Create get_telemetry.ipynb

This commit is contained in:
Nico Melone
2022-05-19 22:11:40 -05:00
parent 3cc291a179
commit 23069ff5f1

561
get_telemetry.ipynb Normal file
View File

@@ -0,0 +1,561 @@
{
"cells": [
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"import requests\n",
"import json"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [],
"source": [
"headers = {\"Content-Type\": \"application/json\", \"Accept\": \"application/json\"}\n",
"data = '{\"username\":\"nmelone@henry-pump.com\",\"password\":\"gzU6$26v42mU%3jDzTJf\"}'\n",
"url_base = \"https://hp.henrypump.cloud/api/\"\n",
"response = requests.post(url_base + 'auth/login', headers=headers,data=data)\n",
"token = json.loads(response.content.decode(\"UTF-8\"))\n",
"headers[\"X-Authorization\"] = \"Bearer \" + token['token']"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [],
"source": [
"#Get Customers\n",
"customers = requests.get(url_base + \"customers?page=0&pageSize=10\", headers=headers)\n",
"customers = json.loads(customers.content.decode(\"UTF-8\"))"
]
},
{
"cell_type": "code",
"execution_count": 59,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{\n",
" \"data\": [\n",
" {\n",
" \"id\": {\n",
" \"entityType\": \"DEVICE\",\n",
" \"id\": \"06b6a450-aadd-11ec-8eb3-41740343dd9f\"\n",
" },\n",
" \"createdTime\": 1648062681877,\n",
" \"additionalInfo\": {\n",
" \"gateway\": false,\n",
" \"overwriteActivityTime\": false,\n",
" \"description\": \"\"\n",
" },\n",
" \"tenantId\": {\n",
" \"entityType\": \"TENANT\",\n",
" \"id\": \"a610ad00-52e2-11ec-89c2-2f343e6c262d\"\n",
" },\n",
" \"customerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" },\n",
" \"name\": \"BV-602\",\n",
" \"type\": \"advvfdipp\",\n",
" \"label\": \"BV-602\",\n",
" \"deviceProfileId\": {\n",
" \"entityType\": \"DEVICE_PROFILE\",\n",
" \"id\": \"4ea52d70-a0b7-11ec-8e7b-f34df8141ace\"\n",
" },\n",
" \"deviceData\": {\n",
" \"configuration\": {\n",
" \"type\": \"DEFAULT\"\n",
" },\n",
" \"transportConfiguration\": {\n",
" \"type\": \"DEFAULT\"\n",
" }\n",
" },\n",
" \"firmwareId\": null,\n",
" \"softwareId\": null,\n",
" \"ownerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" }\n",
" },\n",
" {\n",
" \"id\": {\n",
" \"entityType\": \"DEVICE\",\n",
" \"id\": \"0731e280-d163-11ec-9d28-f57ea5aee126\"\n",
" },\n",
" \"createdTime\": 1652298379432,\n",
" \"additionalInfo\": {\n",
" \"gateway\": false,\n",
" \"overwriteActivityTime\": false,\n",
" \"description\": \"\"\n",
" },\n",
" \"tenantId\": {\n",
" \"entityType\": \"TENANT\",\n",
" \"id\": \"a610ad00-52e2-11ec-89c2-2f343e6c262d\"\n",
" },\n",
" \"customerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" },\n",
" \"name\": \"BZ-201\",\n",
" \"type\": \"advvfdipp\",\n",
" \"label\": \"BZ-201\",\n",
" \"deviceProfileId\": {\n",
" \"entityType\": \"DEVICE_PROFILE\",\n",
" \"id\": \"4ea52d70-a0b7-11ec-8e7b-f34df8141ace\"\n",
" },\n",
" \"deviceData\": {\n",
" \"configuration\": {\n",
" \"type\": \"DEFAULT\"\n",
" },\n",
" \"transportConfiguration\": {\n",
" \"type\": \"DEFAULT\"\n",
" }\n",
" },\n",
" \"firmwareId\": null,\n",
" \"softwareId\": null,\n",
" \"ownerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" }\n",
" },\n",
" {\n",
" \"id\": {\n",
" \"entityType\": \"DEVICE\",\n",
" \"id\": \"16af78d0-ccb8-11ec-b0e8-ff45c37940c6\"\n",
" },\n",
" \"createdTime\": 1651785156829,\n",
" \"additionalInfo\": {\n",
" \"gateway\": false,\n",
