From 6e4f5e333fc969be57091292e122bc05897bb833 Mon Sep 17 00:00:00 2001 From: simon Date: Tue, 6 Sep 2022 22:17:22 -0400 Subject: [PATCH 01/15] added codecov badge --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b0b820..81fb237 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,7 @@ # TripleSpec Focus Calculator [![TripleSpec Focus](https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-package.yml/badge.svg)](https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-package.yml) +[![codecov](https://codecov.io/gh/soar-telescope/triplespec_focus/branch/main/graph/badge.svg?token=S6Y6R7AQNY)](https://codecov.io/gh/soar-telescope/triplespec_focus) [![Upload to PYPI](https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-publish.yml/badge.svg)](https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-publish.yml) [![Documentation Status](https://readthedocs.org/projects/triplespec-focus/badge/?version=latest)](https://triplespec-focus.readthedocs.io/en/latest/?badge=latest) [![pypi](https://img.shields.io/pypi/v/triplespec_focus.svg?style=flat)](https://pypi.org/project/triplespec-focus/) From 938c78b7342719e4762698cfb5830be1adf0c36f Mon Sep 17 00:00:00 2001 From: simon Date: Tue, 6 Sep 2022 22:20:51 -0400 Subject: [PATCH 02/15] fixed import issues --- triplespec_focus/triplespec_focus.py | 4 ++-- triplespec_focus/utils.py | 8 +++----- 2 files changed, 5 insertions(+), 7 deletions(-) diff --git a/triplespec_focus/triplespec_focus.py b/triplespec_focus/triplespec_focus.py index 30620a3..7f94afa 100644 --- a/triplespec_focus/triplespec_focus.py +++ b/triplespec_focus/triplespec_focus.py @@ -6,7 +6,6 @@ import matplotlib.cm as cm import matplotlib.pyplot as plt import numpy as np -import pandas as pd from astropy.modeling import Model from astropy.modeling import fitting, models @@ -16,6 +15,7 @@ from ccdproc import CCDData from pandas import DataFrame +from pandas import concat from pathlib import Path from photutils import DAOStarFinder from photutils import CircularAperture @@ -159,7 +159,7 @@ def __call__(self, if photometry is not None: all_photometry.append(photometry) - self.sources_df = pd.concat(all_photometry).sort_values(by='focus').reset_index(level=0) + self.sources_df = concat(all_photometry).sort_values(by='focus').reset_index(level=0) self.sources_df['index'] = self.sources_df.index if self.debug_plots: # pragma: no cover diff --git a/triplespec_focus/utils.py b/triplespec_focus/utils.py index 4c413b3..3d713a9 100644 --- a/triplespec_focus/utils.py +++ b/triplespec_focus/utils.py @@ -1,13 +1,11 @@ -import argparse import copy import os import logging import numpy as np import numpy.ma as ma -import pandas as pd -from argparse import Namespace +from argparse import ArgumentParser, Namespace from astropy.visualization import ZScaleInterval from ccdproc import CCDData @@ -48,7 +46,7 @@ def circular_aperture_statistics(ccd: CCDData, def get_args(arguments: Union[List, None] = None) -> Namespace: - parser = argparse.ArgumentParser( + parser = ArgumentParser( description="Get best focus value using a sequence of images with " "different focus value" ) @@ -148,7 +146,7 @@ def get_best_image_by_peak(file_list: List, saturation_level: float = 40000., fo else: log.debug(f"Rejected masked value {np_max} from file {f}") - df = pd.DataFrame(data, columns=['file', 'peak', 'focus']) + df = DataFrame(data, columns=['file', 'peak', 'focus']) best_image = df.iloc[df['peak'].idxmax()] log.info(f"Best Image: {best_image.file} Peak: {best_image.peak} Focus: {best_image.focus}") From fd3d4fa89d47587d5fbc95f6818e8c1dd022fca1 Mon Sep 17 00:00:00 2001 From: simon Date: Tue, 6 Sep 2022 22:28:21 -0400 Subject: [PATCH 03/15] removed LGTM badges and put CodeQL --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 81fb237..9b6d7bf 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ [![Upload to PYPI](https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-publish.yml/badge.svg)](https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-publish.yml) [![Documentation Status](https://readthedocs.org/projects/triplespec-focus/badge/?version=latest)](https://triplespec-focus.readthedocs.io/en/latest/?badge=latest) [![pypi](https://img.shields.io/pypi/v/triplespec_focus.svg?style=flat)](https://pypi.org/project/triplespec-focus/) -[![Total alerts](https://img.shields.io/lgtm/alerts/g/soar-telescope/triplespec_focus.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/soar-telescope/triplespec_focus/alerts/) -[![Language grade: Python](https://img.shields.io/lgtm/grade/python/g/soar-telescope/triplespec_focus.