Klausurvorbereitung.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "  \"acknowledged\" : true\n",
      "}\n",
      "{\n",
      "  \"acknowledged\" : true,\n",
      "  \"shards_acknowledged\" : true\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "curl -XDELETE localhost:9200/klausurvorbereitung?pretty\n",
    "curl -XPUT localhost:9200/klausurvorbereitung?pretty -d'\n",
    "{\n",
    "    \"mappings\" : {\n",
    "        \"movies\" : {\n",
    "            \"properties\": {\n",
    "                \"title\" : {\n",
    "                    \"type\" : \"text\",\n",
    "                    \"analyzer\" : \"standard\"\n",
    "                },\n",
    "                \"year\" : {\n",
    "                    \"type\" : \"short\"\n",
    "                },\n",
    "                \"runtime\" : {\n",
    "                    \"type\": \"short\"\n",
    "                },\n",
    "                \"director\": {\n",
    "                    \"type\": \"keyword\"\n",
    "                },\n",
    "                \"videocodec\": {\n",
    "                    \"type\": \"keyword\"\n",
    "                },\n",
    "                \"budget\": {\n",
    "                    \"type\": \"integer\"\n",
    "                }\n",
    "            }\n",
    "        }\n",
    "    }\n",
    "}'\n",
    "\n",
    "# Beispiel:\n",
    "# Title = Pulp Fiction\n",
    "# Year = 1994\n",
    "# director = Quentin Tarantino\n",
    "# videocodec = x264 (kann auch sein: h264, AVC, h265, MPEG-2, MPEG-4, XviD)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "  \"_index\" : \"klausurvorbereitung\",\n",
      "  \"_type\" : \"movies\",\n",
      "  \"_id\" : \"AV1h4fyvVByKtHw0fYXW\",\n",
      "  \"_version\" : 1,\n",
      "  \"result\" : \"created\",\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 2,\n",
      "    \"successful\" : 1,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"created\" : true\n",
      "}\n",
      "{\n",
      "  \"_index\" : \"klausurvorbereitung\",\n",
      "  \"_type\" : \"movies\",\n",
      "  \"_id\" : \"AV1h4f5WVByKtHw0fYXX\",\n",
      "  \"_version\" : 1,\n",
      "  \"result\" : \"created\",\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 2,\n",
      "    \"successful\" : 1,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"created\" : true\n",
      "}\n",
      "{\n",
      "  \"_index\" : \"klausurvorbereitung\",\n",
      "  \"_type\" : \"movies\",\n",
      "  \"_id\" : \"AV1h4f_9VByKtHw0fYXY\",\n",
      "  \"_version\" : 1,\n",
      "  \"result\" : \"created\",\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 2,\n",
      "    \"successful\" : 1,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"created\" : true\n",
      "}\n",
      "{\n",
      "  \"_index\" : \"klausurvorbereitung\",\n",
      "  \"_type\" : \"movies\",\n",
      "  \"_id\" : \"AV1h4gFwVByKtHw0fYXZ\",\n",
      "  \"_version\" : 1,\n",
      "  \"result\" : \"created\",\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 2,\n",
      "    \"successful\" : 1,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"created\" : true\n",
      "}\n",
      "{\n",
      "  \"_index\" : \"klausurvorbereitung\",\n",
      "  \"_type\" : \"movies\",\n",
      "  \"_id\" : \"AV1h4gLjVByKtHw0fYXa\",\n",
      "  \"_version\" : 1,\n",
      "  \"result\" : \"created\",\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 2,\n",
      "    \"successful\" : 1,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"created\" : true\n",
      "}\n",
      "{\n",
      "  \"_index\" : \"klausurvorbereitung\",\n",
      "  \"_type\" : \"movies\",\n",
      "  \"_id\" : \"AV1h4gSLVByKtHw0fYXb\",\n",
      "  \"_version\" : 1,\n",
      "  \"result\" : \"created\",\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 2,\n",
      "    \"successful\" : 1,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"created\" : true\n",
      "}\n",
      "{\n",
      "  \"_index\" : \"klausurvorbereitung\",\n",
      "  \"_type\" : \"movies\",\n",
      "  \"_id\" : \"AV1h4gYxVByKtHw0fYXc\",\n",
