Cloudant创建视图以计算每个最后的值数组字段

时间:2017-07-07 08:06:24

标签: json mapreduce cloudant

我有很多存储在Cloudant数据库中的json文档。文件结构:

{
  "_id": "00229e31d5751d337abf409a4bd75492",
  "_rev": "1-d95d7ad32264d233453a0436b1557e7d",
  "timestamp": "2017-07-04T21:28:46.886Z",
  "APIresponse": {
    "intents": [
      {
        "intent": "greetings",
        "confidence": 1
      },
      {
        "intent": "machineBusy",
        "confidence": 0
      },
      {
        "intent": "set_weights",
        "confidence": 0
      },
      {
        "intent": "faqGuidelinesPAAmount",
        "confidence": 0
      },
      {
        "intent": "chat",
        "confidence": 0
      },
      {
        "intent": "feedback-no",
        "confidence": 0
      },
      {
        "intent": "faqGuidelinesWhatsnew",
        "confidence": 0
      },
      {
        "intent": "faqGuidelinesChildren",
        "confidence": 0
      },
      {
        "intent": "thanks",
        "confidence": 0
      },
      {
        "intent": "faqGuidelinesPAvsFederal",
        "confidence": 0
      }
    ],
    "entities": [],
    "input": {
      "text": "hey"
    },
    "output": {
      "text": [
        "Hey there!",
        "How a beautiful day to train :) Do you agree #firstName?"
      ],
      "nodes_visited": [
        "Greetings",
        "Initial greetings",
        "node_2_1495711348295"
      ],
      "error": "SpelEvaluationException when evaluating DialogNode Id [check PROFILING interrupted ASPFINDER]. Condition [$trainingContext.status == \"no_tp\" && $aspFinder.dob != null || $aspFinder.height != null || $aspFinder.weight != null || $aspFinder.impedIsPresent != null || $aspFinder.goal != null || $aspFinder.timesAWeek != null || $aspFinder.duration != null || $aspFinder.location != null || $aspFinder.level != null || $userContext.height != null] evaluated to FALSE.\norg.springframework.expression.spel.SpelEvaluationException: EL1007E: Property or field 'weight' cannot be found on null\n",
      "log_messages": [
        {
          "level": "err",
          "msg": "SpelEvaluationException when evaluating DialogNode Id [check PROFILING interrupted ASPFINDER]. Condition [$trainingContext.status == \"no_tp\" && $aspFinder.dob != null || $aspFinder.height != null || $aspFinder.weight != null || $aspFinder.impedIsPresent != null || $aspFinder.goal != null || $aspFinder.timesAWeek != null || $aspFinder.duration != null || $aspFinder.location != null || $aspFinder.level != null || $userContext.height != null] evaluated to FALSE.\norg.springframework.expression.spel.SpelEvaluationException: EL1007E: Property or field 'weight' cannot be found on null\n"
        }
      ]
    },
    "context": {
      "system": {
        "dialog_stack": [
          {
            "dialog_node": "node_2_1495711348295"
          }
        ],
        "dialog_request_counter": 5,
        "dialog_turn_counter": 5,
        "_node_output_map": {
          "node_3_1495711396477": [
            0
          ],
          "node_1_1495037449418": [
            0,
            0,
            1
          ],
          "node_12_1494424156763": [
            0,
            3,
            0,
            1,
            2,
            4
          ],
          "in exercise": [
            0
          ],
          "Workout Feedback": [
            0,
            2,
            1,
            0,
            3
          ],
          "Greetings": [
            0
          ],
          "node_2_1495711348295": [
            0,
            2,
            1,
            0
          ]
        }
      },
      "repeat": false,
      "lastMsg": [
        "Great job!",
        "We're done for today training! Great job :)"
      ],
      "conversation_id": "919d2d6b-e085-4fbe-bd12-19486aa0394e",
      "last": {
        "trainingContext": {
          "status": "no_workout",
          "suggested_workout_id": "W-fb2038d7d45a48a6af844a53f52a1759-T-74e57d317b9649feb5f024c049766fd7-F-technogym"
        },
        "notify_ui": "workout_closed",
        "output": {
          "nodes_visited": [
            "node_9_1494423774989",
            "node_1_1494427286758",
            "node_12_1494424156763"
          ],
          "text": [
            "Great job!",
            "We're done for today training! Great job :)"
          ],
          "log_messages": []
        }
      },
      "_currentSession": {
        "current_exe": 7
      },
      "currentSession": {
        "feedback": 5
      },
      "_timestamp": "2017-07-04T21:28:46.561Z",
      "trainingContext": {
        "status": "no_workout",
        "suggested_workout_id": "W-fb2038d7d45a48a6af844a53f52a1759-T-74e57d317b9649feb5f024c049766fd7-F-technogym"
      },
      "userContext": {
        "height": 160,
        "userID": "e37e39f4-61ba-41da-a356-2c6cbfae8392",
        "lastName": "#lastName",
        "facilityId": "4419597c-b63e-4358-b8ba-cc388bb192c3",
        "weight": 56,
        "userToken": "MjAxNzA3MDQyMTI4MzR8MzQyYzJkZmEyNGVkNGZlZDhiOWU5NDg0NWE1YzAxNTJ8ZWMxZDM4ZDdkMzU5NDhkMGE2MGNkOGMwYjhmYjlkZjl8MXxXLiBFdXJvcGUgU3RhbmRhcmQgVGltZXxpdC1JVHxlMzdlMzlmNDYxYmE0MWRhYTM1NjJjNmNiZmFlODM5Mnx8fHwxfDF8MHwxMDB8fHw1OHw2ODk0fDB8Y29tLm15d2VsbG5lc3M1.BC8BBB1E2066444DEA5F5E1F42627CF6443F3077",
        "firstName": "#firstName",
        "dob": "03/07/1986"
      }
    }
  }
}

