https://www.elastic.co/guide/en/elasticsearch/reference/7.13/index.html
https://maoyan.com/films/257706 https://m.maoyan.com/mmdb/comments/movie/257706.json
PUT cjh_movie_index
{
"settings": {
"index": {
"default_pipeline": "auto_process"
}
},
"mappings": {
"properties": {
"comment_id": {
"type": "keyword"
},
"approve": {
"type": "long"
},
"reply": {
"type": "long"
},
"comment_time": {
"type": "date",
"format": " yyyy-M-d H:m || yyyy-M-dd H:m || yyyy-M-dd H:mm || yyyy-M-d HH:mm || yyyy-M-dd HH:mm ||yyyy-MM-dd HH:mm || yyyy-MM-dd HH:mm:ss||yyyy-MM-dd||epoch_millis"
},
"sureViewed": {
"type": "keyword"
},
"nickName": {
"type": "text",
"analyzer": "ik_max_word",
"fields": {
"keyword": {
"type": "keyword"
}
}
},
"gender": {
"type": "keyword"
},
"cityName": {
"type": "text",
"analyzer": "ik_max_word",
"fields": {
"keyword": {
"type": "keyword"
}
}
},
"userLevel": {
"type": "keyword"
},
"user_id": {
"type": "keyword"
},
"score": {
"type": "keyword"
},
"score_level": {
"type": "integer",
"fields": {
"keyword":{
"type":"keyword"
}
}
},
"director": {
"type": "keyword"
},
"starring":{
"type":"keyword"
},
"content": {
"type": "text",
"analyzer": "ik_max_word",
"fields": {
"smart": {
"type": "text",
"analyzer": "ik_smart",
"fielddata": true
},
"keyword": {
"type": "keyword"
}
}
},
"location": {
"type": "geo_point"
}
}
}
}
POST _ingest/pipeline/_simulate
{
"pipeline": {
"processors": [
{
"script": {
"description": "Extract 'tags' from 'env' field",
"lang": "painless",
"source": """if(ctx.content.contains('易烊千玺') | ctx.content.contains('易烊') | ctx.content.contains('千玺')){
ctx.starring.add('易烊千玺')
}"""
}
}
]
},
"docs": [
{
"_source": {
"comment_id": 1,
"content": "易烊千玺真棒，吴京也好厉害！钢七连最厉害！",
"score": "4.5",
"cityName": "北京",
"starring": []
}
}
]
}
DELETE my-index-102801
PUT my-index-102801
{
"settings": {
"index": {
"default_pipeline": "addtags"
}
},
"mappings": {
"properties": {
"content": {
"type": "text"
},
"starring": {
"type": "keyword"
}
}
}
}
GET my-index-102801
POST my-index-102801/_doc
{
"content": "易烊千玺真棒，吴京也好厉害！钢七连最厉害！",
"score": "4.5",
"cityName": "北京"
}
GET my-index-102801/_search
** 注意：数据已整理为 Chapter19_datas.zip，解压即可使用。 **
input {
file {
path => "/www/elasticsearch_0713/logstash-7.13.0/sync/*.csv"
start_position => "beginning"
sincedb_path => "/dev/null"
}
}
filter {
csv {
separator => ","
columns => ["comment_id","approve","reply","comment_time","sureViewed","nickName","gender","cityName","userLevel","user_id","score","content"]
}
mutate {
remove_field =>["message"]
}
}
output {
elasticsearch {
hosts => "https://172.21.0.14:9200"
index => "cjh_movie_index"
user => "elastic"
password => "psdlaoyang"
cacert => "/www/elasticsearch_0801_20220713/singo_node/elasticsearch-8.1.0/config/certs/http_ca.crt"
}
stdout {}
}
(这一步极为重要)
PUT my-index-0000029
{
"mappings": {
"properties": {
"location": {
"type": "geo_point"
}
}
}
}
POST my-index-0000029/_doc
{
"date": "2021-10-29T20:00:00Z",
"text": "Geopoint as an object",
"location": "39.9299857781,116.395645038"
}
https://www.elastic.co/guide/en/elasticsearch/reference/current/geo-point.html
DELETE my-index-102802
PUT my-index-102802
{
"mappings": {
"properties": {
