Chilkat Online Tools

Python / Datadog API Collection / Aggregate spans

Back to Collection Items

import sys
import chilkat2

# This example assumes the Chilkat API to have been previously unlocked.
# See Global Unlock Sample for sample code.

http = chilkat2.Http()

# Use this online tool to generate code from sample JSON: Generate Code to Create JSON

# The following JSON is sent in the request body.

# {
#   "data": {
#     "attributes": {
#       "compute": [
#         {
#           "aggregation": "avg",
#           "interval": "<string>",
#           "metric": "<string>",
#           "type": "total"
#         },
#         {
#           "aggregation": "pc98",
#           "interval": "<string>",
#           "metric": "<string>",
#           "type": "total"
#         }
#       ],
#       "filter": {
#         "from": "now-15m",
#         "query": "*",
#         "to": "now"
#       },
#       "group_by": [
#         {
#           "facet": "<string>",
#           "histogram": {
#             "interval": "<double>",
#             "min": "<double>",
#             "max": "<double>"
#           },
#           "limit": 10,
#           "missing": "<string>",
#           "sort": {
#             "aggregation": "count",
#             "metric": "<string>",
#             "order": "desc",
#             "type": "alphabetical"
#           },
#           "total": "<boolean>"
#         },
#         {
#           "facet": "<string>",
#           "histogram": {
#             "interval": "<double>",
#             "min": "<double>",
#             "max": "<double>"
#           },
#           "limit": 10,
#           "missing": "<string>",
#           "sort": {
#             "aggregation": "pc99",
#             "metric": "<string>",
#             "order": "desc",
#             "type": "alphabetical"
#           },
#           "total": "<boolean>"
#         }
#       ],
#       "options": {
#         "timeOffset": "<long>",
#         "timezone": "UTC"
#       }
#     },
#     "type": "aggregate_request"
#   }
# }

json = chilkat2.JsonObject()
json.UpdateString("data.attributes.compute[0].aggregation","avg")
json.UpdateString("data.attributes.compute[0].interval","<string>")
json.UpdateString("data.attributes.compute[0].metric","<string>")
json.UpdateString("data.attributes.compute[0].type","total")
json.UpdateString("data.attributes.compute[1].aggregation","pc98")
json.UpdateString("data.attributes.compute[1].interval","<string>")
json.UpdateString("data.attributes.compute[1].metric","<string>")
json.UpdateString("data.attributes.compute[1].type","total")
json.UpdateString("data.attributes.filter.from","now-15m")
json.UpdateString("data.attributes.filter.query","*")
json.UpdateString("data.attributes.filter.to","now")
json.UpdateString("data.attributes.group_by[0].facet","<string>")
json.UpdateString("data.attributes.group_by[0].histogram.interval","<double>")
json.UpdateString("data.attributes.group_by[0].histogram.min","<double>")
json.UpdateString("data.attributes.group_by[0].histogram.max","<double>")
json.UpdateInt("data.attributes.group_by[0].limit",10)
json.UpdateString("data.attributes.group_by[0].missing","<string>")
json.UpdateString("data.attributes.group_by[0].sort.aggregation","count")
json.UpdateString("data.attributes.group_by[0].sort.metric","<string>")
json.UpdateString("data.attributes.group_by[0].sort.order","desc")
json.UpdateString("data.attributes.group_by[0].sort.type","alphabetical")
json.UpdateString("data.attributes.group_by[0].total","<boolean>")
json.UpdateString("data.attributes.group_by[1].facet","<string>")
json.UpdateString("data.attributes.group_by[1].histogram.interval","<double>")
json.UpdateString("data.attributes.group_by[1].histogram.min","<double>")
json.UpdateString("data.attributes.group_by[1].histogram.max","<double>")
json.UpdateInt("data.attributes.group_by[1].limit",10)
json.UpdateString("data.attributes.group_by[1].missing","<string>")
json.UpdateString("data.attributes.group_by[1].sort.aggregation","pc99")
json.UpdateString("data.attributes.group_by[1].sort.metric","<string>")
json.UpdateString("data.attributes.group_by[1].sort.order","desc")
json.UpdateString("data.attributes.group_by[1].sort.type","alphabetical")
json.UpdateString("data.attributes.group_by[1].total","<boolean>")
json.UpdateString("data.attributes.options.timeOffset","<long>")
json.UpdateString("data.attributes.options.timezone","UTC")
json.UpdateString("data.type","aggregate_request")

http.SetRequestHeader("Content-Type","application/json")
http.SetRequestHeader("Accept","application/json")

