input_url through config, fixes #1502 (#1503) @maxnoe
Add camera frame in TelescopeDescription.from_name (#1496) @maxnoe
Fix bug in h5tableto_astropy and HDF5TableWriter (#1471) @kosack
DOC: Add black pre-commit hook, fix #1410. (#1488) @nbiederbeck
Do not calculate errors on time fit parameters, fixes #1420 (#1487) @maxnoe
Fix Path.validate for None (#1481) @maxnoe
Fix enum deserialization in HDF table writer (#1483) @maxnoe
(Re)move trigger related fields from R0/R1/DL0 Container (#1477) @maxnoe
Do not write tels with trigger in pointing table (#1479) @maxnoe
Add correct frame to CameraGeometry in SubArrayDescription.from_hdf, fixes #1469 (#1476) @maxnoe
Correct pedestal before extracting the pulse, fixes #1460 (#1461) @maxnoe
remove no-longer-used EnergyRegressor and EventClassifier (#1464) @kosack
Fix missing config=True, add test so this never happens again (#1462) @maxnoe
Simplify pixel log-likelihood. (#1403) @nbiederbeck

Contributors

@Hckjs, @LukasNickel, @andres-baquero, @kosack, @maxnoe and @nbiederbeck

- Python
Published by github-actions[bot] over 5 years ago

https://github.com/cta-observatory/ctapipe - v0.9.1

This is a primarily a bugfix release, other than one new feature: ctapipe.io.astropy_helpers.h5_table_to_astropy()

What's Changed since v0.9.0

Bug Fixes

Fix loss of performance in TwoPassWindowSum (#1442) @HealthyPear
Fix rewrite subarray (#1446) @maxnoe
Return nan for non-invertible matrices in ctapipe.fitting.lts_fit (#1439) @maxnoe
Add fits option to meta.to_dict, silences warnings (#1433) @maxnoe

Features

add function to get astropy table from ctapipe hdf5 file (#1427) @kosack

other

replace Release Drafter App with Workflow (#1454) @kosack

Contributors

@HealthyPear, @kosack and @maxnoe

- Python
Published by release-drafter[bot] over 5 years ago

https://github.com/cta-observatory/ctapipe - v0.9.0

This release should be compatible with v0.8.0, but with some bug fixes, speed improvements.

Notable bug fix:

the DL1 format generated by v0.8.0 was missing the telescope trigger time, due to a bug which was fixed in this version.

API changes:

EventSeeker (which provides random access to event sources) now relies on the get_event_index() and get_event_id() methods to move between events, rather than an implicit __get__ function. Code that used it should change as follows:

previously: py3 event = seeker[12] # move to event at index 12 event = seeker["1233"] # move to event id 1233 now: py3 event = seeker.get_event_index(12) event = seeker.get_event_id(1233)

What's Changed since v0.8.0

Use lts regression instead of siegel slopes for timing parameters (#1419) @MaxNoe
add column description to attrs (#1437) @kosack
Calculate log likelihood analytically in muon intensity fit (#1390) @MaxNoe
Fix reading of optics table, write version number, fixes #1416, fixes #1359 (#1417) @MaxNoe
Remove unused code (#1378) @MaxNoe
Make reading subarray name optional, fixes reading of 0.8.0 dl1 files (#1428) @MaxNoe
Add config options to disable integration correction, fixes #1418, fixes #1376 (#1429) @MaxNoe
TailCutsDataVolumeReducer now instantiates TailCutsImageCleaner, fixes #1399 (#1404) @Hckjs
Fix writing of camera description in subarray.to_hdf, fixes #1422 (#1423) @MaxNoe
Add missing factor of 0.5 in muon efficiency fit, fixes #1377 (#1379) @MaxNoe
cosmetic change to CameraDisplay (#1409) @kosack
Read and write subarray to hdf methods (#1405) @MaxNoe
Fix CameraGeometry coordinate conversion for spherical frames (#1407) @kosack
Update EventSeeker (#1401) @watsonjj
Add support to read multiple containers from one table at once (#1374) @LukasNickel
Fix README formatting. (#1402) @nbiederbeck
Use sparse matrix approach for neighbor window sum (#1398) @MaxNoe
Override from_name for TelescopeComponent to be able to provide subarray (#1393) @MaxNoe
Mask for muons, fixes #1373 (#1389) @moralejo
Make gain_selector a trait of SimTelEventSource, fixes eventsource plugins (#1385) @MaxNoe
Add missing is_simulation guards to stage1 tool (#1386) @MaxNoe
Fix missing units of MuonEfficiencyContainer defaults (#1380) @MaxNoe
Make sure event source provides R1 or DL0, fix datalevels of SimTelEventSource (#1387) @MaxNoe
Update README (DOI + install) (#1366) @vuillaut
Improve clarity of FixedWindowSum (#1370) @watsonjj
Add support to read from prefixed columns (#1364) @LukasNickel
fix exclusion pattern that accidentally removed telswithtrigger (#1369) @kosack
Fix FACT focal length in guessing key (#1365) @MaxNoe
improve TwoPassWindowSum extractor (#1356) @kosack
numbaofislands (#1361) @MaxNoe
Compare .value of quantity to 0 in cocentration (#1363) @MaxNoe

