data_ai/tool/tool.go

package tool

import (
	"data_ai/extract"
	"data_ai/ul"
	log "github.com/donnie4w/go-logger/logger"
	"go.mongodb.org/mongo-driver/bson/primitive"
	qu "jygit.jydev.jianyu360.cn/data_processing/common_utils"
	"strings"
	"sync"
)

var unset_check = map[string]interface{}{"winner": 1, "s_winner": 1, "bidamount": 1, "winnerorder": 1}

// 工具修正程序
func StartToolInfo() {
	log.Debug("工具开始大模型修正数据······")
	q := map[string]interface{}{}
	pool_mgo := make(chan bool, ul.Reading)
	wg_mgo := &sync.WaitGroup{}
	sess := ul.SourceMgo.GetMgoConn()
	defer ul.SourceMgo.DestoryMongoConn(sess)
	total, isok := 0, 0
	it := sess.DB(ul.SourceMgo.DbName).C(ul.Ext_Name).Find(&q).Sort("_id").Iter()
	for tmp := make(map[string]interface{}); it.Next(&tmp); total++ {
		if total%100 == 0 {
			log.Debug("cur index ", total)
		}
		isok++
		pool_mgo <- true
		wg_mgo.Add(1)
		go func(tmp map[string]interface{}) {
			defer func() {
				<-pool_mgo
				wg_mgo.Done()
			}()
			u_id := ul.BsonTOStringId(tmp["_id"])
			data := extract.ResolveInfo(tmp)
			if len(data) > 0 || u_id == "" {
				tmp["ai_zhipu"] = data
				update_check := make(map[string]interface{}, 0)
				is_unset := getCheckDataAI(tmp, &update_check)
				//最终计算是否清洗
				if len(update_check) > 0 {
					//$set
					ul.SourceMgo.UpdateById(ul.Ext_Name, u_id, map[string]interface{}{
						"$set": update_check,
					})
				}
				if is_unset {
					//"$unset"
					ul.SourceMgo.UpdateById(ul.Ext_Name, u_id, map[string]interface{}{
						"$unset": unset_check,
					})
				}
			}
		}(tmp)
		tmp = make(map[string]interface{})
	}
	wg_mgo.Wait()
	log.Debug("ai is over ...")
}

// 大模型与抽取数据合并计算
func getCheckDataAI(tmp map[string]interface{}, update_check *map[string]interface{}) bool {
	if tmp["ai_zhipu"] == nil {
		return false
	}
	//记录抽取原值
	//记录抽取原值
	ext_ai_record := map[string]interface{}{}
	ai_zhipu := *qu.ObjToMap(tmp["ai_zhipu"])
	//分类字段···
	s_toptype, s_subtype := qu.ObjToString(ai_zhipu["s_toptype"]), qu.ObjToString(ai_zhipu["s_subtype"])
	ns_toptype, ns_subtype := CheckClassByOtherFileds(s_toptype, s_subtype, tmp)
	if ns_toptype != s_toptype || ns_subtype != s_subtype {
		ext_ai_record["s_toptype"] = ns_toptype
		ext_ai_record["s_subtype"] = ns_subtype
	}
	//赋值···
	s_toptype, s_subtype = ns_toptype, ns_subtype
	if qu.ObjToString(tmp["toptype"]) == "拟建" || qu.ObjToString(tmp["toptype"]) == "产权" {
		s_toptype = qu.ObjToString(tmp["toptype"])
		s_subtype = qu.ObjToString(tmp["subtype"])
	} else {
		if s_toptype != "" && s_subtype != "" {
			(*update_check)["toptype"] = s_toptype
			(*update_check)["subtype"] = s_subtype
			ext_ai_record["toptype"] = tmp["toptype"]
			ext_ai_record["subtype"] = tmp["subtype"]
		} else {
			s_toptype = qu.ObjToString(tmp["toptype"])
			s_subtype = qu.ObjToString(tmp["subtype"])
		}
	}

