Skip to content

Instantly share code, notes, and snippets.

@valiantljk
Created June 15, 2016 18:31
Show Gist options
  • Save valiantljk/c813f686e18b52c4bd98a3b90327fe6b to your computer and use it in GitHub Desktop.
Save valiantljk/c813f686e18b52c4bd98a3b90327fe6b to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 48,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"/global/u1/j/jialin/celestial/demo\n"
]
}
],
"source": [
"cd /global/homes/j/jialin/celestial/demo"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[0m\u001b[01;32mphotoObj-002575-1-0057.fits\u001b[0m* \u001b[01;32mphotoObj-002575-1-0057.h5\u001b[0m* \u001b[01;32mreadme\u001b[0m*\r\n",
"\u001b[m"
]
}
],
"source": [
"ls"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Explore the FITs File"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Open the Fits File"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"from astropy.io import fits\n",
"import numpy as np\n",
"#Open a fits file, get the high level object, i.e., hdu\n",
"hdulist = fits.open('photoObj-002575-1-0057.fits')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## List the HDU"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Filename: photoObj-002575-1-0053.fits\n",
"No. Name Type Cards Dimensions Format\n",
"0 PRIMARY PrimaryHDU 39 () \n",
"1 BinTableHDU 302 1272R x 139C [19A, 19A, 19A, B, B, B, I, 3A, B, I, I, I, I, J, E, J, J, E, E, E, E, E, E, E, E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5J, 5J, 5J, 5E, 5J, 75E, 75E, 5E, 5E, 5E, 5J, 5E, D, D, D, D, D, D, D, D, D, 5E, 5E, 5E, J, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 5E, 40E, 40E, 5J, 5J, 5E, 5E, 5D, J, J, J, J, J, J, J, E] \n"
]
}
],
"source": [
"#print hdu info\n",
"hdulist.info()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Open the Table Data "
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"#explore the table data, which is the 2nd HDU in this file\n",
"tbdata=hdulist[1].data"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"ColDefs(\n",
" name = 'OBJID'; format = '19A'\n",
" name = 'PARENTID'; format = '19A'\n",
" name = 'FIELDID'; format = '19A'\n",
" name = 'SKYVERSION'; format = 'B'\n",
" name = 'MODE'; format = 'B'\n",
" name = 'CLEAN'; format = 'B'\n",
" name = 'RUN'; format = 'I'\n",
" name = 'RERUN'; format = '3A'\n",
" name = 'CAMCOL'; format = 'B'\n",
" name = 'FIELD'; format = 'I'\n",
" name = 'ID'; format = 'I'\n",
" name = 'PARENT'; format = 'I'\n",
" name = 'NCHILD'; format = 'I'\n",
" name = 'OBJC_TYPE'; format = 'J'\n",
" name = 'OBJC_PROB_PSF'; format = 'E'\n",
" name = 'OBJC_FLAGS'; format = 'J'\n",
" name = 'OBJC_FLAGS2'; format = 'J'\n",
" name = 'OBJC_ROWC'; format = 'E'\n",
" name = 'OBJC_ROWCERR'; format = 'E'\n",
" name = 'OBJC_COLC'; format = 'E'\n",
" name = 'OBJC_COLCERR'; format = 'E'\n",
" name = 'ROWVDEG'; format = 'E'\n",
" name = 'ROWVDEGERR'; format = 'E'\n",
" name = 'COLVDEG'; format = 'E'\n",
" name = 'COLVDEGERR'; format = 'E'\n",
" name = 'ROWC'; format = '5E'\n",
" name = 'ROWCERR'; format = '5E'\n",
" name = 'COLC'; format = '5E'\n",
