eta_forum_admin/services/elastic/elastic.go

package elastic

import (
	"context"
	"encoding/json"
	"errors"
	"eta/eta_forum_admin/models"
	"eta/eta_forum_admin/utils"
	"fmt"
	"github.com/olivere/elastic/v7"
	"strconv"
)

// indexName:索引名称
// mappingJson:表结构
func EsCreateIndex(indexName, mappingJson string) (err error) {
	client := utils.EsClient

	//定义表结构
	exists, err := client.IndexExists(indexName).Do(context.Background()) //<5>
	if err != nil {
		return
	}
	if !exists {
		resp, err := client.CreateIndex(indexName).BodyJson(mappingJson).Do(context.Background())
		//BodyJson(bodyJson).Do(context.Background())
		if err != nil {
			fmt.Println("CreateIndex Err:" + err.Error())
			return err
		}
		fmt.Println(resp.Index, resp.ShardsAcknowledged, resp.Acknowledged)
	} else {
		fmt.Println(indexName + " 已存在")
	}
	return
}

// 删除数据
func EsDeleteData(indexName, docId string) (err error) {
	client := utils.EsClient

	resp, err := client.Delete().Index(indexName).Id(docId).Do(context.Background())
	fmt.Println(resp)
	if err != nil {
		return
	}
	if resp.Status == 0 {
		fmt.Println("删除成功")
	} else {
		fmt.Println("AddData", resp.Status, resp.Result)
	}
	return
}

func MappingModify(indexName, mappingJson string) {
	client := utils.EsClient
	result, err := client.PutMapping().Index(indexName).BodyString(mappingJson).Do(context.Background())
	fmt.Println(err)
	fmt.Println(result)
	return
}

// EsAddOrEditEdbInfoData 新增/修改es中的指标数据
func EsAddOrEditEdbInfoData(indexName, docId string, item *models.EdbInfoList) (err error) {
	defer func() {
		if err != nil {
			fmt.Println("EsAddOrEditData Err:", err.Error())
		}
	}()
	client := utils.EsClient

	resp, err := client.Index().Index(indexName).Id(docId).BodyJson(item).Do(context.Background())
	if err != nil {
		fmt.Println("新增失败:", err.Error())
		return err
	}
	fmt.Println(resp)
	if resp.Status == 0 {
		fmt.Println("新增成功", resp.Result)
		err = nil
	} else {
		fmt.Println("AddData", resp.Status, resp.Result)
	}
	return
}

// SearchEdbInfoData 查询es中的指标数据
func SearchEdbInfoData(indexName, keywordStr string, from, size, filterSource, source int, edbInfoType int8, frequency string, noPermissionEdbInfoIdList []int) (total int64, list []*models.EdbInfoList, err error) {
	list = make([]*models.EdbInfoList, 0)
	defer func() {
		if err != nil {
			fmt.Println("EsAddOrEditData Err:", err.Error())
		}
	}()

	highlight := elastic.NewHighlight()
	highlight = highlight.Fields(elastic.NewHighlighterField("EdbCode"), elastic.NewHighlighterField("EdbName"))
	highlight = highlight.PreTags("<font color='red'>").PostTags("</font>")

	//var source map[string]interface{}
	//source := map[string]interface{}{
	//	"query": map[string]interface{}{
	//		"match_all": map[string]interface{}{},
	//	},
	//}
	mustMap := make([]interface{}, 0)
	mustNotMap := make([]interface{}, 0)

	//source := map[string]interface{}{
	//	"query": map[string]interface{}{
	//		"bool": map[string]interface{}{
	//			"must": map[string]interface{}{
	//				"query_string": map[string]interface{}{
	//					"query":  keywordStr,
	//					"fields": []string{"EdbCode", "EdbName"},
	//				},
	//			},
	//		},
	//	},
	//}

	switch filterSource {
	case 2:
		//source = map[string]interface{}{
		//	"query": map[string]interface{}{
		//		"bool": map[string]interface{}{
		//			"must": map[string]interface{}{
		//				"query_string": map[string]interface{}{
		//					"query": keywordStr,
		//				},
		//			},
		//			"filter": []interface{}{
		//				map[string]interface{}{
		//					"term": map[string]interface{}{
		//						"Frequency.keyword": "月度",
		//					},
		//				}},
		//		},
		//	},
		//}
		mustMap = []interface{}{
			map[string]interface{}{
				"term": map[string]interface{}{
					"Frequency.keyword": "月度",
					//"Frequency.keyword": "月度",
				},
			},
		}
	case 3:
		//source = map[string]interface{}{
		//	"query": map[string]interface{}{
		//		"bool": map[string]interface{}{
		//			"must": map[string]interface{}{
		//				"query_string": map[string]interface{}{
		//					"query": keywordStr,
		//				},
		//			},
		//			"must_not": []interface{}{
		//				map[string]interface{}{
		//					"match": map[string]interface{}{
		//						"Frequency.keyword": "日度",
		//					},
		//				}},
		//		},
		//	},
		//}