      "  \"_version\" : 1,\n",
      "  \"result\" : \"created\",\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 2,\n",
      "    \"successful\" : 1,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"created\" : true\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "curl -XPOST localhost:9200/klausurvorbereitung/movies?pretty -d'{\n",
    "    \"title\": \"Pulp Fiction\",\n",
    "    \"year\": 1994,\n",
    "    \"director\": \"Quentin Tarantino\",\n",
    "    \"videocodec\": \"AVC\",\n",
    "    \"budget\": 100\n",
    "}'\n",
    "\n",
    "curl -XPOST localhost:9200/klausurvorbereitung/movies?pretty -d'{\n",
    "    \"title\": \"Reservoir Dogs\",\n",
    "    \"year\": 1992,\n",
    "    \"director\": \"Quentin Tarantino\",\n",
    "    \"videocodec\": \"AVC\",\n",
    "    \"budget\": 100\n",
    "}'\n",
    "\n",
    "curl -XPOST localhost:9200/klausurvorbereitung/movies?pretty -d'{\n",
    "    \"title\": \"Jackie Brown\",\n",
    "    \"year\": 1997,\n",
    "    \"director\": \"Quentin Tarantino\",\n",
    "    \"videocodec\": \"x264\",\n",
    "    \"budget\": 100\n",
    "}'\n",
    "curl -XPOST localhost:9200/klausurvorbereitung/movies?pretty -d'{\n",
    "    \"title\": \"Kill Bill Vol.1\",\n",
    "    \"year\": 2003,\n",
    "    \"director\": \"Quentin Tarantino\",\n",
    "    \"videocodec\": \"AVC\",\n",
    "    \"budget\": 100\n",
    "}'\n",
    "curl -XPOST localhost:9200/klausurvorbereitung/movies?pretty -d'{\n",
    "    \"title\": \"Kill Bill Vol.2\",\n",
    "    \"year\": 2004,\n",
    "    \"director\": \"Quentin Tarantino\",\n",
    "    \"videocodec\": \"AVC\",\n",
    "    \"budget\": 100\n",
    "}'\n",
    "\n",
    "curl -XPOST localhost:9200/klausurvorbereitung/movies?pretty -d'{\n",
    "    \"title\": \"Full Metal Jacket\",\n",
    "    \"year\": 1987,\n",
    "    \"director\": \"Stanley Kubrick\",\n",
    "    \"videocodec\": \"x264\",\n",
    "    \"budget\": 150\n",
    "}'\n",
    "\n",
    "curl -XPOST localhost:9200/klausurvorbereitung/movies?pretty -d'{\n",
    "    \"title\": \"2001: A Space Odyssey\",\n",
    "    \"year\": 1968,\n",
    "    \"director\": \"Stanley Kubrick\",\n",
    "    \"videocodec\": \"x264\",\n",
    "    \"budget\": 200\n",
    "}'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "  \"took\" : 1,\n",
      "  \"timed_out\" : false,\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 5,\n",
      "    \"successful\" : 5,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"hits\" : {\n",
      "    \"total\" : 2,\n",
      "    \"max_score\" : 0.2876821,\n",
      "    \"hits\" : [\n",
      "      {\n",
      "        \"_index\" : \"klausurvorbereitung\",\n",
      "        \"_type\" : \"movies\",\n",
      "        \"_id\" : \"AV1h4gLjVByKtHw0fYXa\",\n",
      "        \"_score\" : 0.2876821,\n",
      "        \"_source\" : {\n",
      "          \"title\" : \"Kill Bill Vol.2\",\n",
      "          \"year\" : 2004,\n",
      "          \"director\" : \"Quentin Tarantino\",\n",
      "          \"videocodec\" : \"AVC\",\n",
      "          \"budget\" : 100\n",
      "        }\n",
      "      },\n",
      "      {\n",
      "        \"_index\" : \"klausurvorbereitung\",\n",
      "        \"_type\" : \"movies\",\n",
      "        \"_id\" : \"AV1h4gFwVByKtHw0fYXZ\",\n",
      "        \"_score\" : 0.2876821,\n",
      "        \"_source\" : {\n",
      "          \"title\" : \"Kill Bill Vol.1\",\n",
      "          \"year\" : 2003,\n",
      "          \"director\" : \"Quentin Tarantino\",\n",
      "          \"videocodec\" : \"AVC\",\n",
      "          \"budget\" : 100\n",
      "        }\n",
      "      }\n",
      "    ]\n",
      "  }\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "curl -XPOST localhost:9200/klausurvorbereitung/movies/_search?pretty -d '{\n",
    "    \"query\" :{\n",
    "        \"match\" : {\n",
    "            \"title\" : \"kill\"\n",
    "        }\n",
    "    }\n",
    "}'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "  \"took\" : 1,\n",