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/soar-telescope/triplespec_focus/context:python) +[![CodeQL](https://github.com/soar-telescope/triplespec_focus/actions/workflows/codeql-analysis.yml/badge.svg)](https://github.com/soar-telescope/triplespec_focus/actions/workflows/codeql-analysis.yml) + TripleSpec Focus Calculator From c91f22e28bdb80f38237eb7fd2c29a93a61c823d Mon Sep 17 00:00:00 2001 From: Simon Torres Date: Wed, 7 Sep 2022 09:36:40 -0300 Subject: [PATCH 04/15] Completed Readme file --- README.md | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 9b6d7bf..4e80f93 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# TripleSpec Focus Calculator +# TripleSpec Slit Viewer Focus Calculator [![TripleSpec Focus](https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-package.yml/badge.svg)](https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-package.yml) [![codecov](https://codecov.io/gh/soar-telescope/triplespec_focus/branch/main/graph/badge.svg?token=S6Y6R7AQNY)](https://codecov.io/gh/soar-telescope/triplespec_focus) @@ -6,6 +6,16 @@ [![Documentation Status](https://readthedocs.org/projects/triplespec-focus/badge/?version=latest)](https://triplespec-focus.readthedocs.io/en/latest/?badge=latest) [![pypi](https://img.shields.io/pypi/v/triplespec_focus.svg?style=flat)](https://pypi.org/project/triplespec-focus/) [![CodeQL](https://github.com/soar-telescope/triplespec_focus/actions/workflows/codeql-analysis.yml/badge.svg)](https://github.com/soar-telescope/triplespec_focus/actions/workflows/codeql-analysis.yml) +[![Python 3.8](https://img.shields.io/badge/Python-3.8-blue.svg)](https://www.python.org/downloads/release/python-380/) +[![GitHub license](https://img.shields.io/github/license/soar-telescope/triplespec_focus)](https://github.com/soar-telescope/triplespec_focus/blob/main/LICENSE) -TripleSpec Focus Calculator +![Test Coverage](https://codecov.io/gh/soar-telescope/triplespec_focus/branch/main/graphs/sunburst.svg?token=S6Y6R7AQNY) + + +TripleSpec is a fixed configuration Near Infrared Spectrograph. For more information please visit [NOIRLab Official Website](https://noirlab.edu/science/programs/ctio/instruments/triplespec41-nir-imaging-spectrograph) for +triplespec. + +# Documentation + +For documentation please visit the [ReadTheDocs Site](https://triplespec-focus.readthedocs.io/en/latest/?badge=latest) \ No newline at end of file From a6978875ff1b8bcf7f01bc542c37e4aee502a5e9 Mon Sep 17 00:00:00 2001 From: Simon Torres Date: Wed, 7 Sep 2022 10:15:30 -0300 Subject: [PATCH 05/15] Added link to badges and created overview section --- docs/index.rst | 39 ++++++++++++++++++++++++++++++++++++--- docs/overview.rst | 15 +++++++++++++++ 2 files changed, 51 insertions(+), 3 deletions(-) create mode 100644 docs/overview.rst diff --git a/docs/index.rst b/docs/index.rst index de8e4c6..02cb9c6 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -6,13 +6,46 @@ Welcome to TripleSpec Focus's documentation! ============================================ +.. image:: https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-package.yml/badge.svg + :alt: TripleSpec Focus + :target: https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-package.yml +.. image:: https://codecov.io/gh/soar-telescope/triplespec_focus/branch/main/graph/badge.svg?token=S6Y6R7AQNY + :alt: Codecov + :target: https://codecov.io/gh/soar-telescope/triplespec_focus +.. image:: https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-publish.yml/badge.svg + :alt: Upload to PYPI + :target: https://github.com/soar-telescope/triplespec_focus/actions/workflows/python-publish.yml +.. image:: https://readthedocs.org/projects/triplespec-focus/badge/?version=latest + :alt: Documentation Status + :target: https://triplespec-focus.readthedocs.io/en/latest/?badge=latest +.. image:: https://img.shields.io/pypi/v/triplespec_focus.svg?style=flat + :alt: pypi + :target: https://pypi.org/project/triplespec-focus/ +.. image:: https://github.com/soar-telescope/triplespec_focus/actions/workflows/codeql-analysis.yml/badge.svg + :alt: CodeQL + :target: https://github.com/soar-telescope/triplespec_focus/actions/workflows/codeql-analysis.yml +.. image:: https://img.shields.io/badge/Python-3.8-blue.svg + :alt: Python 3.8 + :target: https://www.python.org/downloads/release/python-380/ +.. image:: https://img.shields.io/github/license/soar-telescope/triplespec_focus + :alt: Licence + :target: https://github.com/soar-telescope/triplespec_focus/blob/main/LICENSE + + +Test Coverage +############# + +.. image:: https://codecov.io/gh/soar-telescope/triplespec_focus/branch/main/graphs/sunburst.svg?token=S6Y6R7AQNY + :alt: Test Coverage + + .. toctree:: :maxdepth: 2 :caption: Contents: -A -= -bbb + overview + + Indices and tables ================== diff --git a/docs/overview.rst b/docs/overview.rst new file mode 100644 index 0000000..557158f --- /dev/null +++ b/docs/overview.rst @@ -0,0 +1,15 @@ +Overview +######## + +This is a tool to obtain the best focus value for the Slit Viewer camera of the TripleSpec NIR spectrograph. +More information on TripleSpec can be found at `NOIRLab Official Website `_ + + +TripleSpec is a fixed configuration, this means that it has a fixed focus with