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Merge pull request #8 from rudolffu/master
add class SDSSQuery to lamostabs/query/query.py
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#!/usr/bin/env python | ||
from astropy import units as u | ||
from astropy.table import join | ||
from astropy.table import Table | ||
from astropy.coordinates import SkyCoord | ||
from astroquery.xmatch import XMatch | ||
import os, warnings | ||
import pandas as pd | ||
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class SDSSQuery(): | ||
"""_summary_ | ||
""" | ||
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def __init__(self, service='SDSS') -> None: | ||
"""_summary_ | ||
Parameters | ||
---------- | ||
service : str, optional | ||
_description_, by default 'SDSS' | ||
Raises | ||
------ | ||
NotImplementedError | ||
_description_ | ||
""" | ||
service = service.upper() | ||
if 'CDS' in service: | ||
service = 'CDS_XMATCH' | ||
try: | ||
if service not in ['SDSS', 'CDS_XMATCH']: | ||
raise NotImplementedError("The input service is not in implemented! Select one from ['SDSS', 'CDS_XMATCH'].") | ||
except NotImplementedError as exp: | ||
warnings.warn(exp, "Fall back to `service = 'SDSS'`.") | ||
self.service = service | ||
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def upload_match(self, table_in, ra_col='ra', dec_col='dec', radius=2.0 * u.arcsec): | ||
"""_summary_ | ||
Parameters | ||
---------- | ||
table_in : astropy.table.Table object | ||
_description_ | ||
ra_col : str, optional | ||
_description_, by default 'ra' | ||
dec_col : str, optional | ||
_description_, by default 'dec' | ||
radius : astropy Quantity, optional | ||
_description_, by default 2.0*u.arcsec | ||
Returns | ||
------- | ||
_type_ | ||
_description_ | ||
Raises | ||
------ | ||
KeyError | ||
_description_ | ||
""" | ||
tb = Table(table_in) | ||
old_cols = tb.columns | ||
new_cols = [x.lower() for x in old_cols] | ||
tb.rename_columns(old_cols, new_cols) | ||
try: | ||
ra = tb[ra_col] | ||
dec = tb[dec_col] | ||
except KeyError as e: | ||
raise KeyError("Column name(s) for ra and/or dec not found: {}, {}.".format(ra_col, dec_col)) | ||
try: | ||
coord = SkyCoord(ra=ra.value*u.deg, dec=dec.value*u.deg, frame='icrs') | ||
except TypeError as e_t: | ||
ra_s = pd.Series(ra.value) | ||
dec_s = pd.Series(dec.value) | ||
co_str = ra_s + ' ' + dec_s | ||
coord = SkyCoord(co_str, unit=(u.hourangle, u.deg), frame='icrs') | ||
if self.service == 'SDSS': | ||
from astroquery.sdss import SDSS | ||
res = SDSS.query_crossid_async(coordinates=coord, radius=radius) | ||
res_tb = Table.read(res.text, format='ascii') | ||
table_out = join(left=tb, right=res_tb) | ||
elif self.service == 'CDS_XMATCH': | ||
table = XMatch.query_async(cat1=tb, | ||
cat2='vizier:V/147/sdss12', | ||
max_distance=radius, | ||
colRA1=ra_col, | ||
colDec1=dec_col) | ||
table_out = table[table['mode']==1] | ||
self.table_out = table_out | ||
return table_out | ||
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