		////注释掉，所有频度都可以变频 2022-08-31 14:31:28
		//mustNotMap = []interface{}{
		//	map[string]interface{}{
		//		"match": map[string]interface{}{
		//			"Frequency.keyword": "日度",
		//			//"Frequency.keyword": "月度",
		//		},
		//	},
		//}
	case 4:
		//source = map[string]interface{}{
		//	"query": map[string]interface{}{
		//		"bool": map[string]interface{}{
		//			"must": map[string]interface{}{
		//				"query_string": map[string]interface{}{
		//					"query": keywordStr,
		//				},
		//			},
		//			"filter": []interface{}{
		//				map[string]interface{}{
		//					"term": map[string]interface{}{
		//						"EdbType": 1,
		//					},
		//				}},
		//		},
		//	},
		//}
		mustMap = []interface{}{
			map[string]interface{}{
				"term": map[string]interface{}{
					"EdbType": 1,
				},
			},
		}
	case 5:
		mustMap = []interface{}{
			map[string]interface{}{
				"term": map[string]interface{}{
					"Source": 6,
				},
			},
		}
	case 6:
		mustNotMap = []interface{}{
			map[string]interface{}{
				"match": map[string]interface{}{
					"Frequency.keyword": "年度",
				},
			},
		}
	}

	//指标来源
	if source > 0 {
		mustMap = append(mustMap, map[string]interface{}{
			"term": map[string]interface{}{
				"Source": source,
				//"Frequency.keyword": "月度",
			},
		})
	}

	if frequency != "" {
		mustMap = append(mustMap, map[string]interface{}{
			"term": map[string]interface{}{
				"Frequency.keyword": frequency,
				//"Frequency.keyword": "月度",
			},
		})
	}

	// noPermissionEdbInfoIdList 无权限指标id
	if len(noPermissionEdbInfoIdList) > 0 {
		mustNotMap = append(mustNotMap, map[string]interface{}{
			"terms": map[string]interface{}{
				"EdbInfoId": noPermissionEdbInfoIdList,
				//"Frequency.keyword": "月度",
			},
		})
	}

	// 指标类型：普通指标、预测指标（小于0 代表不区分指标是普通还是预测）
	if edbInfoType >= 0 {
		mustMap = append(mustMap, map[string]interface{}{
			"term": map[string]interface{}{
				"EdbInfoType": edbInfoType,
			},
		})
	}

	//普通指标
	//mustMap = append(mustMap, map[string]interface{}{
	//	"term": map[string]interface{}{
	//		"EdbInfoType": 0,
	//		//"Frequency.keyword": "月度",
	//	},
	//})

	//关键字匹配
	shouldMap := map[string]interface{}{
		"should": []interface{}{
			map[string]interface{}{
				"match": map[string]interface{}{
					"EdbCode": keywordStr,
					//"Frequency.keyword": "月度",
				},
			},
			map[string]interface{}{
				"match": map[string]interface{}{
					"EdbName": keywordStr,
					//"Frequency.keyword": "月度",
				},
			},
			map[string]interface{}{
				"match": map[string]interface{}{
					"EdbNameEn": keywordStr,
					//"Frequency.keyword": "月度",
				},
			},
		},
	}
	mustMap = append(mustMap, map[string]interface{}{
		"bool": shouldMap,
	})

	return searchEdbInfoData(indexName, mustMap, mustNotMap, shouldMap, from, size)
}

func SearchEdbInfoDataBak(indexName, keywordStr string, from, size, filterSource, source int, frequency string) (total int64, list []*models.EdbInfoList, err error) {
	list = make([]*models.EdbInfoList, 0)
	defer func() {
		if err != nil {
			fmt.Println("EsAddOrEditData Err:", err.Error())
		}
	}()
	client := utils.EsClient

	//queryString := elastic.NewQueryStringQuery(keywordStr)
	//boolQueryJson, err := json.Marshal(queryString)
	//if err != nil {
	//	fmt.Println("boolQueryJson err:", err)
	//} else {
	//	fmt.Println("boolQueryJson ", string(boolQueryJson))
	//}

	highlight := elastic.NewHighlight()
	highlight = highlight.Fields(elastic.NewHighlighterField("EdbCode"), elastic.NewHighlighterField("EdbName"))
	highlight = highlight.PreTags("<font color='red'>").PostTags("</font>")

	//query := elastic.RawStringQuery(`{"match_all":{}}`)

	//var source map[string]interface{}
	//source := map[string]interface{}{
	//	"query": map[string]interface{}{
	//		"match_all": map[string]interface{}{},
	//	},
	//}
	mustMap := make([]interface{}, 0)
	mustNotMap := make([]interface{}, 0)