	//基础字段···
	if s_buyer := qu.ObjToString(ai_zhipu["s_buyer"]); s_buyer != "" {
		(*update_check)["buyer"] = s_buyer
		ext_ai_record["buyer"] = tmp["buyer"]
		if agency := qu.ObjToString(tmp["agency"]); agency != "" && agency == s_buyer {
			delete((*update_check), "buyer")
			delete(ext_ai_record, "buyer")
		}
	}
	if s_projectname := qu.ObjToString(ai_zhipu["s_projectname"]); s_projectname != "" {
		(*update_check)["projectname"] = s_projectname
		ext_ai_record["projectname"] = tmp["projectname"]
	}
	if s_projectcode := qu.ObjToString(ai_zhipu["s_projectcode"]); s_projectcode != "" {
		(*update_check)["projectcode"] = s_projectcode
		ext_ai_record["projectcode"] = tmp["projectcode"]
	}
	if s_budget := qu.Float64All(ai_zhipu["s_budget"]); s_budget > 0.0 && s_budget < 1000000000.0 {
		(*update_check)["budget"] = s_budget
		ext_ai_record["budget"] = tmp["budget"]
	}
	//地域字段···
	o_area, o_district := qu.ObjToString(tmp["area"]), qu.ObjToString(tmp["district"])
	s_area, s_city := qu.ObjToString(ai_zhipu["s_area"]), qu.ObjToString(ai_zhipu["s_city"])
	if s_area != "" && s_area != "全国" {
		(*update_check)["area"] = s_area
		if s_city != "" {
			(*update_check)["city"] = s_city
			if o_district != "" {
				//判断抽取的区县是否合理···
				isT := false
				if ds := ul.S_DistrictDict[o_district]; ds != nil {
					for _, v := range ds {
						if v.C_Name == s_city && v.P_Name == s_area {
							isT = true
							break
						}
					}
				}
				if !isT {
					(*update_check)["district"] = ""
				}
			}
		} else {
			if o_area != s_area {
				(*update_check)["city"] = ""
				(*update_check)["district"] = ""
			}
		}
		ext_ai_record["area"] = tmp["area"]
		ext_ai_record["city"] = tmp["city"]
		ext_ai_record["district"] = tmp["district"]
	}

	if s_subtype == "中标" || s_subtype == "成交" || s_subtype == "合同" {
		//先用外围字段替换
		if s_bidamount := qu.Float64All(ai_zhipu["s_bidamount"]); s_bidamount > 0.0 && s_bidamount < 1000000000.0 {
			(*update_check)["bidamount"] = s_bidamount
			ext_ai_record["bidamount"] = tmp["bidamount"]
		}
		if s_winner := qu.ObjToString(ai_zhipu["s_winner"]); s_winner != "" {
			(*update_check)["s_winner"] = s_winner
			ext_ai_record["s_winner"] = tmp["s_winner"]

			(*update_check)["winner"] = s_winner
			ext_ai_record["winner"] = tmp["winner"]
			//对于winner来说...规则值有包含关系，采用规则值
			if winner := qu.ObjToString(tmp["winner"]); winner != "" {
				if strings.Contains(s_winner, winner) {
					delete((*update_check), "winner")
					delete(ext_ai_record, "winner")
				}
			}
		}
		isRulePkg := false
		if pkg := *qu.ObjToMap(tmp["package"]); len(pkg) > 1 && (s_subtype == "中标" || s_subtype == "成交" || s_subtype == "合同") {
			if !staffInfo(pkg) {
				isRulePkg = true
			}
		}
		if isRulePkg { //优先采用大模型分包-值替换
			if ispkg, ok := ai_zhipu["ispkg"].(bool); ispkg && ok {
				if s_pkg := qu.ObjToMap(ai_zhipu["s_pkg"]); s_pkg != nil {
					if p_winner := qu.ObjToString((*s_pkg)["s_winner"]); p_winner != "" {
						(*update_check)["s_winner"] = p_winner
						(*update_check)["winner"] = p_winner
						ext_ai_record["s_winner"] = tmp["s_winner"]
						ext_ai_record["winner"] = tmp["winner"]
					}
					if p_bidamount := qu.Float64All((*s_pkg)["s_bidamount"]); p_bidamount > 0.0 {
						(*update_check)["bidamount"] = p_bidamount
						ext_ai_record["bidamount"] = tmp["bidamount"]
					}
					if s_package := qu.ObjToMap((*s_pkg)["s_pkg"]); s_package != nil {
						(*update_check)["package"] = s_package
						ext_ai_record["package"] = tmp["package"]
					}
				}
			}
		}
	} else if s_subtype == "单一" {
		if s_bidamount := qu.Float64All(ai_zhipu["s_bidamount"]); s_bidamount > 0.0 && s_bidamount < 1000000000.0 {
			(*update_check)["bidamount"] = s_bidamount
			ext_ai_record["bidamount"] = tmp["bidamount"]
		}
		if s_winner := qu.ObjToString(ai_zhipu["s_winner"]); s_winner != "" {
			(*update_check)["s_winner"] = s_winner
			(*update_check)["winner"] = s_winner
			ext_ai_record["s_winner"] = tmp["s_winner"]
			ext_ai_record["winner"] = tmp["winner"]
		}
	} else {
		(*update_check)["ext_ai_record"] = ext_ai_record
		for k, _ := range unset_check {
			if tmp[k] != nil {
				return true
			}
		}
	}
	(*update_check)["ext_ai_record"] = ext_ai_record