"content":{
"type":"text",
"analyzer": "ik_smart",
"fielddata": true
}
}
}
}
PUT my-index-102802/_bulk
{"index":{"_id":1}}
{"content":"《长津湖》续集正式官宣,吴京、易烊千玺领衔主演"}
{"index":{"_id":2}}
{"content":"吴京、易烊千玺领衔,《长津湖之水门桥》入冬后全员再度集..."}
{"index":{"_id":3}}
{"content":"易烊千玺从不单独去机场,身边往往有两个人护送,三人各有各..."}
{"index":{"_id":4}}
{"content":"易烊千玺面对镜头时笑到癫狂,原来都是生蚝惹的祸! - 饭圈..."}
POST my-index-102802/_search
{
"size": 0,
"aggs": {
"term_aggs": {
"terms": {
"field": "content"
}
}
}
}
PUT _ingest/pipeline/auto_process
{
"description": "add score level...",
"processors": [
{
"script": {
"lang": "painless",
"source": """
if(ctx.cityName=='上海'){ctx.location = "31.24916171,121.487899486"}
if(ctx.cityName=='临沧'){ctx.location = "23.8878061038,100.092612914"}
if(ctx.cityName=='丽江'){ctx.location = "26.8753510895,100.229628399"}
if(ctx.cityName=='保山'){ctx.location = "25.1204891962,99.1779956133"}
if(ctx.cityName=='大理白族自治州'){ctx.location = "25.5968996394,100.223674789"}
if(ctx.cityName=='德宏傣族景颇族自治州'){ctx.location = "24.441239663,98.5894342874"}
if(ctx.cityName=='怒江傈僳族自治州'){ctx.location = "25.8606769782,98.8599320425"}
if(ctx.cityName=='文山壮族苗族自治州'){ctx.location = "23.3740868504,104.246294318"}
if(ctx.cityName=='昆明'){ctx.location = "25.0491531005,102.714601139"}
if(ctx.cityName=='昭通'){ctx.location = "27.3406329636,103.725020656"}
if(ctx.cityName=='普洱'){ctx.location = "22.7887777801,100.98005773"}
if(ctx.cityName=='曲靖'){ctx.location = "25.5207581429,103.782538888"}
if(ctx.cityName=='楚雄彝族自治州'){ctx.location = "25.0663556742,101.529382239"}
if(ctx.cityName=='玉溪'){ctx.location = "24.3704471344,102.545067892"}
if(ctx.cityName=='红河哈尼族彝族自治州'){ctx.location = "23.3677175165,103.384064757"}
if(ctx.cityName=='西双版纳傣族自治州'){ctx.location = "22.0094330022,100.803038275"}
if(ctx.cityName=='迪庆藏族自治州'){ctx.location = "27.8310294612,99.7136815989"}
if(ctx.cityName=='乌兰察布'){ctx.location = "41.0223629468,113.112846391"}
if(ctx.cityName=='乌海'){ctx.location = "39.6831770068,106.831999097"}
if(ctx.cityName=='兴安盟'){ctx.location = "46.0837570652,122.048166514"}
if(ctx.cityName=='包头'){ctx.location = "40.6471194257,109.846238532"}
if(ctx.cityName=='呼伦贝尔'){ctx.location = "49.2016360546,119.760821794"}
if(ctx.cityName=='呼和浩特'){ctx.location = "40.8283188731,111.66035052"}
if(ctx.cityName=='巴彦淖尔'){ctx.location = "40.7691799024,107.42380672"}
if(ctx.cityName=='赤峰'){ctx.location = "42.2971123203,118.930761192"}
if(ctx.cityName=='通辽'){ctx.location = "43.633756073,122.260363263"}
if(ctx.cityName=='鄂尔多斯'){ctx.location = "39.8164895606,109.993706251"}
if(ctx.cityName=='锡林郭勒盟'){ctx.location = "43.9397048423,116.027339689"}
if(ctx.cityName=='阿拉善盟'){ctx.location = "38.8430752644,105.695682871"}
if(ctx.cityName=='北京'){ctx.location = "39.9299857781,116.395645038"}
if(ctx.cityName=='台中'){ctx.location = "26.0911937119,119.337634104"}
if(ctx.cityName=='台北'){ctx.location = "22.3748329286,114.130474436"}
if(ctx.cityName=='台南'){ctx.location = "38.9658447898,121.360525873"}
if(ctx.cityName=='嘉义'){ctx.location = "22.7288657203,114.246701335"}
if(ctx.cityName=='高雄'){ctx.location = "21.9464822541,111.590952812"}
if(ctx.cityName=='吉林'){ctx.location = "43.8719883344,126.564543989"}