	//source := map[string]interface{}{
	//	"query": map[string]interface{}{
	//		"bool": map[string]interface{}{
	//			"must": map[string]interface{}{
	//				"query_string": map[string]interface{}{
	//					"query":  keywordStr,
	//					"fields": []string{"EdbCode", "EdbName"},
	//				},
	//			},
	//		},
	//	},
	//}

	switch filterSource {
	case 2:
		//source = map[string]interface{}{
		//	"query": map[string]interface{}{
		//		"bool": map[string]interface{}{
		//			"must": map[string]interface{}{
		//				"query_string": map[string]interface{}{
		//					"query": keywordStr,
		//				},
		//			},
		//			"filter": []interface{}{
		//				map[string]interface{}{
		//					"term": map[string]interface{}{
		//						"Frequency.keyword": "月度",
		//					},
		//				}},
		//		},
		//	},
		//}
		mustMap = []interface{}{
			map[string]interface{}{
				"term": map[string]interface{}{
					"Frequency.keyword": "月度",
					//"Frequency.keyword": "月度",
				},
			},
		}
	case 3:
		//source = map[string]interface{}{
		//	"query": map[string]interface{}{
		//		"bool": map[string]interface{}{
		//			"must": map[string]interface{}{
		//				"query_string": map[string]interface{}{
		//					"query": keywordStr,
		//				},
		//			},
		//			"must_not": []interface{}{
		//				map[string]interface{}{
		//					"match": map[string]interface{}{
		//						"Frequency.keyword": "日度",
		//					},
		//				}},
		//		},
		//	},
		//}

		////注释掉，所有频度都可以变频 2022-08-31 14:31:28
		//mustNotMap = []interface{}{
		//	map[string]interface{}{
		//		"match": map[string]interface{}{
		//			"Frequency.keyword": "日度",
		//			//"Frequency.keyword": "月度",
		//		},
		//	},
		//}
	case 4:
		//source = map[string]interface{}{
		//	"query": map[string]interface{}{
		//		"bool": map[string]interface{}{
		//			"must": map[string]interface{}{
		//				"query_string": map[string]interface{}{
		//					"query": keywordStr,
		//				},
		//			},
		//			"filter": []interface{}{
		//				map[string]interface{}{
		//					"term": map[string]interface{}{
		//						"EdbType": 1,
		//					},
		//				}},
		//		},
		//	},
		//}
		mustMap = []interface{}{
			map[string]interface{}{
				"term": map[string]interface{}{
					"EdbType": 1,
				},
			},
		}
	case 5:
		mustMap = []interface{}{
			map[string]interface{}{
				"term": map[string]interface{}{
					"Source": 6,
				},
			},
		}
	case 6:
		mustNotMap = []interface{}{
			map[string]interface{}{
				"match": map[string]interface{}{
					"Frequency.keyword": "年度",
				},
			},
		}
	}

	//指标来源
	if source > 0 {
		mustMap = append(mustMap, map[string]interface{}{
			"term": map[string]interface{}{
				"Source": source,
				//"Frequency.keyword": "月度",
			},
		})
	}

	if frequency != "" {
		mustMap = append(mustMap, map[string]interface{}{
			"term": map[string]interface{}{
				"Frequency.keyword": frequency,
				//"Frequency.keyword": "月度",
			},
		})
	}

	//普通指标
	//mustMap = append(mustMap, map[string]interface{}{
	//	"term": map[string]interface{}{
	//		"EdbInfoType": 0,
	//		//"Frequency.keyword": "月度",
	//	},
	//})

	//关键字匹配
	shouldMap := map[string]interface{}{
		"should": []interface{}{
			map[string]interface{}{
				"match": map[string]interface{}{
					"EdbCode": keywordStr,
					//"Frequency.keyword": "月度",
				},
			},
			map[string]interface{}{
				"match": map[string]interface{}{
					"EdbName": keywordStr,
					//"Frequency.keyword": "月度",
				},
			},

			// 因为关键词被分了，所以需要用下面的语句来让他 整个词 查询，从而加重整词的权重
			map[string]interface{}{
				"match": map[string]interface{}{
					"EdbCode": map[string]interface{}{
						"query":    keywordStr,
						"operator": "and",
					},
					//"Frequency.keyword": "月度",
				},
			},

			// 因为关键词被分了，所以需要用下面的语句来让他 整个词 查询，从而加重整词的权重
			map[string]interface{}{
				"match": map[string]interface{}{
					"EdbName": map[string]interface{}{
						"query":    keywordStr,
						"operator": "and",
					},
					//"Frequency.keyword": "月度",
				},
			},
		},
	}
	mustMap = append(mustMap, map[string]interface{}{
		"bool": shouldMap,
	})

	queryMap := map[string]interface{}{
		"query": map[string]interface{}{
			"bool": map[string]interface{}{
				"must":     mustMap,
				"must_not": mustNotMap,
				//"should":   shouldMap,
			},
		},
	}

