{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.insert(0, '../../gcr-catalogs')\n",
    "sys.path.insert(0, '../../generic-catalog-reader')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import GCRCatalogs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "../../generic-catalog-reader/GCR/composite.py:105: UserWarning: CompositeCatalog is still an experimental feature. Use with care!\n",
      "  warnings.warn('CompositeCatalog is still an experimental feature. Use with care!')\n"
     ]
    }
   ],
   "source": [
    "cc = GCRCatalogs.load_catalog('um_v0.1_test_shear')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['um_v0.1_test', 'shear']"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[cat['catalog_name'] for cat in cc.get_input_kwargs('catalogs')]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "(cc[('um_v0.1_test', 'galaxy_id')] == cc[('shear', 'galaxy_id')]).all()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "../../generic-catalog-reader/GCR/composite.py:105: UserWarning: CompositeCatalog is still an experimental feature. Use with care!\n",
      "  warnings.warn('CompositeCatalog is still an experimental feature. Use with care!')\n"
     ]
    }
   ],
   "source": [
    "cc = GCRCatalogs.load_catalog('proto-dc2_v2.1.2_addon_knots') # this one takes a while because of md5sum check"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['proto-dc2_v2.1.2', 'knots']"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[cat['catalog_name'] for cat in cc.get_input_kwargs('catalogs')]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10022496"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(cc['knots_flux_ratio'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10022496"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(cc['ra'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "../../gcr-catalogs/GCRCatalogs/alphaq.py:105: UserWarning: No md5 sum specified in the config file\n",
      "  warnings.warn('No md5 sum specified in the config file')\n",
      "../../generic-catalog-reader/GCR/composite.py:105: UserWarning: CompositeCatalog is still an experimental feature. Use with care!\n",
      "  warnings.warn('CompositeCatalog is still an experimental feature. Use with care!')\n"
     ]
    }
   ],
   "source": [
    "cc = GCRCatalogs.load_catalog('proto-dc2_v2.1.2_addon_tidal')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['proto-dc2_v2.1.2_test', 'tidal']"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[cat['catalog_name'] for cat in cc.get_input_kwargs('catalogs')]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "galaxy_id = cc['galaxy_id']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "(galaxy_id.compressed() == cc[('proto-dc2_v2.1.2_test', 'galaxy_id')][~galaxy_id.mask]).all()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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