Content Comparison

...

Code Block

Status 200
 
// return format = 0
{
    "status": "success",
    "data": {
        "calc_mode": "AVG",
        "columns": [
            {"name": "TIME", "type": 5, "length": 4096},
            {"name": "VALUE", "type": 20, "length": 17}
        ],
        "samples": [
            {
                "tag_name": "tag_02",
                "data": [
                    {"TIME": "2021-06-16 11:36:00", "VALUE": 1524.3684},
                    {"TIME": "2021-06-16 11:37:00", "VALUE": 1490.107},
                    {"TIME": "2021-06-17 15:44:00", "VALUE": 1508.5176},
                    {"TIME": "2021-07-06 12:12:00", "VALUE": 1628}
                ]
            },
            {
                "tag_name": "tag_01",
                "data": [
                    {"TIME": "2021-06-16 11:36:00", "VALUE": 1515.4806},
                    {"TIME": "2021-06-16 11:37:00", "VALUE": 1513.4624},
                    {"TIME": "2021-06-17 15:42:00", "VALUE": 1499.0289},
                    {"TIME": "2021-06-17 15:43:00", "VALUE": 1470.2225},
                    {"TIME": "2021-06-17 15:44:00", "VALUE": 1487.0528},
                    {"TIME": "2021-07-06 12:12:00", "VALUE": 1887.5}
                ]
            }
        ]
    }
}
 
// return format = 1
{
    "status": "success",
    "data": {
        "calc_mode": "AVG",
        "columns": [
            {"name": "TIME", "type": 5, "length": 4096},
            {"name": "VALUE", "type": 20, "length": 17}
        ],
        "samples": [
            {
                "tag_name": "tag_02",
                "data": {
                    "TIME": [
                        "2021-06-16 11:36:00",
                        "2021-06-16 11:37:00",
                        "2021-06-17 15:44:00",
                        "2021-07-06 12:12:00"
                    ],
                    "VALUE": [
                        1524.3684,
                        1490.107,
                        1508.5176,
                        1628
                    ]
                }
            },
            {
                "tag_name": "tag_01",
                "data": {
                    "TIME": [
                        "2021-06-16 11:36:00",
                        "2021-06-16 11:37:00",
                        "2021-06-17 15:42:00",
                        "2021-06-17 15:43:00",
                        "2021-06-17 15:44:00",
                        "2021-07-06 12:12:00"
                    ],
                    "VALUE": [
                        1515.4806,
                        1513.4624,
                        1499.0289,
                        1470.2225,
                        1487.0528,
                        1887.5
                    ]
                }
            }
        ]
    }
}

Sample Code

아래 샘플에서 매개변수와 옵션에 따른 다양한 검색 방법을 제시한다.

Expand

title	window(batch)

github

Code Block

chcp 65001 
:: Text Encoding to UTF-8 in CMD
:: Example For Select Calculated Data for tag API by using curl in window script
:: written by yeony kim

set API_KEY=YOUR_API_TOKEN

set CONTENT_HEADER="Content-Type: application/json"
set API_HEADER="x-api-key: %API_KEY%"
set LAKE_ID=YOUR_LAKE_ID
set URL="https://%LAKE_ID%.machlake.com/lakes/values/calculated"

:: ------------------------------------------------------------------------------------------------- ::

:: CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=min
set TAG_NAME=sensor1,sensor2
set CALC_MODE=min
set DATE_FORMAT=YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn
set START_TIME=2021-01-06 17:00:00 000:000:000
set END_TIME=2021-01-06 21:00:00 000:000:000

curl -k -G %URL% -H %CONTENT_HEADER% -H %API_HEADER% --data-urlencode "tag_name=%TAG_NAME%" --data-urlencode "calc_mode=%CALC_MODE%" --data-urlencode "start_time=%START_TIME%" --data-urlencode "end_time=%END_TIME%" --data-urlencode "date_format=%DATE_FORMAT%"

:: Return Format
:: {"data":{"calc_mode":"MIN","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":20,"length":17}],"samples":[{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:04 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:05 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]},{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 17:00:01 000:000:000","VALUE":1.5},{"TIME":"2021-01-06 17:00:02 000:000:000","VALUE":2},{"TIME":"2021-01-06 17:00:03 000:000:000","VALUE":1},{"TIME":"2021-01-06 17:00:04 000:000:000","VALUE":1.5},{"TIME":"2021-01-06 17:00:05 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:04 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:05 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]}]},"status":"success"}

