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带有Nest字段的查询提升没有从Elasticsearch返回结果

[英]Query with Nest field boosting returning no results from Elasticsearch

我在使用字段增强与Elasticsearch一起使用来获取查询时遇到了实际问题。 我已经阅读过有关该主题的Nest文档,但是它们并不是特别有用,因此我的代码确实基于以下问题的解决方案: 使用NEST Field Boosting进行弹性搜索

如果运行以下查询,则会得到一个预期的结果:

var matches =
    _client.Search<SearchableMerchant>(
        s => s.From((page - 1) * pageSize)
            .Size(pageSize)
            .QueryString("*test*")
            .MinScore(1)
    );

但是,如果我尝试使用字段增强,则使用以下命令,将找不到任何匹配项:

var matches =
            _client.Search<SearchableMerchant>(
                s => s.From((page - 1) * pageSize)
                    .Size(pageSize)
                    .Query(q => q
                        .Boosting(bq => bq
                            .Positive(pq => pq
                                .CustomScore(cbf => cbf
                                    .Query(cbfq => cbfq
                                        .QueryString(
                                            qs => qs
                                            .OnFieldsWithBoost(d => d
                                                .Add("opportunities.acquirerLocationMID", Math.Pow(2, 17))
                                                .Add("opportunities.amexMID", Math.Pow(2, 16))
                                                .Add("opportunities.epayMID", Math.Pow(2, 16))
                                                .Add("v1MerchantId", Math.Pow(2, 16))
                                                .Add("locatorId", Math.Pow(2, 15))
                                                .Add("opportunities.opportunityLocatorId", Math.Pow(2, 14))
                                                .Add("businessName", Math.Pow(2, 13))
                                                .Add("searchablePhone", Math.Pow(2, 12))
                                                .Add("address.postCodeDetails.postCode.postCode", Math.Pow(2, 11))
                                                .Add("contacts.contact.searchableEmailAddress", Math.Pow(2, 11))
                                                .Add("contacts.contact.searchableMainPhone", Math.Pow(2, 10))
                                                .Add("contacts.contact.searchableMobilePhone", Math.Pow(2, 10))
                                                .Add("contacts.contact.fullName", Math.Pow(2, 9))
                                                .Add("contacts.contact.surname", Math.Pow(2, 8))
                                                .Add("contacts.contact.firstName", Math.Pow(2, 7))
                                                .Add("searchableAddress", Math.Pow(2, 6))
                                                .Add("ownershipUser.username", Math.Pow(2, 5))
                                                .Add("ownershipUser.searchableFullName", Math.Pow(2, 4))
                                                .Add("ownershipUser.lastName", Math.Pow(2, 3))
                                                .Add("ownershipUser.firstName", Math.Pow(2, 2))
                                                .Add("opportunities.depositAccount", Math.Pow(2, 1))
                                                .Add("opportunities.depositIban", Math.Pow(2, 1))
                                                .Add("opportunities.feesAccount", Math.Pow(2, 1))
                                                .Add("opportunities.feesIban", Math.Pow(2, 1))
                                                //  TODO: Company registration number - somewhere in legal methinks
                                            )
                                            .Query(
                                                "*test*"
                                            )
                                        )
                                    )
                                )
                            )
                            .Negative(nq => nq
                                .Filtered(nfq => nfq
                                    .Query(qq => qq.MatchAll())
                                    .Filter(f =>
                                        f.Missing("opportunities.acquirerLocationMID")
                                        && f.Missing("opportunities.amexMID")
                                        && f.Missing("opportunities.epayMID")
                                        && f.Missing("v1MerchantId")
                                        && f.Missing("locatorId")
                                        && f.Missing("opportunities.opportunityLocatorId")
                                        && f.Missing("businessName")
                                        && f.Missing("searchablePhone")
                                        && f.Missing("address.postCodeDetails.postCode.postCode")
                                        && f.Missing("contacts.contact.searchableEmailAddress")
                                        && f.Missing("contacts.contact.searchableMainPhone")
                                        && f.Missing("contacts.contact.searchableMobilePhone")
                                        && f.Missing("contacts.contact.fullName")
                                        && f.Missing("contacts.contact.surname")
                                        && f.Missing("contacts.contact.firstName")
                                        && f.Missing("searchableAddress")
                                        && f.Missing("ownershipUser.username")
                                        && f.Missing("ownershipUser.searchableFullName")
                                        && f.Missing("ownershipUser.lastName")
                                        && f.Missing("ownershipUser.firstName")
                                        && f.Missing("opportunities.depositAccount")
                                        && f.Missing("opportunities.depositIban")
                                        && f.Missing("opportunities.feesAccount")
                                        && f.Missing("opportunities.feesIban")
                                    )
                                )
                            )
                            .NegativeBoost(0.01)
                        )
                    )
                    .MinScore(1)
            );

我意识到这段代码的结构可能更好,但是现在我只想让字段提升查询正常工作-我待会儿整理一下。

这是我尝试过的一些方法:

  1. Nest文档对是否可以使用带有属性名称的OnFieldsWithBoost保持沉默。 即可以吗?

    .OnFieldsWithBoost(d => d .Add(“ businessName”,Math.Pow(2,13))

反对呢?

