added flowmeterskid and started reports

.gitignore

@@ -0,0 +1,3 @@
+
+.DS_Store
+tb_report/frontend/node_modules/**

meshifyDrivers/flowmeterskid/Channel.py

@@ -0,0 +1,299 @@
+"""Define Meshify channel class."""
+import time
+from pycomm.ab_comm.clx import Driver as ClxDriver
+from pycomm.cip.cip_base import CommError, DataError
+from file_logger import filelogger as log
+import minimalmodbus
+
+minimalmodbus.BAUDRATE = 9600
+minimalmodbus.STOPBITS = 1
+
+
+TAG_DATAERROR_SLEEPTIME = 5
+
+def binarray(intval):
+    """Split an integer into its bits."""
+    bin_string = '{0:08b}'.format(intval)
+    bin_arr = [i for i in bin_string]
+    bin_arr.reverse()
+    return bin_arr
+
+
+def read_tag(addr, tag, plc_type="CLX"):
+    """Read a tag from the PLC."""
+    direct = plc_type == "Micro800"
+    clx = ClxDriver()
+    try:
+        if clx.open(addr, direct_connection=direct):
+            try:
+                val = clx.read_tag(tag)
+                clx.close()
+                return val
+            except DataError as err:
+                clx.close()
+                time.sleep(TAG_DATAERROR_SLEEPTIME)
+                log.error("Data Error during readTag({}, {}): {}".format(addr, tag, err))
+    except CommError:
+        # err = c.get_status()
+        
+        log.error("Could not connect during readTag({}, {})".format(addr, tag))
+    except AttributeError as err:
+        clx.close()
+        log.error("AttributeError during readTag({}, {}): \n{}".format(addr, tag, err))
+    clx.close()
+    return False
+
+
+def read_array(addr, tag, start, end, plc_type="CLX"):
+    """Read an array from the PLC."""
+    direct = plc_type == "Micro800"
+    clx = ClxDriver()
+    if clx.open(addr, direct_connection=direct):
+        arr_vals = []
+        try:
+            for i in range(start, end):
+                tag_w_index = tag + "[{}]".format(i)
+                val = clx.read_tag(tag_w_index)
+                arr_vals.append(round(val[0], 4))
+            if arr_vals:
+                clx.close()
+                return arr_vals
+            else:
+                log.error("No length for {}".format(addr))
+                clx.close()
+                return False
+        except Exception:
+            log.error("Error during readArray({}, {}, {}, {})".format(addr, tag, start, end))
+            err = clx.get_status()
+            clx.close()
+            log.error(err)
+        clx.close()
+
+
+def write_tag(addr, tag, val, plc_type="CLX"):
+    """Write a tag value to the PLC."""
+    direct = plc_type == "Micro800"
+    clx = ClxDriver()
+    try:
+        if clx.open(addr, direct_connection=direct):
+            try:
+                initial_val = clx.read_tag(tag)
+                write_status = clx.write_tag(tag, val, initial_val[1])
+                clx.close()
+                return write_status
+            except DataError as err:
+                clx_err = clx.get_status()
+                clx.close()
+                log.error("--\nDataError during writeTag({}, {}, {}, plc_type={}) -- {}\n{}\n".format(addr, tag, val, plc_type, err, clx_err))
+
+    except CommError as err:
+        clx_err = clx.get_status()
+        log.error("--\nCommError during write_tag({}, {}, {}, plc_type={})\n{}\n--".format(addr, tag, val, plc_type, err))
+        clx.close()
+    return False
+
+
+class Channel(object):
+    """Holds the configuration for a Meshify channel."""
+
+    def __init__(self, mesh_name, data_type, chg_threshold, guarantee_sec, map_=False, write_enabled=False):
+        """Initialize the channel."""
+        self.mesh_name = mesh_name
+        self.data_type = data_type
+        self.last_value = None
+        self.value = None
+        self.last_send_time = 0
+        self.chg_threshold = chg_threshold
+        self.guarantee_sec = guarantee_sec
+        self.map_ = map_
+        self.write_enabled = write_enabled
+
+    def __str__(self):
+        """Create a string for the channel."""
+        return "{}\nvalue: {},  last_send_time: {}".format(self.mesh_name, self.value, self.last_send_time)
+
+    def check(self, new_value, force_send=False):
+        """Check to see if the new_value needs to be stored."""
+        send_needed = False
+        send_reason = ""
+        if self.data_type == 'BOOL' or self.data_type == 'STRING':
+            if self.last_send_time == 0:
+                send_needed = True
+                send_reason = "no send time"
+            elif self.value is None:
+                send_needed = True
+                send_reason = "no value"
+            elif self.value != new_value:
+                if self.map_:
+                    if not self.value == self.map_[new_value]:
+                        send_needed = True
+                        send_reason = "value change"
+                else:
+                    send_needed = True
+                    send_reason = "value change"
+            elif (time.time() - self.last_send_time) > self.guarantee_sec:
+                send_needed = True
+                send_reason = "guarantee sec"
+            elif force_send:
+                send_needed = True
+                send_reason = "forced"
+        else:
+            if self.last_send_time == 0:
+                send_needed = True
+                send_reason = "no send time"
+            elif self.value is None:
+                send_needed = True
+                send_reason = "no value"
+            elif abs(self.value - new_value) > self.chg_threshold:
+                send_needed = True
+                send_reason = "change threshold"
+            elif (time.time() - self.last_send_time) > self.guarantee_sec:
+                send_needed = True
+                send_reason = "guarantee sec"
+            elif force_send:
+                send_needed = True
+                send_reason = "forced"
+        if send_needed:
+            self.last_value = self.value
+            if self.map_:
+                try:
+                    self.value = self.map_[new_value]
+                except KeyError:
+                    log.error("Cannot find a map value for {} in {} for {}".format(new_value, self.map_, self.mesh_name))
+                    self.value = new_value
+            else:
+                self.value = new_value
+            self.last_send_time = time.time()
+            log.info("Sending {} for {} - {}".format(self.value, self.mesh_name, send_reason))
+        return send_needed
+
+    def read(self):
+        """Read the value."""
+        pass
+
+def identity(sent):
+    """Return exactly what was sent to it."""
+    return sent
+
+
+class ModbusChannel(Channel):
+    """Modbus channel object."""
+
+    def __init__(self, mesh_name, register_number, data_type, chg_threshold, guarantee_sec, channel_size=1, map_=False, write_enabled=False, transform_fn=identity):
+        """Initialize the channel."""
+        super(ModbusChannel, self).__init__(mesh_name, data_type, chg_threshold, guarantee_sec, map_, write_enabled)
+        self.mesh_name = mesh_name
+        self.register_number = register_number
+        self.channel_size = channel_size
+        self.data_type = data_type
+        self.last_value = None
+        self.value = None
+        self.last_send_time = 0
+        self.chg_threshold = chg_threshold
+        self.guarantee_sec = guarantee_sec
+        self.map_ = map_
+        self.write_enabled = write_enabled
+        self.transform_fn = transform_fn
+
+    def read(self, mbsvalue):
+        """Return the transformed read value."""
+        return self.transform_fn(mbsvalue)
+
+
+class PLCChannel(Channel):
+    """PLC Channel Object."""
+
+    def __init__(self, ip, mesh_name, plc_tag, data_type, chg_threshold, guarantee_sec, map_=False, write_enabled=False, plc_type='CLX'):
+        """Initialize the channel."""
+        super(PLCChannel, self).__init__(mesh_name, data_type, chg_threshold, guarantee_sec, map_, write_enabled)
+        self.plc_ip = ip
+        self.mesh_name = mesh_name
+        self.plc_tag = plc_tag
+        self.data_type = data_type
+        self.last_value = None
+        self.value = None
+        self.last_send_time = 0
+        self.chg_threshold = chg_threshold
+        self.guarantee_sec = guarantee_sec
+        self.map_ = map_
+        self.write_enabled = write_enabled
+        self.plc_type = plc_type
+
+    def read(self):
+        """Read the value."""
+        plc_value = None
+        if self.plc_tag and self.plc_ip:
+            read_value = read_tag(self.plc_ip, self.plc_tag, plc_type=self.plc_type)
+            if read_value:
+                plc_value = read_value[0]
+
+        return plc_value
+
+
+class BoolArrayChannels(Channel):
+    """Hold the configuration for a set of boolean array channels."""
+
+    def __init__(self, ip, mesh_name, plc_tag, data_type, chg_threshold, guarantee_sec, map_=False, write_enabled=False):
+        """Initialize the channel."""
+        super(BoolArrayChannels, self).__init__(mesh_name, data_type, chg_threshold, guarantee_sec, map_, write_enabled)
+        self.plc_ip = ip
+        self.mesh_name = mesh_name
+        self.plc_tag = plc_tag
+        self.data_type = data_type
+        self.last_value = None
+        self.value = None
+        self.last_send_time = 0
+        self.chg_threshold = chg_threshold
+        self.guarantee_sec = guarantee_sec
+        self.map_ = map_
+        self.write_enabled = write_enabled
+
+    def compare_values(self, new_val_dict):
+        """Compare new values to old values to see if the values need storing."""
+        send = False
+        for idx in new_val_dict:
+            try:
+                if new_val_dict[idx] != self.last_value[idx]:
+                    send = True
+            except KeyError:
+                log.error("Key Error in self.compare_values for index {}".format(idx))
+                send = True
+        return send
+
+    def read(self, force_send=False):
+        """Read the value and check to see if needs to be stored."""
+        send_needed = False
+        send_reason = ""
+        if self.plc_tag:
+            val = read_tag(self.plc_ip, self.plc_tag)
+            if val:
+                bool_arr = binarray(val[0])
+                new_val = {}
+                for idx in self.map_:
+                    try:
+                        new_val[self.map_[idx]] = bool_arr[idx]
+                    except KeyError:
+                        log.error("Not able to get value for index {}".format(idx))
+
+                if self.last_send_time == 0:
+                    send_needed = True
+                    send_reason = "no send time"
+                elif self.value is None:
+                    send_needed = True
+                    send_reason = "no value"
+                elif self.compare_values(new_val):
+                    send_needed = True
+                    send_reason = "value change"
+                elif (time.time() - self.last_send_time) > self.guarantee_sec:
+                    send_needed = True
+                    send_reason = "guarantee sec"
+                elif force_send:
+                    send_needed = True
+                    send_reason = "forced"
+
+                if send_needed:
+                    self.value = new_val
+                    self.last_value = self.value
+                    self.last_send_time = time.time()
+                    log.info("Sending {} for {} - {}".format(self.value, self.mesh_name, send_reason))
+        return send_needed