if(ctx.cityName=='四平'){ctx.location = "43.1755247011,124.391382074"}
if(ctx.cityName=='延边朝鲜族自治州'){ctx.location = "42.8964136037,129.485901958"}
if(ctx.cityName=='松原'){ctx.location = "45.1360489701,124.832994532"}
if(ctx.cityName=='白城'){ctx.location = "45.6210862752,122.840776679"}
if(ctx.cityName=='白山'){ctx.location = "41.945859397,126.435797675"}
if(ctx.cityName=='辽源'){ctx.location = "42.9233026191,125.133686052"}
if(ctx.cityName=='通化'){ctx.location = "41.7363971299,125.942650139"}
if(ctx.cityName=='长春'){ctx.location = "43.8983376071,125.313642427"}
if(ctx.cityName=='乐山'){ctx.location = "29.6009576111,103.760824239"}
if(ctx.cityName=='内江'){ctx.location = "29.5994615348,105.073055992"}
if(ctx.cityName=='凉山彝族自治州'){ctx.location = "27.8923929037,102.259590803"}
if(ctx.cityName=='南充'){ctx.location = "30.8009651682,106.105553984"}
if(ctx.cityName=='宜宾'){ctx.location = "28.7696747963,104.633019062"}
if(ctx.cityName=='巴中'){ctx.location = "31.8691891592,106.757915842"}
if(ctx.cityName=='广元'){ctx.location = "32.4410401584,105.81968694"}
if(ctx.cityName=='广安'){ctx.location = "30.4639838879,106.635720331"}
if(ctx.cityName=='德阳'){ctx.location = "31.1311396527,104.402397818"}
if(ctx.cityName=='成都'){ctx.location = "30.6799428454,104.067923463"}
if(ctx.cityName=='攀枝花'){ctx.location = "26.5875712571,101.722423152"}
if(ctx.cityName=='泸州'){ctx.location = "28.8959298039,105.443970289"}
if(ctx.cityName=='甘孜藏族自治州'){ctx.location = "30.0551441144,101.969232063"}
if(ctx.cityName=='眉山'){ctx.location = "30.0611150799,103.841429563"}
if(ctx.cityName=='绵阳'){ctx.location = "31.5047012581,104.705518975"}
if(ctx.cityName=='自贡'){ctx.location = "29.3591568895,104.776071339"}
if(ctx.cityName=='资阳'){ctx.location = "30.132191434,104.635930302"}
if(ctx.cityName=='达州'){ctx.location = "31.2141988589,107.494973447"}
if(ctx.cityName=='遂宁'){ctx.location = "30.5574913504,105.564887792"}
if(ctx.cityName=='阿坝藏族羌族自治州'){ctx.location = "31.9057628583,102.228564689"}
if(ctx.cityName=='雅安'){ctx.location = "29.9997163371,103.009356466"}
if(ctx.cityName=='天津'){ctx.location = "39.1439299033,117.210813092"}
if(ctx.cityName=='中卫'){ctx.location = "37.5211241916,105.196754199"}
if(ctx.cityName=='吴忠'){ctx.location = "37.9935610029,106.208254199"}
if(ctx.cityName=='固原'){ctx.location = "36.0215234807,106.285267996"}
if(ctx.cityName=='石嘴山'){ctx.location = "39.0202232836,106.379337202"}
if(ctx.cityName=='银川'){ctx.location = "38.5026210119,106.206478608"}
if(ctx.cityName=='亳州'){ctx.location = "33.8712105653,115.787928245"}
if(ctx.cityName=='六安'){ctx.location = "31.7555583552,116.505252683"}
if(ctx.cityName=='合肥'){ctx.location = "31.8669422607,117.282699092"}
if(ctx.cityName=='安庆'){ctx.location = "30.5378978174,117.058738772"}
if(ctx.cityName=='宣城'){ctx.location = "30.9516423543,118.752096311"}
if(ctx.cityName=='宿州'){ctx.location = "33.6367723858,116.988692412"}
if(ctx.cityName=='池州'){ctx.location = "30.6600192482,117.494476772"}
if(ctx.cityName=='淮北'){ctx.location = "33.9600233054,116.791447429"}
if(ctx.cityName=='淮南'){ctx.location = "32.6428118237,117.018638863"}
if(ctx.cityName=='滁州'){ctx.location = "32.3173505954,118.324570351"}
if(ctx.cityName=='芜湖'){ctx.location = "31.3660197875,118.384108423"}