	//根据识别金额的进行选取与修正
	if r_budget := qu.Float64All((*update_check)["budget"]); r_budget > 0.0 && r_budget < 1000000000.0 {
		if o_budget := qu.Float64All(tmp["budget"]); o_budget > 0.0 {
			if r_budget/o_budget == 10000.0 || o_budget/r_budget == 10000.0 {
				(*update_check)["budget"] = filterAmount(r_budget, o_budget)
			}
		}
	}
	if r_bidamount := qu.Float64All((*update_check)["bidamount"]); r_bidamount > 0.0 && r_bidamount < 1000000000.0 {
		if o_bidamount := qu.Float64All(tmp["bidamount"]); o_bidamount > 0.0 {
			if r_bidamount/o_bidamount == 10000.0 || o_bidamount/r_bidamount == 10000.0 {
				(*update_check)["bidamount"] = filterAmount(r_bidamount, o_bidamount)
			}
		}
	}

	return false
}

// 筛选金额
func filterAmount(f1 float64, f2 float64) float64 {
	//选取一个合适的金额 ...
	if f1 > f2 {
		if f1 > 100000000.0 {
			return f2
		} else {
			return f1
		}
	} else if f1 < f2 {
		if f2 > 100000000.0 {
			return f1
		} else {
			return f2
		}
	} else {
		return f1
	}
}

// 核算分包信息
func staffInfo(pkg map[string]interface{}) bool {
	//鉴定中标单位
	is_w := 0
	for _, v := range pkg {
		info := *qu.ObjToMap(v)
		if winner := qu.ObjToString(info["winner"]); winner != "" {
			is_w++
		}
	}
	//鉴定中标金额
	is_b := 0
	for _, v := range pkg {
		info := *qu.ObjToMap(v)
		if bidamount := qu.Float64All(info["bidamount"]); bidamount > 0.0 {
			is_b++
		}
	}
	if is_w != len(pkg) && is_w > 0 {
		return false
	}
	if is_b != len(pkg) && is_b > 0 {
		return false
	}
	if is_w == 0 || is_b == 0 {
		return false
	}
	return true
}

func CheckClassByOtherFileds(toptype_ai, subtype_ai string, data map[string]interface{}) (string, string) {
	toptype_rule := qu.ObjToString(data["toptype"])
	subtype_rule := qu.ObjToString(data["subtype"])
	//1、结果类 中标和成交错误校正
	s_winner := qu.ObjToString(data["s_winner"])
	winnerorder := IsMarkInterfaceMap(data["winnerorder"])
	if toptype_ai == "结果" && toptype_rule == "结果" {
		if subtype_ai == "成交" && subtype_rule == "成交" && len(winnerorder) > 0 { //规则、大模型都错
			return "结果", "中标"
		}
		if ((subtype_ai == "中标" || subtype_ai == "其它") && subtype_rule == "成交") || ((subtype_ai == "成交" || subtype_ai == "其它") && subtype_rule == "中标") {
			if len(winnerorder) > 0 { //有中标候选人->中标
				return toptype_ai, "中标"
			}
			if s_winner != "" || data["bidamount"] != nil {
				return toptype_ai, "成交"
			}
		}
	}
	//2、招标、结果错误校正
	if toptype_ai != "结果" && toptype_rule == "结果" {
		//return toptype_rule,subtype_rule//默认规则为准
		if len(winnerorder) > 0 || s_winner != "" || data["bidamount"] != nil {
			return toptype_rule, subtype_rule
		} else {
			return toptype_ai, subtype_ai
		}
	} else if toptype_ai == "结果" && toptype_rule != "结果" && (subtype_ai == "中标" || subtype_ai == "成交") { //结果-变更
		//return toptype_rule,subtype_rule//默认规则为准
		if len(winnerorder) > 0 { //有中标候选人->中标
			return toptype_ai, "中标" //这里subtype返回"中标"，避免ai识别错误
		} else if s_winner != "" || data["bidamount"] != nil {
			return toptype_ai, "成交" //这里subtype返回"成交"，避免ai识别错误
		} else {
			return toptype_ai, subtype_ai
		}
	}
	return toptype_ai, subtype_ai
}

func IsMarkInterfaceMap(t interface{}) []map[string]interface{} {
	p_list := []map[string]interface{}{}
	if list_3, ok_3 := t.([]map[string]interface{}); ok_3 {
		p_list = list_3
		return p_list
	}
	if yl_list_1, ok_1 := t.(primitive.A); ok_1 {
		p_list = qu.ObjArrToMapArr(yl_list_1)
	} else {
		if yl_list_2, ok_2 := t.([]interface{}); ok_2 {
			p_list = qu.ObjArrToMapArr(yl_list_2)
		}
	}
	return p_list
}