meshifyDrivers/flowmeterskid/Tags.py

@@ -0,0 +1,8 @@
+from Channel import PLCChannel
+from flowmeterskid import PLC_IP_ADDRESS
+
+tags = [ 
+	PLCChannel(PLC_IP_ADDRESS, "flowrate","Scaled_BPD_FlowRate","REAL", 100, 3600, plc_type="Micro800"),
+	PLCChannel(PLC_IP_ADDRESS, "totalizer_1","Lifetime_Flow_Meter_BBLS","REAL", 1000, 3600, plc_type="Micro800"),
+	PLCChannel(PLC_IP_ADDRESS, "volume_flow_units","SPT_Flow_Meter_Unit","STRING", 1000, 3600, plc_type="Micro800")
+]

meshifyDrivers/flowmeterskid/config.txt

@@ -0,0 +1,14 @@
+{
+    "files": {
+        "file6": "persistence.py",
+        "file5": "file_logger.py",
+        "file4": "Channel.py",
+        "file3": "modbusMap.p",
+        "file2": "utilities.py",
+        "file1": "flowmeterskid.py"
+    },
+    "deviceName": "flowmeterskid",
+    "driverId": "0190",
+    "releaseVersion": "1",
+    "driverFileName": "flowmeterskid.py"
+}

meshifyDrivers/flowmeterskid/file_logger.py

@@ -0,0 +1,18 @@
+"""Logging setup for PiFlow"""
+import logging
+from logging.handlers import RotatingFileHandler
+import sys
+
+log_formatter = logging.Formatter('%(asctime)s %(levelname)s %(funcName)s(%(lineno)d) %(message)s')
+log_file = './PiFlow.log'
+my_handler = RotatingFileHandler(log_file, mode='a', maxBytes=500*1024,
+                                 backupCount=2, encoding=None, delay=0)
+my_handler.setFormatter(log_formatter)
+my_handler.setLevel(logging.INFO)
+filelogger = logging.getLogger('PiFlow')
+filelogger.setLevel(logging.INFO)
+filelogger.addHandler(my_handler)
+
+console_out = logging.StreamHandler(sys.stdout)
+console_out.setFormatter(log_formatter)
+filelogger.addHandler(console_out)