	//根据条件数量统计
	requestTotalHits := client.Count(indexName).BodyJson(queryMap)
	total, err = requestTotalHits.Do(context.Background())
	if err != nil {
		return
	}

	queryMap["from"] = from
	queryMap["size"] = size
	jsonBytes, _ := json.Marshal(queryMap)
	fmt.Println(string(jsonBytes))

	//queryStr := fmt.Sprintf(`{"query":{"bool":{"must":{"query_string":{"query":"%s","fields":["EdbCode","EdbName"]}}}}}`, keywordStr)
	//switch filterSource {
	//case 2:
	//	queryStr = fmt.Sprintf(`{"query":{"bool":{"must":{"query_string":{"query":"%s","fields":["EdbCode","EdbName"]}},"filter":{"term":{"Frequency.keyword":"%s"}}}}}`, keywordStr, "月度")
	//case 3:
	//	queryStr = fmt.Sprintf(`{"query":{"bool":{"must":{"query_string":{"query":"%s","fields":["EdbCode","EdbName"]}},"must_not":[{"match":{"Frequency.keyword":"%s"}}]}}}`, keywordStr, "日度")
	//case 4:
	//	queryStr = fmt.Sprintf(`{"query":{"bool":{"must":{"query_string":{"query":"%s","fields":["EdbCode","EdbName"]}},"must_not":[{"match":{"EdbType":1}}]}}}`, keywordStr)
	//}
	//queryString := elastic.RawStringQuery(queryStr)
	//fmt.Println("queryString：", queryString)

	//queryString := elastic.NewMatchQuery("EdbCode", keywordStr)
	//request := client.Search(indexName).Highlight(highlight).From(from).Size(size).Query(queryString)

	request := client.Search(indexName).Highlight(highlight).Source(queryMap) // sets the JSON request

	//requestJson, err := json.Marshal(request)
	//if err != nil {
	//	fmt.Println("requestJson err:", err)
	//}
	//fmt.Println("requestJson ", string(requestJson))
	searchMap := make(map[string]string)

	searchResp, err := request.Do(context.Background())
	if err != nil {
		return
	}
	fmt.Println(searchResp)
	fmt.Println(searchResp.Status)
	if searchResp.Status != 0 {
		return
	}
	if searchResp.Hits != nil {
		for _, v := range searchResp.Hits.Hits {
			if _, ok := searchMap[v.Id]; !ok {
				itemJson, tmpErr := v.Source.MarshalJSON()
				if tmpErr != nil {
					err = tmpErr
					fmt.Println("movieJson err:", err)
					return
				}
				edbInfoItem := new(models.EdbInfoList)
				tmpErr = json.Unmarshal(itemJson, &edbInfoItem)
				if tmpErr != nil {
					fmt.Println("json.Unmarshal movieJson err:", tmpErr)
					err = tmpErr
					return
				}
				if len(v.Highlight["EdbCode"]) > 0 {
					edbInfoItem.EdbCode = v.Highlight["EdbCode"][0]
				}
				if len(v.Highlight["EdbName"]) > 0 {
					edbInfoItem.EdbCode = v.Highlight["EdbName"][0]
				}
				list = append(list, edbInfoItem)
				searchMap[v.Id] = v.Id
			}
		}
	}

	//for _, v := range result {
	//	fmt.Println(v)
	//}
	return
}

// SearchAddPredictEdbInfoData 查询允许添加预测指标的数据
func SearchAddPredictEdbInfoData(indexName, keywordStr string, noPermissionEdbInfoIdList []int, from, size int) (total int64, list []*models.EdbInfoList, err error) {
	list = make([]*models.EdbInfoList, 0)
	defer func() {
		if err != nil {
			fmt.Println("EsAddOrEditData Err:", err.Error())
		}
	}()

	highlight := elastic.NewHighlight()
	highlight = highlight.Fields(elastic.NewHighlighterField("EdbCode"), elastic.NewHighlighterField("EdbName"))
	highlight = highlight.PreTags("<font color='red'>").PostTags("</font>")

	mustMap := make([]interface{}, 0)
	mustNotMap := make([]interface{}, 0)

	mustNotMap = []interface{}{
		//map[string]interface{}{
		//	"terms": map[string]interface{}{
		//		"Frequency.keyword": []string{"日度", "周度", "月度"},
		//	},
		//	//"match": map[string]interface{}{
		//	//	"Frequency": []string{"日度", "周度", "月度"},
		//	//	//"Frequency.keyword": []string{"日度", "周度", "月度"},
		//	//},
		//},
	}

	// 指标类型：普通指标、预算指标
	mustMap = append(mustMap, map[string]interface{}{
		"term": map[string]interface{}{
			"EdbInfoType": 0,
		},
	})
	mustMap = append(mustMap, map[string]interface{}{
		"terms": map[string]interface{}{
			"Frequency.keyword": []string{"日度", "周度", "月度"},
		},
	})

