From c787d6a19906c080f72b754dfa976dbe4fe3de3c Mon Sep 17 00:00:00 2001 From: Ismael Mendoza Date: Tue, 15 Aug 2023 10:54:47 -0400 Subject: [PATCH 1/6] fix badges --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index ed771bd5..643f32aa 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,8 @@ # BlendingToolKit -![tests](https://github.com/LSSTDESC/BlendingToolKit/workflows/tests/badge.svg) -![tests](https://github.com/LSSTDESC/BlendingToolKit/workflows/docs/badge.svg) +[![tests](https://github.com/LSSTDESC/BlendingToolKit/actions/workflows/pytest.yml/badge.svg?branch=main)](https://github.com/LSSTDESC/BlendingToolKit/actions/workflows/pytest.yml) [![notebooks](https://github.com/LSSTDESC/BlendingToolKit/actions/workflows/notebooks.yml/badge.svg?branch=main)](https://github.com/LSSTDESC/BlendingToolKit/actions/workflows/notebooks.yml) +[![docs](https://github.com/LSSTDESC/BlendingToolKit/actions/workflows/docs.yml/badge.svg?branch=main)](https://github.com/LSSTDESC/BlendingToolKit/actions/workflows/docs.yml) [![codecov](https://codecov.io/gh/LSSTDESC/BlendingToolKit/branch/main/graph/badge.svg)](https://codecov.io/gh/LSSTDESC/BlendingToolKit) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white)](https://github.com/pre-commit/pre-commit) From 7b932654c0d03e045d0f70d5a65a6f5681bc582b Mon Sep 17 00:00:00 2001 From: Ismael Mendoza Date: Tue, 15 Aug 2023 10:55:22 -0400 Subject: [PATCH 2/6] bug tracker points to correct place now --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index b9b6bb2b..18f1a691 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -29,7 +29,7 @@ repository = "https://github.com/LSSTDESC/BlendingToolKit" homepage = "https://lsstdesc.org/BlendingToolKit/index.html" [tool.poetry.urls] -"Bug Tracker" = "https://github.com/python-poetry/poetry/issues" +"Bug Tracker" = "https://github.com/LSSTDESC/BlendingToolKit/issues" [tool.poetry.dependencies] numpy = ">=1.22" From 1d3e5c8a12dffbd68b695edd529d487d6a9c069e Mon Sep 17 00:00:00 2001 From: Ismael Mendoza Date: Tue, 15 Aug 2023 11:08:42 -0400 Subject: [PATCH 3/6] add version flag to prevent confusion for now --- README.md | 5 +++-- docs/source/install.rst | 7 +++---- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 643f32aa..b34d9dca 100644 --- a/README.md +++ b/README.md @@ -24,14 +24,15 @@ To get started with BTK check at our quickstart notebook at: `notebooks/00-quick btk workflow -- In red are the BTK objects that can be customized in various ways by BTK users. +In red are components of the BTK pipeline that are intended to be easily customized by users to meet their +science needs. ## Installation BTK is pip installable, with the following command: ```bash -pip install blending_toolkit +pip install blending-toolkit==1.0.0b1 ``` In case of any issues and for details of required packages, please see the more detailed installation instructions [here](https://lsstdesc.org/BlendingToolKit/install.html). diff --git a/docs/source/install.rst b/docs/source/install.rst index 57744148..66f858c8 100644 --- a/docs/source/install.rst +++ b/docs/source/install.rst @@ -37,9 +37,9 @@ Once you installed ``galsim``, you can install the latest released version of `` .. code-block:: - pip install blending_toolkit + pip install blending-toolkit==1.0.0b1 -This should install all other missing dependencies if necessary. You can then import the package as follows: +The version flag is necessary as the latest version is a pre-release. This command should install all other missing dependencies if necessary. You can then import the package as follows: .. code-block:: python @@ -48,8 +48,7 @@ This should install all other missing dependencies if necessary. You can then im Scarlet ------------------------------ -BTK includes the Scarlet deblender as one of its ``Deblender`` classes. This means that you -can easily run the scarlet deblender on BTK blends. +BTK includes the Scarlet deblender as one of its ``Deblender`` classes. This means that you can easily run the scarlet deblender on BTK blends. First you need to install scarlet, this is not by default installed with BTK as scarlet is not in pypi. You can install scarlet by following the instructions here: ``_. 