respect to the telescope, but there is a +slit viewing Camera that need focus adjustment. + +A slit viewing image looks like this: + +.. image:: _static/slit_view_sample.png + +The slit is visible near the top center. \ No newline at end of file From 2669b43fc53a9d3abfeaedeed1ce916448b4bb8f Mon Sep 17 00:00:00 2001 From: Simon Torres Date: Wed, 7 Sep 2022 10:16:14 -0300 Subject: [PATCH 06/15] Adding slit viewer sample image --- docs/_static/slit_view_sample.png | Bin 0 -> 880333 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 docs/_static/slit_view_sample.png diff --git a/docs/_static/slit_view_sample.png b/docs/_static/slit_view_sample.png new file mode 100644 index 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zf`q}T2QgV76>B;;AeW4q^?zP8N*ozCu?6Rl;IY#3(J(Pdcn~LzpCh=h##-#bH-K-j_5e;M>G^iTEAzxVy;;4#}3JHTAS^~R^71OWbn MQrAV4t6GNsA7A@t9RL6T literal 0 HcmV?d00001 diff --git a/docs/about.rst b/docs/about.rst new file mode 100644 index 0000000..54872c5 --- /dev/null +++ b/docs/about.rst @@ -0,0 +1,10 @@ +Change History +############## + +.. include:: ../CHANGES.rst + + +License +####### + +.. include:: ../LICENSE \ No newline at end of file diff --git a/docs/data_overview.rst b/docs/data_overview.rst new file mode 100644 index 0000000..74265a1 --- /dev/null +++ b/docs/data_overview.rst @@ -0,0 +1,10 @@ +Data and Process Overview +######################### + +You have seen already a sample of the data. You will get typically 10 to 15 images taken at different focus values. + +A quick examination routine will select the sharpest image by selecting the most intense image whose peak is also below +the saturation level which for TripleSpec Slit Viewer camera is set to :math:`40.000 ADU` + +On this selected image the ``DAOStarFinder`` routing will be used to detect all the sources, the the most intense sources +are selected to obtain the :math:`FWHM` using ``ApertureStats`` which is then fitted with a ``Chebyshev1D`` of order :math:`6`. \ No newline at end of file diff --git a/docs/index.rst b/docs/index.rst index 02cb9c6..1605c28 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -33,18 +33,49 @@ Welcome to TripleSpec Focus's documentation! Test Coverage -############# +============= .. image:: https://codecov.io/gh/soar-telescope/triplespec_focus/branch/main/graphs/sunburst.svg?token=S6Y6R7AQNY :alt: Test Coverage +Overview +======== + +This is a tool to obtain the best focus value for the Slit Viewer camera of the TripleSpec NIR spectrograph. +More information on TripleSpec can be found at `NOIRLab Official Website `_ + + +TripleSpec is a fixed configuration, this means that it has a fixed focus with respect to the telescope, but there is a +slit viewing Camera that need focus adjustment. + +A slit viewing image looks like this: + +.. image:: _static/slit_view_sample.png + +The slit is visible near the top center. + + .. toctree:: :maxdepth: 2 - :caption: Contents: + :caption: How to install - overview + install + +.. toctree:: + :maxdepth: 2 + :caption: How to use it + + data_overview + Using in a Terminal + Using as a Library + + +.. toctree:: + :maxdepth: 2 + :caption: About + about Indices and tables diff --git a/docs/install.rst b/docs/install.rst new file mode 100644 index 0000000..6737ea7 --- /dev/null +++ b/docs/install.rst @@ -0,0 +1,14 @@ +Install with pip +################ + +.. note:: + + We recommend using a virtual environment management system such as + `astroconda `_ + + +To install you need to have at least python 3.8, it is tested with python 3.9 and 3.10 as well. + +Just run the following command in a terminal. + + ``pip install triplespec-focus`` \ No newline at end of file diff --git a/docs/overview.rst b/docs/overview.rst deleted file mode 100644 index 557158f..0000000 --- a/docs/overview.rst +++ /dev/null @@ -1,15 +0,0 @@ -Overview -######## - -This is a tool to obtain the best focus value for the Slit Viewer camera of the TripleSpec NIR spectrograph. -More information on TripleSpec can be found at `NOIRLab Official Website `_ - - -TripleSpec is a fixed configuration, this means that it has a fixed focus with respect to the telescope, but there is a -slit viewing Camera that need focus adjustment. - -A slit viewing image looks like this: - -.. image:: _static/slit_view_sample.png - -The slit is visible near the top center. \ No newline at end of file diff --git a/docs/use_as_library.rst b/docs/use_as_library.rst new file mode 100644 index 0000000..f420bf7 --- /dev/null +++ b/docs/use_as_library.rst @@ -0,0 +1,159 @@ +Using as a Library +################## + + +This library can be integrated into other software, just import ``TripleSpecFocus`` create an instance and call it. + + +.. code-block:: python + + from triplespec_focus import TripleSpecFocus + + focus = TripleSpecFocus(debug=False, + date_key='DATE', + date_time_key='DATE-OBS', + focus_key='TELFOCUS', + filename_key='FILENAME', + n_brightest=5, + saturation=40000, + plot_results=False, + debug_plots=False) + + +Since