Updating with a few bug fixes and cleanup for AVEVA processing, updating Python deprecated functions.

README.md

@@ -53,13 +53,14 @@ Each directory contains a Historic XXXXXX directory where XXXXX is the Unique ID
 
 These tools will conver the user start time and end time in a way that will only process the found and required HRD files at a time. This can *greatly* expand the amount of data in the system, it is strongly recommended to have a lot of free space left during queries.
 
-
 ### Setup ClearSCADA Config 
 
 Key Point: In the tags list file, the Source Name field is the unique identifier for the tag name to query. In VTScada this can be something like ```temp\old_value1```. In ClearSCADA, it will be the unique point ID, ex. ```005152```. The leading zeroes can be left out as the script will pad them in front of the integer to determine the correct path.
 
 ## AVEVA (Wonderware) Historian - InSQL
 
-Prerequisite: Install the Microsoft ODBC Driver, and assign the correct name to the driver in the *setup.toml* file.
+Prerequisite: Install the Microsoft ODBC Driver, and assign the correct name of the ODBC driver (visible in the ODBC Data Sources Windows application) to the code, if the default one is not detected.
 
-Data can be queried from an AVEVA Historian through an ODBC connection. The Historian provides an interface to SQL, InSQL, which can be used to create data queries.
+Data can be queried from an AVEVA Historian through an ODBC connection. The Historian provides an interface to SQL, InSQL, which can be used to create data queries.
+
+Wonderware Historian queries are extermely slow, but in practice I have found splitting it up into time periods such as 6 months will scale to running at least dozens of queries at once.

input/tags-example.csv

@@ -0,0 +1,17 @@
+Source Name,Destination Name,Data Type,Scale Factor,Interval (s),Precision,Deadband
+11959,temp\new_value1,real,1,20,2,0.01
+5153,temp\new_value2,integer,1,100,0,0
+5154,temp\new_value3,real,1,30,0,1
+5155,temp\new_value4,boolean,1,9,0,0
+5,temp\new_value5,real,1,20,2,0
+6,temp\new_value6,integer,10,100,0,0
+227,temp\new_value7,real,1.5,100,2,0
+8,temp\new_value8,boolean,1,9,0,0
+9,temp\new_value9,real,1,10,2,0
+10,temp\new_value10,integer,1,10,0,0
+011,temp\new_value11,real,1,10,4,0
+12,temp\new_value12,boolean,1,10,0,0
+1113,temp\new_value13,real,1,12,4,0
+14,temp\new_value14,integer,1,13,0,0
+1665,temp\new_value15,real,1,14,4,0
+16,temp\new_value16,boolean,1,15,0,0

input/tags.csv

@@ -1,17 +1,124 @@
-Source Name,Destination Name,Data Type,Scale Factor,Interval (s),Precision,Deadband
+Source Name,Destination Name,Data Type,Scale Factor,Interval (s),Precision,Deadband
-11959,temp\new_value1,real,1,20,2,0.01
+AHU6_Z_SP_3000571.Value,_\BACNET_HVAC\AHU6\RM_TEMP_SP\CMD,integer,1,100,0,0
-5153,temp\new_value2,integer,1,100,0,0
+Airport_Boost_Pump_002.Runtime,_\DRS\Airport_BS\P102\RUN_TIME\HOURS,real,1,60,1,0.1
-5154,temp\new_value3,real,1,30,0,1
+Airport_Boost_Pump_004.Runtime,_\DRS\Airport_BS\P104\RUN_TIME\HOURS,real,1,60,1,0.1
-5155,temp\new_value4,boolean,1,9,0,0
+Airport_Boost_Pump_001.Runtime,_\DRS\Airport_BS\P101\RUN_TIME\HOURS,real,1,60,1,0.1
-5,temp\new_value5,real,1,20,2,0
+Airport_Boost_Pump_003.Runtime,_\DRS\Airport_BS\P103\RUN_TIME\HOURS,real,1,60,1,0.1
-6,temp\new_value6,integer,10,100,0,0
+AHU101_DA_TEMP_3000340.Value,_\BACNET_HVAC\AHU101\SA_TEMP\SCL,real,1,60,1,0.1
-227,temp\new_value7,real,1.5,100,2,0
+AHU6_DA_TEMP_3000446.Value,_\BACNET_HVAC\AHU6\SA_TEMP\SCL,real,1,60,1,0.1
-8,temp\new_value8,boolean,1,9,0,0
+Airport_Boost_Pump_001.Current_Demand,_\DRS\Airport_BS\CT_101\SCL,real,1,60,1,0.1
-9,temp\new_value9,real,1,10,2,0
+Airport_Boost_Pump_002.Current_Demand,_\DRS\Airport_BS\CT_102\SCL,real,1,60,1,0.1
-10,temp\new_value10,integer,1,10,0,0
+Airport_Boost_Pump_003.Current_Demand,_\DRS\Airport_BS\CT_103\SCL,real,1,60,1,0.1
-011,temp\new_value11,real,1,10,4,0
+Airport_Boost_Pump_004.Current_Demand,_\DRS\Airport_BS\CT_104\SCL,real,1,60,1,0.1
-12,temp\new_value12,boolean,1,10,0,0
+Airport_System.Discharge_Flow,_\DRS\Airport_BS\FIT_101\SCL,real,1,60,1,0.1
-1113,temp\new_value13,real,1,12,4,0
+Airport_System.Total_Flow,_\DRS\Airport_BS\FIT_101\TOTALIZE,real,1,60,1,0.1
-14,temp\new_value14,integer,1,13,0,0
+Airport_Booster.P101_SPEED,_\DRS\Airport_BS\P101\YI,real,1,60,1,0.1
-1665,temp\new_value15,real,1,14,4,0
+Airport_Booster.P102_SPEED,_\DRS\Airport_BS\P102\YI,real,1,60,1,0.1
-16,temp\new_value16,boolean,1,15,0,0
+Airport_Booster.P103_SPEED,_\DRS\Airport_BS\P103\YI,real,1,60,1,0.1
+Airport_Booster.P104_SPEED,_\DRS\Airport_BS\P104\YI,real,1,60,1,0.1
+Airport_System.Discharge_Pressure,_\DRS\Airport_BS\PIT_102\SCL,real,1,60,1,0.1
+Southlands_Lift.FIT_102,_\DRS\Southlands_LS\FIT_102\SCL,real,1,60,1,0.1
+Southlands_Lift.LT_127A,_\DRS\Southlands_LS\LT_127A\SCL,real,1,60,1,0.1
+Southridge_Res.LIT_219_mm,_\DRS\Southridge_Reservoir\LIT_219\SCL,real,1,60,1,0.1
+Southview_Res.Chlorine_Residual,_\DRS\Southview_Reservoir\AIT_101\SCL,real,1,60,1,0.1
+Southview_System.Chlorine_Residual,_\DRS\Southview_Reservoir\AIT_101\SCL,real,1,60,1,0.1
+Southview_Res.Pump_1_Speed_Hz,_\DRS\Southview_Reservoir\BP_101\YI,real,1,60,1,0.1
+Southview_Res.Pump_2_Speed_Hz,_\DRS\Southview_Reservoir\BP_102\YI,real,1,60,1,0.1
+Southview_Res.Pump_3_Speed_Hz,_\DRS\Southview_Reservoir\BP_103\YI,real,1,60,1,0.1
+Southview_Res.CT_101,_\DRS\Southview_Reservoir\CT_101\SCL,real,1,60,1,0.1
+Southview_Res.CT_102,_\DRS\Southview_Reservoir\CT_102\SCL,real,1,60,1,0.1
+Southview_Res.CT_103,_\DRS\Southview_Reservoir\CT_103\SCL,real,1,60,1,0.1
+Southview_Res.FIT_101,_\DRS\Southview_Reservoir\FIT_101\SCL,real,1,60,1,0.1
+Southview_System.Inlet_Flow,_\DRS\Southview_Reservoir\FIT_101\SCL,real,1,60,1,0.1
+Southview_Res.FIT_102,_\DRS\Southview_Reservoir\FIT_102\SCL,real,1,60,1,0.1
+Southview_System.Discharge_Flow,_\DRS\Southview_Reservoir\FIT_102\SCL,real,1,60,1,0.1
+Southview_Res.LT_101,_\DRS\Southview_Reservoir\LIT_101\SCL,real,1,60,1,0.1
+Southview_System.Level,_\DRS\Southview_Reservoir\LIT_101\SCL,real,1,60,1,0.1
+Southview_Res.LT_101_mm,_\DRS\Southview_Reservoir\LIT_101\SCL2,real,1,60,1,0.1
+Southview_System.Level_m,_\DRS\Southview_Reservoir\LIT_101\SCL2,real,1,60,1,0.1
+Southview_Res.PT_101,_\DRS\Southview_Reservoir\PIT_101\SCL,real,1,60,1,0.1
+Southview_System.Inlet_Pressure,_\DRS\Southview_Reservoir\PIT_101\SCL,real,1,60,1,0.1
+Southview_Res.PT_102,_\DRS\Southview_Reservoir\PIT_102\SCL,real,1,60,1,0.1
+Southview_System.Discharge_Pressure,_\DRS\Southview_Reservoir\PIT_102\SCL,real,1,60,1,0.1
+AIT_DU_8638.SCL,_\WTP\ChlorScrubber\AIT_DU_8638\SCL,real,1,60,1,0.1
+AIT_DU_8639.SCL,_\WTP\ChlorScrubber\AIT_DU_8639\SCL,real,1,60,1,0.1
+AIT_DU_8640.SCL,_\WTP\ChlorScrubber\AIT_DU_8640\SCL,real,1,60,1,0.1
+AIT_DU_8641.SCL,_\WTP\ChlorScrubber\AIT_DU_8641\SCL,real,1,60,1,0.1
+AIT_DU_8642.SCL,_\WTP\ChlorScrubber\AIT_DU_8642\SCL,real,1,60,1,0.1
+AIT_DU_8643.SCL,_\WTP\ChlorScrubber\AIT_DU_8643\SCL,real,1,60,1,0.1
+AIT_DU_8644.SCL,_\WTP\ChlorScrubber\AIT_DU_8644\SCL,real,1,60,1,0.1
+AIT_DU_8645.SCL,_\WTP\ChlorScrubber\AIT_DU_8645\SCL,real,1,60,1,0.1
+AIT8809.SCL,_\WTP\Dechlor\Tank_12\AIT8809\SCL,real,1,60,1,0.1
+AIT8811.SCL,_\WTP\Dechlor\Tank_12\AIT8811\SCL,real,1,60,1,0.1
+AIT8803.SCL,_\WTP\Dechlor\Tank_3\AIT8803\SCL,real,1,60,1,0.1
+AIT8805.SCL,_\WTP\Dechlor\Tank_3\AIT8805\SCL,real,1,60,1,0.1
+SCU_1.Effluent_Turbidity,_\WTP\SCU1\EFF_NTU\SCL,real,1,60,3,0.001
+SCU_1.Effluent_pH,_\WTP\SCU1\EFF_PH\SCL,real,1,60,2,0.01
+Act_Carb_Tank_001.Tank_Level_L,_\WTP\SCU1\LIT\SCL,real,1,60,1,0.1
+SCU_1.Level,_\WTP\SCU1\LIT\SCL,real,1,60,1,0.1
+SCU_1.Level_mm,_\WTP\SCU1\LIT\SCL2,real,1,60,1,0.1
+SCU_2.Effluent_Turbidity,_\WTP\SCU2\EFF_NTU\SCL,real,1,60,3,0.001
+SCU_2.Effluent_pH,_\WTP\SCU2\EFF_PH\SCL,real,1,60,2,0.01
+SCU_2.Level,_\WTP\SCU2\LIT\SCL,real,1,60,1,0.1
+SCU_2.Level_mm,_\WTP\SCU2\LIT\SCL2,real,1,60,1,0.1
+SCU_3.Effluent_Turbidity,_\WTP\SCU3\EFF_NTU\SCL,real,1,60,3,0.001
+SCU_3.Effluent_pH,_\WTP\SCU3\EFF_PH\SCL,real,1,60,2,0.01
+SCU_3.Level,_\WTP\SCU3\LIT\SCL,real,1,60,1,0.1
+SCU_3.Level_mm,_\WTP\SCU3\LIT\SCL2,real,1,60,1,0.1
+SCU_4.Effluent_Turbidity,_\WTP\SCU4\EFF_NTU\SCL,real,1,60,3,0.001
+SCU_4.Effluent_pH,_\WTP\SCU4\EFF_PH\SCL,real,1,60,2,0.01
+SCU_4.Level,_\WTP\SCU4\LIT\SCL,real,1,60,1,0.1
+SCU_4.Level_mm,_\WTP\SCU4\LIT\SCL2,real,1,60,1,0.1
+SCU_4.Raw_Turbidity_Max_SP,_\WTP\SCU4\RAW\AIT_RAW_NTU\AH\ALM_SP,real,1,60,3,0.001
+SCU_4.Raw_Turbidity,_\WTP\SCU4\RAW\AIT_RAW_NTU\SCL,real,1,60,3,0.001
+SCU_4.Raw_pH,_\WTP\SCU4\RAW\AIT_RAW_PH\SCL,real,1,60,2,0.01
+SCU_4.4_SCU_PIT_SCL,_\WTP\SCU4\RAW\PIT_RAW\SCL,real,1,60,1,0.1
+SCU_4.Raw_Temperature,_\WTP\SCU4\RAW\TIT_RAW\SCL,real,1,60,1,0.1
+SCU_5.Effluent_Turbidity,_\WTP\SCU5\EFF_NTU\SCL,real,1,60,3,0.001
+SCU_5.Effluent_pH,_\WTP\SCU5\EFF_PH\SCL,real,1,60,2,0.01
+SCU_5.Level,_\WTP\SCU5\LIT\SCL,real,1,60,1,0.1
+SCU_5.Sludge_Level,_\WTP\SCU5\LIT_SLUDGE\SCL,real,1,60,1,0.1
+SCU_5.Raw_Turbidity,_\WTP\SCU5\RAW\AIT_RAW_NTU\SCL,real,1,60,3,0.001
+SCU_5.Raw_pH,_\WTP\SCU5\RAW\AIT_RAW_PH\SCL,real,1,60,2,0.01
+SCU_5.5_SCU_PIT_SCL,_\WTP\SCU5\RAW\PIT_RAW\SCL,real,1,60,1,0.1
+SCU_5.Raw_Temperature,_\WTP\SCU5\RAW\TIT_RAW\SCL,real,1,60,1,0.1
+ALUM.P1_Spd_Feedback,_\WWTP\CP_100\FIL\ALUM\Pump_1\YI,real,1,60,1,0.1
+ALUM.P2_Spd_Feedback,_\WWTP\CP_100\FIL\ALUM\Pump_2\YI,real,1,60,1,0.1
+ALUM.P3_Spd_Feedback,_\WWTP\CP_100\FIL\ALUM\Pump_2\YI,real,1,60,1,0.1
+RSS_P1.CLARIFIER_SLUDGE_LVL,_\WWTP\CP_100\SEC_CLA\P1_Sludge_Level\SCL,real,1,60,1,0.1
+RSS_P3.CLARIFIER_SLUDGE_LVL,_\WWTP\CP_100\SEC_CLA\P3_Sludge_Level\SCL,real,1,60,1,0.1
+FEP_PIT_1.SCL,_\WWTP\FEP\FEP_PIT_1\SCL,real,1,60,1,0.1
+SCB_LT_1.SCL,_\WWTP\FEP\SCB_LT_1\SCL,real,1,60,1,0.1
+Airport_System.Suction_Pressure,_\DRS\Airport_BS\PIT_101\SCL,real,1,60,1,0.1
+Southlands_Lift.FIT_102_Total,_\DRS\Southlands_LS\FIT_102\TOTALIZE\TOTAL,integer,1,60,0,1
+Southview_Res.Start_Fill_SP,_\DRS\Southview_Reservoir\_SP\Start_Fill_SP\SP,real,1,60,1,0.1
+Southview_Res.Stop_Fill_SP,_\DRS\Southview_Reservoir\_SP\Stop_Fill_SP\SP,real,1,60,1,0.1
+Southview_Res.Pump_1_Runtime,_\DRS\Southview_Reservoir\BP_101\RUN_TIME\HOURS,integer,1,60,0,1
+Southview_Res.Pump_2_Runtime,_\DRS\Southview_Reservoir\BP_102\RUN_TIME\HOURS,integer,1,60,0,1
+Southview_Res.Pump_3_Runtime,_\DRS\Southview_Reservoir\BP_103\RUN_TIME\HOURS,integer,1,60,0,1
+Southview_Res.FCV_Position,_\DRS\Southview_Reservoir\FCV_Position\ZI,real,1,60,1,0.1
+Act_Carb_System.DSG_SCU1_SP,_\WTP\ActiveCarbon\_SP\DSG_SCU1_SP\SP,real,1,60,1,0.1
+Act_Carb_System.DSG_SCU2_SP,_\WTP\ActiveCarbon\_SP\DSG_SCU2_SP\SP,real,1,60,1,0.1
+Act_Carb_System.DSG_SCU3_SP,_\WTP\ActiveCarbon\_SP\DSG_SCU3_SP\SP,real,1,60,1,0.1
+Act_Carb_System.DSG_SCU4_SP,_\WTP\ActiveCarbon\_SP\DSG_SCU4_SP\SP,real,1,60,1,0.1
+Act_Carb_System.DSG_SCU5_SP,_\WTP\ActiveCarbon\_SP\DSG_SCU5_SP\SP,real,1,60,1,0.1
+Alum_System.Dosage_SCU2_SP,_\WTP\AlumSystem\_SP\Dosage\SCU2_DOSAGE_SP\SP,real,1,60,1,0.1
+Alum_System.Dosage_SCU3_SP,_\WTP\AlumSystem\_SP\Dosage\SCU3_DOSAGE_SP\SP,real,1,60,1,0.1
+Alum_System.Dosage_SCU4_SP,_\WTP\AlumSystem\_SP\Dosage\SCU4_DOSAGE_SP\SP,real,1,60,1,0.1
+Alum_System.Dosage_SCU5_SP,_\WTP\AlumSystem\_SP\Dosage\SCU5_DOSAGE_SP\SP,real,1,60,1,0.1
+Alum_System.Daily_Total,_\WTP\AlumSystem\FQIT\TOTAL_TODAY,integer,1,60,0,1
+Highlift_Pump_010.Discharge_Valve_Position,_\WTP\Distribution\HLPs\HIGH_LIFT_10\FCV_HLP\ZI,real,1,60,1,0.1
+Highlift_Pump_012.Discharge_Valve_Position,_\WTP\Distribution\HLPs\HIGH_LIFT_12\FCV_HLP\ZI,real,1,60,1,0.1
+SCU_1.Flow_Total,_\WTP\SCU1\FQIT\TOTAL,integer,1,60,0,1
+SCU_2.Flow_Total,_\WTP\SCU2\FQIT\TOTAL,integer,1,60,0,1
+SCU_3.Flow_Total,_\WTP\SCU3\FQIT\TOTAL,integer,1,60,0,1
+SCU_4.Flow_Total,_\WTP\SCU4\FQIT\TOTAL,integer,1,60,0,1
+SCU_4.Raw_pH_Max_SP,_\WTP\SCU4\RAW\AIT_RAW_PH\AH\ALM_SP,real,1,60,2,0.01
+SCU_4.Raw_pH_Min_SP,_\WTP\SCU4\RAW\AIT_RAW_PH\AL\ALM_SP,real,1,60,2,0.01
+RSS.RETURN_FLOW,_\WWTP\CP_100\FIL\RSS\RETURN_FLOW,real,1,60,1,0.1
+RSS_P1.RUNTIME_TOT_HOURS,_\WWTP\CP_100\FIL\RSS\RSS1\RUN_TIME\HOURS,integer,1,60,0,1
+RSS_P1.SC,_\WWTP\CP_100\FIL\RSS\RSS1\SC\AUTO,real,1,60,1,0.1
+RSS_P1.SC_OUT,_\WWTP\CP_100\FIL\RSS\RSS1\SC\CONTR,real,1,60,1,0.1
+RSS_P3.RUNTIME_TOT_HOURS,_\WWTP\CP_100\FIL\RSS\RSS3\RUN_TIME\HOURS,integer,1,60,0,1
+RSS_P3.SC,_\WWTP\CP_100\FIL\RSS\RSS3\SC\AUTO,real,1,60,1,0.1
+RSS_P3.SC_OUT,_\WWTP\CP_100\FIL\RSS\RSS3\SC\CONTR,real,1,60,1,0.1

main.py

@@ -4,8 +4,10 @@ import sys
 import os
 import requests
 import pyodbc
+import pytz
 import subprocess
 import time
+
 from typing import List, Union
 from datetime import datetime, timezone, timedelta
 
@@ -48,9 +50,8 @@ class HistoricalTag:
 
 # aveva_query()
 # ----------------------
-# 
 def aveva_query(historical_tags: List[HistoricalTag], start_time: datetime, end_time: datetime):
-
+    
     current_start_time = start_time
     current_end_time = start_time
 
@@ -65,9 +66,12 @@ def aveva_query(historical_tags: List[HistoricalTag], start_time: datetime, end_
         else:
             current_end_time = current_end_time + timedelta(days=92)
 
-        tag_mappings.append(aveva_query_date(historical_tags, current_start_time, current_end_time))
+        query_mappings = aveva_query_date(historical_tags, current_start_time, current_end_time)
-        current_start_time = current_start_time + timedelta(days=92)
 
+        for mapping in query_mappings:
+            tag_mappings.append(mapping)
+
+        current_start_time = current_start_time + timedelta(days=92)
 
     write_tagmapping_to_file(dir_path + "TagMapping.csv", tag_mappings)
     
@@ -101,8 +105,8 @@ def aveva_query_date(historical_tags: List[HistoricalTag], start_time: datetime,
         ft_end_time = '"'  + str(end_time.astimezone(timezone.utc)) + '"' 
         ft_tag_str = '['  + str(tag.name_source) + ']'
 
-        query = f"SELECT * FROM OpenQuery(INSQL, 'SELECT DateTime, {ft_tag_str} FROM WideHistory WHERE DateTime >=" + \
+        query = f"SELECT * FROM OpenQuery(INSQL, 'SELECT DateTime, {ft_tag_str} FROM WideHistory WHERE DateTime >= " + \
-            f"{ft_start_time} AND DateTime <= {ft_end_time} AND wwRetrievalMode = {retrieval_mode}" + \
+            f"{ft_start_time} AND DateTime <= {ft_end_time} AND wwRetrievalMode = {retrieval_mode} " + \
             f"AND wwResolution = {str(tag.interval * 1000)}')"
 
         cursor = connection.cursor()
@@ -406,7 +410,7 @@ def postprocess_values(values: List[Union[int, float, None]]):
 
 
 def prepare_file_for_tag(tag: HistoricalTag, values: List[Union[int, float, None]], dir_path: str, current_end_time: datetime, append=False) -> str:
-    if values is None:
+    if len(values) == 0:
         print("No values found")
         return ""
     else:
@@ -468,6 +472,8 @@ def write_tagmapping_to_file(output_file: str, tag_mappings: List[str]):
     with open(output_file, mode='a', newline='', encoding='utf-8') as csvfile:
         csv_writer = csv.writer(csvfile)
 
+        print(len(tag_mappings))
+
         for mapping in tag_mappings:
             csv_writer.writerow(mapping)
 
@@ -490,7 +496,7 @@ def write_values_to_file(output_file: str, values: List[Union[int, float, None]]
         for value_pair in values:
             timestamp, value = value_pair
             if value is not None:
-                utc_dt = datetime.utcfromtimestamp(timestamp)
+                utc_dt = datetime.fromtimestamp(timestamp, config_tz)
                 formatted_timestamp = utc_dt.strftime(
                     '%Y-%m-%d %H:%M:%S.%f')[:-3]
                 csv_writer.writerow([formatted_timestamp, value])
@@ -504,9 +510,9 @@ def write_values_to_file(output_file: str, values: List[Union[int, float, None]]
 
 
 def weeks_since_date(timestamp, date=(1601, 1, 1)):
-    dt = datetime.utcfromtimestamp(timestamp)
+    utc_dt = datetime.fromtimestamp(timestamp, config_tz)
     start_date = datetime(*date)
-    delta = dt - start_date
+    delta = utc_dt - start_date
     weeks = delta.days // 7
 
     return weeks
@@ -528,7 +534,7 @@ config = toml.load("setup.toml")
 
 tags_path = config['system']['tags_path']
 output_path = config['system']['output_path']
-system_timezone = config['system']['system_timezone']
+config_timezone = config['system']['system_timezone']
 application_user = config['user']['application_user']
 application_pass = config['user']['application_pass']
 
@@ -540,12 +546,14 @@ if len(sys.argv) == 4:
     year, month, day = map(int, str(sys.argv[3]).split("-"))
     end_time = datetime(year, month, day, 0, 0, 0)
 
+    config_tz = pytz.timezone(config_timezone)
+
     print("")
 
     historical_tags = read_tags(tags_path)
 
-    for tag in historical_tags:
+    #for tag in historical_tags:
-        print(tag)
+    #    print(tag)
 
     if query_type == "VTScada":
         print_text('VTScada Data Query')

setup.toml

@@ -8,7 +8,7 @@ output_path = "output\\"
 system_timezone = "Canada/Mountain"
 
 [aveva]
-server_name = "HIST002"
+server_name = "192.168.1.41"
 database_name = "Runtime"
 
 [vtscada]