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Merge pull request #193 from bsipocz/FIX_markdown_in_binder
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MAINT: fix binder launch for markdown notebooks de1fff7
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bsipocz committed Dec 20, 2024
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92 changes: 46 additions & 46 deletions _sources/content/reference_notebooks/basic_reference.ipynb
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"cells": [
{
"cell_type": "markdown",
"id": "01cce4f3",
"id": "28052493",
"metadata": {},
"source": [
"# Basic Reference"
]
},
{
"cell_type": "markdown",
"id": "310b4762",
"id": "c0ee67c7",
"metadata": {},
"source": [
"## 0. Setup\n",
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},
{
"cell_type": "markdown",
"id": "b5373ad3",
"id": "3b88031a",
"metadata": {},
"source": [
"## 1. Overview\n",
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{
"cell_type": "code",
"execution_count": 1,
"id": "a7991a72",
"id": "f9b4dd0a",
"metadata": {},
"outputs": [],
"source": [
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},
{
"cell_type": "markdown",
"id": "b8fc39a8",
"id": "ec4345b2",
"metadata": {},
"source": [
"### 2.1 Look Up Services in VO Registry\n",
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{
"cell_type": "code",
"execution_count": 2,
"id": "4c8f23c1",
"id": "44ecfa42",
"metadata": {},
"outputs": [
{
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},
{
"cell_type": "markdown",
"id": "1f59677f",
"id": "9f268cc7",
"metadata": {},
"source": [
"#### 2.1.1 Use different arguments/values to modify the simple example\n",
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{
"cell_type": "code",
"execution_count": 3,
"id": "96206beb",
"id": "a8e9b581",
"metadata": {},
"outputs": [
{
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},
{
"cell_type": "markdown",
"id": "84aead08",
"id": "a62e8bd2",
"metadata": {},
"source": [
"##### Filtering results\n",
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{
"cell_type": "code",
"execution_count": 4,
"id": "0656f316",
"id": "96f6dccd",
"metadata": {},
"outputs": [
{
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},
{
"cell_type": "markdown",
"id": "ed0ed26c",
"id": "1f9270ca",
"metadata": {},
"source": [
"##### Using astropy\n",
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{
"cell_type": "code",
"execution_count": 5,
"id": "a050d9d1",
"id": "cdfba631",
"metadata": {},
"outputs": [
{
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"data": {
"text/html": [
"<div><i>Table length=3</i>\n",
"<table id=\"table140116874473728\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table139823003564112\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>short_name</th><th>res_title</th><th>res_description</th></tr></thead>\n",
"<thead><tr><th>object</th><th>object</th><th>object</th></tr></thead>\n",
"<tr><td>MAST CS</td><td>MAST ConeSearch</td><td>All MAST catalog holdings are available via a ConeSearch endpoint. \\nThis service provides access to all, with an optional non-standard parameter for an individual catalog to query. \\nThe available missions are listed at http://archive.stsci.edu/vo/mast_services.html, \\nand include Hubble (HST) data, Kepler, K2, IUE, HUT, EUVE, FUSE, UIT, WUPPE, BEFS, TUES, IMAPS, High Level Science Products (HLSP), Copernicus, HPOL, VLA First, XMM-OM, and SWIFT.</td></tr>\n",
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},
{
"cell_type": "markdown",
"id": "108c6e21",
"id": "259d8614",
"metadata": {},
"source": [
"### 2.2 Cone search\n",
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{
"cell_type": "code",
"execution_count": 6,
"id": "9133cbf5",
"id": "e1bda0fc",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div><i>Table length=316</i>\n",
"<table id=\"table140116874473824\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table139823003562672\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>ObjID</th><th>Zone</th><th>SeqNo</th><th>RA</th><th>DEC</th><th>pmRA</th><th>pmDEC</th><th>e_pmRA</th><th>e_pmDEC</th><th>e_RA</th><th>e_DEC</th><th>Epoch</th><th>B1Mag</th><th>R1s_g</th><th>B2Mag</th><th>B2s_g</th><th>R2Mag</th><th>R2s_g</th><th>NMag</th><th>mag</th><th>B1s_g</th><th>R1Mag</th><th>distance</th></tr></thead>\n",