meshifyDrivers/flowmeterskid/flowmeterskid.py

@@ -0,0 +1,209 @@
+"""Driver for flowmeterskid."""
+import threading
+import json
+import time
+from random import randint
+import os
+from device_base import deviceBase
+from Channel import PLCChannel, ModbusChannel,read_tag, write_tag, TAG_DATAERROR_SLEEPTIME
+import persistence
+from utilities import get_public_ip_address, get_private_ip_address
+from file_logger import filelogger as logger
+PLC_IP_ADDRESS = "192.168.1.12"
+from Tags import tags
+
+from datetime import datetime as dt 
+
+logger.info("flowmeterskid startup")
+
+# GLOBAL VARIABLES
+WAIT_FOR_CONNECTION_SECONDS = 20
+IP_CHECK_PERIOD = 60
+
+_ = None
+
+CHANNELS = tags
+
+class start(threading.Thread, deviceBase):
+    """Start class required by Meshify."""
+
+    def __init__(self, name=None, number=None, mac=None, Q=None, mcu=None, companyId=None, offset=None, mqtt=None, Nodes=None):
+        """Initialize the driver."""
+        threading.Thread.__init__(self)
+        deviceBase.__init__(self, name=name, number=number, mac=mac, Q=Q, mcu=mcu, companyId=companyId, offset=offset, mqtt=mqtt, Nodes=Nodes)
+        self.daemon = True
+        self.version = "1"
+        self.finished = threading.Event()
+        self.force_send = False
+        self.public_ip_address = ""
+        self.public_ip_address_last_checked = 0
+        self.private_ip_address = ""
+        self.ping_counter = 0
+        threading.Thread.start(self)
+
+    # this is a required function for all drivers, its goal is to upload some piece of data
+    # about your device so it can be seen on the web
+    def register(self):
+        """Register the driver."""
+        # self.sendtodb("log", "BOOM! Booted.", 0)
+        pass
+
+    def run(self):
+        # pass
+        """Actually run the driver."""
+        for i in range(0, WAIT_FOR_CONNECTION_SECONDS):
+            print("flowmeterskid driver will start in {} seconds".format(WAIT_FOR_CONNECTION_SECONDS - i))
+            time.sleep(1)
+        logger.info("BOOM! Starting flowmeterskid driver...")
+
+        self._check_ip_address()
+
+        self.nodes["flowmeterskid_0199"] = self
+
+        send_loops = 0
+        while True:
+            if self.force_send:
+                logger.warning("FORCE SEND: TRUE")
+            if int(time.time()) % 600 == 0 or self.force_send:
+                payload = {"ts": (round(dt.timestamp(dt.now())/600)*600)*1000, "values": {}}
+                resetPayload = {"ts": "", "values": {}}
+                dayReset, weekReset, monthReset, yearReset = False, False, False, False
+                for chan in CHANNELS:
+                    val = chan.read()
+                    try:
+                        if chan in ["totalizer_1"]:
+                            payload["values"]["day_volume"], dayReset = self.totalizeDay(val)
+                            payload["values"]["week_volume"], weekReset = self.totalizeWeek(val)
+                            payload["values"]["month_volume"], monthReset = self.totalizeMonth(val)
+                            payload["values"]["year_volume"], yearReset = self.totalizeYear(val)
+                        payload["values"][chan.mesh_name] = val
+                    except Exception as e:
+                        logger.error(e)
+                
+                self.sendToTB(json.dumps(payload))
+
+                if dayReset:
+                    resetPayload["values"]["yesterday_volume"] = payload["values"]["day_volume"]
+                    resetPayload["values"]["day_volume"] = 0
+                if weekReset:
+                    resetPayload["values"]["last_week_volume"] = payload["values"]["week_volume"]
+                    resetPayload["values"]["week_volume"] = 0
+                if monthReset:
+                    resetPayload["values"]["last_month_volume"] = payload["values"]["month_volume"]
+                    resetPayload["values"]["month_volume"] = 0
+                if yearReset:
+                    resetPayload["values"]["last_year_volume"] = payload["values"]["year_volume"]
+                    resetPayload["values"]["year_volume"] = 0 
+
+                if resetPayload["values"]:
+                    resetPayload["ts"] = 1 + (round(dt.timestamp(dt.now())/600)*600)*1000
+                    self.sendToTB(json.dumps(resetPayload))
+                
+                if self.force_send:
+                    self.force_send = False
+    
+    def flowmeterskid_sync(self, name, value):
+        """Sync all data from the driver."""
+        self.force_send = True
+        self.sendtodb("log", "synced", 0)
+        return True
+    
+    def saveTotalizers(self, totalizers):
+        try:
+            with open("/root/python_firmware/totalizers.json", "w") as t:
+                json.dump(totalizers,t)
+        except Exception as e:
+            logger.error(e)
+    
+    def get_totalizers(self):
+        saveFile = "/root/python_firmware/totalizers.json"
+        # Check if the state file exists.
+        if not os.path.exists(saveFile):
+            return {
+                    "day": 0,
+                    "week": 0,
+                    "month": 0,
+                    "year": 0,
+                    "lifetime": 0,
+                    "dayHolding": 0,
+                    "weekHolding": 0,
+                    "monthHolding": 0,
+                    "yearHolding": 0
+                }
+        try:
+            with open("/root/python_firmware/totalizers.json", "r") as t:
+                totalizers = json.load(t)
+            if not totalizers:
+                logger.info("-----INITIALIZING TOTALIZERS-----")
+                totalizers = {
+                    "day": 0,
+                    "week": 0,
+                    "month": 0,
+                    "year": 0,
+                    "lifetime": 0,
+                    "dayHolding": 0,
+                    "weekHolding": 0,
+                    "monthHolding": 0,
+                    "yearHolding": 0
+                }
+        except:
+            totalizers = {
+                    "day": 0,
+                    "week": 0,
+                    "month": 0,
+                    "year": 0,
+                    "lifetime": 0,
+                    "dayHolding": 0,
+                    "weekHolding": 0,
+                    "monthHolding": 0,
+                    "yearHolding": 0
+                }
+        return totalizers
+
+    def totalizeDay(self,lifetime):
+        totalizers = self.get_totalizers()
+        now = dt.fromtimestamp(round(dt.timestamp(dt.now())/600)*600)
+        reset = False
+        value = lifetime - totalizers["dayHolding"]
+        if not int(now.strftime("%d")) == int(totalizers["day"]):
+            totalizers["dayHolding"] = lifetime
+            totalizers["day"] = int(now.strftime("%d"))
+            self.saveTotalizers(totalizers)
+            reset = True
+        return (value,reset)
+
+    def totalizeWeek(self,lifetime):
+        totalizers = self.get_totalizers()
+        now = dt.fromtimestamp(round(dt.timestamp(dt.now())/600)*600)
+        reset = False
+        value = lifetime - totalizers["weekHolding"]
+        if (not now.strftime("%U") == totalizers["week"] and now.strftime("%a") == "Sun") or totalizers["week"] == 0:
+            totalizers["weekHolding"] = lifetime
+            totalizers["week"] = now.strftime("%U")
+            self.saveTotalizers(totalizers)
+            reset = True
+        return (value, reset)
+
+    def totalizeMonth(self,lifetime):
+        totalizers = self.get_totalizers()
+        now = dt.fromtimestamp(round(dt.timestamp(dt.now())/600)*600)
+        reset = False
+        value = lifetime - totalizers["monthHolding"]
+        if not int(now.strftime("%m")) == int(totalizers["month"]):
+            totalizers["monthHolding"] = lifetime
+            totalizers["month"] = now.strftime("%m")
+            self.saveTotalizers(totalizers)
+            reset = True
+        return (value,reset)
+
+    def totalizeYear(self,lifetime):
+        totalizers = self.get_totalizers()
+        now = dt.fromtimestamp(round(dt.timestamp(dt.now())/600)*600)
+        reset = False
+        value = lifetime - totalizers["yearHolding"]
+        if not int(now.strftime("%Y")) == int(totalizers["year"]):
+            totalizers["yearHolding"] = lifetime
+            totalizers["year"] = now.strftime("%Y")
+            self.saveTotalizers(totalizers)
+            reset = True
+        return (value, reset)