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zatbp7?Y!IJIWIuLuuvVdL(OuU2(5c-rBOg^W4Yo*%-7M;!1$64v5g6(rR?!bj(8s@ z(!1FA-t|EC3z{KTR8+HhsVi29&hd7p5WUZ6UqRmnr{ex&yKLY2$WMX8mn6mLRSuK0 zuX*pHUs!f$ea7`&ed&aRo0>kdXr{+&U*Q->j`9%F3$=$@<*CY>@=R^Z2cUu#uHde+ zq&n4ItN;@ zeEfe%T3uRMpNYVK>=L%R3jddq|G(C5|F^XN_v}uS>b|`mfNy-1~T8zmo b|3iCxV%j+EgDmt(f1FU&`t!w+bJzX{ Date: Tue, 15 Aug 2023 11:23:35 -0400 Subject: [PATCH 5/6] add very short example in REAMDE --- README.md | 57 +++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 57 insertions(+) diff --git a/README.md b/README.md index b34d9dca..17aed6ed 100644 --- a/README.md +++ b/README.md @@ -27,6 +27,63 @@ To get started with BTK check at our quickstart notebook at: `notebooks/00-quick In red are components of the BTK pipeline that are intended to be easily customized by users to meet their science needs. +## Code example + +In what follows we illustrate how to use BTK to generate blended images, run a deblended on them, and +evaluate the performance of the deblender using metrics. For more details on this example see our +quick-start notebook at: `notebooks/00-quickstart.ipynb` + +```python +import btk + +# setup CATSIM catalog +catalog_name = "../data/input_catalog.fits" +catalog = btk.catalog.CatsimCatalog.from_file(catalog_name) + +# setup survey parameters +survey = btk.survey.get_surveys("LSST") + +# setup sampling function for determining how to put together galaxies in catalog +# to create blends. +stamp_size = 24.0 +sampling_function = btk.sampling_functions.DefaultSampling( + catalog=catalog, max_number=5, max_mag=25.3, stamp_size=stamp_size +) + +# setup generator to create batches of blends +batch_size = 100 + +draw_generator = btk.draw_blends.CatsimGenerator( + catalog, sampling_function, survey, batch_size, stamp_size +) + +# get bacth of blends +blend_batch = next(draw_generator) + +# setup deblender (we use SEP in this case) +deblender = SepSingleBand(max_n_sources=5, # same as above + use_band=2 # measure on 'r' band + ) + +# run deblender on generated blends +deblend_batch = deblender(blend_batch) + +# setup matcher +matcher = PixelHungarianMatcher(pixel_max_sep=5.0 # maximum separation in pixels for matching +) + +# match true and predicted catalogs +truth_catalogs = blend_batch.catalog_list +pred_catalogs = deblend_batch.catalog_list +matching = matcher(true_catalog_list, pred_catalog_list) # matching object + +# compute detection performance on this batch +recall = btk.metrics.detection.Recall(batch_size) +precision = btk.metrics.detection.Precision(batch_size) +print("Recall: ", recall(matching.detected, matching.matched)) +print("Precision: ", precision(matching.detected, matching.matched)) +``` + ## Installation BTK is pip installable, with the following command: From 05d1f9ec190175a7da525eb711acb1c4eaff9c91 Mon Sep 17 00:00:00 2001 From: Ismael Mendoza Date: Tue, 15 Aug 2023 11:24:29 -0400 Subject: [PATCH 6/6] small modification --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 17aed6ed..e3426e71 100644 --- a/README.md +++ b/README.md @@ -43,8 +43,8 @@ catalog = btk.catalog.CatsimCatalog.from_file(catalog_name) # setup survey parameters survey = btk.survey.get_surveys("LSST") -# setup sampling function for determining how to put together galaxies in catalog -# to create blends. +# setup sampling function +# this function determines how to organize galaxies in catalogs into blends stamp_size = 24.0 sampling_function = btk.sampling_functions.DefaultSampling( catalog=catalog, max_number=5, max_mag=25.3, stamp_size=stamp_size

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