Contributors

@Bultako, @Hckjs, @LukasNickel, @MaxNoe, @kosack, @moralejo, @nbiederbeck, @vuillaut and @watsonjj

- Python
Published by release-drafter[bot] over 5 years ago

https://github.com/cta-observatory/ctapipe - v0.8.0

Main features/changes:

ctapipe-stage1-process: standard Tool to generate DL1 outputs, along with many related changes to the internal data model
Improved/refactored calibration and ImageExtraction code (including a 2-Pass image extractor using time gradient information)
Improved/refactored Muon reconstruction code
SubarrayDescription is now accessed directly from the EventSource, rather than the event itself, and now includes a CameraDescription class that aggregates CameraGeometry and CameraReadout.
Toy model EventSource and Waveform generators
improved configuration with per-telescope (Type or ID) parameters
plus many more!

What's Changed since v0.7.0

Improve performance of concentration by 2x by stripping units internally (#1350) @MaxNoe
Use precomputed mean/std to compute skewness and kurtosis (#1349) @MaxNoe
Update mailmap (#1346) @MaxNoe
last fixes for release of v0.8 (#1348) @kosack
reformat with black (#1345) @kosack
add vitables to user environment (#1344) @kosack
Make sure unit is really a unit, use fits format (#1343) @MaxNoe
remove mcheader attributes accidentally added in merge (#1342) @kosack
DL1 writer tool (ctapipe-stage1-process) (#1163) @kosack
fix bug when ignoretelescopes was used in simtelarray (#1338) @yrenier
fix bug where image was 64-bit in case where no extraction is needed (#1339) @kosack
Fix examples, fixes #1331 (#1332) @MaxNoe
Make sure extractors return 32bit image / peak_time (#1336) @MaxNoe
use float32 for images, and validate (#1329) @kosack
Fix bokeh to version 1 (#1326) @MaxNoe
Fix hillas parameters divide by 0 warning, fixes #1327 (#1328) @MaxNoe
Rename muon containers to make naming more consistent (#1324) @MaxNoe
Add telescope trigger times, move event type to trigger (#1322) @MaxNoe
Make input_url possible as positional argument, cleanup factory tests (#1321) @MaxNoe
Calculate ring containment analytically (#1256) @MaxNoe
Add more properties to EventSource, implement for SimTelEventSource, fixes #1286 (#1313) @MaxNoe
Update tests with new ctapipe-extra, remove hessio remnants (#1318) @MaxNoe
Fix parent propagation in hdf writer (#1320) @MaxNoe
2-Pass waveform integration à-la-CTA/MARS (#1215) @HealthyPear
Calculate muon image parameters (#1316) @MaxNoe
Replace more usages of Unicode with Path (#1319) @MaxNoe
Fix writing of default image parameters container (#1311) @MaxNoe
Add missing config, parent to hdfwriter (#1312) @MaxNoe
Remove empty or misleading files (#1314) @MaxNoe
Hdf5 column order (#1308) @MaxNoe
Container Improvements and Cleanup for DL1 (#1301) @kosack
Make arguments to enumtrait consistent, rename to createclassenumtrait, fixes #1282 (#1306) @MaxNoe
Add array pointing to pointing, use .tel map (#1303) @MaxNoe
remove HESSIOEventSource (#1304) @kosack
Rename coordinates of NominalFrame and TelescopeFrame, fixes #1260 (#1299) @MaxNoe
Remove deprecated instrument from event container (#1294) @MaxNoe
Toy source (#1298) @MaxNoe
Use pointing container in examples and docs (#1296) @MaxNoe
Remove old, untested plotting code (#1297) @MaxNoe
Update documentation for CameraCalibrator and ImageExtractor (#1283) @watsonjj
Store filters and use for new datasets in HDFWriter (#1285) @MaxNoe
Added tailcuts data volume reducer (#1121) @Hckjs
Drop dead code in simtel event source (#1288) @MaxNoe
Muon intensity improvements (#1261) @MaxNoe
Remove sst1m specific containers (#1292) @MaxNoe
Update travis badge to new travis link (#1291) @MaxNoe
Fix calculation of pixel area guessing (#1290) @MaxNoe
Path improvements (#1284) @MaxNoe
CTA Reference Metadata handling (#1221) @kosack
add option to use effective focal length, fixes #1223 (#1262) @kosack
Make ImageExtractor TelescopeComponent, remove duplicated code (#1280) @MaxNoe
Add BoolTelescopeParameter, expose all options of TailCutsCleaner (#1281) @MaxNoe
Remove unused and untested muon fitting code (#1254) @MaxNoe
Fix bug in ImageExtractor and WaveformModel concerning waveform sampling rate (#1276) @watsonjj
add support of float16 in PYTABLESTYPEMAP (#1273) @vuillaut
Ignore unmentioned references (#1269) @MaxNoe
