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Data resample

Use this endpoint to resample data from one or multiple variables in a time range

To resample data from one or multiple variables with a given resample period within a time range, please make a POST request to the following URL:

HTTP MethodURL
POSThttps://industrial.api.ubidots.com/api/v1.6/data/stats/resample/

Headers

The "X-Auth-Token" and "Content-Type" headers are required to your request:

HeaderValueRequired?Description
X-Auth-TokenTokenYesAuthentication Token of account.
Content-Typeapplication/jsonYesThe type of data of the body.

Body

An object containing the following key parameters:

Parameter

Type

Required?

Description

variables

String Array

Yes

An array of variable IDs

aggregation

String

Yes

The aggregation to apply. Possible values are mean, min, max, count, sum.

period

String

Yes

Resampling period. See note below for detailed explanation.

join_dataframes

Boolean

No

true: returns an array. Each element is an array containing the values for the period.
false: {
"h returns an array where each element is separate time-series per variable.

start

Number

No

Initial timestamp in milliseconds POSIX format (inclusive).

end

Number

No

Final timestamp in milliseconds POSIX format (inclusive).

tz

string

No

The timezone in which the timestamps provided in the request are interpreted.

precision

integer

No

The decimal places to be used for data aggregation.

{
  "variables": ["618848b4b09758ded46bafda", ···, "618848b7b31be1cb509c0a3c"],
  "aggregation": "mean",
  "period": "1H",
  "join_dataframes": false,
  "start": 1636321611000,
  "end": 1636321629000,
  "tz" : "America/New_York",
  "precision" : 2
}

📘

Period parameter

Available resample periods are:

  • "nT" : Every n minutes
  • "nH" : Every n hours
  • "nD" : Every n days
  • "W" : Every end of week
  • "M" : Every end of month

📘

Optional parameters

  • If neither start and end are included, the request will use the last 100 values of each variable.
  • If only start is sent, it will include values from that timestamp up until current date.
  • If only end is sent, it will includes values from the beginning of data reception up until that timestamp.
  • If the precision key is not defined, decimal numbers will be displayed according to the calculation.

Query Parameters

You may add optional parameters to the URL of your request:

Parameter

Type

Description

token

String

The token to authenticate the request.
While sending it as a query parameter is supported, we strongly recommend using the X-Auth-Token header

Examples

Get the mean value every 1 hour from multiple variables:
Get the mean value from multiple variables in a 5 hours time range, resampled every 1 hour.

$ curl -X POST 'https://industrial.api.ubidots.com/api/v1.6/data/stats/resample/' \
 -H 'Content-Type: application/json' \
 -H 'X-Auth-Token: oaXBo6ODhIjPsusNRPUGIK4d72bc73' \
 -d '{
  "variables": ["618848b4b09758ded46bafda", "618848b7b31be1cb509c0a3c"],
  "aggregation": "mean",
  "period": "1H",
  "join_dataframes": true,
  "start": 1636304400000,
  "end": 1636322400000,
  "tz" : "America/New_York",
  "precision" : 2
}'
{
  "results": [
    [
      1636322400000,
      null,
      62982.21
    ],
    [
      1636318800000,
      62858.45,
      62939.42
    ],
    [
      1636315200000,
      62413.49,
      62514.59
    ],
    [
      1636311600000,
      62399.02,
      62433.42
    ],
    [
      1636308000000,
      62356.53,
      62445.08
    ],
    [
      1636304400000,
      62190.30,
      62241.89
    ]
  ],
  "columns": [
    "timestamp",
    "618848b4b09758ded46bafda.value.value",
    "618848b7b31be1cb509c0a3c.value.value"
  ]
}
{
  "detail": "JSON parse error - Expecting value: line 4 column 22 (char 121)"
}
{
  "code": 401001,
  "message": "Authentication credentials were not provided."
}

Get the mean value every 1 hour from multiple variables:
Get a separate mean value time-series from multiple variables in a 5 hours time range, resampled every 1 hour.

$ curl -X POST 'https://industrial.api.ubidots.com/api/v1.6/data/stats/aggregation/' \
 -H 'Content-Type: application/json' \
 -H 'X-Auth-Token: oaXBo6ODhIjPsusNRPUGIK4d72bc73' \
 -d '{
  "variables": ["618848b4b09758ded46bafda", "618848b7b31be1cb509c0a3c"],
  "aggregation": "mean",
  "join_dataframes": false,
  "start": 1636304400000,
  "end": 1636322400000,
  "tz" : "America/New_York",
  "precision" : 2
}'
{
  "results": [
    [
      [
        1636318800000,
        62858.45
      ],
      [
        1636315200000,
        62413.49
      ],
      [
        1636311600000,
        62399.02
      ],
      [
        1636308000000,
        62356.53
      ],
      [
        1636304400000,
        62190.30
      ]
    ],
    [
      [
        1636322400000,
        62982.21
      ],
      [
        1636318800000,
        62939.42
      ],
      [
        1636315200000,
        62514.59
      ],
      [
        1636311600000,
        62433.42
      ],
      [
        1636308000000,
        62445.08
      ],
      [
        1636304400000,
        62241.89
      ]
    ]
  ],
  "columns": [
    [
      "timestamp",
      "value.value"
    ],
    [
      "timestamp",
      "value.value"
    ]
  ]
}
{
  "detail": "JSON parse error - Expecting value: line 4 column 22 (char 121)"
}
{
  "code": 401001,
  "message": "Authentication credentials were not provided."
}