Python / Datadog API Collection / Query timeseries data across multiple products
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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": {
# "type": "timeseries_request",
# "attributes": {
# "to": "<long>",
# "from": "<long>",
# "queries": [
# {
# "data_source": "metrics",
# "query": "<string>",
# "name": "<string>"
# },
# {
# "data_source": "metrics",
# "query": "<string>",
# "name": "<string>"
# }
# ],
# "formulas": [
# {
# "formula": "<string>",
# "limit": {
# "count": "<integer>",
# "order": "desc"
# }
# },
# {
# "formula": "<string>",
# "limit": {
# "count": "<integer>",
# "order": "desc"
# }
# }
# ],
# "interval": "<long>"
# }
# }
# }
json = chilkat2.JsonObject()
json.UpdateString("data.type","timeseries_request")
json.UpdateString("data.attributes.to","<long>")
json.UpdateString("data.attributes.from","<long>")
json.UpdateString("data.attributes.queries[0].data_source","metrics")
json.UpdateString("data.attributes.queries[0].query","<string>")
json.UpdateString("data.attributes.queries[0].name","<string>")
json.UpdateString("data.attributes.queries[1].data_source","metrics")
json.UpdateString("data.attributes.queries[1].query","<string>")
json.UpdateString("data.attributes.queries[1].name","<string>")
json.UpdateString("data.attributes.formulas[0].formula","<string>")
json.UpdateString("data.attributes.formulas[0].limit.count","<integer>")
json.UpdateString("data.attributes.formulas[0].limit.order","desc")
json.UpdateString("data.attributes.formulas[1].formula","<string>")
json.UpdateString("data.attributes.formulas[1].limit.count","<integer>")
json.UpdateString("data.attributes.formulas[1].limit.order","desc")
json.UpdateString("data.attributes.interval","<long>")
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/query/timeseries","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": {