Muon refactoring (#1253) @MaxNoe
Fix tests for Tools, fixes #1214 (#1027) @dneise
Move containers from io to base (#1267) @MaxNoe
Fix input url handling in display_dl1 (#1251) @MaxNoe
Test with 3.8 (#1174) @MaxNoe
Replace muon container defaults with nan, remove redundant fields (#1248) @MaxNoe
Waveform toy model (#1244) @watsonjj
Various bug fixes and improvements in muon ring analysis (#1245) @moralejo
fix codacy badge (use cta-observatory org) (#1250) @kosack
Add pyproject toml (#1246) @MaxNoe
Created CameraDescription refactor CameraGeometry (#1241) @watsonjj
Add a Selector class for keeping track of quality cuts (#1207) @kosack
ensure command-line args have higher precedence than config options (#1168) @kosack
Cleaning for biggest cluster (#1131) @HealthyPear
Improvements to ImageExtractor wrt integration_correction and sampling rate (#1242) @watsonjj
Fix hillas width 0, fixes #772 (#1240) @MaxNoe
Replace np.power with power operator, fixes #1028 (#1239) @MaxNoe
Move pulse shape attributes from mc container to CameraGeometry (#1227) @watsonjj
Do not mutate geometry in camera display, fixes #1190 (#1237) @MaxNoe
Convert config file argument to path type, fixes #1196 (#1236) @MaxNoe
Improvement of integration_correction testing, implementation, and docstring (#1233) @watsonjj
Make subarray a required argument to CameraCalibrator and ImageExtractor (#1228) @watsonjj
Remove extractpulsetimearoundpeak (#1234) @watsonjj
Fix bokeh viewer for new bokeh version (#1232) @MaxNoe
Fix array display for mpl 3.2, fixes #1229 (#1231) @MaxNoe
Add Monitoring container to MC data (#1115) @FrancaCassol
Fix TelescopeParameter config, bug #1216 (#1218) @kosack
fix #1217 by removing unused _hyperbinning() function (#1219) @kosack
bump astropy version requirement to allow v4.0 (#1213) @kosack
Fixes for astropy 4.x (#1212) @kosack
Pypi upload (#1208) @MaxNoe
add Taubin fit (#1154) @momorning
Add guessing MAGIC telescope (#1206) @adonini
configurable image cleaners (#1201) @kosack
remove deprecation warning: replace log.warn --> log.warning (#1204) @dneise
add helper function, might be nice for parametrized tests (#1203) @dneise
Create CODEOWNERS (#1151) @watsonjj
colorbar default axes as CameraDisplay.axes (#1193) @vuillaut
Add directions to GroundFrame docstring as described in #1183 (#1185) @nbiederbeck
fix typo in contributors for release drafter (#1189) @vuillaut
Update ImageExtractors to utilise TelescopeParameters (#1155) @watsonjj
Extra TelescopeParameter use cases (#1175) @watsonjj
Return global value from TelescopeParameterLookup when passed None (#1173) @watsonjj
Scalar default values in TelescopeParameter (#1171) @watsonjj
Fixes for CameraCalibrator and extractaroundpeak (#1172) @watsonjj
Remove inheritance on list for TelescopeParameterList (#1162) @watsonjj
Add application of DL1 charge calibration to CameraCalibrator (#1160) @watsonjj
Enable access to subarray information from file before event loop (#1157) @watsonjj
Add sampling_rate to instruments description (#1142) @watsonjj
Combine sample loops (#1146) @watsonjj
Update eventio version in setup.py (#1169) @watsonjj
Move gain selection from CameraCalibrator to EventSource (#1167) @watsonjj
Add resolving to the TelescopeParameter (#1158) @watsonjj
Pointing container (#1141) @vuillaut
fixed bug in TelescopeParameterResolver (#1156) @kosack
Add instructions for Slack (#1152) @watsonjj
increase nbsphinx cell timeout (#1153) @kosack
added DOI for release v0.7.0 (#1150) @kosack
Improvements to Container classes (#1123) @kosack
Improve extractpulsetimearoundpeak to ignore negative samples (#1143) @watsonjj
Remove 3-dimension extractors (#1144) @watsonjj
Add provenance.log to .gitignore (#1145) @watsonjj
Also test ctapipe with a pure pip installation (no conda) (#1137) @MaxNoe
Fix/core tool (#1124) @kosack
Fix unit error in SkewedGaussian toymodel (#1120) @MaxNoe
TelescopeParameter Trait (#1129) @kosack
Use astropys own version of quantity_approx (#1128) @MaxNoe
Ci warnings (#1136) @MaxNoe
Fix dtype of island labels (#1134) @MaxNoe
Use count_nonzero instead of sum for bool arrays (#1133) @MaxNoe
a few small random cleanups (#1126) @kosack
ensure gain selection returns uint8, not 64-bit int (#1125) @kosack
timing_parameters cleaning mask (#1119) @vuillaut