"<thead><tr><th></th><th></th><th></th><th>deg</th><th>deg</th><th>mas / yr</th><th>mas / yr</th><th>mas / yr</th><th>mas / yr</th><th>arcsec</th><th>arcsec</th><th>yr</th><th>mag</th><th></th><th>mag</th><th></th><th>mag</th><th></th><th>mag</th><th>mag</th><th></th><th>mag</th><th>arcsec</th></tr></thead>\n",
"<thead><tr><th>int64</th><th>int32</th><th>int32</th><th>float64</th><th>float64</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>int32</th><th>float32</th><th>int32</th><th>float32</th><th>int32</th><th>float32</th><th>float32</th><th>int32</th><th>float32</th><th>float32</th></tr></thead>\n",
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},
{
"cell_type": "markdown",
"id": "0c3546e7",
"id": "af94e663",
"metadata": {},
"source": [
"### 2.3 Image search\n",
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{
"cell_type": "code",
"execution_count": 7,
"id": "67c65d83",
"id": "1ea7e1fc",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div><i>Table length=3</i>\n",
"<table id=\"table140116874476176\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table139823004945664\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>ivoid</th><th>short_name</th><th>res_title</th></tr></thead>\n",
"<thead><tr><th>object</th><th>object</th><th>object</th></tr></thead>\n",
"<tr><td>ivo://archive.stsci.edu/sia/galex</td><td>GALEX</td><td>Galaxy Evolution Explorer (GALEX)</td></tr>\n",
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},
{
"cell_type": "markdown",
"id": "adf0d51d",
"id": "26c0c032",
"metadata": {},
"source": [
"#### Search one of the services\n",
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{
"cell_type": "code",
"execution_count": 8,
"id": "5555e305",
"id": "1768408f",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div><i>Table length=2</i>\n",
"<table id=\"table140117477629648\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table139823001355072\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>filename</th><th>id</th><th>ra_j2000</th><th>dec_j2000</th><th>url</th><th>filesize</th><th>mjdmean</th><th>naxes</th><th>naxis</th><th>scale</th><th>cd</th><th>format</th><th>ref_frame</th><th>equinox</th><th>coord_projection</th><th>crpix</th><th>crval</th><th>ctype</th><th>bandpass_id</th><th>bandpass_refvalue</th><th>bandpass_unit</th><th>bandpass_hilimit</th><th>bandpass_lolimit</th><th>processing</th><th>project</th><th>preview</th><th>representative</th><th>object_id</th></tr></thead>\n",
"<thead><tr><th></th><th></th><th>deg</th><th>deg</th><th></th><th>byte</th><th>d</th><th></th><th>pix</th><th>deg / pix</th><th>deg / pix</th><th></th><th></th><th>yr</th><th></th><th>pix</th><th>pix</th><th></th><th></th><th>m</th><th>m</th><th>m</th><th>m</th><th></th><th></th><th></th><th></th><th></th></tr></thead>\n",
"<thead><tr><th>object</th><th>object</th><th>float64</th><th>float64</th><th>object</th><th>int32</th><th>float64</th><th>int32</th><th>object</th><th>object</th><th>object</th><th>object</th><th>object</th><th>float32</th><th>str3</th><th>object</th><th>object</th><th>object</th><th>object</th><th>float64</th><th>object</th><th>float64</th><th>float64</th><th>object</th><th>object</th><th>object</th><th>object</th><th>object</th></tr></thead>\n",
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},
{
"cell_type": "markdown",
"id": "26a83ca3",
"id": "4ca8e76c",
"metadata": {},
"source": [
"#### Download an image\n",
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{
"cell_type": "code",
"execution_count": 9,
"id": "30c3b512",
"id": "870e91ca",
"metadata": {},
"outputs": [
{
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{
"data": {
"text/plain": [
"'/tmp/astropy-download-1925-h1c1apau'"
"'/tmp/astropy-download-1791-dtkmx6ih'"
]
},
"execution_count": 9,
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},
{
"cell_type": "markdown",
"id": "b65f78b1",
"id": "2553bd98",
"metadata": {},
"source": [
"### 2.4 Spectral search\n",
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{
"cell_type": "code",
"execution_count": 10,
"id": "ee6a9997",
"id": "f71b704b",
"metadata": {},
"outputs": [
{
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{