.OnFieldsWithBoost(d => d
    .Add(m => m.businessName, Math.Pow(2, 13))

我问的原因是我有一些要提升集合中的子属性。 例如, opportunities.opportunityLocatorId 机会显然是集合,我想匹配该集合中任何对象具有其opportunityLocatorId字段都具有匹配值的位置。

这适用于字段-您可以使用lambda或字符串-但它可以与boosting一起使用吗?

不知道,但是我已经尝试了两种方法,将查询的范围缩小到只包含一个对businessName的增强,因为这是应该与字符串“ test”匹配的字段,但仍然没有结果返回。

我还尝试摆脱.Negative子句,以防万一它匹配了不该匹配的东西。 .Positive子句中列出的任何字段中都找不到匹配项的情况下,可以消除任何查询。 仍然没有结果。

我还将.NegativeBoost值提高到了1(即没有效果,因此,不应将任何结果过滤到低于1的分数,而该分数并非以如此低的分数开始),但还是没有骰子。

这是索引的内容,因此您可以看到businessName字段应与第二个查询匹配“ test”,就像第一个查询一样:

{
  "took" : 2,
  "timed_out" : false,
  "_shards" : {
    "total" : 5,
    "successful" : 5,
    "failed" : 0
  },
  "hits" : {
    "total" : 2,
    "max_score" : 1.0,
    "hits" : [ {
      "_index" : "merchantv2",
      "_type" : "searchablemerchant",
      "_id" : "00000000-0000-0000-0000-000000000000",
      "_score" : 1.0,
      "_source":{"merchantGuid":"00000000-0000-0000-0000-000000000000","v1MerchantId":0,"locatorId":"0","address":{"addressGuid":"00000000-0000-0000-0000-000000000000","postCodeDetails":{"postCodeKey":0,"postalDistrict":{"postalDistrictKey":0,"postalDistrict":""},"postalLocation":"0","latitude":0.0,"longitude":0.0,"townName":"None","countyKey":0,"countryKey":0,"postCode":{"postCodeKey":0,"postCode":" 0"}},"county":{"countyKey":0,"countyName":"","countryKey":0,"recStatus":3,"countryKeyValue":0},"countryKey":0,"addressTypeKey":0,"updateDate":"0001-01-01T00:00:00+00:00","createdDate":"2016-01-07T19:46:28.4463+00:00"},"searchableAddress":" 0","searchablePhone":"","searchableFax":"","businessName":"","contacts":[],"opportunities":[{"opportunityGuid":"00000000-0000-0000-0000-000000000000","merchantGuid":"00000000-0000-0000-0000-000000000000","location":{"locationGuid":"00000000-0000-0000-0000-000000000000","tradingAddress":{"verified":false,"addressGuid":"00000000-0000-0000-0000-000000000000","postCodeDetails":{"postCodeKey":0,"postalDistrict":{"postalDistrictKey":0,"postalDistrict":""},"postalLocation":"0","latitude":0.0,"longitude":0.0,"townName":"None","countyKey":0,"countryKey":0,"postCode":{"postCodeKey":0,"postCode":" 0"}},"county":{"countyKey":0,"countyName":"","countryKey":0,"recStatus":3,"countryKeyValue":0},"countryKey":0,"addressTypeKey":0,"updateDate":"0001-01-01T00:00:00+00:00","createdDate":"2016-01-07T19:46:28.4463+00:00"}},"opportunityLocatorId":"000000"}]}
    }, {
      "_index" : "merchantv2",
      "_type" : "searchablemerchant",
      "_id" : "5f55fe61-ca65-e411-93f3-0cc47a07ef4a",
      "_score" : 1.0,
      "_source":{"merchantGuid":"5f55fe61-ca65-e411-93f3-0cc47a07ef4a","locatorId":"PM227Z02","address":{"addressGuid":"5c55fe61-ca65-e411-93f3-0cc47a07ef4a","houseNumber":"242","streetName":"Acklam Road","houseName":"","flatAptSuite":"","townName":"London","postCodeDetails":{"postCodeKey":1,"postalDistrict":{"postalDistrictKey":2782,"postalDistrict":"W10"},"postalLocation":"5JJ","latitude":51.52094651,"longitude":-0.20149990,"townName":"London","countyKey":0,"countryKey":224,"postCode":{"postCodeKey":1,"postCode":"W10 5JJ"}},"county":{"countyKey":626,"countyName":"Kensington And Chelsea","countryKey":224,"recStatus":1,"countryKeyValue":224},"countryKey":224,"addressTypeKey":0,"updateDate":"0001-01-01T00:00:00+00:00","createdDate":"2016-01-07T19:46:28.4653+00:00"},"searchableAddress":"242 Acklam Road, London, Kensington And Chelsea, W10 5JJ","searchablePhone":"+44 2031954484","searchableFax":"","businessName":"Test Merchant","contacts":[],"opportunities":[]}
    } ]
  }
}