if(ctx.cityName=='蚌埠'){ctx.location = "32.9294989067,117.357079866"}
if(ctx.cityName=='铜陵'){ctx.location = "30.9409296947,117.819428729"}
if(ctx.cityName=='阜阳'){ctx.location = "32.9012113306,115.820932259"}
if(ctx.cityName=='马鞍山'){ctx.location = "31.6885281589,118.515881847"}
if(ctx.cityName=='黄山'){ctx.location = "29.7344348562,118.293569632"}
if(ctx.cityName=='东营'){ctx.location = "37.4871211553,118.583926333"}
if(ctx.cityName=='临沂'){ctx.location = "35.0724090744,118.340768237"}
if(ctx.cityName=='威海'){ctx.location = "37.5287870813,122.093958366"}
if(ctx.cityName=='德州'){ctx.location = "37.4608259263,116.328161364"}
if(ctx.cityName=='日照'){ctx.location = "35.4202251931,119.507179943"}
if(ctx.cityName=='枣庄'){ctx.location = "34.8078830784,117.279305383"}
if(ctx.cityName=='泰安'){ctx.location = "36.1880777589,117.089414917"}
if(ctx.cityName=='济南'){ctx.location = "36.6827847272,117.024967066"}
if(ctx.cityName=='济宁'){ctx.location = "35.4021216643,116.600797625"}
if(ctx.cityName=='淄博'){ctx.location = "36.8046848542,118.059134278"}
if(ctx.cityName=='滨州'){ctx.location = "37.4053139418,117.968292415"}
if(ctx.cityName=='潍坊'){ctx.location = "36.7161148731,119.142633823"}
if(ctx.cityName=='烟台'){ctx.location = "37.5365615629,121.30955503"}
if(ctx.cityName=='聊城'){ctx.location = "36.4558285147,115.986869139"}
if(ctx.cityName=='莱芜'){ctx.location = "36.2336541336,117.684666912"}
if(ctx.cityName=='菏泽'){ctx.location = "35.2624404961,115.463359775"}
if(ctx.cityName=='青岛'){ctx.location = "36.1052149013,120.384428184"}
if(ctx.cityName=='临汾'){ctx.location = "36.0997454436,111.538787596"}
if(ctx.cityName=='吕梁'){ctx.location = "37.527316097,111.143156602"}
if(ctx.cityName=='大同'){ctx.location = "40.1137444997,113.290508673"}
if(ctx.cityName=='太原'){ctx.location = "37.890277054,112.550863589"}
if(ctx.cityName=='忻州'){ctx.location = "38.461030573,112.727938829"}
if(ctx.cityName=='晋中'){ctx.location = "37.6933615268,112.7385144"}
if(ctx.cityName=='晋城'){ctx.location = "35.4998344672,112.867332758"}
if(ctx.cityName=='朔州'){ctx.location = "39.3376719662,112.479927727"}
if(ctx.cityName=='运城'){ctx.location = "35.0388594798,111.006853653"}
if(ctx.cityName=='长治'){ctx.location = "36.2016643857,113.120292086"}
if(ctx.cityName=='阳泉'){ctx.location = "37.8695294932,113.569237602"}
if(ctx.cityName=='东莞'){ctx.location = "23.0430238154,113.763433991"}
if(ctx.cityName=='中山'){ctx.location = "22.5451775145,113.422060021"}
if(ctx.cityName=='云浮'){ctx.location = "22.9379756855,112.050945959"}
if(ctx.cityName=='佛山'){ctx.location = "23.0350948405,113.134025635"}
if(ctx.cityName=='广州'){ctx.location = "23.1200491021,113.307649675"}
if(ctx.cityName=='惠州'){ctx.location = "23.1135398524,114.41065808"}
if(ctx.cityName=='揭阳'){ctx.location = "23.5479994669,116.379500855"}
if(ctx.cityName=='梅州'){ctx.location = "24.304570606,116.126403098"}
if(ctx.cityName=='汕头'){ctx.location = "23.3839084533,116.728650288"}
if(ctx.cityName=='汕尾'){ctx.location = "22.7787305002,115.372924289"}
if(ctx.cityName=='江门'){ctx.location = "22.5751167835,113.078125341"}
if(ctx.cityName=='河源'){ctx.location = "23.7572508505,114.713721476"}
if(ctx.cityName=='深圳'){ctx.location = "22.5460535462,114.025973657"}