Contributors

@FrancaCassol, @Hckjs, @HealthyPear, @MaxNoe, @adonini, @dneise, @kosack, @momorning, @moralejo, @nbiederbeck, @vuillaut, @watsonjj and @yrenier

- Python
Published by release-drafter[bot] about 6 years ago

https://github.com/cta-observatory/ctapipe - v0.7.0

What's Changed since v0.6.2

This is a major release with breaking API changes from the 0.6.x series. Scripts using ctapipe-0.6.x may need to be updated.

Notable API changes:

gain-channel selection is applied at the DL1 level, so event.dl1.tel[i].image is now 1D (whereas before it was 2D, with the first index as the gain channel)
removed Factory classes (factories now in constructor)
EventSources are now constructed using EventSource.from_url() or EventSource.from_config(), thought the convenience function event_source() still works as before.
The default EventSource for MC data is now the SimTelEventSource instead of HESSIOEventSource. This means libhessio is no longer required, as SimTelEventSource uses a pure-python implementation called pyeventio.
Other EventSources are now plug-ins that are automatically detected if installed.
the camera calibration code and ChargeExtractor have been totally re-factored and simplified. Note that it's lower-level API has thus changed.
ctapipe-extra is not longer strictly required to be installed (though some functionality will not work if it is not installed like constructing a CameraGeometry from name if no CTAPIPESVCPATH is set by the user).
New EngineeringCameraFrame coordinate system that allows one to draw a camera as it would look when parked (rather than the standard SimTelArray coordinate system).
naming scheme for telescopes has changed in the instrument module (it is now <optics type>_<optics_subtype>_<camera type>, e.g. LST_LST_LSTCam or SST_ASTRI_CHEC)

Improvements:

ctapipe no longer needs any compilation (the c code in CameraCalibrator has been removed and replaced with Numba functionality for speed and maintainability improvements), which means the package can be made architecture-independent (though python must generate the *.pyc files on install, which takes a bit longer)
HDF5TableWriter now can write tables to any group(s) in an HDF5 file, and can optionally append prefixes to the output columns of a Container (e.g. width → hillas_width)
HillasReconstructor now supports non-parallel (e.g. divergent or convergent) pointings
many speed improvements for calibration and neighbor matrix operations.
New tailcuts (picture/boundary) function for multiple nearest-neighbor cleaning (MARS-like)