meshifyDrivers/flowmeterskid/persistence.py

@@ -0,0 +1,21 @@
+"""Data persistance functions."""
+# if more advanced persistence is needed, use a sqlite database
+import json
+
+
+def load(filename="persist.json"):
+    """Load persisted settings from the specified file."""
+    try:
+        with open(filename, 'r') as persist_file:
+            return json.load(persist_file)
+    except Exception:
+        return False
+
+
+def store(persist_obj, filename="persist.json"):
+    """Store the persisting settings into the specified file."""
+    try:
+        with open(filename, 'w') as persist_file:
+            return json.dump(persist_obj, persist_file, indent=4)
+    except Exception:
+        return False

meshifyDrivers/flowmeterskid/utilities.py

@@ -0,0 +1,62 @@
+"""Utility functions for the driver."""
+import socket
+import struct
+import urllib
+import contextlib
+def get_private_ip_address():
+    """Find the private IP Address of the host device."""
+    try:
+        sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+        sock.connect(("8.8.8.8", 80))
+        ip_address = sock.getsockname()[0]
+        sock.close()
+    except Exception as e:
+        return e
+    
+    return ip_address
+
+def get_public_ip_address():
+    ip_address = "0.0.0.0"
+    try:
+        with contextlib.closing(urllib.urlopen("http://checkip.amazonaws.com")) as url:
+            ip_address = url.read()
+    except Exception as e:
+        print("Could not resolve address: {}".format(e))
+        return ip_address
+    return ip_address[:-1]
+
+def int_to_float16(int_to_convert):
+    """Convert integer into float16 representation."""
+    bin_rep = ('0' * 16 + '{0:b}'.format(int_to_convert))[-16:]
+    sign = 1.0
+    if int(bin_rep[0]) == 1:
+        sign = -1.0
+    exponent = float(int(bin_rep[1:6], 2))
+    fraction = float(int(bin_rep[6:17], 2))
+
+    if exponent == float(0b00000):
+        return sign * 2 ** -14 * fraction / (2.0 ** 10.0)
+    elif exponent == float(0b11111):
+        if fraction == 0:
+            return sign * float("inf")
+        return float("NaN")
+    frac_part = 1.0 + fraction / (2.0 ** 10.0)
+    return sign * (2 ** (exponent - 15)) * frac_part
+
+
+def ints_to_float(int1, int2):
+    """Convert 2 registers into a floating point number."""
+    mypack = struct.pack('>HH', int1, int2)
+    f_unpacked = struct.unpack('>f', mypack)
+    print("[{}, {}] >> {}".format(int1, int2, f_unpacked[0]))
+    return f_unpacked[0]
+
+
+def degf_to_degc(temp_f):
+    """Convert deg F to deg C."""
+    return (temp_f - 32.0) * (5.0/9.0)
+
+
+def degc_to_degf(temp_c):
+    """Convert deg C to deg F."""
+    return temp_c * 1.8 + 32.0

tb_report/.gitignore

@@ -0,0 +1,23 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+
+# testing
+/coverage
+
+# production
+/build
+
+# misc
+.DS_Store
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*