我在.NET 4.5.1上的Windows 7上使用Elasticsearch 1.7.1和Nest 1.7.1(是的,我知道,但这是客户端使用的)。

我也尝试捕获Web API和elasticsearch之间的流量,但无济于事。 可能是配置问题,但是Fiddler或Wireshark / npcap都无法捕获这两者都在本地计算机上运行的流量,因此我看不到实际的请求被发送到elasticsearch,我怀疑这会有所帮助。 基本上,我想知道是否有任何错误从Elasticsearch回来,表明Nest被吞噬了。

好吧...直觉是正确的。 这是elasticsearch日志文件中出现的示例:

[2016-01-08 10:14:01,534][DEBUG][action.search.type       ] [Rocket Racer] All shards failed for phase: [query]
org.elasticsearch.search.SearchParseException: [user][4]: from[0],size[20]: Parse Failure [Failed to parse source [{
  "from": 0,
  "size": 20,
  "min_score": 1.0,
  "query": {
    "boosting": {
      "positive": {
        "custom_score": {
          "query": {
            "query_string": {
              "query": "*test*",
              "fields": [
                "opportunities.acquirerLocationMID^131072",
                "opportunities.amexMID^65536",
                "opportunities.epayMID^65536",
                "v1MerchantId^65536",
                "locatorId^32768",
                "opportunities.opportunityLocatorId^16384",
                "businessName^8192",
                "searchablePhone^4096",
                "address.postCodeDetails.postCode.postCode^2048",
                "contacts.contact.searchableEmailAddress^2048",
                "contacts.contact.searchableMainPhone^1024",
                "contacts.contact.searchableMobilePhone^1024",
                "contacts.contact.fullName^512",
                "contacts.contact.surname^256",
                "contacts.contact.firstName^128",
                "searchableAddress^64",
                "ownershipUser.username^32",
                "ownershipUser.searchableFullName^16",
                "ownershipUser.lastName^8",
                "ownershipUser.firstName^4",
                "opportunities.depositAccount^2",
                "opportunities.depositIban^2",
                "opportunities.feesAccount^2",
                "opportunities.feesIban^2"
              ]
            }
          }
        }
      },
      "negative": {
        "filtered": {
          "query": {
            "match_all": {}
          },
          "filter": {
            "bool": {
              "must": [
                {
                  "missing": {
                    "field": "opportunities.acquirerLocationMID"
                  }
                },
                {
                  "missing": {
                    "field": "opportunities.amexMID"
                  }
                },
                {
                  "missing": {
                    "field": "opportunities.epayMID"
                  }
                },
                {
                  "missing": {
                    "field": "v1MerchantId"
                  }
                },
                {
                  "missing": {
                    "field": "locatorId"
                  }
                },
                {
                  "missing": {
                    "field": "opportunities.opportunityLocatorId"
                  }
                },
                {
                  "missing": {
                    "field": "businessName"
                  }
                },
                {
                  "missing": {
                    "field": "searchablePhone"
                  }
                },
                {
                  "missing": {
                    "field": "address.postCodeDetails.postCode.postCode"
                  }
                },
                {
                  "missing": {
                    "field": "contacts.contact.searchableEmailAddress"
                  }
                },
                {
                  "missing": {
                    "field": "contacts.contact.searchableMainPhone"
                  }
                },
                {
                  "missing": {
                    "field": "contacts.contact.searchableMobilePhone"
                  }
                },
                {
                  "missing": {
                    "field": "contacts.contact.fullName"
                  }
                },
                {
                  "missing": {
                    "field": "contacts.contact.surname"
                  }
                },
                {
                  "missing": {
                    "field": "contacts.contact.firstName"
                  }
                },
                {
                  "missing": {
                    "field": "searchableAddress"
                  }
                },
                {
                  "missing": {
                    "field": "ownershipUser.username"
                  }
                },
                {
                  "missing": {
                    "field": "ownershipUser.searchableFullName"
                  }
                },
                {
                  "missing": {
                    "field": "ownershipUser.lastName"
                  }
                },
                {
                  "missing": {
                    "field": "ownershipUser.firstName"
                  }
                },
                {
                  "missing": {
                    "field": "opportunities.depositAccount"
                  }
                },
                {
                  "missing": {
                    "field": "opportunities.depositIban"
                  }
                },
                {
                  "missing": {
                    "field": "opportunities.feesAccount"
                  }
                },
                {
                  "missing": {
                    "field": "opportunities.feesIban"
                  }
                }
              ]
            }
          }
        }
      },
      "negative_boost": 0.01
    }
  }
}]]
    at org.elasticsearch.search.SearchService.parseSource(SearchService.java:747)
    at org.elasticsearch.search.SearchService.createContext(SearchService.java:572)
    at org.elasticsearch.search.SearchService.createAndPutContext(SearchService.java:544)
    at org.elasticsearch.search.SearchService.executeQueryPhase(SearchService.java:306)
    at org.elasticsearch.search.action.SearchServiceTransportAction$5.call(SearchServiceTransportAction.java:231)
    at org.elasticsearch.search.action.SearchServiceTransportAction$5.call(SearchServiceTransportAction.java:228)
    at org.elasticsearch.search.action.SearchServiceTransportAction$23.run(SearchServiceTransportAction.java:559)
    at java.util.concurrent.ThreadPoolExecutor.runWorker(Unknown Source)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run(Unknown Source)
    at java.lang.Thread.run(Unknown Source)
Caused by: org.elasticsearch.index.query.QueryParsingException: [user] No query registered for [custom_score]
    at org.elasticsearch.index.query.QueryParseContext.parseInnerQuery(QueryParseContext.java:303)
    at org.elasticsearch.index.query.BoostingQueryParser.parse(BoostingQueryParser.java:63)
    at org.elasticsearch.index.query.QueryParseContext.parseInnerQuery(QueryParseContext.java:305)
    at org.elasticsearch.index.query.IndexQueryParserService.innerParse(IndexQueryParserService.java:382)
    at org.elasticsearch.index.query.IndexQueryParserService.parse(IndexQueryParserService.java:281)
    at org.elasticsearch.index.query.IndexQueryParserService.parse(IndexQueryParserService.java:276)
    at org.elasticsearch.search.query.QueryParseElement.parse(QueryParseElement.java:33)
    at org.elasticsearch.search.SearchService.parseSource(SearchService.java:731)
    ... 9 more