" name = 'COLCERR'; format = '5E'\n",
" name = 'PETROTHETA'; format = '5E'\n",
" name = 'PETROTHETAERR'; format = '5E'\n",
" name = 'PETROTH50'; format = '5E'\n",
" name = 'PETROTH50ERR'; format = '5E'\n",
" name = 'PETROTH90'; format = '5E'\n",
" name = 'PETROTH90ERR'; format = '5E'\n",
" name = 'Q'; format = '5E'\n",
" name = 'QERR'; format = '5E'\n",
" name = 'U'; format = '5E'\n",
" name = 'UERR'; format = '5E'\n",
" name = 'M_E1'; format = '5E'\n",
" name = 'M_E2'; format = '5E'\n",
" name = 'M_E1E1ERR'; format = '5E'\n",
" name = 'M_E1E2ERR'; format = '5E'\n",
" name = 'M_E2E2ERR'; format = '5E'\n",
" name = 'M_RR_CC'; format = '5E'\n",
" name = 'M_RR_CCERR'; format = '5E'\n",
" name = 'M_CR4'; format = '5E'\n",
" name = 'M_E1_PSF'; format = '5E'\n",
" name = 'M_E2_PSF'; format = '5E'\n",
" name = 'M_RR_CC_PSF'; format = '5E'\n",
" name = 'M_CR4_PSF'; format = '5E'\n",
" name = 'THETA_DEV'; format = '5E'\n",
" name = 'THETA_DEVERR'; format = '5E'\n",
" name = 'AB_DEV'; format = '5E'\n",
" name = 'AB_DEVERR'; format = '5E'\n",
" name = 'THETA_EXP'; format = '5E'\n",
" name = 'THETA_EXPERR'; format = '5E'\n",
" name = 'AB_EXP'; format = '5E'\n",
" name = 'AB_EXPERR'; format = '5E'\n",
" name = 'FRACDEV'; format = '5E'\n",
" name = 'FLAGS'; format = '5J'\n",
" name = 'FLAGS2'; format = '5J'\n",
" name = 'TYPE'; format = '5J'\n",
" name = 'PROB_PSF'; format = '5E'\n",
" name = 'NPROF'; format = '5J'\n",
" name = 'PROFMEAN_NMGY'; format = '75E'; dim = '( 15, 5)'\n",
" name = 'PROFERR_NMGY'; format = '75E'; dim = '( 15, 5)'\n",
" name = 'STAR_LNL'; format = '5E'\n",
" name = 'EXP_LNL'; format = '5E'\n",
" name = 'DEV_LNL'; format = '5E'\n",
" name = 'PSP_STATUS'; format = '5J'\n",
" name = 'PIXSCALE'; format = '5E'\n",
" name = 'RA'; format = 'D'\n",
" name = 'DEC'; format = 'D'\n",
" name = 'CX'; format = 'D'\n",
" name = 'CY'; format = 'D'\n",
" name = 'CZ'; format = 'D'\n",
" name = 'RAERR'; format = 'D'\n",
" name = 'DECERR'; format = 'D'\n",
" name = 'L'; format = 'D'\n",
" name = 'B'; format = 'D'\n",
" name = 'OFFSETRA'; format = '5E'\n",
" name = 'OFFSETDEC'; format = '5E'\n",
" name = 'PSF_FWHM'; format = '5E'\n",
" name = 'MJD'; format = 'J'\n",
" name = 'AIRMASS'; format = '5E'\n",
" name = 'PHI_OFFSET'; format = '5E'\n",
" name = 'PHI_DEV_DEG'; format = '5E'\n",
" name = 'PHI_EXP_DEG'; format = '5E'\n",
" name = 'EXTINCTION'; format = '5E'\n",
" name = 'SKYFLUX'; format = '5E'\n",
" name = 'SKYFLUX_IVAR'; format = '5E'\n",
" name = 'PSFFLUX'; format = '5E'\n",
" name = 'PSFFLUX_IVAR'; format = '5E'\n",
" name = 'PSFMAG'; format = '5E'\n",
" name = 'PSFMAGERR'; format = '5E'\n",
" name = 'FIBERFLUX'; format = '5E'\n",
" name = 'FIBERFLUX_IVAR'; format = '5E'\n",
" name = 'FIBERMAG'; format = '5E'\n",
" name = 'FIBERMAGERR'; format = '5E'\n",
" name = 'FIBER2FLUX'; format = '5E'\n",
" name = 'FIBER2FLUX_IVAR'; format = '5E'\n",
" name = 'FIBER2MAG'; format = '5E'\n",
" name = 'FIBER2MAGERR'; format = '5E'\n",
" name = 'CMODELFLUX'; format = '5E'\n",
" name = 'CMODELFLUX_IVAR'; format = '5E'\n",