tb_report/backend/buildReport.ipynb

@@ -0,0 +1,302 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import logging, json, xlsxwriter\n",
+    "import pandas as pd\n",
+    "from datetime import datetime as dt\n",
+    "from datetime import timedelta as td\n",
+    "from tb_rest_client.rest_client_ce import *\n",
+    "from tb_rest_client.rest import ApiException"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "logging.basicConfig(level=logging.DEBUG,\n",
+    "                    format='%(asctime)s - %(levelname)s - %(module)s - %(lineno)d - %(message)s',\n",
+    "                    datefmt='%Y-%m-%d %H:%M:%S')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# ThingsBoard REST API URL\n",
+    "url = \"https://hp.henrypump.cloud\"\n",
+    "# Default Tenant Administrator credentials\n",
+    "username = \"henry.pump.automation@gmail.com\"\n",
+    "password = \"Henry Pump @ 2022\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def getDevices(rest_client, customers,target_customer, page=0, pageSize=500):\n",
+    "    for c in customers.data:\n",
+    "        if c.name == target_customer:\n",
+    "            cid = c.id.id\n",
+    "    devices = rest_client.get_customer_devices(customer_id=cid, page_size=pageSize, page=page)\n",
+    "    return devices.to_dict()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def getDeviceKeys(rest_client, devices,target_device):\n",
+    "        try:\n",
+    "            for d in devices['data']:\n",
+    "                if d[\"name\"] == target_device:\n",
+    "                    did = d['id']['id']\n",
+    "                    eType = d['id']['entity_type']\n",
+    "                    keys = rest_client.get_timeseries_keys_v1(entity_type=eType, entity_id=did)\n",
+    "                    return eType, did, keys, None\n",
+    "            return None,None,None,\"Device Not Found\"\n",
+    "        except Exception as e:\n",
+    "            print(e)\n",
+    "            return (None, None, None, e)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def getTelemetry(rest_client, devices, keys, start_ts, end_ts, entity_type, entity_id, limit):\n",
+    "    return rest_client.get_timeseries(entity_type=entity_type, entity_id=entity_id, keys=keys, start_ts=start_ts, end_ts=end_ts, limit=limit)\n",
+    "     "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def getTime(timeRequest):\n",
+    "    start_ts, end_ts = 0,0\n",
+    "    if timeRequest[\"type\"] == \"last\":\n",
+    "        now = dt.now()\n",
+    "        delta = td(days=timeRequest[\"days\"], seconds=timeRequest[\"seconds\"], microseconds=timeRequest[\"microseconds\"], milliseconds=timeRequest[\"milliseconds\"], minutes=timeRequest[\"minutes\"], hours=timeRequest[\"hours\"], weeks=timeRequest[\"weeks\"])\n",
+    "        start_ts = str(int(dt.timestamp(now - delta) * 1000))\n",
+    "        end_ts = str(int(dt.timestamp(now) * 1000))\n",
+    "    \n",
+    "    return (start_ts, end_ts)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def getThingsBoardData(url, username, password, targetCustomer, timeRequest):\n",
+    "    # Creating the REST client object with context manager to get auto token refresh\n",
+    "    with RestClientCE(base_url=url) as rest_client:\n",
+    "        try:\n",
+    "            # Auth with credentials\n",
+    "            rest_client.login(username=username, password=password)\n",
+    "            # Get customers > get devices under a target customer > get keys for devices > get data for devices\n",
+    "            customers = rest_client.get_customers(page_size=\"100\", page=\"0\")\n",
+    "            devices = getDevices(rest_client=rest_client, customers=customers, target_customer=targetCustomer)\n",
+    "            telemetry = {}\n",
+    "            for d in devices['data']:\n",
+    "                entity_type, entity_id, keys, err = getDeviceKeys(rest_client=rest_client, devices=devices, target_device=d['name'])\n",
+    "                start_ts, end_ts = getTime(timeRequest)\n",
+    "                telemetry[d['name']] = getTelemetry(rest_client=rest_client, devices=devices, keys=','.join(keys), start_ts=start_ts, end_ts=end_ts, entity_id=entity_id, entity_type=entity_type, limit=25000)\n",
+    "            return telemetry\n",
+    "        except ApiException as e:\n",
+    "            logging.error(e)\n",
+    "            return False\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def formatColumnName(telemetryName):\n",
+    "   return \" \".join([x.capitalize() for x in telemetryName.split(\"_\")])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def getDataFrame(telemetry, ignore_keys):    \n",
+    "    df = pd.DataFrame()\n",
+    "    #for location in telemetry.keys():\n",
+    "    # Iterate through each datapoint within each location\n",
+    "    for datapoint in telemetry.keys():\n",
+    "        # Convert the datapoint list of dictionaries to a DataFrame\n",
+    "        if datapoint not in ignore_keys:\n",
+    "            temp_df = pd.DataFrame(telemetry[datapoint])\n",
+    "            temp_df['ts'] = pd.to_datetime(temp_df['ts'], unit='ms').dt.tz_localize('UTC').dt.tz_convert('US/Central').dt.tz_localize(None)\n",
+    "            # Set 'ts' as the index\n",
+    "            temp_df.set_index('ts', inplace=True)\n",
+    "            # Rename 'value' column to the name of the datapoint\n",
+    "            temp_df.rename(columns={'value': formatColumnName(datapoint)}, inplace=True)\n",
+    "            \n",
+    "            # Join the temp_df to the main DataFrame\n",
+    "            df = df.join(temp_df, how='outer')\n",
+    "\n",
+    "            df = df.fillna(method='ffill', limit=2)\n",
+    "     # Rename index to 'Date'\n",
+    "    df.rename_axis('Date', inplace=True)\n",
+    "    return df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "time = {\n",
+    "    \"type\": \"last\",\n",
+    "    \"days\":3,\n",
+    "    \"seconds\":0,\n",
+    "    \"microseconds\":0,\n",
+    "    \"milliseconds\":0,\n",
+    "    \"minutes\":0,\n",
+    "    \"hours\":0,\n",
+    "    \"weeks\":0\n",
+    "    }\n",
+    "telemetry = getThingsBoardData(url, username, password, \"Faskens\", time)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/nico/miniforge3/envs/thingsboard/lib/python3.10/site-packages/xlsxwriter/worksheet.py:3261: UserWarning: Must have at least one data row in in add_table()\n",
+      "  warn(\"Must have at least one data row in in add_table()\")\n",
+      "/Users/nico/miniforge3/envs/thingsboard/lib/python3.10/site-packages/xlsxwriter/worksheet.py:3261: UserWarning: Must have at least one data row in in add_table()\n",
+      "  warn(\"Must have at least one data row in in add_table()\")\n",
+      "/Users/nico/miniforge3/envs/thingsboard/lib/python3.10/site-packages/xlsxwriter/worksheet.py:3261: UserWarning: Must have at least one data row in in add_table()\n",
+      "  warn(\"Must have at least one data row in in add_table()\")\n",
+      "/Users/nico/miniforge3/envs/thingsboard/lib/python3.10/site-packages/xlsxwriter/worksheet.py:3261: UserWarning: Must have at least one data row in in add_table()\n",
+      "  warn(\"Must have at least one data row in in add_table()\")\n",
+      "/Users/nico/miniforge3/envs/thingsboard/lib/python3.10/site-packages/xlsxwriter/worksheet.py:3261: UserWarning: Must have at least one data row in in add_table()\n",
+      "  warn(\"Must have at least one data row in in add_table()\")\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "# Create a Pandas Excel writer using XlsxWriter as the engine.\n",
+    "writer = pd.ExcelWriter(\"/Users/nico/Documents/test/pandas_table.xlsx\", engine=\"xlsxwriter\",\n",
+    "    datetime_format=\"yyyy-mm-dd hh:mm:ss\",\n",
+    "    date_format=\"yyyy-mm-dd\",engine_kwargs={'options': {'strings_to_numbers': True}})\n",
+    "chartsheet = writer.book.add_worksheet(\"Charts\")\n",
+    "\n",
+    "for device in telemetry.keys():\n",
+    "    df = getDataFrame(telemetry[device], [\"yesterday_volume\"])\n",
+    "    # Write the dataframe data to XlsxWriter. Turn off the default header and\n",
+    "    # index and skip one row to allow us to insert a user defined header.\n",
+    "    df.to_excel(writer, sheet_name=device, startrow=1, header=False, index=True)\n",
+    "\n",
+    "    # Get the xlsxwriter workbook and worksheet objects.\n",
+    "    workbook = writer.book\n",
+    "    worksheet = writer.sheets[device]\n",
+    "\n",
+    "    # Get the dimensions of the dataframe.\n",
+    "    (max_row, max_col) = df.shape\n",
+    "    \n",
+    "    # Create a list of column headers, to use in add_table().\n",
+    "    column_settings = [{\"header\": column} for column in df.columns]\n",
+    "    # Add the Excel table structure. Pandas will add the data.\n",
+    "    worksheet.add_table(0, 0, max_row, max_col, {\"columns\": [{'header': 'Date'}] + column_settings})\n",
+    "\n",
+    "    # Make the columns wider for clarity.\n",
+    "    worksheet.set_column(0, max_col , 18)\n",
+    "charts = []#[{\"chartType\": \"line\",\"columnName\": \"temperature\"}, {\"chartType\": \"line\", \"columnName\": \"volume_flow\"},{\"chartType\": \"bar\", \"columnName\": \"volume_flow\"},{\"chartType\": \"pie\", \"columnName\": \"today_volume\"},{\"chartType\": \"pie\", \"columnName\": \"month_volume\"}]\n",
+    "position = 1\n",
+    "pie_chart_count = 1\n",
+    "for c in charts:\n",
+    "    # Configure the chart. In simplest case we add one or more data series.\n",
+    "    chart = writer.book.add_chart({'type': c[\"chartType\"]})\n",
+    "    if c[\"chartType\"] == \"pie\":\n",
+    "        pieWorksheet = writer.book.add_worksheet(\"Pie Chart \" + str(pie_chart_count))\n",
+    "        pieData = []\n",
+    "        \n",
+    "    for device in telemetry.keys():\n",
+    "        #print(device)\n",
+    "        dataColumn = df.columns.get_loc(formatColumnName(c[\"columnName\"])) + 1\n",
+    "        if c[\"chartType\"] in [ \"line\", \"bar\"]:\n",
+    "            chart.add_series({\n",
+    "                'values': [device, 1, dataColumn ,max_row,dataColumn],\n",
+    "                'categories': [device, 1,0,max_row,0],\n",
+    "                'name': device,\n",
+    "\n",
+    "            })\n",
+    "            chart.set_x_axis({'text_axis': True})\n",
+    "        elif c[\"chartType\"] == \"pie\":\n",
+    "            #pie charts don't allow data from multiple worksheets need to make a new worksheet with all the desired data so add the data to the worksheet here\n",
+    "            pieData.append([device, \"='\" + device + \"'!$\" + chr(65+dataColumn) + \"$\" + str(max_row)])\n",
+    "    if c[\"chartType\"] == \"pie\":\n",
+    "        for row in range(len(pieData)):\n",
+    "            pieWorksheet.write_row(row, 0, pieData[row])\n",
+    "        chart.add_series({\n",
+    "                'values': [\"Pie Chart \" + str(pie_chart_count), 0, 1 ,len(pieData)-1,1],\n",
+    "                'categories': [\"Pie Chart \" + str(pie_chart_count), 0, 0 ,len(pieData)-1,0],\n",
+    "                'name': device,\n",
+    "                'data_labels': {'value': True, 'category': True, 'position': 'best_fit'}\n",
+    "            })\n",
+    "        pie_chart_count += 1\n",
+    "    chart.set_title({\"name\": formatColumnName(c[\"columnName\"])})\n",
+    "        \n",
+    "    chartsheet.insert_chart('A' + str(position), chart, {'x_scale': 3, 'y_scale': 2})\n",
+    "    position += 30\n",
+    "# Close the Pandas Excel writer and output the Excel file.\n",
+    "writer.close()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "thingsboard",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