# resp is a CkHttpResponse
resp = http.PostJson3("https://api.app.ddog-gov.com/api/v2/spans/analytics/aggregate","application/json",json)
if (http.LastMethodSuccess == False):
    print(http.LastErrorText)
    sys.exit()

sbResponseBody = chilkat2.StringBuilder()
resp.GetBodySb(sbResponseBody)

jResp = chilkat2.JsonObject()
jResp.LoadSb(sbResponseBody)
jResp.EmitCompact = False

print("Response Body:")
print(jResp.Emit())

respStatusCode = resp.StatusCode
print("Response Status Code = " + str(respStatusCode))
if (respStatusCode >= 400):
    print("Response Header:")
    print(resp.Header)
    print("Failed.")

    sys.exit()

# Sample JSON response:
# (Sample code for parsing the JSON response is shown below)

# {
#   "data": [
#     {
#       "attributes": {
#         "by": {
#           "ea3": {
#             "description": "The values for each group by."
#           },
#           "nulla_7fe": {
#             "description": "The values for each group by."
#           }
#         },
#         "compute": {},
#         "computes": {
#           "ullamco_2f": "<string>",
#           "do_fc0": "<string>"
#         }
#       },
#       "id": "<string>",
#       "type": "bucket"
#     },
#     {
#       "attributes": {
#         "by": {
#           "nisi9a": {
#             "description": "The values for each group by."
#           }
#         },
#         "compute": {},
#         "computes": {
#           "sunt_d": "<string>",
#           "elit_d4": "<string>"
#         }
#       },
#       "id": "<string>",
#       "type": "bucket"
#     }
#   ],
#   "meta": {
#     "elapsed": "<long>",
#     "request_id": "<string>",
#     "status": "timeout",
#     "warnings": [
#       {
#         "code": "<string>",
#         "detail": "<string>",
#         "title": "<string>"
#       },
#       {
#         "code": "<string>",
#         "detail": "<string>",
#         "title": "<string>"
#       }
#     ]
#   }
# }

# Sample code for parsing the JSON response...
# Use this online tool to generate parsing code from sample JSON: Generate JSON Parsing Code

Elapsed = jResp.StringOf("meta.elapsed")
Request_id = jResp.StringOf("meta.request_id")
Status = jResp.StringOf("meta.status")
i = 0
count_i = jResp.SizeOfArray("data")
while i < count_i :
    jResp.I = i
    Description = jResp.StringOf("data[i].attributes.by.ea3.description")
    Nulla_7feDescription = jResp.StringOf("data[i].attributes.by.nulla_7fe.description")
    Ullamco_2f = jResp.StringOf("data[i].attributes.computes.ullamco_2f")
    Do_fc0 = jResp.StringOf("data[i].attributes.computes.do_fc0")
    id = jResp.StringOf("data[i].id")
    v_type = jResp.StringOf("data[i].type")
    Nisi9aDescription = jResp.StringOf("data[i].attributes.by.nisi9a.description")
    Sunt_d = jResp.StringOf("data[i].attributes.computes.sunt_d")
    Elit_d4 = jResp.StringOf("data[i].attributes.computes.elit_d4")
    i = i + 1

i = 0
count_i = jResp.SizeOfArray("meta.warnings")
while i < count_i :
    jResp.I = i
    code = jResp.StringOf("meta.warnings[i].code")
    detail = jResp.StringOf("meta.warnings[i].detail")
    title = jResp.StringOf("meta.warnings[i].title")
    i = i + 1