"data": {
"text/plain": [
"'/tmp/astropy-download-1925-ac3w7j8m'"
"'/tmp/astropy-download-1791-_mypbvfn'"
]
},
"execution_count": 10,
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},
{
"cell_type": "markdown",
"id": "9e9e9ddb",
"id": "cdbf87dd",
"metadata": {},
"source": [
"### 2.5 Table search\n",
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{
"cell_type": "code",
"execution_count": 11,
"id": "bf5b4e21",
"id": "5b62b897",
"metadata": {
"tags": [
"output_scroll"
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"uc7c151mhz - 7C Catalog 151-MHz Survey Final Unified Source Catalog\n",
"ugc - Uppsala General Catalog of Galaxies\n",
"uhuru4 - Uhuru Fourth (4U) Catalog\n",
"uit - Ultraviolet Imaging Telescope Near-UV Bright Objects Catalog\n",
"uit - Ultraviolet Imaging Telescope Near-UV Bright Objects Catalog\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"uitmaster - Ultraviolet Imaging Telescope Master Catalog\n",
"ulxngcat - Ultraluminous X-Ray Sources in Nearby Galaxies Catalog\n",
"ulxrbcat - Ultraluminous X-Ray Sources in External Galaxies Catalog\n",
"upprscoxmm - Upper Sco XMM-Newton X-Ray Point Source Catalog\n",
"uvotbscat - UVOT Bright Star Catalog\n",
"uvqs - UV-Bright Quasar Survey (UVQS) DR1 Catalog\n",
"uzc - Updated Zwicky Catalog\n",
"vela5b - Vela 5B All-Sky Monitor Lightcurves\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"vela5b - Vela 5B All-Sky Monitor Lightcurves\n",
"verimaster - VERITAS Source Catalog\n",
"veroncat - Veron Catalog of Quasars & AGN, 13th Edition\n",
"vla23901p4 - VLA A2390 Cluster of Galaxies 1.4-GHz Source Catalog\n",
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},
{
"cell_type": "markdown",
"id": "30db9571",
"id": "61778c84",
"metadata": {},
"source": [
"#### Column Information\n",
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{
"cell_type": "code",
"execution_count": 12,
"id": "40d493f8",
"id": "ede09700",
"metadata": {},
"outputs": [
{
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},
{
"cell_type": "markdown",
"id": "def54531",
"id": "4d4981d5",
"metadata": {},
"source": [
"#### Perform a Query\n",
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{
"cell_type": "code",
"execution_count": 13,
"id": "c6d2d6d0",
"id": "2e8debc4",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div><i>Table length=13</i>\n",
"<table id=\"table140117477636608\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table139823607307888\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>ra</th><th>dec</th><th>radial_velocity</th><th>radial_velocity_error</th><th>bmag</th><th>morph_type</th></tr></thead>\n",
"<thead><tr><th>deg</th><th>deg</th><th>km / s</th><th>km / s</th><th></th><th></th></tr></thead>\n",
"<thead><tr><th>float64</th><th>float64</th><th>int32</th><th>int16</th><th>float32</th><th>int16</th></tr></thead>\n",
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},
{
"cell_type": "markdown",
"id": "dc090f3c",
"id": "36772d85",
"metadata": {},
"source": [
"## 3. Astroquery\n",
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{
"cell_type": "code",
"execution_count": 14,
"id": "4bed7653",
"id": "d6cc79fc",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div><i>Table length=41</i>\n",
"<table id=\"table140116408000352\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table139822537992048\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>No.</th><th>Object Name</th><th>RA</th><th>DEC</th><th>Type</th><th>Velocity</th><th>Redshift</th><th>Redshift Flag</th><th>Magnitude and Filter</th><th>Separation</th><th>References</th><th>Notes</th><th>Photometry Points</th><th>Positions</th><th>Redshift Points</th><th>Diameter Points</th><th>Associations</th></tr></thead>\n",
"<thead><tr><th></th><th></th><th>degrees</th><th>degrees</th><th></th><th>km / s</th><th></th><th></th><th></th><th>arcmin</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th></tr></thead>\n",
"<thead><tr><th>int32</th><th>str30</th><th>float64</th><th>float64</th><th>object</th><th>float64</th><th>float64</th><th>object</th><th>object</th><th>float64</th><th>int32</th><th>int32</th><th>int32</th><th>int32</th><th>int32</th><th>int32</th><th>int32</th></tr></thead>\n",
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