	//关键字匹配
	shouldMap := map[string]interface{}{
		"should": []interface{}{
			map[string]interface{}{
				"match": map[string]interface{}{
					"EdbCode": keywordStr,
					//"Frequency.keyword": "月度",
				},
			},
			map[string]interface{}{
				"match": map[string]interface{}{
					"EdbName": keywordStr,
					//"Frequency.keyword": "月度",
				},
			},
		},
	}

	// noPermissionEdbInfoIdList 无权限指标id
	if len(noPermissionEdbInfoIdList) > 0 {
		mustNotMap = append(mustNotMap, map[string]interface{}{
			"terms": map[string]interface{}{
				"EdbInfoId": noPermissionEdbInfoIdList,
				//"Frequency.keyword": "月度",
			},
		})
	}
	return searchEdbInfoData(indexName, mustMap, mustNotMap, shouldMap, from, size)
}

// searchEdbInfoData 查询es中的指标数据
func searchEdbInfoData(indexName string, mustMap, mustNotMap []interface{}, shouldMap map[string]interface{}, from, size int) (total int64, list []*models.EdbInfoList, err error) {
	list = make([]*models.EdbInfoList, 0)
	defer func() {
		if err != nil {
			fmt.Println("EsAddOrEditData Err:", err.Error())
		}
	}()
	client := utils.EsClient

	//queryString := elastic.NewQueryStringQuery(keywordStr)
	//boolQueryJson, err := json.Marshal(queryString)
	//if err != nil {
	//	fmt.Println("boolQueryJson err:", err)
	//} else {
	//	fmt.Println("boolQueryJson ", string(boolQueryJson))
	//}

	highlight := elastic.NewHighlight()
	highlight = highlight.Fields(elastic.NewHighlighterField("EdbCode"), elastic.NewHighlighterField("EdbName"))
	highlight = highlight.PreTags("<font color='red'>").PostTags("</font>")

	//query := elastic.RawStringQuery(`{"match_all":{}}`)

	//关键字匹配
	mustMap = append(mustMap, map[string]interface{}{
		"bool": shouldMap,
	})

	queryMap := map[string]interface{}{
		"query": map[string]interface{}{
			"bool": map[string]interface{}{
				"must":     mustMap,
				"must_not": mustNotMap,
				//"should":   shouldMap,
			},
		},
	}

	//根据条件数量统计
	requestTotalHits := client.Count(indexName).BodyJson(queryMap)
	total, err = requestTotalHits.Do(context.Background())
	if err != nil {
		return
	}

	queryMap["from"] = from
	queryMap["size"] = size
	jsonBytes, _ := json.Marshal(queryMap)
	fmt.Println(string(jsonBytes))

	//queryStr := fmt.Sprintf(`{"query":{"bool":{"must":{"query_string":{"query":"%s","fields":["EdbCode","EdbName"]}}}}}`, keywordStr)
	//switch filterSource {
	//case 2:
	//	queryStr = fmt.Sprintf(`{"query":{"bool":{"must":{"query_string":{"query":"%s","fields":["EdbCode","EdbName"]}},"filter":{"term":{"Frequency.keyword":"%s"}}}}}`, keywordStr, "月度")
	//case 3:
	//	queryStr = fmt.Sprintf(`{"query":{"bool":{"must":{"query_string":{"query":"%s","fields":["EdbCode","EdbName"]}},"must_not":[{"match":{"Frequency.keyword":"%s"}}]}}}`, keywordStr, "日度")
	//case 4:
	//	queryStr = fmt.Sprintf(`{"query":{"bool":{"must":{"query_string":{"query":"%s","fields":["EdbCode","EdbName"]}},"must_not":[{"match":{"EdbType":1}}]}}}`, keywordStr)
	//}
	//queryString := elastic.RawStringQuery(queryStr)
	//fmt.Println("queryString：", queryString)

	//queryString := elastic.NewMatchQuery("EdbCode", keywordStr)
	//request := client.Search(indexName).Highlight(highlight).From(from).Size(size).Query(queryString)

	request := client.Search(indexName).Highlight(highlight).Source(queryMap) // sets the JSON request

	//requestJson, err := json.Marshal(request)
	//if err != nil {
	//	fmt.Println("requestJson err:", err)
	//}
	//fmt.Println("requestJson ", string(requestJson))
	searchMap := make(map[string]string)

	searchResp, err := request.Do(context.Background())
	if err != nil {
		return
	}
	fmt.Println(searchResp)
	fmt.Println(searchResp.Status)
	if searchResp.Status != 0 {
		return
	}
	//total = searchResp.TotalHits()
	if searchResp.Hits != nil {
		for _, v := range searchResp.Hits.Hits {
			if _, ok := searchMap[v.Id]; !ok {
				itemJson, tmpErr := v.Source.MarshalJSON()
				if tmpErr != nil {
					err = tmpErr
					fmt.Println("movieJson err:", err)
					return
				}
				edbInfoItem := new(models.EdbInfoList)
				tmpErr = json.Unmarshal(itemJson, &edbInfoItem)
				if tmpErr != nil {
					fmt.Println("json.Unmarshal movieJson err:", tmpErr)
					err = tmpErr
					return
				}
				if len(v.Highlight["EdbCode"]) > 0 {
					edbInfoItem.EdbCode = v.Highlight["EdbCode"][0]
				}
				if len(v.Highlight["EdbName"]) > 0 {
					edbInfoItem.EdbCode = v.Highlight["EdbName"][0]
				}
				list = append(list, edbInfoItem)
				searchMap[v.Id] = v.Id
			}
		}
	}