Detailed Changelog

Clean up setup.py (#1118) @kosack
remove unused dependencies in environment.yml (#1113) @vuillaut
Reduce numba signatures to improve import time (#1108) @watsonjj
Remove unused utils (#1112) @MaxNoe
Add method to read bright star catalog and find bright stars in sky region (#1105) @moritzhuetten
Add Fields to calibration containers (#1111) @FrancaCassol
Reconstruction fix (also for Divergent Pointing) (#946) @thomasgas
updated AUTHORS with latest mailmap (#1107) @kosack
Restore applytimedelta_cleaning as a public method (#1106) @watsonjj
Update mailmap (#1103) @MaxNoe
Add uncertainties to TimingParemeters (#1101) @MaxNoe
Close simtel eventsource in exit (#1104) @MaxNoe
Delete .coverage.dapmcw186.24220.071001 (#1099) @cdeil
First version of the MARS tailcut (1st pass) (#1096) @HealthyPear
Add gain selection to calibration chain (#1095) @watsonjj
Added my emails to mailmap (#1098) @HealthyPear
Restore returning selected channels in gain selection (#1094) @watsonjj
Refactoring of GainSelector (#1093) @watsonjj
Integer hdftable (#1089) @MaxNoe
Add EngineeringCameraFrame (#1085) @MaxNoe
Coordinates notebook pr (#1075) @MaxNoe
Fix HillasReconstructor in case of too few telescopes (#994) @LukasNickel
Fix writing of booleans, fixes #1082 (#1083) @MaxNoe
Add deviation parameter to timing_parameters (#1079) @watsonjj
Fix broken telescope id string, Fixes #1058 (#1069) @kosack
Improvements to Tool and Component functionality (#1052) @kosack
Allow tables in arbitrarily deep hdf5 groups (#1068) @kosack
Set python_requires in setup.py (#1074) @MaxNoe
Camera calibration code (#1067) @FrancaCassol
adding support for int8 in PYTABLESTYPEMAP (#1072) @vuillaut
normalize index column name in subarray table (#1065) @kosack
Fix HDF5TableWriter to ensure user-defined col transforms are applied (#1060) @kosack
Update eventio to 0.20 (#1062) @MaxNoe
Fix number of mirrors, fixes #1057 (#1061) @MaxNoe
Consolidate camera calibration in a single class (#1048) @watsonjj
Use sparse matrix to calculate neighbormatrixwhere (#1056) @MaxNoe
Cache camera geometries by camera name (#1054) @MaxNoe
Suggestion: Retire CameraR1Calibrator (#1046) @watsonjj
Create numba ufunc for sum of samples within charge extraction window (#1038) @watsonjj
Implement nan-handling like matplotlib high-level api (#1050) @MaxNoe
Fix See Also docs for sphinx 2 (#1051) @MaxNoe
Create improved algorithm for pulse time (#1045) @watsonjj
Update bokeh plotters to handle nan (#1039) @watsonjj
Fix passing config to CameraCalibrator (#1042) @watsonjj
Replace WaveformCleaner and ChargeExtractor with WaveformExtractor (#1033) @watsonjj
Only detect plugins when they need to exist in global (#1036) @watsonjj
Make ctapipe-extra truly optional (#1002) @MaxNoe
Fix for TargetIOR1Calibrator (#1035) @watsonjj
Replace C function getsumarray with a Numba implementation (#1032) @watsonjj
ChargeExtractor tests and simplification (#1023) @watsonjj
allow enums in containers and support in tableio (#978) @dneise
Add tests to Tools to check that help message works (#1034) @watsonjj
Fix neighbors (#1015) @MaxNoe
Fix component docs (#1016) @MaxNoe
Remove targetio event source and calibrator (#1012) @MaxNoe
remove sst1meventsource (#1011) @dneise
Update requirements (#1008) @MaxNoe
Use conda packages instead of pip (#989) @kosack
Fix traitlets config (#998) @MaxNoe
Use new conda syntax for activate (#999) @MaxNoe
Set defaults only for fields not passed in init (#1001) @MaxNoe
Remove LSTEventsource, (#992) @MaxNoe
Remove nectarcam event source, now in ctapipeionectarcam (#993) @MaxNoe
Refactor toymodel, add SkewedGaussian (#996) @MaxNoe
Refactor instrument module (#982) @MaxNoe
fixed bug in coordinate transformation (#997) @seinecke
Pass allowed_tels down to eventio in simtel event source (#987) @MaxNoe
Add missing imports for event sources (#991) @MaxNoe
Waveform cleaner (#973) @FrancaCassol
Moved a bunch of examples to tools (#955) @kosack
Use eventio v0.17.1 (#966) @dneise
Remove HorizonFrame and use AltAz directly from astropy, fixes #949 (#975) @MaxNoe
Move getshowercoordinates to hillas, fixes #934 (#976) @MaxNoe
Fix setlinehillas (#974) @kpfrang
Alternative Take on Factories (#916) @dneise
Passing masked array to hillas_parameters (#969) @watsonjj
make pyhessio not necessary for normal users (#957) @dneise
Do not call everything stable (#956) @MaxNoe
Avoid underscore replacement empty prefixes. (#951) @kbruegge
Improve Component argument consistency (#947) @watsonjj

- Python
Published by release-drafter[bot] almost 7 years ago

https://github.com/cta-observatory/ctapipe - v0.6.2

Algorithmic Changes:

Fixes major bug in impact-parameter reconstruction where an incorrect value was calculated in the case of diffuse simulations