      "  \"timed_out\" : false,\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 5,\n",
      "    \"successful\" : 5,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"hits\" : {\n",
      "    \"total\" : 1,\n",
      "    \"max_score\" : 0.47000363,\n",
      "    \"hits\" : [\n",
      "      {\n",
      "        \"_index\" : \"klausurvorbereitung\",\n",
      "        \"_type\" : \"movies\",\n",
      "        \"_id\" : \"AV1h4fyvVByKtHw0fYXW\",\n",
      "        \"_score\" : 0.47000363,\n",
      "        \"_source\" : {\n",
      "          \"title\" : \"Pulp Fiction\",\n",
      "          \"year\" : 1994,\n",
      "          \"director\" : \"Quentin Tarantino\",\n",
      "          \"videocodec\" : \"AVC\",\n",
      "          \"budget\" : 100\n",
      "        }\n",
      "      }\n",
      "    ]\n",
      "  }\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "curl -XPOST localhost:9200/klausurvorbereitung/movies/_search?pretty -d '\n",
    "{\n",
    "    \"query\" :{\n",
    "        \"bool\": {\n",
    "            \"must\": {\n",
    "                \"term\" : {\n",
    "                    \"videocodec\" : \"AVC\"\n",
    "                }\n",
    "            },\n",
    "            \"filter\": [\n",
    "                {\"range\": { \"year\": { \"from\" : 1994, \"to\": 2000} } }\n",
    "            ]\n",
    "        }\n",
    "    }\n",
    "}'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "  \"took\" : 1,\n",
      "  \"timed_out\" : false,\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 5,\n",
      "    \"successful\" : 5,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"hits\" : {\n",
      "    \"total\" : 7,\n",
      "    \"max_score\" : 1.0,\n",
      "    \"hits\" : [\n",
      "      {\n",
      "        \"_index\" : \"klausurvorbereitung\",\n",
      "        \"_type\" : \"movies\",\n",
      "        \"_id\" : \"AV1h4f_9VByKtHw0fYXY\",\n",
      "        \"_score\" : 1.0,\n",
      "        \"_source\" : {\n",
      "          \"title\" : \"Jackie Brown\",\n",
      "          \"year\" : 1997,\n",
      "          \"director\" : \"Quentin Tarantino\",\n",
      "          \"videocodec\" : \"x264\",\n",
      "          \"budget\" : 100\n",
      "        }\n",
      "      },\n",
      "      {\n",
      "        \"_index\" : \"klausurvorbereitung\",\n",
      "        \"_type\" : \"movies\",\n",
      "        \"_id\" : \"AV1h4gYxVByKtHw0fYXc\",\n",
      "        \"_score\" : 1.0,\n",
      "        \"_source\" : {\n",
      "          \"title\" : \"2001: A Space Odyssey\",\n",
      "          \"year\" : 1968,\n",
      "          \"director\" : \"Stanley Kubrick\",\n",
      "          \"videocodec\" : \"x264\",\n",
      "          \"budget\" : 200\n",
      "        }\n",
      "      },\n",
      "      {\n",
      "        \"_index\" : \"klausurvorbereitung\",\n",
      "        \"_type\" : \"movies\",\n",
      "        \"_id\" : \"AV1h4gLjVByKtHw0fYXa\",\n",
      "        \"_score\" : 1.0,\n",
      "        \"_source\" : {\n",
      "          \"title\" : \"Kill Bill Vol.2\",\n",
      "          \"year\" : 2004,\n",
      "          \"director\" : \"Quentin Tarantino\",\n",
      "          \"videocodec\" : \"AVC\",\n",
      "          \"budget\" : 100\n",
      "        }\n",
      "      },\n",
      "      {\n",
      "        \"_index\" : \"klausurvorbereitung\",\n",
      "        \"_type\" : \"movies\",\n",
      "        \"_id\" : \"AV1h4gFwVByKtHw0fYXZ\",\n",
      "        \"_score\" : 1.0,\n",
      "        \"_source\" : {\n",
      "          \"title\" : \"Kill Bill Vol.1\",\n",
      "          \"year\" : 2003,\n",
      "          \"director\" : \"Quentin Tarantino\",\n",
      "          \"videocodec\" : \"AVC\",\n",
      "          \"budget\" : 100\n",
      "        }\n",
      "      },\n",
      "      {\n",
      "        \"_index\" : \"klausurvorbereitung\",\n",
      "        \"_type\" : \"movies\",\n",
      "        \"_id\" : \"AV1h4fyvVByKtHw0fYXW\",\n",
      "        \"_score\" : 1.0,\n",