in this case all the parameters are the default ones it is equivalent to do: + +.. code-block:: python + + from triplespec_focus import TripleSpecFocus + + focus = TripleSpecFocus() + + +Once the instance is created you can just call it or you can modify certain parameters. + +.. code-block:: python + + results = focus() + + +or + + +.. code-block:: python + + from pathlib import Path + + data_path = Path('./') + + results = focus(data_path=data_path, + source_fwhm=7.0, + det_threshold=5.0, + mask_threshold=1, + n_brightest=5, + saturation_level=40000, + show_mask=False, + plot_results=False, + debug_plots=False, + print_all_data=False) + + +Usually you would want to have more control so you can modify any parameters, but the most interesting +part is that you can pass a list of files. + +Using the same ``data_path`` variable created in the previous example + +.. code-block:: python + + file_list = sorted(data_path.glob(pattern='*.fits')) + + +or create the list manually or programatically + + +.. code-block:: python + + file_list = [ + '/path/to/file_001.fits', + '/path/to/file_003.fits', + '/path/to/file_007.fits', + '/path/to/file_008.fits', + '/path/to/file_010.fits', + '/path/to/file_012.fits', + ] + + results = focus(file_list=file_list, + source_fwhm=7.0, + det_threshold=5.0, + mask_threshold=1, + n_brightest=5, + saturation_level=40000, + show_mask=False, + plot_results=False, + debug_plots=False, + print_all_data=False) + + +Interpreting the Results +######################## + +Using the option ``--plot-results`` or set ``plot_results=True`` you will get the following information at the end. + +.. figure:: _static/focus_results.png + +The sources used are plotted to the left and to the right you get the data and fitted models plot. The dashed vertical +lines represent the best focus for each individual star. The solid vertical line represent the +best focus value. + + +The result is a dictionary. + + +.. code-block:: python + + { + "date": "2022-04-14", + "time": "2022-04-14T02:00:16.472", + "mean_focus": -1037.9334768407, + "median_focus": -1042.3437309744, + "focus_std": 12.4463329703, + "fwhm": 4.400507903, + "best_image_name": "SV_ARC_13-04-2022_0013.fits", + "best_image_focus": -1059.0, + "best_image_fwhm": 4.451495851, + "focus_data": [ + -1389.0, + -1279.0, + -1202.0, + -1169.0, + -1162.0, + -1122.0, + -1081.99, + -1059.0, + -1042.0, + -1002.0, + -962.0, + -949.0, + -922.0, + -882.0, + -839.0, + -729.0 + ], + "fwhm_data": [ + 8.8346668203, + 7.9968682153, + 6.520501982, + 6.6366621644, + 5.6593294617, + 4.9156293967, + 4.8462257042, + 4.451495851, + 4.4960399387, + 4.4620697186, + 4.9432397845, + 5.3684107482, + 5.6873559877, + 6.8445617244, + 7.3650931863, + 8.2617132835 + ] + } diff --git a/docs/use_from_terminal.rst b/docs/use_from_terminal.rst new file mode 100644 index 0000000..16ea5bc --- /dev/null +++ b/docs/use_from_terminal.rst @@ -0,0 +1,36 @@ +Use from terminal +################# + +The installation will create a terminal entrypoint ``triplespec-focus`` + +Getting help is as easy as running with the ``-h`` argument: + + +.. figure:: _static/in_terminal_help.png + +If you run ``triplespec-focus`` from the same data folder as the location of the data, you don't need to specify any +argument. + +The arguments, default values and options are listed in the following table: + +.. table:: Default values for arguments + + ====================================== ============================ ======================== + Argument Default Value Options + ====================================== ============================ ======================== + ``--data-path `` Current Working Directory Any valid path + ``--file-pattern `` ``*.fits`` Any pattern + ``--focus-key `` ``TELFOCUS`` Any valid FITS keyword + ``--filename-key `` ``FILENAME`` Any valid FITS keyword + ``--brightest `` :math:`5` Any positive integer + ``--saturation `` :math:`40000` Any positive float + ``--source-fwhm `` :math:`7` Any positive float + ``--detection-threshold `` :math:`5` Any positive float + ``--plot-results`` False True + ``--show-mask`` False True + ``--debug`` False True + ``--debug-plots`` False True + ====================================== ============================ ======================== + + +After running the script with all desired parameters the result will be printed in the terminal. From dc966a7e7f12b4208a2717625c5d70d6a1962b6f Mon Sep 17 00:00:00 2001 From: Simon Torres Date: Wed, 7 Sep 2022 15:59:48 -0300 Subject: [PATCH 08/15] added necessary fields to provide a complete report --- triplespec_focus/triplespec_focus.py | 49 ++++++++++++++++++++-------- 1 file changed, 35 insertions(+), 14 deletions(-) diff --git a/triplespec_focus/triplespec_focus.py b/triplespec_focus/triplespec_focus.py index 7f94afa..da85360 100644 --- a/triplespec_focus/triplespec_focus.py +++ b/triplespec_focus/triplespec_focus.py @@ -39,6 +39,8 @@ class TripleSpecFocus(object): def __init__(self, debug: bool = False, + date_key: str = 'DATE', + date_time_key: str = 'DATE-OBS', focus_key: str = 'TELFOCUS', filename_key: str = 'FILENAME', n_brightest: int = 5, @@ -46,8 +48,12 @@ def __init__(self, plot_results: bool = False, debug_plots: bool = False) -> None: + self.best_fwhm = None self.best_focus = None self.fitted_model = None + self.best_image_overall = None + self.date_key: str = date_key + self.date_time_key: str = date_time_key self.focus_key: str = focus_key self.filename_key: str = filename_key self.saturation_level = saturation @@ -122,6 +128,7 @@ def __call__(self, best_image, peak, focus = get_best_image_by_peak(file_list=self.file_list, saturation_level=self.saturation_level, focus_key=self.focus_key) + self.best_image_overall = best_image self.log.info(f"Processing best file: {best_image}, selected by highest peak below saturation") best_image_ccd = CCDData.read(best_image, unit='adu') @@ -178,20 +185,34 @@ def __call__(self, mean_focus = np.mean(all_focus) median_focus = np.median(all_focus) focus_std = np.std(all_focus) - - self.results.append({'date': 'focus_group', - 'time': '', - 'notes': '', - 'mean_focus': round(mean_focus, 10), - 'median_focus': round(median_focus, 10), - 'focus_std': round(focus_std, 10), - # 'fwhm': round(self.__best_fwhm, 10), - 'best_image_name': os.path.basename(best_image), - 'best_image_focus': best_image_ccd.header[self.focus_key], - # 'best_image_fwhm': round(self.__best_image_fwhm, 10), - # 'focus_data': cluster['focus'].tolist(), - # 'mag_data': cluster['mag'].tolist() - }) + mean_fwhm = np.mean(all_fwhm) + + best_image_overall = CCDData.read(self.best_image_overall, unit='adu') + self.best_image_fwhm = self.sources_df[self.sources_df['filename'] == os.path.basename(self.best_image_overall)]['fwhm'].mean() + + focus_data = [] + fwhm_data = [] + images = self.sources_df.filename.unique().tolist() + for image in images: + summary_df = self.sources_df[self.sources_df['filename'] == image] + focus = summary_df.focus.unique().tolist() + fwhm = summary_df.fwhm.tolist() + if len(focus) == 1: + focus_data.append(focus[0]) + fwhm_data.append(round(np.mean(fwhm), 10)) + + self.results = {'date': best_image_overall.header[self.date_key], + 'time': best_image_overall.header[self.date_time_key], + 'mean_focus': round(mean_focus, 10), + 'median_focus': round(median_focus, 10), + 'focus_std': round(focus_std, 10), + 'fwhm': round(mean_fwhm, 10), + 'best_image_name': os.path.basename(self.best_image_overall), + 'best_image_focus': best_image_overall.header[self.focus_key], + 'best_image_fwhm': round(self.best_image_fwhm, 10), + 'focus_data': focus_data, + 'fwhm_data': fwhm_data + } self.log.debug(f"Best Focus... Mean: {mean_focus}, median: {median_focus}, std: {focus_std}") if self.plot_results: # pragma: no cover From e080f2032f0ab430fa8e80fec68fd600db1ce67c Mon Sep 17 00:00:00 2001 From: Simon Torres Date: Wed, 7 Sep 2022 16:01:47 -0300 Subject: [PATCH 09/15] Fixed tests for triplespec_focus.py --- .../tests/test_triplespec_focus.py | 27 ++++++------------- 1 file changed, 8 insertions(+), 19 deletions(-) diff --git a/triplespec_focus/tests/test_triplespec_focus.py b/triplespec_focus/tests/test_triplespec_focus.py index aab18a1..9fcc3cd 100644 --- a/triplespec_focus/tests/test_triplespec_focus.py +++ b/triplespec_focus/tests/test_triplespec_focus.py @@ -1,18 +1,12 @@ -import datetime -from pathlib import Path - -import numpy as np -import logging -import requests - import os +import requests -from astropy.io import fits -from astropy.modeling import models, Model +from astropy.modeling import Model from astropy.table import QTable +from ccdproc import CCDData from pandas import DataFrame +from pathlib import Path from unittest import TestCase -from ccdproc import CCDData from ..triplespec_focus import TripleSpecFocus @@ -53,11 +47,6 @@ def setUp(self) -> None: print(f"Downloading file: {_file}") test_file.write(response.content) - # def tearDown(self) -> None: - # for _test_file in self.all_files: - # if os.path.isfile(_test_file): - # os.unlink(_test_file) - def test_instance_is_correct(self): self.assertIsInstance(self.tspec_focus, TripleSpecFocus) @@ -91,14 +80,14 @@ def test_detect_sources(self): def test_call_with_data_path(self): results = self.tspec_focus(data_path='./') - self.assertIsInstance(results, list) - self.assertEqual(len(results), 1) + self.assertIsInstance(results, dict) + self.assertEqual(len(results), 11) def test_call_with_file_list(self): data_path = Path('./') results = self.tspec_focus(file_list=sorted(data_path.glob(pattern='*.fits'))) - self.assertIsInstance(results, list) - self.assertEqual(len(results), 1) + self.assertIsInstance(results, dict) + self.assertEqual(len(results), 11) From bfaefada45941bc1e28dc2c7ffc2a470742e6dcb Mon Sep 17 00:00:00 2001 From: Simon Torres Date: Wed, 7 Sep 2022 16:02:32 -0300 Subject: [PATCH 10/15] added fields and small fixes --- triplespec_focus/triplespec_focus.