What's Changed since v0.6.1

Fix unknown section example warning (#800) @MaxNoe
fixed ranges of cam-display so they correspond to fixed toymodel sims (#808) @kosack
Implement number of islands (#801) @LukasNickel
fix package name for yaml (should be pyyaml) (#810) @kosack
fix ctapipe build failure (#811) @kosack
Add test that shows slicing breaks cam geom and fix it (#782) @MaxNoe
freeze ctapipe-extra to version 0.2.14 since 0.2.15 has a bug (#815) @kosack
Bokeh plotter (#714) @watsonjj
scaling factor in muon_integrator (#774) @AMWMitchell
quick fix of example coordinate_transformation (#816) @thomasarmstrong
Modifying check_calib.ipynb to work with the new CameraCalibrator API (#814) @vuillaut
Fix impact reco, fixes #828, #829 (#830) @MaxNoe
First version of notebook for LST analysis bootcamp (#825) @MaxNoe
Fix warning about already closed hessio file (#834) @MaxNoe
fix errordef > 0. (#839) @rlopezcoto
Add test how it should be (#842) @MaxNoe
Use sparse neighbor matrix (#826) @MaxNoe
SimTelEventSource using pyeventio (#864) @MaxNoe
Fix subarray peek. No more warnings. (#841) @thomasgas
Add .mailmap (#894) @MaxNoe
Add scikit learn to install requires (#877) @dneise
Additional metadata from pyhessio (#895) @dneise
Cleaning the ctapipe folder. (#892) @thomasgas
Remove flow submodule (got moved to its own package) (#893) @MaxNoe
remove config=None, tool=None in some tests (#897) @dneise
Implemented FACT image cleaning (#862) @LukasNickel
Updates of NectarCam and LSTCam real data eventsource class (#812) @FrancaCassol
Fix a few test warnings (#902) @MaxNoe
Fix SST-1M to be DC and not SC. Solves #905 (#908) @thomasgas
Import bokeh.palletes correctly, fixes #911 (#912) @MaxNoe
Do not set autodownload, fixes doc build (#910) @MaxNoe
Fix docstring of EventSeeker, fixes #768 (#914) @MaxNoe
Remove all hillas_paramters but version 5, fixes #866 (#904) @MaxNoe
deleted summary.html - accidentally committed file (#919) @kosack
Remove serializer, fixes #887 (#913) @MaxNoe
Charge Resolution Update (#827) @watsonjj
remove optional deps in order to fix tests (#925) @dneise
Prefix containers (#833) @MaxNoe
speed up iscompatible; makes eventsource factory faster (#927) @dneise
Major coordinate refactoring, fixes #899, #900, #505, #416 (#896) @MaxNoe
Print duration of notebooks on travis (#928) @dneise
clean up environment.yml (#932) @kosack
cleanup examples/notebooks to increase test speed (#933) @kosack
fix pandas to 0.23.4 for the time being (#937) @dneise
fix bug where wrong value was filled for nummirrortiles (#939) @kosack
Add additional tests to Component (#935) @watsonjj
Add getpixelid method (#918) @moritzhuetten
fixed examples that use pandas to read hdf5 (#940) @kosack
Example notebooks in Sphinx documentation (#941) @kosack
Correct filling of photoelectronimage container in SimtelEventSource (#943) @watsonjj
replace "make develop" with "pip install -e ." (#945) @dneise
Added additional MC header information (#921) @LukasNickel
Rename averagesize to averageintensity (#953) @mackaiver
Filter HorizonFrame warnings during reconstruction (#954) @mackaiver
modernize formatting code for python 3.6+ (#944) @kosack