	return
}

// EsDeleteEdbInfoData 删除es中的指标数据
func EsDeleteEdbInfoData(indexName, docId string) (err error) {
	defer func() {
		if err != nil {
			fmt.Println("EsDeleteEdbInfoData Err:", err.Error())
		}
	}()
	client := utils.EsClient

	resp, err := client.Delete().Index(indexName).Id(docId).Do(context.Background())
	fmt.Println(resp)
	if err != nil {
		return
	}
	if resp.Status == 0 {
		fmt.Println("删除成功")
	} else {
		fmt.Println("AddData", resp.Status, resp.Result)
	}
	return
}

// AnalyzeResp 分词接口返回结构体
type AnalyzeResp struct {
	Tokens []struct {
		EndOffset   int64  `json:"end_offset"`
		Position    int64  `json:"position"`
		StartOffset int64  `json:"start_offset"`
		Token       string `json:"token"`
		Type        string `json:"type"`
	} `json:"tokens"`
}

// Analyze 根据输入的文字获取分词后的文字
func Analyze(content string) (contentList []string, err error) {
	defer func() {
		if err != nil {
			fmt.Println("Analyze Err:", err.Error())
		}
	}()
	client := utils.EsClient

	queryMap := map[string]string{
		"text":     content,
		"analyzer": "ik_max_word",
	}
	res, err := client.PerformRequest(
		context.Background(),
		elastic.PerformRequestOptions{
			Method: "GET",
			Path:   "/_analyze",
			Body:   queryMap,
			Stream: false,
		},
	)
	if res.StatusCode == 200 {
		var analyzeResp AnalyzeResp
		tmpErr := json.Unmarshal(res.Body, &analyzeResp)
		if tmpErr != nil {
			err = errors.New("返回数据转结构体失败：" + tmpErr.Error())
			return
		}
		for _, v := range analyzeResp.Tokens {
			contentList = append(contentList, v.Token)
		}
	} else {
		err = errors.New("分词失败,返回code异常：" + strconv.Itoa(res.StatusCode))
	}
	return
}

// EsAddOrEditChartInfoData 新增/修改es中的图表数据
func EsAddOrEditChartInfoData(indexName, docId string, item *models.ChartInfo) (err error) {
	defer func() {
		if err != nil {
			fmt.Println("EsAddOrEditData Err:", err.Error())
		}
	}()
	client := utils.EsClient

	resp, err := client.Index().Index(indexName).Id(docId).BodyJson(item).Do(context.Background())
	if err != nil {
		fmt.Println("新增失败:", err.Error())
		return err
	}
	fmt.Println(resp)
	if resp.Status == 0 {
		fmt.Println("新增成功", resp.Result)
		err = nil
	} else {
		fmt.Println("AddData", resp.Status, resp.Result)
	}
	return
}

// EsDeleteDataV2 删除es中的数据
func EsDeleteDataV2(indexName, docId string) (err error) {
	defer func() {
		if err != nil {
			fmt.Println("EsDeleteEdbInfoData Err:", err.Error())
		}
	}()
	client := utils.EsClient

	resp, err := client.Delete().Index(indexName).Id(docId).Do(context.Background())
	fmt.Println(resp)
	if err != nil {
		return
	}
	if resp.Status == 0 {
		fmt.Println("删除成功")
	} else {
		fmt.Println("AddData", resp.Status, resp.Result)
	}
	return
}

// SearchChartInfoData 查询es中的图表数据
func SearchChartInfoData(indexName, keywordStr string, showSysId []int, sourceList []int, from, size int) (list []*models.ChartInfo, total int64, err error) {
	list = make([]*models.ChartInfo, 0)
	defer func() {
		if err != nil {
			fmt.Println("EsAddOrEditData Err:", err.Error())
		}
	}()
	client := utils.EsClient

	//queryString := elastic.NewQueryStringQuery(keywordStr)
	//boolQueryJson, err := json.Marshal(queryString)
	//if err != nil {
	//	fmt.Println("boolQueryJson err:", err)
	//} else {
	//	fmt.Println("boolQueryJson ", string(boolQueryJson))
	//}

	highlight := elastic.NewHighlight()
	highlight = highlight.Fields(elastic.NewHighlighterField("ChartName"))
	highlight = highlight.PreTags("<font color='red'>").PostTags("</font>")

	mustMap := make([]interface{}, 0)
	mustNotMap := make([]interface{}, 0)