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/triplespec_focus/triplespec_focus.py b/triplespec_focus/triplespec_focus.py index da85360..713ff3f 100644 --- a/triplespec_focus/triplespec_focus.py +++ b/triplespec_focus/triplespec_focus.py @@ -1,5 +1,4 @@ import copy -import logging.config import os import sys @@ -176,11 +175,12 @@ def __call__(self, all_stars_photometry = [] all_focus = [] + all_fwhm = [] for star_id in star_ids: star_phot = self.sources_df[self.sources_df['id'] == star_id] - interpolated_data = self.get_best_focus(df=star_phot) - all_stars_photometry.append([star_phot, interpolated_data, self.best_focus]) + self.get_best_focus(df=star_phot) all_focus.append(self.best_focus) + all_fwhm.append(self.best_fwhm) mean_focus = np.mean(all_focus) median_focus = np.median(all_focus) @@ -241,6 +241,7 @@ def __call__(self, ax2.axvline(mean_focus, color="lawngreen", label='Best Focus') ax2.set_title(f"Best Focus: {mean_focus}") ax2.legend(loc='best') + plt.tight_layout() plt.show() if print_all_data: # pragma: no cover print(self.sources_df.to_string()) @@ -310,6 +311,7 @@ def get_best_focus(self, df: DataFrame, x_axis_size: int = 2000) -> List[np.ndar middle_point = x_axis[index_of_minimum] self.best_focus = optimize.brent(self.fitted_model, brack=(focus_start, middle_point, focus_end)) + self.best_fwhm = modeled_data[index_of_minimum] return [x_axis, modeled_data] From aad208415952297887ac1f184d3ee32c0ced9c2e Mon Sep 17 00:00:00 2001 From: Simon Torres Date: Wed, 7 Sep 2022 16:07:58 -0300 Subject: [PATCH 11/15] Added missing file pattern field --- triplespec_focus/entrypoints.py | 1 + triplespec_focus/triplespec_focus.py | 4 +++- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/triplespec_focus/entrypoints.py b/triplespec_focus/entrypoints.py index 2e53fcd..7171957 100644 --- a/triplespec_focus/entrypoints.py +++ b/triplespec_focus/entrypoints.py @@ -11,6 +11,7 @@ def run_triplespec_focus(args=None): focus = TripleSpecFocus(debug=args.debug, focus_key=args.focus_key, filename_key=args.filename_key, + file_pattern=args.file_pattern, n_brightest=args.brightest, saturation=args.saturation, plot_results=args.plot_results, diff --git a/triplespec_focus/triplespec_focus.py b/triplespec_focus/triplespec_focus.py index 713ff3f..f6a0412 100644 --- a/triplespec_focus/triplespec_focus.py +++ b/triplespec_focus/triplespec_focus.py @@ -42,6 +42,7 @@ def __init__(self, date_time_key: str = 'DATE-OBS', focus_key: str = 'TELFOCUS', filename_key: str = 'FILENAME', + file_pattern: str = '*.fits', n_brightest: int = 5, saturation: float = 40000, plot_results: bool = False, @@ -55,6 +56,7 @@ def __init__(self, self.date_time_key: str = date_time_key self.focus_key: str = focus_key self.filename_key: str = filename_key + self.file_pattern: str = file_pattern self.saturation_level = saturation self.debug: bool = debug self.debug_plots: bool = debug_plots @@ -109,7 +111,7 @@ def __call__(self, elif data_path: self.data_path: Path = Path(data_path) self.log.debug(f"File list not provided, creating file list from path: {data_path}") - self.file_list = sorted(self.data_path.glob(pattern='*fits')) + self.file_list = sorted(self.data_path.glob(pattern=self.file_pattern)) self.log.info(f"Found {len(self.file_list)} files at {self.data_path}") else: self.log.critical("You must provide at least a data_path or a file_list value") From 97c7100ae5ff259e5116f07ef6a956706ef68e24 Mon Sep 17 00:00:00 2001 From: Simon Torres Date: Wed, 7 Sep 2022 16:42:14 -0300 Subject: [PATCH 12/15] Added docstrings using Google style --- triplespec_focus/triplespec_focus.py | 64 ++++++++++++++++++++++------ 1 file changed, 52 insertions(+), 12 deletions(-) diff --git a/triplespec_focus/triplespec_focus.py b/triplespec_focus/triplespec_focus.py index f6a0412..3fa7d55 100644 --- a/triplespec_focus/triplespec_focus.py +++ b/triplespec_focus/triplespec_focus.py @@ -47,6 +47,20 @@ def __init__(self, saturation: float = 40000, plot_results: bool = False, debug_plots: bool = False) -> None: + """Focus Calculator for the TripleSpec's Slit Viewer Camera + + Args: + debug (bool): If set to True will set the logger to debug level. + date_key (str): FITS keyword name for obtaining the date from the FITS file. Default DATE. + date_time_key (str): FITS keyword name for obtaining the date and time from the FITS file. Default DATE-OBS. + focus_key (str): FITS keyword name for obtaining the focus value from the FITS file. Default TELFOCUS. + filename_key (str): FITS keyword name for obtaining the file name from the FITS file. Default FILENAME. + file_pattern (str): Pattern for searching files in the provided data path. Default *.fits. + n_brightest (int): Number of the brightest sources to use for measuring source