- Python
Published by release-drafter[bot] over 7 years ago

https://github.com/cta-observatory/ctapipe - v0.6.1

What's Changed since v0.6.0

Fix broken build (#743) @kosack
Add example script for a simple event writer (#746) @jjlk
Fix camera axis alignment in HillasReconstructor (#741) @mackaiver
Lst reader (#749) @FrancaCassol
replace deprecated astropy broadcast (#754) @mackaiver
A few more example notebooks (#757) @kosack
Add MC xmax info (#759) @mackaiver
Use Astropy Coordinate Transofmations For Reconstruction (#758) @mackaiver
Trigger pixel reader (#745) @thomasarmstrong
Change requested in #742: init Hillas skewness and kurtosis to NaN (#744) @STSpencer
Fix call to np.linalg.leastsq (#760) @kosack
Fix/muon bugs (#762) @kosack
Implement hillas features usen eigh (#748) @MaxNoe
Use HillasParametersContainer only (#763) @MaxNoe
Regression features in RegressorClassifierBase (#764) @vuillaut
Adding an example notebook no how to convert hex geometry to square and back (#767) @vuillaut
Wrong angle in ArrayDisplay. changed phi to psi. (#771) @thomasgas
Unstructured interpolator (#770) @ParsonsRD
Lst reader (#776) @FrancaCassol
Fixing core reconstruction (#777) @kpfrang
Leakage (#783) @MaxNoe
Revert "Fixing core reconstruction" (#789) @kosack
Fixing the toy image generator (#790) @MaxNoe
Fix bad builds by changing channel name (missing pyqt package) (#793) @kosack
Implement concentration image features (#791) @MaxNoe
updated main documentation page (#792) @kosack
Impact intersection (#778) @mackaiver
add test for sliced geometries for hillas calculation (#781) @mackaiver
Simple HESS adaptations (#794) @ParsonsRD
added a config file for github release-drafter plugin (#795) @kosack
Array plotting (#784) @thomasgas
Minor changes: mostly deprecationwarning fixes (#787) @mireianievas
Codacy code style improvements (#796) @dneise
Add unit to h_max in HillasReconstructor (#797) @jjlk
speed up unit tests that use test_event fixture (#798) @kosack
Update Timing Parameters (#799) @LukasNickel

- Python
Published by release-drafter[bot] over 7 years ago

https://github.com/cta-observatory/ctapipe - v0.6.0

This is an interim release, after some major refactoring, and before we add the automatic gain selection and refactored container classes. It's not intended yet for production.

Some Major changes since last release:

new EventSource class hierarchy for reading event data, which now supports simulation and testbench data from multiple camera prototypes (notably CHEC, SST-1M, NectarCam)
new EventSeeker class for (inefficient) random event access.
a much improved Factory class
re-organized event data structure (still evolving) - all scripts not in ctapipe must be changed to work with the new data items that were re-named (a migration guide will be given in the 0.7 release)
better HDF5 table output, supporting merging multiple Containers into a single output table
improvements to Muon analysis, and the muon example script
improvements to the calibration classes
big improvements to the Instrument classes
lots of cleanups and bug fixes
much more...

- Python
Published by kosack about 8 years ago

https://github.com/cta-observatory/ctapipe - v0.5.2

- Python
Published by kosack almost 9 years ago

https://github.com/cta-observatory/ctapipe - instrument restructuring

instrument module now has much more rich functionality (SubarrayDescription, TelescopeDescription, OpticsDescription classes added
no more need to construct CameraGeometry and others manually, they are created in the hessio_event_source
all new code should use event.inst.subarray
the old inst.tel_pos, inst.optics_foclen, etc, will be phased out in the next point release (but still exist in this release)

- Python
Published by kosack almost 9 years ago

https://github.com/cta-observatory/ctapipe - ready for sensitivity plots

Lots of improvements and bug fixes, some highlights listed below.

Major framework changes:

removed astropyhelpers and ctapipeextras sub-repos (the latter is now a seprate module)
improved setup, versioning, and package system
improved documentation
working unit tests
support for travisCI documentation builds
simplified instrument module
faster and more unified CameraGeometry, with support for cameras in FITS files
basic provenance system to record input/output/parameter metadata
improved coordinate systems
event-wise HDF5 table io
improved camera and array displays
ctapipe-dump-instrument tool

Major algorithm changes:

complete Muon analysis
complete Hillas reconstruction (HillasReconstructor)
energy estimation with machine learning
ImPACT reconstruction and fast table interpolation
cleaned up ChargeExtractors and WaveFormCleaners
simplified calibration (and added CameraCalibrator helper)

- Python
Published by kosack almost 9 years ago

https://github.com/cta-observatory/ctapipe - v0.4.0

API Changes

New Container structure that follows CTA data levels better

All Changes:

