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import re |
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from datetime import datetime, timedelta, timezone |
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from decimal import Decimal |
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import falcon |
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import mysql.connector |
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import simplejson as json |
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import config |
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import excelexporters.equipmentefficiency |
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from core import utilities |
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from core.useractivity import access_control, api_key_control |
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class Reporting: |
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def __init__(self): |
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""""Initializes Reporting""" |
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pass |
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@staticmethod |
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def on_options(req, resp): |
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_ = req |
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resp.status = falcon.HTTP_200 |
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#################################################################################################################### |
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# PROCEDURES |
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# Step 1: valid parameters |
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# Step 2: query the equipment |
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# Step 3: query associated points |
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# Step 4: query associated fractions |
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# Step 5: query fractions' numerator and denominator |
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# Step 6: calculate base period fractions |
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# Step 7: calculate reporting period fractions |
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# Step 8: query associated points data |
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# Step 9: construct the report |
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#################################################################################################################### |
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@staticmethod |
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def on_get(req, resp): |
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if 'API-KEY' not in req.headers or \ |
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not isinstance(req.headers['API-KEY'], str) or \ |
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len(str.strip(req.headers['API-KEY'])) == 0: |
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access_control(req) |
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else: |
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api_key_control(req) |
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print(req.params) |
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equipment_id = req.params.get('equipmentid') |
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equipment_uuid = req.params.get('equipmentuuid') |
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period_type = req.params.get('periodtype') |
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base_period_start_datetime_local = req.params.get('baseperiodstartdatetime') |
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base_period_end_datetime_local = req.params.get('baseperiodenddatetime') |
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reporting_period_start_datetime_local = req.params.get('reportingperiodstartdatetime') |
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reporting_period_end_datetime_local = req.params.get('reportingperiodenddatetime') |
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language = req.params.get('language') |
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quick_mode = req.params.get('quickmode') |
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################################################################################################################ |
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# Step 1: valid parameters |
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################################################################################################################ |
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if equipment_id is None and equipment_uuid is None: |
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raise falcon.HTTPError(status=falcon.HTTP_400, |
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title='API.BAD_REQUEST', |
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description='API.INVALID_EQUIPMENT_ID') |
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if equipment_id is not None: |
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equipment_id = str.strip(equipment_id) |
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if not equipment_id.isdigit() or int(equipment_id) <= 0: |
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raise falcon.HTTPError(status=falcon.HTTP_400, |
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title='API.BAD_REQUEST', |
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description='API.INVALID_EQUIPMENT_ID') |
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if equipment_uuid is not None: |
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regex = re.compile(r'^[a-f0-9]{8}-?[a-f0-9]{4}-?4[a-f0-9]{3}-?[89ab][a-f0-9]{3}-?[a-f0-9]{12}\Z', re.I) |
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match = regex.match(str.strip(equipment_uuid)) |
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if not bool(match): |
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raise falcon.HTTPError(status=falcon.HTTP_400, |
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title='API.BAD_REQUEST', |
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description='API.INVALID_EQUIPMENT_UUID') |
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if period_type is None: |
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raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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description='API.INVALID_PERIOD_TYPE') |
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else: |
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period_type = str.strip(period_type) |
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if period_type not in ['hourly', 'daily', 'weekly', 'monthly', 'yearly']: |
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raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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description='API.INVALID_PERIOD_TYPE') |
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timezone_offset = int(config.utc_offset[1:3]) * 60 + int(config.utc_offset[4:6]) |
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if config.utc_offset[0] == '-': |
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timezone_offset = -timezone_offset |
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base_start_datetime_utc = None |
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if base_period_start_datetime_local is not None and len(str.strip(base_period_start_datetime_local)) > 0: |
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base_period_start_datetime_local = str.strip(base_period_start_datetime_local) |
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try: |
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base_start_datetime_utc = datetime.strptime(base_period_start_datetime_local, '%Y-%m-%dT%H:%M:%S') |
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except ValueError: |
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raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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description="API.INVALID_BASE_PERIOD_START_DATETIME") |
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base_start_datetime_utc = \ |
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base_start_datetime_utc.replace(tzinfo=timezone.utc) - timedelta(minutes=timezone_offset) |