statistics. Default 5. + saturation (float): Data value at which the detector saturates. Default 40000. + plot_results (bool): If set to True will display information plots at the end. Default False. + debug_plots (bool): If set to True will display several plots useful for debugging or viewing the process. Default False. + """ self.best_fwhm = None self.best_focus = None @@ -89,21 +103,26 @@ def __call__(self, show_mask: bool = False, plot_results: bool = False, debug_plots: bool = False, - print_all_data: bool = False) -> List[dict]: - """Find focus for triplespec SV camera + print_all_data: bool = False) -> dict: + """Runs the focus calculation routine + + This method contains all the logic to obtain the best focus, additionally you can parse the following parameters - Finds best focus for TripleSpec Slit Viewer camera - Illuminated Section: '[23:940,115:890]' - Best Region of Interest: '[272:690,472:890]' Args: - data_path: - source_fwhm: - det_threshold: - mask_threshold: - show_mask: + data_path (Path, str, None): Optional data path to obtain files according to file_pattern. Default None. + file_list (List, None): Optional file list with files to be used to obtain best focus. Default None. + source_fwhm (float): Full width at half maximum to use for source detection and statistics. + det_threshold (float): Number of standard deviation above median to use as detection threshold. Default 5.0. + mask_threshold (float): Number of standard deviation below median to use as a threshold for masking values. Default 1. + n_brightest (int): Number of the brightest sources to use for measuring source statistics. Default 5. + saturation_level (float): Data value at which the detector saturates. Default 40000. + show_mask (bool): If set to True will display masked values in red when debug_plots is also True: Default False. + plot_results (bool): If set to True will display information plots at the end. Default False. + debug_plots (bool): If set to True will display several plots useful for debugging or viewing the process. Default False. + print_all_data (bool): If set to True will print the entire dataset at the end. Returns: - + A dictionary containing information regarding the current process. """ if file_list: self.log.debug(f"Using provided file list containing {len(file_list)} files.") @@ -175,7 +194,6 @@ def __call__(self, star_ids = self.sources_df.id.unique().tolist() - all_stars_photometry = [] all_focus = [] all_fwhm = [] for star_id in star_ids: @@ -250,6 +268,18 @@ def __call__(self, return self.results def detect_sources(self, ccd: CCDData, debug_plots: bool = False) -> QTable: + """Detects sources in the sharpest image + + Using DAOStarFinder will detect the stellar sources in it. + + Args: + ccd (CCDData): An image with point sources. + debug_plots (bool): If set to True will display the image with the sources. Default False. + + Returns: + An Astropy's QTable containing ids, centroids, focus value and image name. + + """ mean, median, std = sigma_clipped_stats(ccd.data, sigma=3.0) self.log.debug(f"Mean: {mean}, Median: {median}, Standard Dev: {std}") @@ -302,6 +332,16 @@ def detect_sources(self, ccd: CCDData, debug_plots: bool = False) -> QTable: return sources def get_best_focus(self, df: DataFrame, x_axis_size: int = 2000) -> List[np.ndarray]: + """Obtains the best focus for a single source + + Args: + df (DataFrame): Pandas DataFrame containing at least a 'focus' and a 'fwhm' column. The data should belong to a single source. + x_axis_size (int): Size of the x-axis used to sample the fitted model. Is not an interpolation size. + + Returns: + A list with the x-axis and the sampled data using the fitted model + + """ focus_start = df['focus'].min() focus_end = df['focus'].max() From 21659f05eb9aec417a4a8697a69c0a52b228fb38 Mon Sep 17 00:00:00 2001 From: Simon Torres Date: Wed, 7 Sep 2022 17:01:34 -0300 Subject: [PATCH 13/15] Added docstrings to utils.py --- docs/use_as_library.rst | 1 + triplespec_focus/utils.py | 57 +++++++++++++++++++++++++++++++++++++++ 2 files changed, 58 insertions(+) diff --git a/docs/use_as_library.rst b/docs/use_as_library.rst index f420bf7..acfdb9c 100644 --- a/docs/use_as_library.rst +++ b/docs/use_as_library.rst @@ -14,6 +14,7 @@ This library can be integrated into other software, just import ``TripleSpecFocu date_time_key='DATE-OBS', focus_key='TELFOCUS', filename_key='FILENAME', + file_pattern='*.fits', n_brightest=5, saturation=40000, plot_results=False, diff --git a/triplespec_focus/utils.py b/triplespec_focus/utils.py index 3d713a9..e1189a0 100644 --- a/triplespec_focus/utils.py +++ b/triplespec_focus/utils.py @@ -26,6 +26,22 @@ def circular_aperture_statistics(ccd: CCDData, filename_key: str = 'FILENAME', focus_key: str = 'TELFOCUS', plot: bool = False) -> DataFrame: + """Obtain aperture statistics from a FITS file with point sources + + Uses CircularAperture from photutils to obtain