tb_report/frontend/README.md

@@ -0,0 +1,70 @@
+# Getting Started with Create React App
+
+This project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app).
+
+## Available Scripts
+
+In the project directory, you can run:
+
+### `npm start`
+
+Runs the app in the development mode.\
+Open [http://localhost:3000](http://localhost:3000) to view it in your browser.
+
+The page will reload when you make changes.\
+You may also see any lint errors in the console.
+
+### `npm test`
+
+Launches the test runner in the interactive watch mode.\
+See the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information.
+
+### `npm run build`
+
+Builds the app for production to the `build` folder.\
+It correctly bundles React in production mode and optimizes the build for the best performance.
+
+The build is minified and the filenames include the hashes.\
+Your app is ready to be deployed!
+
+See the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information.
+
+### `npm run eject`
+
+**Note: this is a one-way operation. Once you `eject`, you can't go back!**
+
+If you aren't satisfied with the build tool and configuration choices, you can `eject` at any time. This command will remove the single build dependency from your project.
+
+Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except `eject` will still work, but they will point to the copied scripts so you can tweak them. At this point you're on your own.
+
+You don't have to ever use `eject`. The curated feature set is suitable for small and middle deployments, and you shouldn't feel obligated to use this feature. However we understand that this tool wouldn't be useful if you couldn't customize it when you are ready for it.
+
+## Learn More
+
+You can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started).
+
+To learn React, check out the [React documentation](https://reactjs.org/).
+
+### Code Splitting
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/code-splitting](https://facebook.github.io/create-react-app/docs/code-splitting)
+
+### Analyzing the Bundle Size
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size](https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size)
+
+### Making a Progressive Web App
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app](https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app)
+
+### Advanced Configuration
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/advanced-configuration](https://facebook.github.io/create-react-app/docs/advanced-configuration)
+
+### Deployment
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/deployment](https://facebook.github.io/create-react-app/docs/deployment)
+
+### `npm run build` fails to minify
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify](https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify)

tb_report/frontend/package.json

@@ -0,0 +1,46 @@
+{
+  "name": "tb_report",
+  "version": "0.1.0",
+  "private": true,
+  "dependencies": {
+    "@emotion/react": "^11.11.1",
+    "@emotion/styled": "^11.11.0",
+    "@mui/material": "^5.13.5",
+    "@mui/styled-engine-sc": "^5.12.0",
+    "@mui/x-date-pickers": "^6.7.0",
+    "@testing-library/jest-dom": "^5.16.5",
+    "@testing-library/react": "^13.4.0",
+    "@testing-library/user-event": "^13.5.0",
+    "@wojtekmaj/react-datetimerange-picker": "^5.2.0",
+    "dayjs": "^1.11.8",
+    "react": "^18.2.0",
+    "react-dom": "^18.2.0",
+    "react-scripts": "5.0.1",
+    "styled-components": "^5.3.11",
+    "web-vitals": "^2.1.4"
+  },
+  "scripts": {
+    "start": "react-scripts start",
+    "build": "react-scripts build",
+    "test": "react-scripts test",
+    "eject": "react-scripts eject"
+  },
+  "eslintConfig": {
+    "extends": [
+      "react-app",
+      "react-app/jest"
+    ]
+  },
+  "browserslist": {
+    "production": [
+      ">0.2%",
+      "not dead",
+      "not op_mini all"
+    ],
+    "development": [
+      "last 1 chrome version",
+      "last 1 firefox version",
+      "last 1 safari version"
+    ]
+  }
+}