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# nomalize the start datetime |
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if config.minutes_to_count == 30 and base_start_datetime_utc.minute >= 30: |
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base_start_datetime_utc = base_start_datetime_utc.replace(minute=30, second=0, microsecond=0) |
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else: |
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base_start_datetime_utc = base_start_datetime_utc.replace(minute=0, second=0, microsecond=0) |
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base_end_datetime_utc = None |
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if base_period_end_datetime_local is not None and len(str.strip(base_period_end_datetime_local)) > 0: |
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base_period_end_datetime_local = str.strip(base_period_end_datetime_local) |
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try: |
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base_end_datetime_utc = datetime.strptime(base_period_end_datetime_local, '%Y-%m-%dT%H:%M:%S') |
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except ValueError: |
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raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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description="API.INVALID_BASE_PERIOD_END_DATETIME") |
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base_end_datetime_utc = \ |
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base_end_datetime_utc.replace(tzinfo=timezone.utc) - timedelta(minutes=timezone_offset) |
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if base_start_datetime_utc is not None and base_end_datetime_utc is not None and \ |
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base_start_datetime_utc >= base_end_datetime_utc: |
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raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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description='API.INVALID_BASE_PERIOD_END_DATETIME') |
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if reporting_period_start_datetime_local is None: |
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raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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description="API.INVALID_REPORTING_PERIOD_START_DATETIME") |
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else: |
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reporting_period_start_datetime_local = str.strip(reporting_period_start_datetime_local) |
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try: |
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reporting_start_datetime_utc = datetime.strptime(reporting_period_start_datetime_local, |
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'%Y-%m-%dT%H:%M:%S') |
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except ValueError: |
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raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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description="API.INVALID_REPORTING_PERIOD_START_DATETIME") |
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reporting_start_datetime_utc = \ |
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reporting_start_datetime_utc.replace(tzinfo=timezone.utc) - timedelta(minutes=timezone_offset) |
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# nomalize the start datetime |
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if config.minutes_to_count == 30 and reporting_start_datetime_utc.minute >= 30: |
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reporting_start_datetime_utc = reporting_start_datetime_utc.replace(minute=30, second=0, microsecond=0) |
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else: |
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reporting_start_datetime_utc = reporting_start_datetime_utc.replace(minute=0, second=0, microsecond=0) |
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if reporting_period_end_datetime_local is None: |
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raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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description="API.INVALID_REPORTING_PERIOD_END_DATETIME") |
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else: |
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reporting_period_end_datetime_local = str.strip(reporting_period_end_datetime_local) |
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try: |
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reporting_end_datetime_utc = datetime.strptime(reporting_period_end_datetime_local, |
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'%Y-%m-%dT%H:%M:%S').replace(tzinfo=timezone.utc) - \ |
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timedelta(minutes=timezone_offset) |
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except ValueError: |
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raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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description="API.INVALID_REPORTING_PERIOD_END_DATETIME") |
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if reporting_start_datetime_utc >= reporting_end_datetime_utc: |
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raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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description='API.INVALID_REPORTING_PERIOD_END_DATETIME') |
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# if turn quick mode on, do not return parameters data and excel file |
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is_quick_mode = False |
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if quick_mode is not None and \ |
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len(str.strip(quick_mode)) > 0 and \ |
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str.lower(str.strip(quick_mode)) in ('true', 't', 'on', 'yes', 'y'): |
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is_quick_mode = True |
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################################################################################################################ |
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# Step 2: query the equipment |
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################################################################################################################ |
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cnx_system = mysql.connector.connect(**config.myems_system_db) |
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cursor_system = cnx_system.cursor() |
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cnx_energy = mysql.connector.connect(**config.myems_energy_db) |
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cursor_energy = cnx_energy.cursor() |
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cnx_historical = mysql.connector.connect(**config.myems_historical_db) |
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cursor_historical = cnx_historical.cursor() |
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if equipment_id is not None: |
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cursor_system.execute(" SELECT id, name, cost_center_id " |
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" FROM tbl_equipments " |
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" WHERE id = %s ", (equipment_id,)) |
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row_equipment = cursor_system.fetchone() |
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elif equipment_uuid is not None: |
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cursor_system.execute(" SELECT id, name, cost_center_id " |
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" FROM tbl_equipments " |
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" WHERE uuid = %s ", (equipment_uuid,)) |
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row_equipment = cursor_system.fetchone() |
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View Code Duplication |
if row_equipment is None: |
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if cursor_system: |
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cursor_system.close() |
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if cnx_system: |
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cnx_system.close() |