" \"overwriteActivityTime\": false,\n",
" \"description\": \"\"\n",
" },\n",
" \"tenantId\": {\n",
" \"entityType\": \"TENANT\",\n",
" \"id\": \"a610ad00-52e2-11ec-89c2-2f343e6c262d\"\n",
" },\n",
" \"customerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" },\n",
" \"name\": \"BW-72\",\n",
" \"type\": \"advvfdipp\",\n",
" \"label\": \"BW-72\",\n",
" \"deviceProfileId\": {\n",
" \"entityType\": \"DEVICE_PROFILE\",\n",
" \"id\": \"4ea52d70-a0b7-11ec-8e7b-f34df8141ace\"\n",
" },\n",
" \"deviceData\": {\n",
" \"configuration\": {\n",
" \"type\": \"DEFAULT\"\n",
" },\n",
" \"transportConfiguration\": {\n",
" \"type\": \"DEFAULT\"\n",
" }\n",
" },\n",
" \"firmwareId\": null,\n",
" \"softwareId\": null,\n",
" \"ownerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" }\n",
" },\n",
" {\n",
" \"id\": {\n",
" \"entityType\": \"DEVICE\",\n",
" \"id\": \"4ac91370-cca3-11ec-9cdb-5b8ff28e4445\"\n",
" },\n",
" \"createdTime\": 1651776224807,\n",
" \"additionalInfo\": {\n",
" \"gateway\": false,\n",
" \"overwriteActivityTime\": false,\n",
" \"description\": \"\"\n",
" },\n",
" \"tenantId\": {\n",
" \"entityType\": \"TENANT\",\n",
" \"id\": \"a610ad00-52e2-11ec-89c2-2f343e6c262d\"\n",
" },\n",
" \"customerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" },\n",
" \"name\": \"BX-101\",\n",
" \"type\": \"advvfdipp\",\n",
" \"label\": \"BX-101\",\n",
" \"deviceProfileId\": {\n",
" \"entityType\": \"DEVICE_PROFILE\",\n",
" \"id\": \"4ea52d70-a0b7-11ec-8e7b-f34df8141ace\"\n",
" },\n",
" \"deviceData\": {\n",
" \"configuration\": {\n",
" \"type\": \"DEFAULT\"\n",
" },\n",
" \"transportConfiguration\": {\n",
" \"type\": \"DEFAULT\"\n",
" }\n",
" },\n",
" \"firmwareId\": null,\n",
" \"softwareId\": null,\n",
" \"ownerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" }\n",
" },\n",
" {\n",
" \"id\": {\n",
" \"entityType\": \"DEVICE\",\n",
" \"id\": \"9a37c410-d144-11ec-a502-79978f9d7342\"\n",
" },\n",
" \"createdTime\": 1652285311697,\n",
" \"additionalInfo\": {\n",
" \"gateway\": false,\n",
" \"overwriteActivityTime\": false,\n",
" \"description\": \"\"\n",
" },\n",
" \"tenantId\": {\n",
" \"entityType\": \"TENANT\",\n",
" \"id\": \"a610ad00-52e2-11ec-89c2-2f343e6c262d\"\n",
" },\n",
" \"customerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" },\n",
" \"name\": \"BW-041\",\n",
" \"type\": \"advvfdipp\",\n",
" \"label\": \"BW-041\",\n",
" \"deviceProfileId\": {\n",
" \"entityType\": \"DEVICE_PROFILE\",\n",
" \"id\": \"4ea52d70-a0b7-11ec-8e7b-f34df8141ace\"\n",
" },\n",
" \"deviceData\": {\n",
" \"configuration\": {\n",
" \"type\": \"DEFAULT\"\n",
" },\n",
" \"transportConfiguration\": {\n",
" \"type\": \"DEFAULT\"\n",
" }\n",
" },\n",
" \"firmwareId\": null,\n",
" \"softwareId\": null,\n",
" \"ownerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" }\n",
" },\n",
" {\n",
" \"id\": {\n",
" \"entityType\": \"DEVICE\",\n",
" \"id\": \"c50ec0b0-d150-11ec-9a8d-d3ef2e0c0a7d\"\n",
" },\n",
" \"createdTime\": 1652290537531,\n",
" \"additionalInfo\": {\n",
" \"gateway\": false,\n",
" \"overwriteActivityTime\": false,\n",
" \"description\": \"\"\n",
" },\n",
" \"tenantId\": {\n",
" \"entityType\": \"TENANT\",\n",
" \"id\": \"a610ad00-52e2-11ec-89c2-2f343e6c262d\"\n",
" },\n",
" \"customerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" },\n",
" \"name\": \"S-601\",\n",
" \"type\": \"advvfdipp\",\n",
" \"label\": \"S-601\",\n",
" \"deviceProfileId\": {\n",