我感兴趣的json的值是数组字段APIresponse.outout.nodes_visited中的最后一个。更具体地说,我希望有一个结构,我可以获得数组字段APIresponse.outout.nodes_visited的每个最后一个值的计数以及与该计数相关联的值(计数名称)。

我通常使用选择器来查询Cloudant,但似乎它确实提供了一种获取我正在寻找的特定计数的方法。

我试图在设计文档中创建一个map reduce函数,但我一直无法成功。

然后问题是:

  1. 如何访问Cloudant中数组字段的最后一个元素?
  2. 如何获取数据库中数组最后一个元素的总数?
  3. 感谢您的帮助,

    菲利普

1 个答案:

答案 0 :(得分:1)

您可以使用map-reduce视图执行此操作。首先,使用值为1的数组中的字段键入您的发射:

function(doc) {
    if (doc && doc.APIresponse && 
        doc.APIresponse.output && doc.APIresponse.output.nodes_visited){
        var arr = doc.APIresponse.output.nodes_visited;
        emit(arr[arr.length-1], 1);
    }
}

并选择内置的_count reduce函数。

您现在应该能够看到所有访问过的节点,总计使用类似

的内容
curl 'https://USER:PASS@ACCOUNT.cloudant.com/DB/_design/DDOC/_view/VIEWNAME?group=true'

您可以在我的某个数据库中看到您的示例数据:

https://skruger.cloudant.com/testdb - 它可供阅读。

我把上面建议的视图函数放在了,这里是查询:

curl 'https://skruger.cloudant.com/testdb/_design/ddoc/_view/nodes?group=true'
{"rows":[
    {"key":"ask exercise feedback","value":1},
    {"key":"Assign workout","value":2},
    {"key":"Capabilities","value":1},
    {"key":"Feedback_tester","value":1},
    {"key":"First Exercise","value":2},
    {"key":"mark exercise done","value":1},
    {"key":"no_tp","value":8},
    {"key":"node_1_1495716162431","value":10},
    {"key":"node_2_1495711348295","value":1},
    {"key":"node_21_1494245522737","value":1},
    {"key":"node_26_1494249967653","value":1},
    {"key":"node_3_1495716340965","value":2},
    {"key":"node_3_1495922533369","value":2},
    {"key":"node_4_1494233636522","value":2},
    {"key":"node_6_1493835340035","value":1},
    {"key":"node_7_1493835487968","value":1},
    {"key":"node_8_1492030091650","value":1},
    {"key":"node_8_1494235961152","value":2},
    {"key":"node_9_1495711958382","value":1},
    {"key":"pr exit service fail","value":7},
    {"key":"profiling - ending","value":8},
    {"key":"profiling - question duration","value":7},
    {"key":"profiling - question goal","value":7},
    {"key":"profiling - question impediments","value":7},
    {"key":"profiling - question level","value":7},
    {"key":"profiling - question location","value":7},
    {"key":"profiling - question timesWeek","value":7},
    {"key":"show next exercise","value":2}
]}