Curl Command

curl -X POST
	-H "Content-Type: application/json"
	-H "Accept: application/json"
	-d '{
  "data": {
    "attributes": {
      "compute": [
        {
          "aggregation": "avg",
          "interval": "<string>",
          "metric": "<string>",
          "type": "total"
        },
        {
          "aggregation": "pc98",
          "interval": "<string>",
          "metric": "<string>",
          "type": "total"
        }
      ],
      "filter": {
        "from": "now-15m",
        "query": "*",
        "to": "now"
      },
      "group_by": [
        {
          "facet": "<string>",
          "histogram": {
            "interval": "<double>",
            "min": "<double>",
            "max": "<double>"
          },
          "limit": 10,
          "missing": "<string>",
          "sort": {
            "aggregation": "count",
            "metric": "<string>",
            "order": "desc",
            "type": "alphabetical"
          },
          "total": "<boolean>"
        },
        {
          "facet": "<string>",
          "histogram": {
            "interval": "<double>",
            "min": "<double>",
            "max": "<double>"
          },
          "limit": 10,
          "missing": "<string>",
          "sort": {
            "aggregation": "pc99",
            "metric": "<string>",
            "order": "desc",
            "type": "alphabetical"
          },
          "total": "<boolean>"
        }
      ],
      "options": {
        "timeOffset": "<long>",
        "timezone": "UTC"
      }
    },
    "type": "aggregate_request"
  }
}'
https://api.app.ddog-gov.com/api/v2/spans/analytics/aggregate

