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```py
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import astrometry
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import astropy.wcs
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solver =...
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solution =...
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# pixels is a len(solution.best_match().stars) x 2 numpy array of float values
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```
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`astropy.wcs.WCS` provides many more functions to probe the transformation properties and convert from and to pixel coordinates. See https://docs.astropy.org/en/stable/api/astropy.wcs.WCS.html for details.
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`astropy.wcs.WCS` provides many more functions to probe the transformation properties and convert from and to pixel coordinates. See https://docs.astropy.org/en/stable/api/astropy.wcs.WCS.html for details. Astropy (https://pypi.org/project/astropy/) must be installed to use this method.
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## Print series description and size (without downloading them)
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-`quad_stars`: The index stars subset (usually 4 but can be 3 or 5) used in the hash code search step (see https://arxiv.org/pdf/0910.2233.pdf, 2. Methods).
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-`wcs_fields`: WCS fields describing the transformation between pixel coordinates and world coordinates. This dictionary can be passed directly to `astropy.wcs.WCS`.
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`astropy_wcs` generates an Astropy WCS object. See [Calculate field stars pixel positions with astropy](#calculate-field-stars-pixel-positions-with-astropy) for details.
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`astropy_wcs` generates an Astropy WCS object. Astropy (https://pypi.org/project/astropy/) must be installed to use this method. See [Calculate field stars pixel positions with astropy](#calculate-field-stars-pixel-positions-with-astropy) for details.
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