# "series": [
# {
# "group_tags": [
# "<string>",
# "<string>"
# ],
# "query_index": "<integer>",
# "unit": [
# {
# "family": "<string>",
# "name": "<string>",
# "plural": "<string>",
# "scale_factor": "<double>",
# "short_name": "<string>"
# },
# {
# "family": "<string>",
# "name": "<string>",
# "plural": "<string>",
# "scale_factor": "<double>",
# "short_name": "<string>"
# }
# ]
# },
# {
# "group_tags": [
# "<string>",
# "<string>"
# ],
# "query_index": "<integer>",
# "unit": [
# {
# "family": "<string>",
# "name": "<string>",
# "plural": "<string>",
# "scale_factor": "<double>",
# "short_name": "<string>"
# },
# {
# "family": "<string>",
# "name": "<string>",
# "plural": "<string>",
# "scale_factor": "<double>",
# "short_name": "<string>"
# }
# ]
# }
# ],
# "times": [
# "<long>",
# "<long>"
# ],
# "values": [
# [
# "<double>",
# "<double>"
# ],
# [
# "<double>",
# "<double>"
# ]
# ]
# },
# "type": "timeseries_response"
# },
# "errors": "<string>"
# }
# Sample code for parsing the JSON response...
# Use this online tool to generate parsing code from sample JSON: Generate JSON Parsing Code
v_Type = jResp.StringOf("data.type")
errors = jResp.StringOf("errors")
i = 0
count_i = jResp.SizeOfArray("data.attributes.series")
while i < count_i :
jResp.I = i
query_index = jResp.StringOf("data.attributes.series[i].query_index")
j = 0
count_j = jResp.SizeOfArray("data.attributes.series[i].group_tags")
while j < count_j :
jResp.J = j
strVal = jResp.StringOf("data.attributes.series[i].group_tags[j]")
j = j + 1
j = 0
count_j = jResp.SizeOfArray("data.attributes.series[i].unit")
while j < count_j :
jResp.J = j
family = jResp.StringOf("data.attributes.series[i].unit[j].family")
name = jResp.StringOf("data.attributes.series[i].unit[j].name")
plural = jResp.StringOf("data.attributes.series[i].unit[j].plural")
scale_factor = jResp.StringOf("data.attributes.series[i].unit[j].scale_factor")
short_name = jResp.StringOf("data.attributes.series[i].unit[j].short_name")
j = j + 1
i = i + 1
i = 0
count_i = jResp.SizeOfArray("data.attributes.times")
while i < count_i :
jResp.I = i
strVal = jResp.StringOf("data.attributes.times[i]")
i = i + 1
i = 0
count_i = jResp.SizeOfArray("data.attributes.values")
while i < count_i :
jResp.I = i
j = 0
count_j = jResp.SizeOfArray("data.attributes.values[i]")
while j < count_j :
jResp.J = j
strVal = jResp.StringOf("data.attributes.values[i][j]")
j = j + 1
i = i + 1
Curl Command
curl -X POST
-H "Content-Type: application/json"
-H "Accept: application/json"
-d '{
"data": {
"type": "timeseries_request",
"attributes": {
"to": "<long>",
"from": "<long>",
"queries": [
{
"data_source": "metrics",
"query": "<string>",
"name": "<string>"
},
{
"data_source": "metrics",
"query": "<string>",
"name": "<string>"
}
],
"formulas": [
{
"formula": "<string>",
"limit": {
"count": "<integer>",
"order": "desc"
}
},
{
"formula": "<string>",
"limit": {
"count": "<integer>",
"order": "desc"
}
}
],
"interval": "<long>"
}
}
}'
https://api.app.ddog-gov.com/api/v2/query/timeseries
Postman Collection Item JSON
{
"name": "Query timeseries data across multiple products",
"request": {
"method": "POST",
"header": [
{
"key": "Content-Type",
"value": "application/json"
},
{
"key": "Accept",
"value": "application/json"
}
],
"body": {
"mode": "raw",
"raw": "{\n \"data\": {\n \"type\": \"timeseries_request\",\n \"attributes\": {\n \"to\": \"<long>\",\n \"from\": \"<long>\",\n \"queries\": [\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n },\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n }\n ],\n \"formulas\": [\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n },\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n }\n ],\n \"interval\": \"<long>\"\n }\n }\n}",
"options": {
"raw": {
"headerFamily": "json",
"language": "json"
}
}
},
"url": {
"raw": "{{baseUrl}}/api/v2/query/timeseries",
"host": [
"{{baseUrl}}"
],
"path": [
"api",
"v2",
"query",
"timeseries"
]
},
"description": "Query timeseries data across various data sources and\nprocess the data by applying formulas and functions."
},
"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 \"type\": \"timeseries_request\",\n \"attributes\": {\n \"to\": \"<long>\",\n \"from\": \"<long>\",\n \"queries\": [\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n },\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n }\n ],\n \"formulas\": [\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n },\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n }\n ],\n \"interval\": \"<long>\"\n }\n }\n}",