:: ------------------------------------------------------------------------------------------------- ::

:: CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=max and interval_value=3
set TAG_NAME=sensor1,sensor2
set CALC_MODE=max
set DATE_FORMAT=YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn
set START_TIME=2021-01-06 17:00:00 000:000:000
set END_TIME=2021-01-06 21:00:00 000:000:000
set INTERVAL_VALUE=3

curl -k -G %URL% -H %CONTENT_HEADER% -H %API_HEADER% --data-urlencode "tag_name=%TAG_NAME%" --data-urlencode "calc_mode=%CALC_MODE%" --data-urlencode "start_time=%START_TIME%" --data-urlencode "end_time=%END_TIME%" --data-urlencode "date_format=%DATE_FORMAT%" --data-urlencode "interval_value=%INTERVAL_VALUE%"

:: Return Format
:: {"data":{"calc_mode":"MAX","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":20,"length":17}],"samples":[{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 17:00:03 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:03 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]},{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:03 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]}]},"status":"success"}

:: ------------------------------------------------------------------------------------------------- ::

:: CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=min and interval_type=m and interval_value=90
set TAG_NAME=sensor1,sensor2
set CALC_MODE=cnt
set DATE_FORMAT=YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn
set START_TIME=2021-01-06 17:00:00 000:000:000
set END_TIME=2021-01-06 21:00:00 000:000:000
set INTERVAL_TYPE=m
set INTERVAL_VALUE=90

curl -k -G %URL% -H %CONTENT_HEADER% -H %API_HEADER% --data-urlencode "tag_name=%TAG_NAME%" --data-urlencode "calc_mode=%CALC_MODE%" --data-urlencode "start_time=%START_TIME%" --data-urlencode "end_time=%END_TIME%" --data-urlencode "date_format=%DATE_FORMAT%" --data-urlencode "interval_value=%INTERVAL_VALUE%" --data-urlencode "interval_type=%INTERVAL_TYPE%"

:: Return Format
:: {"data":{"calc_mode":"COUNT","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":12,"length":20}],"samples":[{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 16:30:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 19:30:00 000:000:000","VALUE":1}]},{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 16:30:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 19:30:00 000:000:000","VALUE":1}]}]},"status":"success"}

:: ------------------------------------------------------------------------------------------------- ::

Expand

title	linux(shell)

github

Code Block

# Text Encoding to UTF-8 in CMD
# Example For Select Calculated Data for tag API by using curl in ubuntu

LAKE_ID=$YOUR_LAKE_ID
API_KEY=$YOUR_API_KEY
CLOUD_VENDOR=$YOUR_CLOUD_VENDOR
CLOUD_REGION=$YOUR_CLOUD_REGION

CONTENT_HEADER=Content-Type:application/json
API_HEADER=x-api-key:$API_KEY
URL=https://${CLOUD_VENDOR}.${CLOUD_REGION}.machlake.com/lakes/${LAKE_ID}/values/calculated

# ------------------------------------------------------------------------------------------------- #

# CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=min
TAG_NAME=sensor1,sensor2
CALC_MODE=min
DATE_FORMAT="YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn"
START_TIME="2021-01-06 17:00:00 000:000:000"
END_TIME="2021-01-06 21:00:00 000:000:000"

curl -k -G $URL -H $CONTENT_HEADER -H $API_HEADER --data-urlencode "tag_name=$TAG_NAME" --data-urlencode "calc_mode=$CALC_MODE" --data-urlencode "start_time=$START_TIME" --data-urlencode "end_time=$END_TIME" --data-urlencode "date_format=$DATE_FORMAT"

# Return Format
# {"data":{"calc_mode":"MIN","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":20,"length":17}],"samples":[{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:04 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:05 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]},{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 17:00:01 000:000:000","VALUE":1.5},{"TIME":"2021-01-06 17:00:02 000:000:000","VALUE":2},{"TIME":"2021-01-06 17:00:03 000:000:000","VALUE":1},{"TIME":"2021-01-06 17:00:04 000:000:000","VALUE":1.5},{"TIME":"2021-01-06 17:00:05 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:04 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:05 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]}]},"status":"success"}