	//指标来源
	if len(showSysId) > 0 {
		mustMap = append(mustMap, map[string]interface{}{
			"terms": map[string]interface{}{
				"SysUserId": showSysId,
				//"Frequency.keyword": "月度",
			},
		})
	}
	mustMap = append(mustMap, map[string]interface{}{
		"terms": map[string]interface{}{
			"Source": sourceList,
		},
	})

	//关键字匹配
	shouldMap := map[string]interface{}{
		"should": []interface{}{
			map[string]interface{}{
				"match": map[string]interface{}{
					"ChartName": keywordStr,
					//"Frequency.keyword": "月度",
				},
			},
			// 因为关键词被分了，所以需要用下面的语句来让他 整个词 查询，从而加重整词的权重
			map[string]interface{}{
				"match": map[string]interface{}{
					"ChartName": map[string]interface{}{
						"query":    keywordStr,
						"operator": "and",
					},
					//"Frequency.keyword": "月度",
				},
			},
			map[string]interface{}{
				"match": map[string]interface{}{
					"ChartNameEn": keywordStr,
					//"Frequency.keyword": "月度",
				},
			},
			// 因为关键词被分了，所以需要用下面的语句来让他 整个词 查询，从而加重整词的权重
			map[string]interface{}{
				"match": map[string]interface{}{
					"ChartNameEn": map[string]interface{}{
						"query":    keywordStr,
						"operator": "and",
					},
					//"Frequency.keyword": "月度",
				},
			},
		},
	}
	mustMap = append(mustMap, map[string]interface{}{
		"bool": shouldMap,
	})

	queryMap := map[string]interface{}{
		"query": map[string]interface{}{
			"bool": map[string]interface{}{
				"must":     mustMap,
				"must_not": mustNotMap,
				//"should":   shouldMap,
			},
		},
	}

	//根据条件数量统计
	requestTotalHits := client.Count(indexName).BodyJson(queryMap)
	total, err = requestTotalHits.Do(context.Background())
	if err != nil {
		return
	}

	// 分页查询
	queryMap["from"] = from
	queryMap["size"] = size
	jsonBytes, _ := json.Marshal(queryMap)
	fmt.Println(string(jsonBytes))

	request := client.Search(indexName).Highlight(highlight).Source(queryMap) // sets the JSON request

	//requestJson, err := json.Marshal(request)
	//if err != nil {
	//	fmt.Println("requestJson err:", err)
	//}
	//fmt.Println("requestJson ", string(requestJson))
	searchMap := make(map[string]string)

	searchResp, err := request.Do(context.Background())
	if err != nil {
		return
	}
	fmt.Println(searchResp)
	fmt.Println(searchResp.Status)
	if searchResp.Status != 0 {
		return
	}

	if searchResp.Hits != nil {
		for _, v := range searchResp.Hits.Hits {
			if _, ok := searchMap[v.Id]; !ok {
				itemJson, tmpErr := v.Source.MarshalJSON()
				if tmpErr != nil {
					err = tmpErr
					fmt.Println("movieJson err:", err)
					return
				}
				chartInfoItem := new(models.ChartInfo)
				tmpErr = json.Unmarshal(itemJson, &chartInfoItem)
				if err != nil {
					fmt.Println("json.Unmarshal chartInfoJson err:", err)
					err = tmpErr
					return
				}
				if len(v.Highlight["ChartName"]) > 0 {
					chartInfoItem.ChartName = v.Highlight["ChartName"][0]
				}
				list = append(list, chartInfoItem)
				searchMap[v.Id] = v.Id
			}
		}
	}

	//for _, v := range result {
	//	fmt.Println(v)
	//}
	return
}

// EsAddOrEditDataInterface 新增/修改es中的数据
func EsAddOrEditDataInterface(indexName, docId string, item interface{}) (err error) {
	defer func() {
		if err != nil {
			fmt.Println("EsAddOrEditData Err:", err.Error())
		}
	}()
	client := utils.EsClient

	resp, err := client.Index().Index(indexName).Id(docId).BodyJson(item).Do(context.Background())
	if err != nil {
		fmt.Println("新增失败:", err.Error())
		return err
	}
	fmt.Println(resp)
	if resp.Status == 0 {
		fmt.Println("新增成功", resp.Result)
		err = nil
	} else {
		fmt.Println("AddData", resp.Status, resp.Result)
	}
	return
}

// SearchEdbInfoDataByAdminId 查询es中的指标数据
func SearchEdbInfoDataByAdminId(indexName, keywordStr string, from, size, filterSource, source int, edbInfoType uint8, frequency string, adminId int) (total int64, list []*models.EdbInfoList, err error) {
	list = make([]*models.EdbInfoList, 0)
	defer func() {
		if err != nil {
			fmt.Println("EsAddOrEditData Err:", err.Error())
		}
	}()

	highlight := elastic.NewHighlight()
	highlight = highlight.Fields(elastic.NewHighlighterField("EdbCode"), elastic.NewHighlighterField("EdbName"))
	highlight = highlight.PreTags("<font color='red'>").PostTags("</font>")