0.4.0 / 2017-03-13

updated conda environment.yml and setup instructions to use it
add History.md
update notebook
add example provenance notebook
add Provenance.clear() method
revert .9 -> .1
forgot adding this file to staging
removed rotation of astri cameras
typo
moved uncertainty from predict to fitcorecrosses
add automatic provenance in Tool and io
added uncertainty on position fit
fixed missing camera rotation
fix bug in ctapipe-dump-triggers tool
use Singleton metaclass for provenance
refactoring
separate activity provenance from global provenance
cleanups to proveance class and core init
update provenence
mini change in doc string
first attempt at system provenance and time sampling
Corrected tests for charge_resolution
Corrected example cmdline arguments
some updates to example notebooks
Corrected r0 to dl0
merge and apply fixes to PR#284
Replaced event.dl0 calls to event.r0
small fix to example
add --all option to ctapipe-info
fix broken --dependencies option in ctapipe-info
fix in camera_rotation
fix bug in CameraDisplay
mask in geometry now uses bools instead of int
minor camera display update
use cta-observatory conda channel for pyhessio install
remove version cache from git repo and make sure it's in .gitignore
improve camdemo tool
add version cache to gitignore
remove import of unused npLinAlgError
replaced least chi2 calculation with numpy build-in
stuff
Added pedestalpath and tfpath to CameraR1CalibratorFactor, as real cameras require these separate files for calibration
Corrected bug in Factory
When saving the pickle file, the directory will created if it doesn't exist
Some refactoring
Update Charge Resolution
Small change to how integration window is plotted
Included extra external children
Corrected container
Corrected @observe logging
Corrected container for DL0
Updated examples/display_integrator.py to use new calibration steps
Updated calibration pipeline to use new calibration steps
Renamed examples/dl1calibration.py back to examples/calibrationpipeline.py as it now contains the whole calibration chain from r0 to dl1
Corrections to pass tests
Added tests for calibrators
Removed calibrate_source
Corrected check*exists
Renamed test files Renamed MCR1Calibrator to HessioR1Calibrator
Created function check*exists in each calibration step to allow them to be ran even if the data has been read at a later calibration step
Created dl0.py to handle to data volume reduction in the conversion from r1 to dl0. Created reductors.py to contain the date volume reductors that can be passed as an argument to CameraDL0Reducer in dl0.py.
Corrected r1.py to loop through all telescopes that have data in the event
Removed dl0 correction for mc files - this is now handled by r1.py
Removed mc.py and mycam.py as they do not fit in the new calib methodology
Created r1 calibrator component - should replace mc.py
Added origin attribute to EventFileReader class - useful for components that depend on the file type
Updated docstring
Renamed ctapipe/calib/camera/calibrators.py to ctapipe/calib/camera/dl1.py
Removed clearing of dl2
Imported external classes that should be included in the factory
Refactored dl0 container to r0 container Created new containers: r1 (containing r1 calibrated data) and dl0 (containing data volume reduced data)

- Python
Published by kosack about 9 years ago

Recent Releases of https://github.com/cta-observatory/ctapipe

https://github.com/cta-observatory/ctapipe - v0.26.0 – 2025-06-06

Summary

Contributors

What has changed since v0.25.1

New features

Bug Fixes

Maintenance

https://github.com/cta-observatory/ctapipe - v0.25.1 – 2025-04-28

Summary

Contributors

Bug Fixes

https://github.com/cta-observatory/ctapipe - v0.25.0 – 2025-04-16

Summary

Contributors

What has changed since v0.24.0

Bug Fixes

Maintenance

https://github.com/cta-observatory/ctapipe - v0.24.0 – 2024-04-01

Summary

Contributors

What has changed since v0.23.2

New features

Bug Fixes

Maintenance

https://github.com/cta-observatory/ctapipe - v0.23.2 – 2025-01-21

Summary

Contributors

What has changed since v0.23.1

Bug Fixes

Maintenance

https://github.com/cta-observatory/ctapipe - v0.23.1 – 2024-12-05

Summary

Contributors

What has changed since v0.23.0

Maintenance

https://github.com/cta-observatory/ctapipe - v0.23.0 – 2024-11-20

Summary

Contributors

What has changed since v0.22.0

New features

Bug Fixes

https://github.com/cta-observatory/ctapipe - v0.22.0 – 2024-09-13

Summary

Contributors

What has changed since v0.21.2

New features

Maintenance

https://github.com/cta-observatory/ctapipe - v0.21.2 – 2024-06-27

Summary

Contributors

What has changed since v0.21.1

New features

Maintenance

https://github.com/cta-observatory/ctapipe - v0.21.1 – 2024-05-15

Summary

Contributors

What has changed since v0.21.0

Maintenance

https://github.com/cta-observatory/ctapipe - v0.21.0 – 2024-04-26

Summary

Contributors

What has changed since v0.20.0

New features

API Changes

Data Model Changes

Bug Fixes

Refactoring and Optimization

Maintenance

https://github.com/cta-observatory/ctapipe - v0.20.0 – 2023-09-11

Summary

Contributors

What has changed since v0.19.3

New features

API Changes

Data Model Changes

Bug Fixes

Maintenance

https://github.com/cta-observatory/ctapipe - v0.19.3 – 2023-06-21

Summary