tb_report/frontend/public/index.html

@@ -0,0 +1,43 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <link rel="icon" href="%PUBLIC_URL%/favicon.ico" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="theme-color" content="#000000" />
+    <meta
+      name="description"
+      content="Web site created using create-react-app"
+    />
+    <link rel="apple-touch-icon" href="%PUBLIC_URL%/logo192.png" />
+    <!--
+      manifest.json provides metadata used when your web app is installed on a
+      user's mobile device or desktop. See https://developers.google.com/web/fundamentals/web-app-manifest/
+    -->
+    <link rel="manifest" href="%PUBLIC_URL%/manifest.json" />
+    <!--
+      Notice the use of %PUBLIC_URL% in the tags above.
+      It will be replaced with the URL of the `public` folder during the build.
+      Only files inside the `public` folder can be referenced from the HTML.
+
+      Unlike "/favicon.ico" or "favicon.ico", "%PUBLIC_URL%/favicon.ico" will
+      work correctly both with client-side routing and a non-root public URL.
+      Learn how to configure a non-root public URL by running `npm run build`.
+    -->
+    <title>React App</title>
+  </head>
+  <body>
+    <noscript>You need to enable JavaScript to run this app.</noscript>
+    <div id="root"></div>
+    <!--
+      This HTML file is a template.
+      If you open it directly in the browser, you will see an empty page.
+
+      You can add webfonts, meta tags, or analytics to this file.
+      The build step will place the bundled scripts into the <body> tag.
+
+      To begin the development, run `npm start` or `yarn start`.
+      To create a production bundle, use `npm run build` or `yarn build`.
+    -->
+  </body>
+</html>

tb_report/frontend/public/manifest.json

@@ -0,0 +1,25 @@
+{
+  "short_name": "React App",
+  "name": "Create React App Sample",
+  "icons": [
+    {
+      "src": "favicon.ico",
+      "sizes": "64x64 32x32 24x24 16x16",
+      "type": "image/x-icon"
+    },
+    {
+      "src": "logo192.png",
+      "type": "image/png",
+      "sizes": "192x192"
+    },
+    {
+      "src": "logo512.png",
+      "type": "image/png",
+      "sizes": "512x512"
+    }
+  ],
+  "start_url": ".",
+  "display": "standalone",
+  "theme_color": "#000000",
+  "background_color": "#ffffff"
+}

tb_report/frontend/public/robots.txt

@@ -0,0 +1,3 @@
+# https://www.robotstxt.org/robotstxt.html
+User-agent: *
+Disallow:

tb_report/frontend/src/App.css

@@ -0,0 +1,48 @@
+html,
+body {
+  height: 100%;
+}
+
+body {
+  margin: 0;
+  font-family: Segoe UI, Tahoma, sans-serif;
+}
+
+.Sample input,
+.Sample button {
+  font: inherit;
+}
+
+.Sample header {
+  background-color: #323639;
+  box-shadow: 0 0 8px rgba(0, 0, 0, 0.5);
+  padding: 20px;
+  color: white;
+}
+
+.Sample header h1 {
+  font-size: inherit;
+  margin: 0;
+}
+
+.Sample__container {
+  display: flex;
+  flex-direction: row;
+  flex-wrap: wrap;
+  align-items: flex-start;
+  margin: 10px 0;
+  padding: 10px;
+}
+
+.Sample__container > * > * {
+  margin: 10px;
+}
+
+.Sample__container__content {
+  display: flex;
+  max-width: 100%;
+  flex-basis: 420px;
+  flex-direction: column;
+  flex-grow: 100;
+  align-items: stretch;
+}

tb_report/frontend/src/App.js

@@ -0,0 +1,29 @@
+import React, { useState } from 'react';
+import DateTimeRangePicker from '@wojtekmaj/react-datetimerange-picker';
+
+import './App.css';
+
+type ValuePiece = Date | null;
+
+type Value = ValuePiece | [ValuePiece, ValuePiece];
+
+const now = new Date();
+const yesterdayBegin = new Date(now.getFullYear(), now.getMonth(), now.getDate() - 1);
+const todayNoon = new Date(now.getFullYear(), now.getMonth(), now.getDate(), 12);
+
+export default function Sample() {
+  const [value, onChange] = useState([yesterdayBegin, todayNoon]);
+
+  return (
+    <div className="Sample">
+      <header>
+        <h1>react-datetimerange-picker sample page</h1>
+      </header>
+      <div className="Sample__container">
+        <main className="Sample__container__content">
+          <DateTimeRangePicker onChange={onChange} value={value} />
+        </main>
+      </div>
+    </div>
+  );
+}

tb_report/frontend/src/App.test.js

@@ -0,0 +1,8 @@
+import { render, screen } from '@testing-library/react';
+import App from './App';
+
+test('renders learn react link', () => {
+  render(<App />);
+  const linkElement = screen.getByText(/learn react/i);
+  expect(linkElement).toBeInTheDocument();
+});

tb_report/frontend/src/index.css

@@ -0,0 +1,13 @@
+body {
+  margin: 0;
+  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen',
+    'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue',
+    sans-serif;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
+}
+
+code {
+  font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New',
+    monospace;
+}

tb_report/frontend/src/index.js

@@ -0,0 +1,17 @@
+import React from 'react';
+import ReactDOM from 'react-dom/client';
+import './index.css';
+import Sample from './App';
+import reportWebVitals from './reportWebVitals';
+
+const root = ReactDOM.createRoot(document.getElementById('root'));
+root.render(
+  <React.StrictMode>
+    <Sample />
+  </React.StrictMode>
+);
+
+// If you want to start measuring performance in your app, pass a function
+// to log results (for example: reportWebVitals(console.log))
+// or send to an analytics endpoint. Learn more: https://bit.ly/CRA-vitals
+reportWebVitals();