      "        \"_source\" : {\n",
      "          \"title\" : \"Pulp Fiction\",\n",
      "          \"year\" : 1994,\n",
      "          \"director\" : \"Quentin Tarantino\",\n",
      "          \"videocodec\" : \"AVC\",\n",
      "          \"budget\" : 100\n",
      "        }\n",
      "      },\n",
      "      {\n",
      "        \"_index\" : \"klausurvorbereitung\",\n",
      "        \"_type\" : \"movies\",\n",
      "        \"_id\" : \"AV1h4f5WVByKtHw0fYXX\",\n",
      "        \"_score\" : 1.0,\n",
      "        \"_source\" : {\n",
      "          \"title\" : \"Reservoir Dogs\",\n",
      "          \"year\" : 1992,\n",
      "          \"director\" : \"Quentin Tarantino\",\n",
      "          \"videocodec\" : \"AVC\",\n",
      "          \"budget\" : 100\n",
      "        }\n",
      "      },\n",
      "      {\n",
      "        \"_index\" : \"klausurvorbereitung\",\n",
      "        \"_type\" : \"movies\",\n",
      "        \"_id\" : \"AV1h4gSLVByKtHw0fYXb\",\n",
      "        \"_score\" : 1.0,\n",
      "        \"_source\" : {\n",
      "          \"title\" : \"Full Metal Jacket\",\n",
      "          \"year\" : 1987,\n",
      "          \"director\" : \"Stanley Kubrick\",\n",
      "          \"videocodec\" : \"x264\",\n",
      "          \"budget\" : 150\n",
      "        }\n",
      "      }\n",
      "    ]\n",
      "  }\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "curl -XGET 'localhost:9200/klausurvorbereitung/_search?pretty'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Anmerkung:  \n",
    "By default, queries will use the analyzer defined in the field mapping,  \n",
    "but this can be overridden with the search_analyzer setting"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "  \"took\" : 3,\n",
      "  \"timed_out\" : false,\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 5,\n",
      "    \"successful\" : 5,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"hits\" : {\n",
      "    \"total\" : 7,\n",
      "    \"max_score\" : 0.0,\n",
      "    \"hits\" : [ ]\n",
      "  },\n",
      "  \"aggregations\" : {\n",
      "    \"by_codec\" : {\n",
      "      \"doc_count_error_upper_bound\" : 0,\n",
      "      \"sum_other_doc_count\" : 0,\n",
      "      \"buckets\" : [\n",
      "        {\n",
      "          \"key\" : \"AVC\",\n",
      "          \"doc_count\" : 4,\n",
      "          \"by_year\" : {\n",
      "            \"doc_count_error_upper_bound\" : 0,\n",
      "            \"sum_other_doc_count\" : 0,\n",
      "            \"buckets\" : [\n",
      "              {\n",
      "                \"key\" : 1992,\n",
      "                \"doc_count\" : 1\n",
      "              },\n",
      "              {\n",
      "                \"key\" : 1994,\n",
      "                \"doc_count\" : 1\n",
      "              },\n",
      "              {\n",
      "                \"key\" : 2003,\n",
      "                \"doc_count\" : 1\n",
      "              },\n",
      "              {\n",
      "                \"key\" : 2004,\n",
      "                \"doc_count\" : 1\n",
      "              }\n",
      "            ]\n",
      "          }\n",
      "        },\n",
      "        {\n",
      "          \"key\" : \"x264\",\n",
      "          \"doc_count\" : 3,\n",
      "          \"by_year\" : {\n",
      "            \"doc_count_error_upper_bound\" : 0,\n",
      "            \"sum_other_doc_count\" : 0,\n",
      "            \"buckets\" : [\n",
      "              {\n",
      "                \"key\" : 1968,\n",
      "                \"doc_count\" : 1\n",
      "              },\n",
      "              {\n",
      "                \"key\" : 1987,\n",
      "                \"doc_count\" : 1\n",
      "              },\n",
      "              {\n",
      "                \"key\" : 1997,\n",
      "                \"doc_count\" : 1\n",
      "              }\n",
      "            ]\n",
      "          }\n",
      "        }\n",
      "      ]\n",
      "    }\n",