if(ctx.cityName=='清远'){ctx.location = "23.6984685504,113.040773349"}
if(ctx.cityName=='湛江'){ctx.location = "21.2574631038,110.365067263"}
if(ctx.cityName=='潮州'){ctx.location = "23.6618116765,116.630075991"}
if(ctx.cityName=='珠海'){ctx.location = "22.2569146461,113.562447026"}
if(ctx.cityName=='肇庆'){ctx.location = "23.0786632829,112.47965337"}
if(ctx.cityName=='茂名'){ctx.location = "21.6682257188,110.931245331"}
if(ctx.cityName=='阳江'){ctx.location = "21.8715173045,111.977009756"}
if(ctx.cityName=='韶关'){ctx.location = "24.8029603119,113.594461107"}
if(ctx.cityName=='北海'){ctx.location = "21.472718235,109.122627919"}
if(ctx.cityName=='南宁'){ctx.location = "22.8064929356,108.297233556"}
if(ctx.cityName=='崇左'){ctx.location = "22.4154552965,107.357322038"}
if(ctx.cityName=='来宾'){ctx.location = "23.7411659265,109.231816505"}
if(ctx.cityName=='柳州'){ctx.location = "24.3290533525,109.42240181"}
if(ctx.cityName=='桂林'){ctx.location = "25.262901246,110.260920147"}
if(ctx.cityName=='梧州'){ctx.location = "23.4853946367,111.30547195"}
if(ctx.cityName=='河池'){ctx.location = "24.6995207829,108.069947709"}
if(ctx.cityName=='玉林'){ctx.location = "22.6439736084,110.151676316"}
if(ctx.cityName=='百色'){ctx.location = "23.9015123679,106.631821404"}
if(ctx.cityName=='贵港'){ctx.location = "23.1033731644,109.613707557"}
if(ctx.cityName=='贺州'){ctx.location = "24.4110535471,111.552594179"}
if(ctx.cityName=='钦州'){ctx.location = "21.9733504653,108.638798056"}
if(ctx.cityName=='防城港'){ctx.location = "21.6173984705,108.351791153"}
if(ctx.cityName=='乌鲁木齐'){ctx.location = "43.8403803472,87.5649877411"}
if(ctx.cityName=='伊犁哈萨克自治州'){ctx.location = "43.9222480963,81.2978535304"}
if(ctx.cityName=='克孜勒苏柯尔克孜自治州'){ctx.location = "39.7503455778,76.1375644775"}
if(ctx.cityName=='克拉玛依'){ctx.location = "45.5943310667,84.8811801861"}
if(ctx.cityName=='博尔塔拉蒙古自治州'){ctx.location = "44.9136513743,82.0524362672"}
if(ctx.cityName=='吐鲁番地区'){ctx.location = "42.9604700169,89.1815948657"}
if(ctx.cityName=='和田地区'){ctx.location = "37.1167744927,79.9302386372"}
if(ctx.cityName=='哈密地区'){ctx.location = "42.8585963324,93.5283550928"}
if(ctx.cityName=='喀什地区'){ctx.location = "39.4706271887,75.9929732675"}
if(ctx.cityName=='塔城地区'){ctx.location = "46.7586836297,82.9748805837"}
if(ctx.cityName=='昌吉回族自治州'){ctx.location = "44.0070578985,87.2960381257"}
if(ctx.cityName=='自治区直辖'){ctx.location = "42.1270009576,85.6148993383"}
if(ctx.cityName=='阿克苏地区'){ctx.location = "41.1717309015,80.2698461793"}
if(ctx.cityName=='阿勒泰地区'){ctx.location = "47.8397444862,88.1379154871"}
if(ctx.cityName=='南京'){ctx.location = "32.0572355018,118.778074408"}
if(ctx.cityName=='南通'){ctx.location = "32.0146645408,120.873800951"}
if(ctx.cityName=='宿迁'){ctx.location = "33.9520497337,118.296893379"}
if(ctx.cityName=='常州'){ctx.location = "31.7713967447,119.981861013"}
if(ctx.cityName=='徐州'){ctx.location = "34.2715534311,117.188106623"}
if(ctx.cityName=='扬州'){ctx.location = "32.4085052546,119.427777551"}
if(ctx.cityName=='无锡'){ctx.location = "31.5700374519,120.305455901"}
if(ctx.cityName=='泰州'){ctx.location = "32.4760532748,119.919606016"}
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