several data but the most important is the FWHM + + Args: + ccd (CCDData): An image with point sources. + positions (numpy.ndarray): Coordinates of the sources to be measured. + aperture_radius (float): Aperture size for obtaining measurements. Default 10. + filename_key (str): FITS keyword name for obtaining the file name from the FITS file. Default FILENAME. + focus_key (str): FITS keyword name for obtaining the focus value from the FITS file. Default TELFOCUS. + plot (bool): If set to True will display a plot of the image and the measured sources. + + Returns: + A DataFrame containing the following columns: id, mean, fwhm, max, xcentroid, ycentroid and filename. + + """ apertures = CircularAperture(positions, r=aperture_radius) aper_stats = ApertureStats(ccd.data, apertures, sigma_clip=None) @@ -46,6 +62,15 @@ def circular_aperture_statistics(ccd: CCDData, def get_args(arguments: Union[List, None] = None) -> Namespace: + """Helper function to get the console arguments using argparse. + + Args: + arguments (List, None): Optional list of arguments. Default None. + + Returns: + An instance of arparse's Namespace. + + """ parser = ArgumentParser( description="Get best focus value using a sequence of images with " "different focus value" @@ -133,7 +158,20 @@ def get_args(arguments: Union[List, None] = None) -> Namespace: def get_best_image_by_peak(file_list: List, saturation_level: float = 40000., focus_key: str = 'TELFOCUS') -> List: + """Select the best image by its peak value + + The best peak must be the highest below the saturation level, therefore the data is first masked and then sorted + by the peak. + Args: + file_list (List): The list of images to be used. + saturation_level (float): Data level at which the image saturates. Default 40000. + focus_key (str): FITS keyword name for obtaining the focus value from the FITS file. Default TELFOCUS. + + Returns: + A list wit the best image according to the criteria described above. + + """ data = [] for f in file_list: ccd = CCDData.read(f, unit='adu') @@ -154,6 +192,15 @@ def get_best_image_by_peak(file_list: List, saturation_level: float = 40000., fo def plot_sources_and_masked_data(ccd: CCDData, positions: np.ndarray, title: str = '', aperture_radius: int = 10): # pragma: no cover + """Helper function to plot data and sources + + Args: + ccd (CCDData): The image to be shown. + positions (numpy.ndarray): Array of source positions to be plotted over the image. + title (str): Title to put to the plot. Default '' (empty string). + aperture_radius (int): Radius size in pixels for the drawing of the sources. Default 10. + + """ fig, ax = plt.subplots(figsize=(16, 9)) ax.set_title(title) @@ -175,6 +222,16 @@ def plot_sources_and_masked_data(ccd: CCDData, positions: np.ndarray, title: str def setup_logging(debug: bool = False, enable_astropy_logger: bool = False) -> Logger: + """Helper function to setup the logger. + + Args: + debug (bool): If set to True will create a logger in debug level. Default False. + enable_astropy_logger (bool): If set to True will allow the astropy logger to remain active. Default False. + + Returns: + A Logger instance from python's logging. + + """ if debug: log_level = logging.DEBUG else: From 86c5d9b4e1148226c38e8132bd253d4934b56473 Mon Sep 17 00:00:00 2001 From: Simon Torres Date: Wed, 7 Sep 2022 17:06:44 -0300 Subject: [PATCH 14/15] Updated CHANGES.rst --- CHANGES.rst | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 CHANGES.rst diff --git a/CHANGES.rst b/CHANGES.rst new file mode 100644 index 0000000..0cb6394 --- /dev/null +++ b/CHANGES.rst @@ -0,0 +1,17 @@ + +.. _v1.0.0: + +1.0.0 07-09-2022 +================ + +- First functional version +- Uses ApertureStats to obtain sources' statistics +- Fully documented +- Fully tested + +.. _v0.0.1.dev0: + +0.0.1.dev0 06-05-2022 +===================== + +- Initial release of a non-functional tool but will all the packaging setup. From 8b5e58d013ca9731c229831b165b89b67db90f16 Mon Sep 17 00:00:00 2001 From: Simon Torres Date: Wed, 7 Sep 2022 17:10:51 -0300 Subject: [PATCH 15/15] putted back all_stars_photometry. --- triplespec_focus/triplespec_focus.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/triplespec_focus/triplespec_focus.py b/triplespec_focus/triplespec_focus.py index 3fa7d55..6b8b2f6 100644 --- a/triplespec_focus/triplespec_focus.py +++ b/triplespec_focus/triplespec_focus.py @@ -194,11 +194,13 @@ def __call__(self, star_ids = self.sources_df.id.unique().tolist() + all_stars_photometry = [] all_focus = [] all_fwhm = [] for star_id in star_ids: star_phot = self.sources_df[self.sources_df['id'] == star_id] - self.get_best_focus(df=star_phot) + interpolated_data = self.get_best_focus(df=star_phot) + all_stars_photometry.append([star_phot, interpolated_data, self.best_focus]) all_focus.append(self.best_focus) all_fwhm.append(self.best_fwhm)

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