# ------------------------------------------------------------------------------------------------- #

# CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=max and interval_value=3
TAG_NAME=sensor1,sensor2
CALC_MODE=max
DATE_FORMAT="YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn"
START_TIME="2021-01-06 17:00:00 000:000:000"
END_TIME="2021-01-06 21:00:00 000:000:000"
INTERVAL_VALUE=3

curl -k -G $URL -H $CONTENT_HEADER -H $API_HEADER --data-urlencode "tag_name=$TAG_NAME" --data-urlencode "calc_mode=$CALC_MODE" --data-urlencode "start_time=$START_TIME" --data-urlencode "end_time=$END_TIME" --data-urlencode "date_format=$DATE_FORMAT" --data-urlencode "interval_value=$INTERVAL_VALUE"

# Return Format
# {"data":{"calc_mode":"MAX","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":20,"length":17}],"samples":[{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 17:00:03 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:03 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]},{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:03 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]}]},"status":"success"}

# ------------------------------------------------------------------------------------------------- #

# CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=min and interval_type=m and interval_value=90
TAG_NAME=sensor1,sensor2
CALC_MODE=cnt
DATE_FORMAT="YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn"
START_TIME="2021-01-06 17:00:00 000:000:000"
END_TIME="2021-01-06 21:00:00 000:000:000"
INTERVAL_TYPE=m
INTERVAL_VALUE=90

curl -k -G $URL -H $CONTENT_HEADER -H $API_HEADER --data-urlencode "tag_name=$TAG_NAME" --data-urlencode "calc_mode=$CALC_MODE" --data-urlencode "start_time=$START_TIME" --data-urlencode "end_time=$END_TIME" --data-urlencode "date_format=$DATE_FORMAT" --data-urlencode "interval_value=$INTERVAL_VALUE" --data-urlencode "interval_type=$INTERVAL_TYPE"

# Return Format
# {"data":{"calc_mode":"COUNT","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":12,"length":20}],"samples":[{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 16:30:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 19:30:00 000:000:000","VALUE":1}]},{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 16:30:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 19:30:00 000:000:000","VALUE":1}]}]},"status":"success"}

# ------------------------------------------------------------------------------------------------- #

Expand

title	javascript

github

Code Block

// Example For Select Calculated Data for tag API by using request in node js
// written by yeony kim
// sensor1, sensor2 is applied in lake

// process.env.NODE_TLS_REJECT_UNAUTHORIZED ="0";

const API_KEY ="YOUR_API_TOKEN";
const LAKE_ID ="YOUR_LAKE_ID";
const CLOUD_VENDOR="CLOUD_VENDOR";
const CLOUD_REGION="CLOUD_REGION";
const TAG_NAME = "YOUR_TAG";
const URL =  `https://${CLOUD_VENDOR}.${CLOUD_REGION}.machlake.com/lakes/${LAKE_ID}/values/calculated`;

var request = require('request');

// CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=min
request.get({
    url: URL, 
    qs: {
        'tag_name': TAG_NAME,
        'calc_mode': 'min',
        'date_format': 'YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn',
        'start_time': '2021-01-06 17:00:00 000:000:000',
        'end_time': '2021-01-06 21:00:00 000:000:000'
    },
    headers: {
        'x-api-key': API_KEY
    }}, 
    function(error, response, body) {
        // {"data":{"calc_mode":"MIN","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":20,"length":17}],"samples":[{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:04 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:05 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]},{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 17:00:01 000:000:000","VALUE":1.5},{"TIME":"2021-01-06 17:00:02 000:000:000","VALUE":2},{"TIME":"2021-01-06 17:00:03 000:000:000","VALUE":1},{"TIME":"2021-01-06 17:00:04 000:000:000","VALUE":1.5},{"TIME":"2021-01-06 17:00:05 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:04 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:05 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]}]},"status":"success"}
        console.log(body)
    })


// CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=max and interval_value=3
request.get({
    url: URL, 
    qs: {
        tag_name: TAG_NAME,
        calc_mode: 'max',
        date_format: 'YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn',
        start_time: '2021-01-06 17:00:00 000:000:000',
        end_time: '2021-01-06 21:00:00 000:000:000',
        interval_value: 3
    },
    headers: {
        'x-api-key': API_KEY
    }}, 
    function(error, response, body) {
        // {"data":{"calc_mode":"MAX","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":20,"length":17}],"samples":[{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 17:00:03 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:03 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]},{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:03 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]}]},"status":"success"}
        console.log(body)
    })


// CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=min and interval_type=m and interval_value=90
request.get({
    url: URL, 
    qs: {
        tag_name: TAG_NAME,
        calc_mode: 'max',
        date_format: 'YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn',
        start_time: '2021-01-06 17:00:00 000:000:000',
        end_time: '2021-01-06 21:00:00 000:000:000',
        interval_type: 'm',
        interval_value: 90
    },
    headers: {
        'x-api-key': API_KEY
    }}, 
    function(error, response, body) {
        // {"data":{"calc_mode":"MAX","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":20,"length":17}],"samples":[{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 16:30:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 19:30:00 000:000:000","VALUE":2.5}]},{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 16:30:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 19:30:00 000:000:000","VALUE":2.5}]}]},"status":"success"}
        console.log(body)
    })

Expand

title	python

github

Code Block

"""
Example For Select Calculated Data for tag API by using request in python
written by yeony kim
sensor1, sensor2 is applied in lake
"""

import requests

API_KEY = "YOUR_API_TOKEN"
LAKE_ID = "YOUR_LAKE_ID"
CLOUD_VENDOR="CLOUD_VENDOR"
CLOUD_REGION="CLOUD_REGION"

URL = f"https://{CLOUD_VENDOR}.{CLOUD_REGION}.machlake.com/lakes/{LAKE_ID}/values/calculated"

headers = {
    'Content-Type': 'application/json',
    'x-api-key': API_KEY
}

# CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=min

params = {
    'tag_name': 'sensor1,sensor2',
    'calc_mode': 'min',
    'date_format': 'YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn',
    'start_time': '2021-01-06 17:00:00 000:000:000',
    'end_time': '2021-01-06 21:00:00 000:000:000'
}

response = requests.get(URL, headers=headers,  params=params, verify=False)
print(response.content.decode('utf-8'))  # {"data":{"calc_mode":"MIN","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":20,"length":17}],"samples":[{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 17:00:01 000:000:000","VALUE":1.5},{"TIME":"2021-01-06 17:00:02 000:000:000","VALUE":2},{"TIME":"2021-01-06 17:00:03 000:000:000","VALUE":1},{"TIME":"2021-01-06 17:00:04 000:000:000","VALUE":1.5},{"TIME":"2021-01-06 17:00:05 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:04 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:05 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]},{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":1},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:04 000:000:000","VALUE":2},{"TIME":"2021-01-06 20:00:05 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]}]},"status":"success"}


# CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=max and interval_value=3

params = {
    'tag_name': 'sensor1,sensor2',
    'calc_mode': 'max',
    'date_format': 'YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn',
    'start_time': '2021-01-06 17:00:00 000:000:000',
    'end_time': '2021-01-06 21:00:00 000:000:000',
    'interval_value': 3
}

response = requests.get(URL, headers=headers,  params=params, verify=False)
print(response.content.decode('utf-8'))  # {"data":{"calc_mode":"MAX","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":20,"length":17}],"samples":[{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 17:00:03 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:03 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]},{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 17:00:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:03 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 20:00:06 000:000:000","VALUE":2}]}]},"status":"success"}


# CASE - Calculated DATA GET with date format YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn with calc_mode=min and interval_type=m and interval_value=90

params = {
    'tag_name': 'sensor1,sensor2',
    'calc_mode': 'max',
    'date_format': 'YYYY-MM-DD HH24:MI:SS mmm:uuu:nnn',
    'start_time': '2021-01-06 17:00:00 000:000:000',
    'end_time': '2021-01-06 21:00:00 000:000:000',
    'interval_type': 'm',
    'interval_value': 90
}

response = requests.get(URL, headers=headers,  params=params, verify=False)
print(response.content.decode('utf-8'))  # {"data":{"calc_mode":"MAX","columns":[{"name":"TIME","type":5,"length":4096},{"name":"VALUE","type":20,"length":17}],"samples":[{"tag_name":"sensor2","data":[{"TIME":"2021-01-06 16:30:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 19:30:00 000:000:000","VALUE":2.5}]},{"tag_name":"sensor1","data":[{"TIME":"2021-01-06 16:30:00 000:000:000","VALUE":2},{"TIME":"2021-01-06 18:00:00 000:000:000","VALUE":2.5},{"TIME":"2021-01-06 19:30:00 000:000:000","VALUE":2.5}]}]},"status":"success"}

Version	Old Version 4	New Version 5
Changes made by	Grey Shim	Grey Shim
Saved on	Aug 11, 2022	Aug 26, 2022

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