" \"entityType\": \"DEVICE_PROFILE\",\n",
" \"id\": \"4ea52d70-a0b7-11ec-8e7b-f34df8141ace\"\n",
" },\n",
" \"deviceData\": {\n",
" \"configuration\": {\n",
" \"type\": \"DEFAULT\"\n",
" },\n",
" \"transportConfiguration\": {\n",
" \"type\": \"DEFAULT\"\n",
" }\n",
" },\n",
" \"firmwareId\": null,\n",
" \"softwareId\": null,\n",
" \"ownerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" }\n",
" },\n",
" {\n",
" \"id\": {\n",
" \"entityType\": \"DEVICE\",\n",
" \"id\": \"d8433890-d147-11ec-8e7b-4d9a3bf70f9d\"\n",
" },\n",
" \"createdTime\": 1652286704281,\n",
" \"additionalInfo\": {\n",
" \"gateway\": false,\n",
" \"overwriteActivityTime\": false,\n",
" \"description\": \"\"\n",
" },\n",
" \"tenantId\": {\n",
" \"entityType\": \"TENANT\",\n",
" \"id\": \"a610ad00-52e2-11ec-89c2-2f343e6c262d\"\n",
" },\n",
" \"customerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" },\n",
" \"name\": \"BY-501\",\n",
" \"type\": \"advvfdipp\",\n",
" \"label\": \"BY-501\",\n",
" \"deviceProfileId\": {\n",
" \"entityType\": \"DEVICE_PROFILE\",\n",
" \"id\": \"4ea52d70-a0b7-11ec-8e7b-f34df8141ace\"\n",
" },\n",
" \"deviceData\": {\n",
" \"configuration\": {\n",
" \"type\": \"DEFAULT\"\n",
" },\n",
" \"transportConfiguration\": {\n",
" \"type\": \"DEFAULT\"\n",
" }\n",
" },\n",
" \"firmwareId\": null,\n",
" \"softwareId\": null,\n",
" \"ownerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" }\n",
" },\n",
" {\n",
" \"id\": {\n",
" \"entityType\": \"DEVICE\",\n",
" \"id\": \"e9b87630-aadc-11ec-8eb3-41740343dd9f\"\n",
" },\n",
" \"createdTime\": 1648062633235,\n",
" \"additionalInfo\": {\n",
" \"gateway\": false,\n",
" \"overwriteActivityTime\": false,\n",
" \"description\": \"\"\n",
" },\n",
" \"tenantId\": {\n",
" \"entityType\": \"TENANT\",\n",
" \"id\": \"a610ad00-52e2-11ec-89c2-2f343e6c262d\"\n",
" },\n",
" \"customerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" },\n",
" \"name\": \"BP-601\",\n",
" \"type\": \"advvfdipp\",\n",
" \"label\": \"BP-601\",\n",
" \"deviceProfileId\": {\n",
" \"entityType\": \"DEVICE_PROFILE\",\n",
" \"id\": \"4ea52d70-a0b7-11ec-8e7b-f34df8141ace\"\n",
" },\n",
" \"deviceData\": {\n",
" \"configuration\": {\n",
" \"type\": \"DEFAULT\"\n",
" },\n",
" \"transportConfiguration\": {\n",
" \"type\": \"DEFAULT\"\n",
" }\n",
" },\n",
" \"firmwareId\": null,\n",
" \"softwareId\": null,\n",
" \"ownerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" }\n",
" },\n",
" {\n",
" \"id\": {\n",
" \"entityType\": \"DEVICE\",\n",
" \"id\": \"ed19b7e0-d213-11ec-8c76-ad8278896f52\"\n",
" },\n",
" \"createdTime\": 1652374356574,\n",
" \"additionalInfo\": {\n",
" \"gateway\": false,\n",
" \"overwriteActivityTime\": false,\n",
" \"description\": \"\"\n",
" },\n",
" \"tenantId\": {\n",
" \"entityType\": \"TENANT\",\n",
" \"id\": \"a610ad00-52e2-11ec-89c2-2f343e6c262d\"\n",
" },\n",
" \"customerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" },\n",
" \"name\": \"CF-501\",\n",
" \"type\": \"advvfdipp\",\n",
" \"label\": \"CF-501\",\n",
" \"deviceProfileId\": {\n",
" \"entityType\": \"DEVICE_PROFILE\",\n",
" \"id\": \"4ea52d70-a0b7-11ec-8e7b-f34df8141ace\"\n",
" },\n",
" \"deviceData\": {\n",
" \"configuration\": {\n",
" \"type\": \"DEFAULT\"\n",
" },\n",
" \"transportConfiguration\": {\n",
" \"type\": \"DEFAULT\"\n",
" }\n",
" },\n",
" \"firmwareId\": null,\n",
" \"softwareId\": null,\n",
" \"ownerId\": {\n",
" \"entityType\": \"CUSTOMER\",\n",
