How to use the lightkurve.lightcurve.KeplerLightCurve function in lightkurve

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github KeplerGO / lightkurve / lightkurve / lightcurve.py View on Github external
def __init__(self, time=None, flux=None, flux_err=None,
                 flux_unit=u.Unit('electron/second'), time_format='bkjd', time_scale='tdb',
                 centroid_col=None, centroid_row=None, quality=None, quality_bitmask=None,
                 channel=None, campaign=None, quarter=None, mission=None,
                 cadenceno=None, targetid=None, ra=None, dec=None, label=None, meta=None):
        super(KeplerLightCurve, self).__init__(time=time, flux=flux, flux_err=flux_err, flux_unit=flux_unit,
                                               time_format=time_format, time_scale=time_scale,
                                               targetid=targetid, label=label, meta=meta)
        self.centroid_col = self._validate_array(centroid_col, name='centroid_col')
        self.centroid_row = self._validate_array(centroid_row, name='centroid_row')
        self.quality = self._validate_array(quality, name='quality')
        self.cadenceno = self._validate_array(cadenceno, name='cadenceno')
        self.quality_bitmask = quality_bitmask
        self.channel = channel
        self.campaign = campaign
        self.quarter = quarter
        self.mission = mission
        self.ra = ra
        self.dec = dec
github KeplerGO / lightkurve / lightkurve / targetpixelfile.py View on Github external
def prf_lightcurve(self, **kwargs):
        lc = self.extract_prf_photometry(**kwargs).lightcurves[0]
        keys = {'quality': self.quality,
                'channel': self.channel,
                'campaign': self.campaign,
                'quarter': self.quarter,
                'mission': self.mission,
                'cadenceno': self.cadenceno,
                'ra': self.ra,
                'dec': self.dec,
                'targetid': self.targetid}
        return KeplerLightCurve(time=self.time,
                                flux=lc.flux,
                                **keys)
github KeplerGO / lightkurve / lightkurve / targetpixelfile.py View on Github external
flux, flux_err, centroid_col, centroid_row = \
            self._aperture_photometry(aperture_mask=aperture_mask,
                                      centroid_method=centroid_method)
        keys = {'centroid_col': centroid_col,
                'centroid_row': centroid_row,
                'quality': self.quality,
                'channel': self.channel,
                'campaign': self.campaign,
                'quarter': self.quarter,
                'mission': self.mission,
                'cadenceno': self.cadenceno,
                'ra': self.ra,
                'dec': self.dec,
                'label': self.header['OBJECT'],
                'targetid': self.targetid}
        return KeplerLightCurve(time=self.time,
                                flux=flux,
                                flux_err=flux_err,
                                **keys)
github KeplerGO / lightkurve / lightkurve / lightcurvefile.py View on Github external
centroid_col = np.repeat(np.NaN, self.quality_mask.sum())
            centroid_row = np.repeat(np.NaN, self.quality_mask.sum())
        if flux_type in self._flux_types():
            # We did not import lightcurve at the top to prevent circular imports
            from .lightcurve import KeplerLightCurve

            f = self.hdu[1].data[flux_type][self.quality_mask]
            fe = self.hdu[1].data[flux_type + "_ERR"][self.quality_mask]

            if flux_type == 'SAP_FLUX':
                f /= self.hdu[1].header.get('FLFRCSAP', 1)
                fe /= self.hdu[1].header.get('FLFRCSAP', 1)
                f /= self.hdu[1].header.get('CROWDSAP', 1)
                fe /= self.hdu[1].header.get('CROWDSAP', 1)

            return KeplerLightCurve(
                time=self.hdu[1].data['TIME'][self.quality_mask],
                time_format='bkjd',
                time_scale='tdb',
                flux=f,
                flux_err=fe,
                centroid_col=centroid_col,
                centroid_row=centroid_row,
                quality=self._get_quality()[self.quality_mask],
                quality_bitmask=self.quality_bitmask,
                channel=self.channel,
                campaign=self.campaign,
                quarter=self.quarter,
                mission=self.mission,
                cadenceno=self.cadenceno,
                targetid=self.targetid,
                label=self.get_keyword('OBJECT'),
github KeplerGO / lightkurve / lightkurve / correctors / cbvcorrector.py View on Github external
def lc(self, value):
        # this enables `lc` to be either a string
        # or an object from KeplerLightCurveFile
        if isinstance(value, str):
            self._lc = KeplerLightCurveFile(value).PDCSAP_FLUX
        elif isinstance(value, KeplerLightCurveFile):
            self._lc = value.SAP_FLUX
        elif isinstance(value, KeplerLightCurve):
            self._lc = value
        else:
            raise ValueError("lc must be either a string, a KeplerLightCurve or a"
                             " KeplerLightCurveFile instance, got {}.".format(value))
github KeplerGO / lightkurve / lightkurve / targetpixelfile.py View on Github external
aperture_mask = self._parse_aperture_mask(aperture_mask)
        # Ignore warnings related to zero or negative errors
        with warnings.catch_warnings():
            warnings.simplefilter("ignore", RuntimeWarning)
            flux_bkg_err = np.nansum(self.flux_bkg_err[:, aperture_mask]**2, axis=1)**0.5
        keys = {'quality': self.quality,
                'channel': self.channel,
                'campaign': self.campaign,
                'quarter': self.quarter,
                'mission': self.mission,
                'cadenceno': self.cadenceno,
                'ra': self.ra,
                'dec': self.dec,
                'label': self.header['OBJECT'],
                'targetid': self.targetid}
        return KeplerLightCurve(time=self.time,
                                flux=np.nansum(self.flux_bkg[:, aperture_mask], axis=1),
                                flux_err=flux_bkg_err,
                                **keys)
github KeplerGO / lightkurve / lightkurve / correctors.py View on Github external
def lc(self, value):
        # this enables `lc` to be either a string
        # or an object from KeplerLightCurveFile
        if isinstance(value, str):
            self._lc = KeplerLightCurveFile(value).PDCSAP_FLUX
        elif isinstance(value, KeplerLightCurveFile):
            self._lc = value.SAP_FLUX
        elif isinstance(value, KeplerLightCurve):
            self._lc = value
        else:
            raise ValueError("lc must be either a string, a KeplerLightCurve or a"
                             " KeplerLightCurveFile instance, got {}.".format(value))