那我在做什么错? 有谁知道如何解决第二个查询,而elasticsearch显然不喜欢该查询? 有什么办法可以使Nest摆脱任何错误? 我希望有一个异常,但是不会发生-它只是以一个空的match集合静默返回,并且该集合上没有任何属性表明发生了问题。

非常感谢任何帮助。

谢谢!

巴特

自定义分数查询在Elasticsearch 0.90.4中已弃用,在Elasticsearch 1.x中已删除。 保留在NEST中以实现向后兼容性。 相反,您应该使用功能得分查询

但是NEST应该已经通过IsValid属性指示发生了错误,在这种情况下应该为false 默认情况下,NEST 1.x不会引发Elasticsearch异常。 您可以通过在ConnectionSettings上设置ThrowOnElasticsearchServerExceptions()来启用此行为。

旁注:在术语的开头(例如*test )使用通配符通常是不好的做法,因为这将导致检查索引中的每个单个术语。 您可能需要研究修改映射,并使用类似nGram令牌生成器的方法。

事实证明,我要做的事情很简单,我只是在错误的兔子洞里消失了一段时间。 例如,这是我应用了字段增强的multi_match查询:

curl -XGET http://localhost:9200/merchantv2/_search -d '
{
    "query": {
        "multi_match": {
            "query": "test",
            "type": "phrase_prefix",
            "fields" : ["businessName^3", "address.streetName"]
        }
    }
}'

在这种情况下,我增强了businessName字段,以使在其中找到的匹配项比在address.streetName中找到的匹配项重要三倍。 似乎工作正常。

以下是相关文档的链接: https : //www.elastic.co/guide/zh-cn/elasticsearch/reference/1.7/query-dsl-multi-match-query.html (为此,他建议使用Val)一个不同的问题)。

感谢您的指点!

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