simpunch.level1#

Generates synthetic level 1 data.

Attributes#

Functions#

`generate_spacecraft_wcs`(→ astropy.wcs.WCS)	Generate the spacecraft world coordinate system.
`deproject_polar`(→ tuple[ndcube.NDCube, astropy.wcs.WCS])	Deproject a polarized image.
`deproject_clear`(→ tuple[ndcube.NDCube, astropy.wcs.WCS])	Deproject a clear image.
`mark_quality`(→ ndcube.NDCube)	Mark the quality of image patches.
`remix_polarization`(→ ndcube.NDCube)	Remix polarization from (M, Z, P) to (P1, P2, P3) using solpolpy.
`add_distortion`(→ ndcube.NDCube)	Add a distortion model to the WCS.
`generate_starfield`(wcs, img_shape, fwhm, wcs_mode, ...)	Generate a realistic starfield.
`add_starfield_polarized`() → ndcube.NDCollection)	Add synthetic polarized starfield.
`add_starfield_clear`(→ ndcube.NDCube)	Add synthetic starfield.
`generate_dummy_polarization`(→ ndcube.NDCube)	Create a synthetic polarization map.
`generate_l1_pmzp`(→ list[str])	Generate level 1 polarized synthetic data.
`generate_l1_cr`(→ str)	Generate level 1 clear synthetic data.

Module Contents#

simpunch.level1.CURRENT_DIR#

simpunch.level1.generate_spacecraft_wcs(spacecraft_id: str, rotation_stage: int) → astropy.wcs.WCS[source]#: Generate the spacecraft world coordinate system.

simpunch.level1.deproject_polar(input_data: ndcube.NDCube, output_wcs: astropy.wcs.WCS, adaptive_reprojection: bool = False) → tuple[ndcube.NDCube, astropy.wcs.WCS][source]#: Deproject a polarized image.

simpunch.level1.deproject_clear(input_data: ndcube.NDCube, output_wcs: astropy.wcs.WCS, adaptive_reprojection: bool = False) → tuple[ndcube.NDCube, astropy.wcs.WCS][source]#: Deproject a clear image.

simpunch.level1.mark_quality(input_data: ndcube.NDCube) → ndcube.NDCube[source]#: Mark the quality of image patches.

simpunch.level1.remix_polarization(input_data: ndcube.NDCube) → ndcube.NDCube[source]#: Remix polarization from (M, Z, P) to (P1, P2, P3) using solpolpy.

simpunch.level1.add_distortion(input_data: ndcube.NDCube) → ndcube.NDCube[source]#: Add a distortion model to the WCS.

simpunch.level1.generate_starfield(wcs: astropy.wcs.WCS, img_shape: int, int, fwhm: float, wcs_mode: str = 'all', mag_set: float = 0, flux_set: float = 500000, noise_mean: float | None = 25.0, noise_std: float | None = 5.0, dimmest_magnitude: float = 8)[source]#: Generate a realistic starfield.

simpunch.level1.add_starfield_polarized(input_collection: ndcube.NDCollection, polfactor: tuple = (0.2, 0.3, 0.5)) → ndcube.NDCollection[source]#: Add synthetic polarized starfield.

simpunch.level1.add_starfield_clear(input_data: ndcube.NDCube) → ndcube.NDCube[source]#: Add synthetic starfield.

simpunch.level1.generate_dummy_polarization(map_scale: float = 0.225, pol_factor: float = 0.5) → ndcube.NDCube[source]#: Create a synthetic polarization map.

simpunch.level1.generate_l1_pmzp(input_file: str, path_output: str, rotation_stage: int, spacecraft_id: str) → list[str][source]#: Generate level 1 polarized synthetic data.

simpunch.level1.generate_l1_cr(input_file: str, path_output: str, rotation_stage: int, spacecraft_id: str) → str[source]#: Generate level 1 clear synthetic data.