" \"id\": \"4b856c50-a0b6-11ec-a588-ad8278896f52\"\n",
" }\n",
" }\n",
" ],\n",
" \"totalPages\": 1,\n",
" \"totalElements\": 9,\n",
" \"hasNext\": false\n",
"}\n"
]
}
],
"source": [
"#Get Devices\n",
"for customer in customers['data']:\n",
" if customer[\"name\"] == \"Faskens\":\n",
" cid = customer[\"id\"][\"id\"]\n",
"devices = requests.get(url_base + f\"customer/{cid}/devices?page=0&pageSize=10\", headers=headers)\n",
"devices = json.loads(devices.content.decode(\"UTF-8\"))\n",
"print(json.dumps(devices,indent=4))"
]
},
{
"cell_type": "code",
"execution_count": 60,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[\n",
" \"flowrate\",\n",
" \"hartrevtotal\",\n",
" \"hartfwdtotal\",\n",
" \"hartnettotal\",\n",
" \"maxvfdfrequency\",\n",
" \"minvfdfrequency\",\n",
" \"controllerfault_program\",\n",
" \"controllerfault_io\",\n",
" \"vfd_fault\",\n",
" \"last_vfd_fault_code\",\n",
" \"sensorheight\",\n",
" \"temperaturestartuplimit\",\n",
" \"temperatureshutdownlimit\",\n",
" \"pressurestartuplimit\",\n",
" \"pressureshutdownlimit\",\n",
" \"alarmfluidlevel\",\n",
" \"tubingpressuresetpoint\",\n",
" \"manualfrequencysetpoint\",\n",
" \"fluidlevelsetpoint\",\n",
" \"flowsetpoint\",\n",
" \"stopcommand\",\n",
" \"startcommand\",\n",
" \"startpermissive\",\n",
" \"runpermissive\",\n",
" \"alarmlockout\",\n",
" \"alarmvfd\",\n",
" \"alarmtubingpressure\",\n",
" \"alarmintaketemperature\",\n",
" \"alarmintakepressure\",\n",
" \"alarmflowrate\",\n",
" \"energytotalyesterday\",\n",
" \"flowtotalyesterday\",\n",
" \"fluidspecificgravity\",\n",
" \"downholesensorstatus\",\n",
" \"vfdcurrent\",\n",
" \"energytotal\",\n",
" \"flowtotal\",\n",
" \"vfdfrequency\",\n",
" \"wellstatus\",\n",
" \"pidcontrolmode\",\n",
" \"tubingpressure\",\n",
" \"intaketemperature\",\n",
" \"intakepressure\",\n",
" \"fluidlevel\",\n",
" \"wellstatus_int\",\n",
" \"vfd_fault_int\",\n",
" \"last_vfd_fault_code_int\",\n",
" \"alarmfluidlevel_int\",\n",
" \"startpermissive_int\",\n",
" \"runpermissive_int\",\n",
" \"alarmlockout_int\",\n",
" \"alarmvfd_int\",\n",
" \"alarmtubingpressure_int\",\n",
" \"alarmintaketemperature_int\",\n",
" \"alarmintakepressure_int\",\n",
" \"alarmflowrate_int\",\n",
" \"downholesensorstatus_int\",\n",
" \"pidcontrolmode_int\",\n",
" \"resetalarms\",\n",
" \"flowrate_gpm\",\n",
" \"flowmeter_fault\",\n",
" \"flowmeter_fault_int\",\n",
" \"RuleNodeState_6e98a3f0-d6b3-11ec-b5bf-ff45c37940c6\",\n",
" \"sumFlowRate\"\n",
"]\n"
]
}
],
"source": [
"#Get Keys\n",
"for device in devices['data']:\n",
" if device[\"name\"] == \"BV-602\":\n",
" did = device['id']['id']\n",
" eType = device['id']['entityType']\n",
"keys = requests.get(url_base + f\"plugins/telemetry/{eType}/{did}/keys/timeseries\", headers=headers)\n",
"keys = json.loads(keys.content.decode(\"UTF-8\"))\n",
"\n",
"print(json.dumps(keys,indent=4))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"#Get Telemetry"
]
}
],
"metadata": {
"interpreter": {
"hash": "22238595996e71d7b27448e64f75d285aa95d1182295fdd30f75905446cf0091"
},
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"display_name": "Python 3.9.12 ('webkit')",
"language": "python",
"name": "python3"
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"language_info": {
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"name": "ipython",
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"file_extension": ".py",
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