Postman Collection Item JSON

{
  "name": "Aggregate spans",
  "request": {
    "method": "POST",
    "header": [
      {
        "key": "Content-Type",
        "value": "application/json"
      },
      {
        "key": "Accept",
        "value": "application/json"
      }
    ],
    "body": {
      "mode": "raw",
      "raw": "{\n  \"data\": {\n    \"attributes\": {\n      \"compute\": [\n        {\n          \"aggregation\": \"avg\",\n          \"interval\": \"<string>\",\n          \"metric\": \"<string>\",\n          \"type\": \"total\"\n        },\n        {\n          \"aggregation\": \"pc98\",\n          \"interval\": \"<string>\",\n          \"metric\": \"<string>\",\n          \"type\": \"total\"\n        }\n      ],\n      \"filter\": {\n        \"from\": \"now-15m\",\n        \"query\": \"*\",\n        \"to\": \"now\"\n      },\n      \"group_by\": [\n        {\n          \"facet\": \"<string>\",\n          \"histogram\": {\n            \"interval\": \"<double>\",\n            \"min\": \"<double>\",\n            \"max\": \"<double>\"\n          },\n          \"limit\": 10,\n          \"missing\": \"<string>\",\n          \"sort\": {\n            \"aggregation\": \"count\",\n            \"metric\": \"<string>\",\n            \"order\": \"desc\",\n            \"type\": \"alphabetical\"\n          },\n          \"total\": \"<boolean>\"\n        },\n        {\n          \"facet\": \"<string>\",\n          \"histogram\": {\n            \"interval\": \"<double>\",\n            \"min\": \"<double>\",\n            \"max\": \"<double>\"\n          },\n          \"limit\": 10,\n          \"missing\": \"<string>\",\n          \"sort\": {\n            \"aggregation\": \"pc99\",\n            \"metric\": \"<string>\",\n            \"order\": \"desc\",\n            \"type\": \"alphabetical\"\n          },\n          \"total\": \"<boolean>\"\n        }\n      ],\n      \"options\": {\n        \"timeOffset\": \"<long>\",\n        \"timezone\": \"UTC\"\n      }\n    },\n    \"type\": \"aggregate_request\"\n  }\n}",
      "options": {
        "raw": {
          "headerFamily": "json",
          "language": "json"
        }
      }
    },
    "url": {
      "raw": "{{baseUrl}}/api/v2/spans/analytics/aggregate",
      "host": [
        "{{baseUrl}}"
      ],
      "path": [
        "api",
        "v2",
        "spans",
        "analytics",
        "aggregate"
      ]
    },
    "description": "The API endpoint to aggregate spans into buckets and compute metrics and timeseries.\nThis endpoint is rate limited to `300` requests per hour."
  },
  "response": [
    {
      "name": "OK",
      "originalRequest": {
        "method": "POST",
        "header": [
          {
            "key": "Content-Type",
            "value": "application/json"
          },
          {
            "key": "Accept",
            "value": "application/json"
          },
          {
            "description": "Added as a part of security scheme: apikey",
            "key": "DD-API-KEY",
            "value": "<API Key>"
          }
        ],
        "body": {
          "mode": "raw",
          "raw": "{\n  \"data\": {\n    \"attributes\": {\n      \"compute\": [\n        {\n          \"aggregation\": \"avg\",\n          \"interval\": \"<string>\",\n          \"metric\": \"<string>\",\n          \"type\": \"total\"\n        },\n        {\n          \"aggregation\": \"pc98\",\n          \"interval\": \"<string>\",\n          \"metric\": \"<string>\",\n          \"type\": \"total\"\n        }\n      ],\n      \"filter\": {\n        \"from\": \"now-15m\",\n        \"query\": \"*\",\n        \"to\": \"now\"\n      },\n      \"group_by\": [\n        {\n          \"facet\": \"<string>\",\n          \"histogram\": {\n            \"interval\": \"<double>\",\n            \"min\": \"<double>\",\n            \"max\": \"<double>\"\n          },\n          \"limit\": 10,\n          \"missing\": \"<string>\",\n          \"sort\": {\n            \"aggregation\": \"count\",\n            \"metric\": \"<string>\",\n            \"order\": \"desc\",\n            \"type\": \"alphabetical\"\n          },\n          \"total\": \"<boolean>\"\n        },\n        {\n          \"facet\": \"<string>\",\n          \"histogram\": {\n            \"interval\": \"<double>\",\n            \"min\": \"<double>\",\n            \"max\": \"<double>\"\n          },\n          \"limit\": 10,\n          \"missing\": \"<string>\",\n          \"sort\": {\n            \"aggregation\": \"pc99\",\n            \"metric\": \"<string>\",\n            \"order\": \"desc\",\n            \"type\": \"alphabetical\"\n          },\n          \"total\": \"<boolean>\"\n        }\n      ],\n      \"options\": {\n        \"timeOffset\": \"<long>\",\n        \"timezone\": \"UTC\"\n      }\n    },\n    \"type\": \"aggregate_request\"\n  }\n}",
          "options": {
            "raw": {
              "headerFamily": "json",
              "language": "json"
            }
          }
        },
        "url": {
          "raw": "{{baseUrl}}/api/v2/spans/analytics/aggregate",
          "host": [
            "{{baseUrl}}"
          ],
          "path": [
            "api",
            "v2",
            "spans",
            "analytics",
            "aggregate"
          ]
        }
      },