" name = 'CMODELMAG'; format = '5E'\n",
" name = 'CMODELMAGERR'; format = '5E'\n",
" name = 'MODELFLUX'; format = '5E'\n",
" name = 'MODELFLUX_IVAR'; format = '5E'\n",
" name = 'MODELMAG'; format = '5E'\n",
" name = 'MODELMAGERR'; format = '5E'\n",
" name = 'PETROFLUX'; format = '5E'\n",
" name = 'PETROFLUX_IVAR'; format = '5E'\n",
" name = 'PETROMAG'; format = '5E'\n",
" name = 'PETROMAGERR'; format = '5E'\n",
" name = 'DEVFLUX'; format = '5E'\n",
" name = 'DEVFLUX_IVAR'; format = '5E'\n",
" name = 'DEVMAG'; format = '5E'\n",
" name = 'DEVMAGERR'; format = '5E'\n",
" name = 'EXPFLUX'; format = '5E'\n",
" name = 'EXPFLUX_IVAR'; format = '5E'\n",
" name = 'EXPMAG'; format = '5E'\n",
" name = 'EXPMAGERR'; format = '5E'\n",
" name = 'APERFLUX'; format = '40E'; dim = '( 8, 5)'\n",
" name = 'APERFLUX_IVAR'; format = '40E'; dim = '( 8, 5)'\n",
" name = 'CLOUDCAM'; format = '5J'\n",
" name = 'CALIB_STATUS'; format = '5J'\n",
" name = 'NMGYPERCOUNT'; format = '5E'\n",
" name = 'NMGYPERCOUNT_IVAR'; format = '5E'\n",
" name = 'TAI'; format = '5D'\n",
" name = 'RESOLVE_STATUS'; format = 'J'\n",
" name = 'THING_ID'; format = 'J'\n",
" name = 'IFIELD'; format = 'J'\n",
" name = 'BALKAN_ID'; format = 'J'\n",
" name = 'NOBSERVE'; format = 'J'\n",
" name = 'NDETECT'; format = 'J'\n",
" name = 'NEDGE'; format = 'J'\n",
" name = 'SCORE'; format = 'E'\n",
")"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#check table columns\n",
"col=tbdata.columns\n",
"col"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"name = 'OBJID'; format = '19A'\n",
"name = 'OBJID'; format = '19A'\n"
]
}
],
"source": [
"print col[0]\n",
"print col['OBJID']"
]
},
{
"cell_type": "code",
"execution_count": 73,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"chararray(['1237656532678148097', '1237656532678148098', '1237656532678148099',\n",
" ..., '1237656532678149666', '1237656532678149667',\n",
" '1237656532678149668'], \n",
" dtype='|S19')"
]
},
"execution_count": 73,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#get first column data\n",
"data_col0=tbdata.field(0)\n",
"data_col0"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": true
},
"source": [
"# Explore HDF5 File"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"## Open HDF5 File"
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"import h5py\n",
"fx=h5py.File('photoObj-002575-1-0057.h5','r')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## List the Groups"
]
},
{
"cell_type": "code",
"execution_count": 53,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"[u'HDU0', u'HDU1']"
]
},
"execution_count": 53,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fx.keys()"
]
},
{
"cell_type": "code",
"execution_count": 63,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[u'CLASS', u'POSITION']\n",
"['HDU', 2]\n",
"[u'DATA', u'HISTORY']\n"
]
}
],
"source": [
"print fx['HDU1'].attrs.keys()\n",
"print fx['HDU1'].attrs.values()\n",
"print fx['HDU1'].keys()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Open the Dataset"
]
},
{
"cell_type": "code",