	//var source map[string]interface{}
	//source := map[string]interface{}{
	//	"query": map[string]interface{}{
	//		"match_all": map[string]interface{}{},
	//	},
	//}
	mustMap := make([]interface{}, 0)
	mustNotMap := make([]interface{}, 0)

	//source := map[string]interface{}{
	//	"query": map[string]interface{}{
	//		"bool": map[string]interface{}{
	//			"must": map[string]interface{}{
	//				"query_string": map[string]interface{}{
	//					"query":  keywordStr,
	//					"fields": []string{"EdbCode", "EdbName"},
	//				},
	//			},
	//		},
	//	},
	//}

	switch filterSource {
	case 2:
		//source = map[string]interface{}{
		//	"query": map[string]interface{}{
		//		"bool": map[string]interface{}{
		//			"must": map[string]interface{}{
		//				"query_string": map[string]interface{}{
		//					"query": keywordStr,
		//				},
		//			},
		//			"filter": []interface{}{
		//				map[string]interface{}{
		//					"term": map[string]interface{}{
		//						"Frequency.keyword": "月度",
		//					},
		//				}},
		//		},
		//	},
		//}
		mustMap = []interface{}{
			map[string]interface{}{
				"term": map[string]interface{}{
					"Frequency.keyword": "月度",
					//"Frequency.keyword": "月度",
				},
			},
		}
	case 3:
		//source = map[string]interface{}{
		//	"query": map[string]interface{}{
		//		"bool": map[string]interface{}{
		//			"must": map[string]interface{}{
		//				"query_string": map[string]interface{}{
		//					"query": keywordStr,
		//				},
		//			},
		//			"must_not": []interface{}{
		//				map[string]interface{}{
		//					"match": map[string]interface{}{
		//						"Frequency.keyword": "日度",
		//					},
		//				}},
		//		},
		//	},
		//}

		////注释掉，所有频度都可以变频 2022-08-31 14:31:28
		//mustNotMap = []interface{}{
		//	map[string]interface{}{
		//		"match": map[string]interface{}{
		//			"Frequency.keyword": "日度",
		//			//"Frequency.keyword": "月度",
		//		},
		//	},
		//}
	case 4:
		//source = map[string]interface{}{
		//	"query": map[string]interface{}{
		//		"bool": map[string]interface{}{
		//			"must": map[string]interface{}{
		//				"query_string": map[string]interface{}{
		//					"query": keywordStr,
		//				},
		//			},
		//			"filter": []interface{}{
		//				map[string]interface{}{
		//					"term": map[string]interface{}{
		//						"EdbType": 1,
		//					},
		//				}},
		//		},
		//	},
		//}
		mustMap = []interface{}{
			map[string]interface{}{
				"term": map[string]interface{}{
					"EdbType": 1,
				},
			},
		}
	case 5:
		mustMap = []interface{}{
			map[string]interface{}{
				"term": map[string]interface{}{
					"Source": 6,
				},
			},
		}
	case 6:
		mustNotMap = []interface{}{
			map[string]interface{}{
				"match": map[string]interface{}{
					"Frequency.keyword": "年度",
				},
			},
		}
	}

	//指标来源
	if source > 0 {
		mustMap = append(mustMap, map[string]interface{}{
			"term": map[string]interface{}{
				"Source": source,
				//"Frequency.keyword": "月度",
			},
		})
	}

	if frequency != "" {
		mustMap = append(mustMap, map[string]interface{}{
			"term": map[string]interface{}{
				"Frequency.keyword": frequency,
				//"Frequency.keyword": "月度",
			},
		})
	}

	// 指标类型：普通指标、预算指标
	mustMap = append(mustMap, map[string]interface{}{
		"term": map[string]interface{}{
			"EdbInfoType": edbInfoType,
		},
	})

	//普通指标
	//mustMap = append(mustMap, map[string]interface{}{
	//	"term": map[string]interface{}{
	//		"EdbInfoType": 0,
	//		//"Frequency.keyword": "月度",
	//	},
	//})

	//关键字匹配
	shouldMap := map[string]interface{}{
		"should": []interface{}{
			map[string]interface{}{
				"match": map[string]interface{}{
					"EdbCode": keywordStr,
					//"Frequency.keyword": "月度",
				},
			},
			map[string]interface{}{
				"match": map[string]interface{}{
					"EdbName": keywordStr,
					//"Frequency.keyword": "月度",
				},
			},
		},
	}
	mustMap = append(mustMap, map[string]interface{}{
		"bool": shouldMap,
	})

	//创建人
	if adminId > 0 {
		mustMap = append(mustMap, map[string]interface{}{
			"term": map[string]interface{}{
				"SysUserId": adminId,
			},
		})
	}

	return searchEdbInfoData(indexName, mustMap, mustNotMap, shouldMap, from, size)
}