      "status": "OK",
      "code": 200,
      "_postman_previewlanguage": "json",
      "header": [
        {
          "key": "Content-Type",
          "value": "application/json"
        }
      ],
      "cookie": [
      ],
      "body": "{\n  \"data\": [\n    {\n      \"attributes\": {\n        \"by\": {\n          \"ea3\": {\n            \"description\": \"The values for each group by.\"\n          },\n          \"nulla_7fe\": {\n            \"description\": \"The values for each group by.\"\n          }\n        },\n        \"compute\": {},\n        \"computes\": {\n          \"ullamco_2f\": \"<string>\",\n          \"do_fc0\": \"<string>\"\n        }\n      },\n      \"id\": \"<string>\",\n      \"type\": \"bucket\"\n    },\n    {\n      \"attributes\": {\n        \"by\": {\n          \"nisi9a\": {\n            \"description\": \"The values for each group by.\"\n          }\n        },\n        \"compute\": {},\n        \"computes\": {\n          \"sunt_d\": \"<string>\",\n          \"elit_d4\": \"<string>\"\n        }\n      },\n      \"id\": \"<string>\",\n      \"type\": \"bucket\"\n    }\n  ],\n  \"meta\": {\n    \"elapsed\": \"<long>\",\n    \"request_id\": \"<string>\",\n    \"status\": \"timeout\",\n    \"warnings\": [\n      {\n        \"code\": \"<string>\",\n        \"detail\": \"<string>\",\n        \"title\": \"<string>\"\n      },\n      {\n        \"code\": \"<string>\",\n        \"detail\": \"<string>\",\n        \"title\": \"<string>\"\n      }\n    ]\n  }\n}"
    },
    {
      "name": "Bad Request",
      "originalRequest": {
        "method": "POST",
        "header": [
          {
            "key": "Content-Type",
            "value": "application/json"
          },
          {
            "key": "Accept",
            "value": "application/json"
          },
          {
            "description": "Added as a part of security scheme: apikey",
            "key": "DD-API-KEY",
            "value": "<API Key>"
          }
        ],
        "body": {
          "mode": "raw",
          "raw": "{\n  \"data\": {\n    \"attributes\": {\n      \"compute\": [\n        {\n          \"aggregation\": \"avg\",\n          \"interval\": \"<string>\",\n          \"metric\": \"<string>\",\n          \"type\": \"total\"\n        },\n        {\n          \"aggregation\": \"pc98\",\n          \"interval\": \"<string>\",\n          \"metric\": \"<string>\",\n          \"type\": \"total\"\n        }\n      ],\n      \"filter\": {\n        \"from\": \"now-15m\",\n        \"query\": \"*\",\n        \"to\": \"now\"\n      },\n      \"group_by\": [\n        {\n          \"facet\": \"<string>\",\n          \"histogram\": {\n            \"interval\": \"<double>\",\n            \"min\": \"<double>\",\n            \"max\": \"<double>\"\n          },\n          \"limit\": 10,\n          \"missing\": \"<string>\",\n          \"sort\": {\n            \"aggregation\": \"count\",\n            \"metric\": \"<string>\",\n            \"order\": \"desc\",\n            \"type\": \"alphabetical\"\n          },\n          \"total\": \"<boolean>\"\n        },\n        {\n          \"facet\": \"<string>\",\n          \"histogram\": {\n            \"interval\": \"<double>\",\n            \"min\": \"<double>\",\n            \"max\": \"<double>\"\n          },\n          \"limit\": 10,\n          \"missing\": \"<string>\",\n          \"sort\": {\n            \"aggregation\": \"pc99\",\n            \"metric\": \"<string>\",\n            \"order\": \"desc\",\n            \"type\": \"alphabetical\"\n          },\n          \"total\": \"<boolean>\"\n        }\n      ],\n      \"options\": {\n        \"timeOffset\": \"<long>\",\n        \"timezone\": \"UTC\"\n      }\n    },\n    \"type\": \"aggregate_request\"\n  }\n}",
          "options": {
            "raw": {
              "headerFamily": "json",
              "language": "json"
            }
          }
        },
        "url": {
          "raw": "{{baseUrl}}/api/v2/spans/analytics/aggregate",
          "host": [
            "{{baseUrl}}"
          ],
          "path": [
            "api",
            "v2",
            "spans",
            "analytics",
            "aggregate"
          ]
        }
      },
      "status": "Bad Request",
      "code": 400,
      "_postman_previewlanguage": "json",
      "header": [
        {
          "key": "Content-Type",
          "value": "application/json"
        }
      ],
      "cookie": [
      ],
      "body": "{\n  \"errors\": [\n    \"<string>\",\n    \"<string>\"\n  ]\n}"
    },
    {
      "name": "Forbidden",
      "originalRequest": {
        "method": "POST",
        "header": [
          {
            "key": "Content-Type",
            "value": "application/json"
          },
          {
            "key": "Accept",
            "value": "application/json"
          },
          {
            "description": "Added as a part of security scheme: apikey",
            "key": "DD-API-KEY",
            "value": "<API Key>"
          }
        ],
        "body": {
          "mode": "raw",
          "raw": "{\n  \"data\": {\n    \"attributes\": {\n      \"compute\": [\n        {\n          \"aggregation\": \"avg\",\n          \"interval\": \"<string>\",\n          \"metric\": \"<string>\",\n          \"type\": \"total\"\n        },\n        {\n          \"aggregation\": \"pc98\",\n          \"interval\": \"<string>\",\n          \"metric\": \"<string>\",\n          \"type\": \"total\"\n        }\n      ],\n      \"filter\": {\n        \"from\": \"now-15m\",\n        \"query\": \"*\",\n        \"to\": \"now\"\n      },\n      \"group_by\": [\n        {\n          \"facet\": \"<string>\",\n          \"histogram\": {\n            \"interval\": \"<double>\",\n            \"min\": \"<double>\",\n            \"max\": \"<double>\"\n          },\n          \"limit\": 10,\n          \"missing\": \"<string>\",\n          \"sort\": {\n            \"aggregation\": \"count\",\n            \"metric\": \"<string>\",\n            \"order\": \"desc\",\n            \"type\": \"alphabetical\"\n          },\n          \"total\": \"<boolean>\"\n        },\n        {\n          \"facet\": \"<string>\",\n          \"histogram\": {\n            \"interval\": \"<double>\",\n            \"min\": \"<double>\",\n            \"max\": \"<double>\"\n          },\n          \"limit\": 10,\n          \"missing\": \"<string>\",\n          \"sort\": {\n            \"aggregation\": \"pc99\",\n            \"metric\": \"<string>\",\n            \"order\": \"desc\",\n            \"type\": \"alphabetical\"\n          },\n          \"total\": \"<boolean>\"\n        }\n      ],\n      \"options\": {\n        \"timeOffset\": \"<long>\",\n        \"timezone\": \"UTC\"\n      }\n    },\n    \"type\": \"aggregate_request\"\n  }\n}",
          "options": {
            "raw": {
              "headerFamily": "json",
              "language": "json"
            }
          }
        },
        "url": {
          "raw": "{{baseUrl}}/api/v2/spans/analytics/aggregate",
          "host": [
            "{{baseUrl}}"
          ],
          "path": [
            "api",
            "v2",
            "spans",
            "analytics",
            "aggregate"
          ]
        }
      },
      "status": "Forbidden",
      "code": 403,
      "_postman_previewlanguage": "json",
      "header": [
        {
          "key": "Content-Type",
          "value": "application/json"
        }
      ],
      "cookie": [
      ],
      "body": "{\n  \"errors\": [\n    \"<string>\",\n    \"<string>\"\n  ]\n}"
    },
    {
      "name": "Too many requests",
      "originalRequest": {
        "method": "POST",
        "header": [
          {
            "key": "Content-Type",
            "value": "application/json"
          },
          {
            "key": "Accept",
            "value": "application/json"
          },
          {
            "description": "Added as a part of security scheme: apikey",
            "key": "DD-API-KEY",
            "value": "<API Key>"
          }
        ],
        "body": {
          "mode": "raw",
          "raw": "{\n  \"data\": {\n    \"attributes\": {\n      \"compute\": [\n        {\n          \"aggregation\": \"avg\",\n          \"interval\": \"<string>\",\n          \"metric\": \"<string>\",\n          \"type\": \"total\"\n        },\n        {\n          \"aggregation\": \"pc98\",\n          \"interval\": \"<string>\",\n          \"metric\": \"<string>\",\n          \"type\": \"total\"\n        }\n      ],\n      \"filter\": {\n        \"from\": \"now-15m\",\n        \"query\": \"*\",\n        \"to\": \"now\"\n      },\n      \"group_by\": [\n        {\n          \"facet\": \"<string>\",\n          \"histogram\": {\n            \"interval\": \"<double>\",\n            \"min\": \"<double>\",\n            \"max\": \"<double>\"\n          },\n          \"limit\": 10,\n          \"missing\": \"<string>\",\n          \"sort\": {\n            \"aggregation\": \"count\",\n            \"metric\": \"<string>\",\n            \"order\": \"desc\",\n            \"type\": \"alphabetical\"\n          },\n          \"total\": \"<boolean>\"\n        },\n        {\n          \"facet\": \"<string>\",\n          \"histogram\": {\n            \"interval\": \"<double>\",\n            \"min\": \"<double>\",\n            \"max\": \"<double>\"\n          },\n          \"limit\": 10,\n          \"missing\": \"<string>\",\n          \"sort\": {\n            \"aggregation\": \"pc99\",\n            \"metric\": \"<string>\",\n            \"order\": \"desc\",\n            \"type\": \"alphabetical\"\n          },\n          \"total\": \"<boolean>\"\n        }\n      ],\n      \"options\": {\n        \"timeOffset\": \"<long>\",\n        \"timezone\": \"UTC\"\n      }\n    },\n    \"type\": \"aggregate_request\"\n  }\n}",
          "options": {
            "raw": {
              "headerFamily": "json",
              "language": "json"
            }
          }
        },
        "url": {
          "raw": "{{baseUrl}}/api/v2/spans/analytics/aggregate",
          "host": [
            "{{baseUrl}}"
          ],
          "path": [
            "api",
            "v2",
            "spans",
            "analytics",
            "aggregate"
          ]
        }
      },
      "status": "Too Many Requests",
      "code": 429,
      "_postman_previewlanguage": "json",
      "header": [
        {
          "key": "Content-Type",
          "value": "application/json"
        }
      ],
      "cookie": [
      ],
      "body": "{\n  \"errors\": [\n    \"<string>\",\n    \"<string>\"\n  ]\n}"
    }
  ]
}