      "  }\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "curl -XPOST localhost:9200/klausurvorbereitung/movies/_search?pretty -d '\n",
    "{\n",
    "    \"size\":0,\n",
    "    \"aggs\" :{\n",
    "        \"by_codec\" : {\n",
    "            \"terms\" : {\n",
    "                \"field\" : \"videocodec\"\n",
    "            },\n",
    "            \"aggs\": {\n",
    "                \"by_year\": {\n",
    "                    \"terms\": {\n",
    "                        \"field\": \"year\"\n",
    "                    }\n",
    "                }\n",
    "            }\n",
    "        }\n",
    "    }\n",
    "}'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "  \"took\" : 2,\n",
      "  \"timed_out\" : false,\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 5,\n",
      "    \"successful\" : 5,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"hits\" : {\n",
      "    \"total\" : 7,\n",
      "    \"max_score\" : 0.0,\n",
      "    \"hits\" : [ ]\n",
      "  },\n",
      "  \"aggregations\" : {\n",
      "    \"by_director\" : {\n",
      "      \"doc_count_error_upper_bound\" : 0,\n",
      "      \"sum_other_doc_count\" : 0,\n",
      "      \"buckets\" : [\n",
      "        {\n",
      "          \"key\" : \"Quentin Tarantino\",\n",
      "          \"doc_count\" : 5,\n",
      "          \"sum_budget\" : {\n",
      "            \"count\" : 5,\n",
      "            \"min\" : 100.0,\n",
      "            \"max\" : 100.0,\n",
      "            \"avg\" : 100.0,\n",
      "            \"sum\" : 500.0\n",
      "          }\n",
      "        },\n",
      "        {\n",
      "          \"key\" : \"Stanley Kubrick\",\n",
      "          \"doc_count\" : 2,\n",
      "          \"sum_budget\" : {\n",
      "            \"count\" : 2,\n",
      "            \"min\" : 150.0,\n",
      "            \"max\" : 200.0,\n",
      "            \"avg\" : 175.0,\n",
      "            \"sum\" : 350.0\n",
      "          }\n",
      "        }\n",
      "      ]\n",
      "    }\n",
      "  }\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "curl -XPOST 'localhost:9200/klausurvorbereitung/movies/_search?pretty' -d '\n",
    "{\n",
    "    \"size\": 0,\n",
    "    \"aggs\":{\n",
    "        \"by_director\": {\n",
    "            \"terms\": {\n",
    "                \"field\": \"director\"\n",
    "            },\n",
    "            \"aggs\": {\n",
    "                \"sum_budget\": {\n",
    "                    \"stats\": { \"field\": \"budget\" }\n",
    "                }\n",
    "            }\n",
    "        }\n",
    "    }\n",
    "\n",
    "}'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "  \"took\" : 8,\n",
      "  \"timed_out\" : false,\n",
      "  \"_shards\" : {\n",
      "    \"total\" : 5,\n",
      "    \"successful\" : 5,\n",
      "    \"failed\" : 0\n",
      "  },\n",
      "  \"hits\" : {\n",
      "    \"total\" : 1,\n",
      "    \"max_score\" : 0.7337094,\n",
      "    \"hits\" : [\n",
      "      {\n",
      "        \"_index\" : \"klausurvorbereitung\",\n",
      "        \"_type\" : \"movies\",\n",
      "        \"_id\" : \"AV1h4f5WVByKtHw0fYXX\",\n",
      "        \"_score\" : 0.7337094,\n",
      "        \"_source\" : {\n",
      "          \"title\" : \"Reservoir Dogs\",\n",
      "          \"year\" : 1992,\n",
      "          \"director\" : \"Quentin Tarantino\",\n",
      "          \"videocodec\" : \"AVC\",\n",
      "          \"budget\" : 100\n",
      "        }\n",
      "      }\n",
      "    ]\n",
      "  }\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "curl -XGET 'http://localhost:9200/klausurvorbereitung/movies/_search?pretty' -d '\n",
    "{\n",
    "    \"query\": {\n",
    "        \"fuzzy\" : {\n",
    "            \"title\" : \"Rexervoir\"\n",
    "        }\n",
    "    }\n",
    "}\n",
    "'\n",
    "# Quention Tarantino\n",
    "# Quentiin Tarantino\n",
    "# Quentin Tantin\n",
    "# Quentin Tarantina\n",
    "# ...\n",
    "# "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
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