tb_report/frontend/src/logo.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 841.9 595.3"><g fill="#61DAFB"><path d="M666.3 296.5c0-32.5-40.7-63.3-103.1-82.4 14.4-63.6 8-114.2-20.2-130.4-6.5-3.8-14.1-5.6-22.4-5.6v22.3c4.6 0 8.3.9 11.4 2.6 13.6 7.8 19.5 37.5 14.9 75.7-1.1 9.4-2.9 19.3-5.1 29.4-19.6-4.8-41-8.5-63.5-10.9-13.5-18.5-27.5-35.3-41.6-50 32.6-30.3 63.2-46.9 84-46.9V78c-27.5 0-63.5 19.6-99.9 53.6-36.4-33.8-72.4-53.2-99.9-53.2v22.3c20.7 0 51.4 16.5 84 46.6-14 14.7-28 31.4-41.3 49.9-22.6 2.4-44 6.1-63.6 11-2.3-10-4-19.7-5.2-29-4.7-38.2 1.1-67.9 14.6-75.8 3-1.8 6.9-2.6 11.5-2.6V78.5c-8.4 0-16 1.8-22.6 5.6-28.1 16.2-34.4 66.7-19.9 130.1-62.2 19.2-102.7 49.9-102.7 82.3 0 32.5 40.7 63.3 103.1 82.4-14.4 63.6-8 114.2 20.2 130.4 6.5 3.8 14.1 5.6 22.5 5.6 27.5 0 63.5-19.6 99.9-53.6 36.4 33.8 72.4 53.2 99.9 53.2 8.4 0 16-1.8 22.6-5.6 28.1-16.2 34.4-66.7 19.9-130.1 62-19.1 102.5-49.9 102.5-82.3zm-130.2-66.7c-3.7 12.9-8.3 26.2-13.5 39.5-4.1-8-8.4-16-13.1-24-4.6-8-9.5-15.8-14.4-23.4 14.2 2.1 27.9 4.7 41 7.9zm-45.8 106.5c-7.8 13.5-15.8 26.3-24.1 38.2-14.9 1.3-30 2-45.2 2-15.1 0-30.2-.7-45-1.9-8.3-11.9-16.4-24.6-24.2-38-7.6-13.1-14.5-26.4-20.8-39.8 6.2-13.4 13.2-26.8 20.7-39.9 7.8-13.5 15.8-26.3 24.1-38.2 14.9-1.3 30-2 45.2-2 15.1 0 30.2.7 45 1.9 8.3 11.9 16.4 24.6 24.2 38 7.6 13.1 14.5 26.4 20.8 39.8-6.3 13.4-13.2 26.8-20.7 39.9zm32.3-13c5.4 13.4 10 26.8 13.8 39.8-13.1 3.2-26.9 5.9-41.2 8 4.9-7.7 9.8-15.6 14.4-23.7 4.6-8 8.9-16.1 13-24.1zM421.2 430c-9.3-9.6-18.6-20.3-27.8-32 9 .4 18.2.7 27.5.7 9.4 0 18.7-.2 27.8-.7-9 11.7-18.3 22.4-27.5 32zm-74.4-58.9c-14.2-2.1-27.9-4.7-41-7.9 3.7-12.9 8.3-26.2 13.5-39.5 4.1 8 8.4 16 13.1 24 4.7 8 9.5 15.8 14.4 23.4zM420.7 163c9.3 9.6 18.6 20.3 27.8 32-9-.4-18.2-.7-27.5-.7-9.4 0-18.7.2-27.8.7 9-11.7 18.3-22.4 27.5-32zm-74 58.9c-4.9 7.7-9.8 15.6-14.4 23.7-4.6 8-8.9 16-13 24-5.4-13.4-10-26.8-13.8-39.8 13.1-3.1 26.9-5.8 41.2-7.9zm-90.5 125.2c-35.4-15.1-58.3-34.9-58.3-50.6 0-15.7 22.9-35.6 58.3-50.6 8.6-3.7 18-7 27.7-10.1 5.7 19.6 13.2 40 22.5 60.9-9.2 20.8-16.6 41.1-22.2 60.6-9.9-3.1-19.3-6.5-28-10.2zM310 490c-13.6-7.8-19.5-37.5-14.9-75.7 1.1-9.4 2.9-19.3 5.1-29.4 19.6 4.8 41 8.5 63.5 10.9 13.5 18.5 27.5 35.3 41.6 50-32.6 30.3-63.2 46.9-84 46.9-4.5-.1-8.3-1-11.3-2.7zm237.2-76.2c4.7 38.2-1.1 67.9-14.6 75.8-3 1.8-6.9 2.6-11.5 2.6-20.7 0-51.4-16.5-84-46.6 14-14.7 28-31.4 41.3-49.9 22.6-2.4 44-6.1 63.6-11 2.3 10.1 4.1 19.8 5.2 29.1zm38.5-66.7c-8.6 3.7-18 7-27.7 10.1-5.7-19.6-13.2-40-22.5-60.9 9.2-20.8 16.6-41.1 22.2-60.6 9.9 3.1 19.3 6.5 28.1 10.2 35.4 15.1 58.3 34.9 58.3 50.6-.1 15.7-23 35.6-58.4 50.6zM320.8 78.4z"/><circle cx="420.9" cy="296.5" r="45.7"/><path d="M520.5 78.1z"/></g></svg>

tb_report/frontend/src/reportWebVitals.js

@@ -0,0 +1,13 @@
+const reportWebVitals = onPerfEntry => {
+  if (onPerfEntry && onPerfEntry instanceof Function) {
+    import('web-vitals').then(({ getCLS, getFID, getFCP, getLCP, getTTFB }) => {
+      getCLS(onPerfEntry);
+      getFID(onPerfEntry);
+      getFCP(onPerfEntry);
+      getLCP(onPerfEntry);
+      getTTFB(onPerfEntry);
+    });
+  }
+};
+
+export default reportWebVitals;

tb_report/frontend/src/setupTests.js

@@ -0,0 +1,5 @@
+// jest-dom adds custom jest matchers for asserting on DOM nodes.
+// allows you to do things like:
+// expect(element).toHaveTextContent(/react/i)
+// learn more: https://github.com/testing-library/jest-dom
+import '@testing-library/jest-dom';

thingsboardAPI.py

@@ -33,12 +33,17 @@ class ThingsBoardAPI():
         return devices.json()
     
     def getDeviceKeys(self, devices,target_device):
-        for d in devices['data']:
+        try:
-            if d["name"] == target_device:
+            for d in devices['data']:
-                did = d['id']['id']
+                #print(d["name"])
-                eType = d['id']['entityType']
+                if d["name"] == target_device:
-        keys = requests.get(self.url_base + f"plugins/telemetry/{eType}/{did}/keys/timeseries", headers=self.headers)
+                    did = d['id']['id']
-        return eType, did, keys.json()
+                    eType = d['id']['entityType']
+                    keys = requests.get(self.url_base + f"plugins/telemetry/{eType}/{did}/keys/timeseries", headers=self.headers)
+                    return eType, did, keys.json(), None
+            return None,None,None,"Device Not Found"
+        except Exception as e:
+            return (None, None, None, e)
     
     def getTelemetry(self, startTs, endTs, keys, eType, did):
         telemetry = requests.get(self.url_base + f"plugins/telemetry/{eType}/{did}/values/timeseries?startTs={startTs}&endTs={endTs}&keys={keys}", headers=self.headers)