"execution_count": 64,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[u'AB_DEV', u'AB_DEVERR', u'AB_EXP', u'AB_EXPERR', u'AIRMASS', u'APERFLUX', u'APERFLUX_IVAR', u'B', u'BALKAN_ID', u'CALIB_STATUS', u'CAMCOL', u'CLEAN', u'CLOUDCAM', u'CMODELFLUX', u'CMODELFLUX_IVAR', u'CMODELMAG', u'CMODELMAGERR', u'COLC', u'COLCERR', u'COLVDEG', u'COLVDEGERR', u'CX', u'CY', u'CZ', u'DEC', u'DECERR', u'DEVFLUX', u'DEVFLUX_IVAR', u'DEVMAG', u'DEVMAGERR', u'DEV_LNL', u'EXPFLUX', u'EXPFLUX_IVAR', u'EXPMAG', u'EXPMAGERR', u'EXP_LNL', u'EXTINCTION', u'FIBER2FLUX', u'FIBER2FLUX_IVAR', u'FIBER2MAG', u'FIBER2MAGERR', u'FIBERFLUX', u'FIBERFLUX_IVAR', u'FIBERMAG', u'FIBERMAGERR', u'FIELD', u'FIELDID', u'FLAGS', u'FLAGS2', u'FRACDEV', u'ID', u'IFIELD', u'L', u'MJD', u'MODE', u'MODELFLUX', u'MODELFLUX_IVAR', u'MODELMAG', u'MODELMAGERR', u'M_CR4', u'M_CR4_PSF', u'M_E1', u'M_E1E1ERR', u'M_E1E2ERR', u'M_E1_PSF', u'M_E2', u'M_E2E2ERR', u'M_E2_PSF', u'M_RR_CC', u'M_RR_CCERR', u'M_RR_CC_PSF', u'NCHILD', u'NDETECT', u'NEDGE', u'NMGYPERCOUNT', u'NMGYPERCOUNT_IVAR', u'NOBSERVE', u'NPROF', u'OBJC_COLC', u'OBJC_COLCERR', u'OBJC_FLAGS', u'OBJC_FLAGS2', u'OBJC_PROB_PSF', u'OBJC_ROWC', u'OBJC_ROWCERR', u'OBJC_TYPE', u'OBJID', u'OFFSETDEC', u'OFFSETRA', u'PARENT', u'PARENTID', u'PETROFLUX', u'PETROFLUX_IVAR', u'PETROMAG', u'PETROMAGERR', u'PETROTH50', u'PETROTH50ERR', u'PETROTH90', u'PETROTH90ERR', u'PETROTHETA', u'PETROTHETAERR', u'PHI_DEV_DEG', u'PHI_EXP_DEG', u'PHI_OFFSET', u'PIXSCALE', u'PROB_PSF', u'PROFERR_NMGY', u'PROFMEAN_NMGY', u'PSFFLUX', u'PSFFLUX_IVAR', u'PSFMAG', u'PSFMAGERR', u'PSF_FWHM', u'PSP_STATUS', u'Q', u'QERR', u'RA', u'RAERR', u'RERUN', u'RESOLVE_STATUS', u'ROWC', u'ROWCERR', u'ROWVDEG', u'ROWVDEGERR', u'RUN', u'SCORE', u'SKYFLUX', u'SKYFLUX_IVAR', u'SKYVERSION', u'STAR_LNL', u'TAI', u'THETA_DEV', u'THETA_DEVERR', u'THETA_EXP', u'THETA_EXPERR', u'THING_ID', u'TYPE', u'U', u'UERR']\n"
]
}
],
"source": [
"print fx['HDU1/DATA'].keys()"
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"<HDF5 dataset \"OBJID\": shape (1572,), type \"|S19\">"
]
},
"execution_count": 66,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#get the first dataset\n",
"fx['HDU1/DATA/OBJID']"
]
},
{
"cell_type": "code",
"execution_count": 72,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"array(['1237656532678148097', '1237656532678148098', '1237656532678148099',\n",
" ..., '1237656532678149666', '1237656532678149667',\n",
" '1237656532678149668'], \n",
" dtype='|S19')"
]
},
"execution_count": 72,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data_col0=fx['HDU1/DATA/OBJID'][:]\n",
"data_col0"
]
},
{
"cell_type": "code",
"execution_count": 74,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAsYAAAKBCAYAAABUNW1hAAAKv2lDQ1BJQ0MgUHJvZmlsZQAASImV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\nAElFTkSuQmCC\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 74,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import Image\n",
"Image(filename='hdf5_catalog.png') "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.11"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment