diff --git a/input/tags.csv b/input/tags.csv index 4830092..b72b59a 100644 --- a/input/tags.csv +++ b/input/tags.csv @@ -3,3 +3,15 @@ temp\old_value1,temp\new_value1,real,1,20,2,0 temp\old_value2,temp\new_value2,integer,10,100,0,0 temp\old_value3,temp\new_value3,real,1.5,100,2,0 temp\old_value4,temp\new_value4,boolean,1,9,0,0 +temp\old_value5,temp\new_value5,real,1,20,2,0 +temp\old_value6,temp\new_value6,integer,10,100,0,0 +temp\old_value7,temp\new_value7,real,1.5,100,2,0 +temp\old_value8,temp\new_value8,boolean,1,9,0,0 +temp\old_value9,temp\new_value9,real,1,10,2,0 +temp\old_value10,temp\new_value10,integer,1,10,0,0 +temp\old_value11,temp\new_value11,real,1,10,4,0 +temp\old_value12,temp\new_value12,boolean,1,10,0,0 +temp\old_value13,temp\new_value13,real,1,12,4,0 +temp\old_value14,temp\new_value14,integer,1,13,0,0 +temp\old_value15,temp\new_value15,real,1,14,4,0 +temp\old_value16,temp\new_value16,boolean,1,15,0,0 diff --git a/main.py b/main.py index c7cb684..d887278 100644 --- a/main.py +++ b/main.py @@ -1,6 +1,7 @@ import csv import toml import sys +import os import requests from typing import List, Union from datetime import datetime, timezone, timedelta @@ -11,6 +12,9 @@ from datetime import datetime, timezone, timedelta # Classes # ---------------------- +# HistoricalTag +# ---------------------- + class HistoricalTag: def __init__(self, @@ -39,6 +43,8 @@ class HistoricalTag: # Functions # ---------------------- +# compress_and_scale_real() +# ---------------------- def compress_and_scale_real(values: List[Union[int, float, None]], deadband: float, scale_factor: float, precision: int) -> List[Union[int, float, None]]: compressed_values = [] working_value = None @@ -56,6 +62,9 @@ def compress_and_scale_real(values: List[Union[int, float, None]], deadband: flo return compressed_values +# compress_boolean() +# ---------------------- + def compress_boolean(values: List[Union[int, float, None]]) -> List[Union[int, float, None]]: compressed_values = [] @@ -73,20 +82,25 @@ def compress_boolean(values: List[Union[int, float, None]]) -> List[Union[int, f return compressed_values +# create_directory() +# ---------------------- + def create_directory(path): if not os.path.exists(path): os.makedirs(path) +# print_text() +# ---------------------- + def print_text(text: str): print(r'-------------------------------------------------------------------------------------------------------') print(text) print(r'-------------------------------------------------------------------------------------------------------') - -def map_tags(): - print("-- Mapping Tags --") +# query_vtscada_tag() +# ---------------------- def query_vtscada_tag(historical_tag: HistoricalTag, ft_start_time: datetime, ft_end_time: datetime) -> List[Union[int, float, None]]: @@ -104,22 +118,25 @@ def query_vtscada_tag(historical_tag: HistoricalTag, ft_start_time: datetime, ft url = "http://" + server + ":" + realm_port + \ "/" + realm_name + "/REST/SQLQuery?query=" + query - print_text(url) + # print_text(url) response = requests.get(url, auth=(application_user, application_pass)) returned = response.json() return returned['results']['values'] +# query_vtscada() +# ---------------------- + def query_vtscada(historical_tags: List[HistoricalTag], start_time: datetime, end_time: datetime): - current_start_time = start_time current_end_time = start_time + timedelta(days=1) while current_start_time < end_time: - dir_path = output_path + start_time.year + \ - "_" + start_time.month + start_time.day + print("Querying data for: " + str(current_start_time.year) + " " + + str(current_start_time.month) + " " + str(current_start_time.day)) + dir_path = output_path + str(start_time.year) + "\\" create_directory(dir_path) ft_start_time = "'" + \ @@ -130,25 +147,46 @@ def query_vtscada(historical_tags: List[HistoricalTag], start_time: datetime, en tag_mappings = [] for tag in historical_tags: - print(tag.name_source) values = query_vtscada_tag(tag, ft_start_time, ft_end_time) + output_file = prepare_file_for_tag( + tag, values, dir_path, current_end_time) - if values is None: - print("No values found") - else: - if tag.tag_type == "real" or tag.tag_type == "integer": - compressed_values = compress_and_scale_real( - values, tag.deadband, tag.scale_factor, tag.precision) - else: - compressed_values = compress_boolean(values) - - output_file = tag.name_source.replace('\\', '_') + ".csv" - full_output_file = output_path + output_file - - write_values_to_file(full_output_file, compressed_values) + if output_file != "": tag_mappings.append((output_file, tag.name_dest)) - write_tagmapping_to_file(output_path + "TagMapping.csv", tag_mappings) + write_tagmapping_to_file( + dir_path + "TagMapping.csv", tag_mappings) + + current_start_time += timedelta(days=1) + current_end_time += timedelta(days=1) + +# prepare_file_for_tag() +# ---------------------- + + +def prepare_file_for_tag(tag: HistoricalTag, values: List[Union[int, float, None]], dir_path: str, current_end_time: datetime) -> str: + if values is None: + print("No values found") + return "" + else: + output_file = "" + + if tag.tag_type == "real" or tag.tag_type == "integer": + compressed_values = compress_and_scale_real( + values, tag.deadband, tag.scale_factor, tag.precision) + else: + compressed_values = compress_boolean(values) + + if len(compressed_values) != 0: + output_file = tag.name_source.replace('\\', '_') + "_" + str(current_end_time.year) + str( + current_end_time.month) + str(current_end_time.day) + ".csv" + full_output_file = dir_path + output_file + write_values_to_file(full_output_file, compressed_values) + + return output_file + +# write_values_to_file() +# ---------------------- def write_values_to_file(output_file: str, values: List[Union[int, float, None]]): @@ -163,9 +201,12 @@ def write_values_to_file(output_file: str, values: List[Union[int, float, None]] '%Y-%m-%d %H:%M:%S.%f')[:-3] csv_writer.writerow([formatted_timestamp, value]) +# write_tagmappings_to_file() +# ---------------------- + def write_tagmapping_to_file(output_file: str, tag_mappings: List[str]): - with open(output_file, mode='w', newline='', encoding='utf-8') as csvfile: + with open(output_file, mode='a', newline='', encoding='utf-8') as csvfile: csv_writer = csv.writer(csvfile) for mapping in tag_mappings: @@ -176,8 +217,6 @@ def write_tagmapping_to_file(output_file: str, tag_mappings: List[str]): # ---------------------- # Read in the list of tags and set the mapping parameters for each tag and construct the groupings required for the # query - - def read_tags(file_path: str) -> List[HistoricalTag]: historical_tags = [] @@ -217,8 +256,6 @@ server = config['vtscada']['server_name'] realm_port = config['vtscada']['realm_port'] realm_name = config['vtscada']['realm_name'] -# timezone = pytz.timezone(system_timezone) - if len(sys.argv) == 4: query_type = sys.argv[1] diff --git a/output/TagMapping.csv b/output/TagMapping.csv deleted file mode 100644 index d78a4a0..0000000 --- a/output/TagMapping.csv +++ /dev/null @@ -1,4 +0,0 @@ -temp_old_value1.csv,temp\new_value1 -temp_old_value2.csv,temp\new_value2 -temp_old_value3.csv,temp\new_value3 -temp_old_value4.csv,temp\new_value4 diff --git a/output/temp_old_value1.csv b/output/temp_old_value1.csv deleted file mode 100644 index 494fc37..0000000 --- a/output/temp_old_value1.csv +++ /dev/null @@ -1,603 +0,0 @@ -2023-05-01 17:59:40.000,43198.74 -2023-05-01 18:00:00.000,43209.74 -2023-05-01 18:00:20.000,43229.74 -2023-05-01 18:00:40.000,43249.75 -2023-05-01 18:01:00.000,43269.75 -2023-05-01 18:01:20.000,43289.75 -2023-05-01 18:01:40.000,43309.75 -2023-05-01 18:02:00.000,43329.75 -2023-05-01 18:02:20.000,43349.75 -2023-05-01 18:02:40.000,43369.75 -2023-05-01 18:03:00.000,43389.75 -2023-05-01 18:03:20.000,43409.75 -2023-05-01 18:03:40.000,43429.75 -2023-05-01 18:04:00.000,43449.75 -2023-05-01 18:04:20.000,43469.75 -2023-05-01 18:04:40.000,43489.75 -2023-05-01 18:05:00.000,43509.75 -2023-05-01 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