"options": {
"raw": {
"headerFamily": "json",
"language": "json"
}
}
},
"url": {
"raw": "{{baseUrl}}/api/v2/query/timeseries",
"host": [
"{{baseUrl}}"
],
"path": [
"api",
"v2",
"query",
"timeseries"
]
}
},
"status": "OK",
"code": 200,
"_postman_previewlanguage": "json",
"header": [
{
"key": "Content-Type",
"value": "application/json"
}
],
"cookie": [
],
"body": "{\n \"data\": {\n \"attributes\": {\n \"series\": [\n {\n \"group_tags\": [\n \"<string>\",\n \"<string>\"\n ],\n \"query_index\": \"<integer>\",\n \"unit\": [\n {\n \"family\": \"<string>\",\n \"name\": \"<string>\",\n \"plural\": \"<string>\",\n \"scale_factor\": \"<double>\",\n \"short_name\": \"<string>\"\n },\n {\n \"family\": \"<string>\",\n \"name\": \"<string>\",\n \"plural\": \"<string>\",\n \"scale_factor\": \"<double>\",\n \"short_name\": \"<string>\"\n }\n ]\n },\n {\n \"group_tags\": [\n \"<string>\",\n \"<string>\"\n ],\n \"query_index\": \"<integer>\",\n \"unit\": [\n {\n \"family\": \"<string>\",\n \"name\": \"<string>\",\n \"plural\": \"<string>\",\n \"scale_factor\": \"<double>\",\n \"short_name\": \"<string>\"\n },\n {\n \"family\": \"<string>\",\n \"name\": \"<string>\",\n \"plural\": \"<string>\",\n \"scale_factor\": \"<double>\",\n \"short_name\": \"<string>\"\n }\n ]\n }\n ],\n \"times\": [\n \"<long>\",\n \"<long>\"\n ],\n \"values\": [\n [\n \"<double>\",\n \"<double>\"\n ],\n [\n \"<double>\",\n \"<double>\"\n ]\n ]\n },\n \"type\": \"timeseries_response\"\n },\n \"errors\": \"<string>\"\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 \"type\": \"timeseries_request\",\n \"attributes\": {\n \"to\": \"<long>\",\n \"from\": \"<long>\",\n \"queries\": [\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n },\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n }\n ],\n \"formulas\": [\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n },\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n }\n ],\n \"interval\": \"<long>\"\n }\n }\n}",
"options": {
"raw": {
"headerFamily": "json",
"language": "json"
}
}
},
"url": {
"raw": "{{baseUrl}}/api/v2/query/timeseries",
"host": [
"{{baseUrl}}"
],
"path": [
"api",
"v2",
"query",
"timeseries"
]
}
},
"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": "Unauthorized",
"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 \"type\": \"timeseries_request\",\n \"attributes\": {\n \"to\": \"<long>\",\n \"from\": \"<long>\",\n \"queries\": [\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n },\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n }\n ],\n \"formulas\": [\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n },\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n }\n ],\n \"interval\": \"<long>\"\n }\n }\n}",
"options": {
"raw": {
"headerFamily": "json",
"language": "json"
}
}
},
"url": {
"raw": "{{baseUrl}}/api/v2/query/timeseries",
"host": [
"{{baseUrl}}"
],
"path": [
"api",
"v2",
"query",
"timeseries"
]
}
},
"status": "Unauthorized",
"code": 401,
"_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 \"type\": \"timeseries_request\",\n \"attributes\": {\n \"to\": \"<long>\",\n \"from\": \"<long>\",\n \"queries\": [\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n },\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n }\n ],\n \"formulas\": [\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n },\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n }\n ],\n \"interval\": \"<long>\"\n }\n }\n}",
"options": {
"raw": {
"headerFamily": "json",
"language": "json"
}
}
},
"url": {
"raw": "{{baseUrl}}/api/v2/query/timeseries",
"host": [
"{{baseUrl}}"
],
"path": [
"api",
"v2",
"query",
"timeseries"
]
}
},
"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 \"type\": \"timeseries_request\",\n \"attributes\": {\n \"to\": \"<long>\",\n \"from\": \"<long>\",\n \"queries\": [\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n },\n {\n \"data_source\": \"metrics\",\n \"query\": \"<string>\",\n \"name\": \"<string>\"\n }\n ],\n \"formulas\": [\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n },\n {\n \"formula\": \"<string>\",\n \"limit\": {\n \"count\": \"<integer>\",\n \"order\": \"desc\"\n }\n }\n ],\n \"interval\": \"<long>\"\n }\n }\n}",
"options": {
"raw": {
"headerFamily": "json",
"language": "json"
}
}
},
"url": {
"raw": "{{baseUrl}}/api/v2/query/timeseries",
"host": [
"{{baseUrl}}"
],
"path": [
"api",
"v2",
"query",
"timeseries"
]
}
},
"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}"
}
]
}