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if cursor_energy: |
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cursor_energy.close() |
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if cnx_energy: |
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cnx_energy.close() |
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if cursor_historical: |
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cursor_historical.close() |
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if cnx_historical: |
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cnx_historical.close() |
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raise falcon.HTTPError(status=falcon.HTTP_404, title='API.NOT_FOUND', description='API.EQUIPMENT_NOT_FOUND') |
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equipment = dict() |
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equipment['id'] = row_equipment[0] |
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equipment['name'] = row_equipment[1] |
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equipment['cost_center_id'] = row_equipment[2] |
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################################################################################################################ |
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# Step 3: query associated points |
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################################################################################################################ |
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point_list = list() |
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cursor_system.execute(" SELECT p.id, ep.name, p.units, p.object_type " |
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" FROM tbl_equipments e, tbl_equipments_parameters ep, tbl_points p " |
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" WHERE e.id = %s AND e.id = ep.equipment_id AND ep.parameter_type = 'point' " |
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" AND ep.point_id = p.id " |
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" ORDER BY p.id ", (equipment['id'],)) |
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rows_points = cursor_system.fetchall() |
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if rows_points is not None and len(rows_points) > 0: |
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for row in rows_points: |
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point_list.append({"id": row[0], "name": row[1], "units": row[2], "object_type": row[3]}) |
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################################################################################################################ |
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# Step 4: query associated fractions |
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################################################################################################################ |
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fraction_list = list() |
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cursor_system.execute(" SELECT id, name, numerator_meter_uuid, denominator_meter_uuid " |
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" FROM tbl_equipments_parameters " |
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" WHERE equipment_id = %s AND parameter_type = 'fraction' ", |
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(equipment['id'],)) |
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rows_fractions = cursor_system.fetchall() |
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if rows_fractions is not None and len(rows_fractions) > 0: |
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for row in rows_fractions: |
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fraction_list.append({"id": row[0], |
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"name": row[1], |
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"numerator_meter_uuid": row[2], |
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"denominator_meter_uuid": row[3], |
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}) |
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241
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################################################################################################################ |
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242
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# Step 5: query fractions' numerator and denominator |
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243
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################################################################################################################ |
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244
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# get all meters |
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meter_dict = dict() |
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246
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query = (" SELECT m.uuid, m.id, m.name, ec.unit_of_measure " |
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247
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" FROM tbl_meters m, tbl_energy_categories ec " |
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" WHERE m.energy_category_id = ec.id ") |
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cursor_system.execute(query) |
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250
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rows_meters = cursor_system.fetchall() |
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252
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if rows_meters is not None and len(rows_meters) > 0: |
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for row in rows_meters: |
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meter_dict[row[0]] = {'id': row[1], 'name': row[2], 'unit': row[3]} |
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255
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# get all offline meters |
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256
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offline_meter_dict = dict() |
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257
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query = (" SELECT m.uuid, m.id, m.name, ec.unit_of_measure " |
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258
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" FROM tbl_offline_meters m, tbl_energy_categories ec " |
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" WHERE m.energy_category_id = ec.id ") |
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cursor_system.execute(query) |
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261
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rows_offline_meters = cursor_system.fetchall() |
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262
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263
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if rows_offline_meters is not None and len(rows_offline_meters) > 0: |
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264
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for row in rows_offline_meters: |
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265
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offline_meter_dict[row[0]] = {'id': row[1], 'name': row[2], 'unit': row[3]} |
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266
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# get all virtual meters |
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267
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virtual_meter_dict = dict() |
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268
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query = (" SELECT m.uuid, m.id, m.name, ec.unit_of_measure " |
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269
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" FROM tbl_virtual_meters m, tbl_energy_categories ec " |
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270
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" WHERE m.energy_category_id = ec.id ") |
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271
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cursor_system.execute(query) |
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272
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rows_virtual_meters = cursor_system.fetchall() |
|
273
|
|
|
|
|
274
|
|
|
if rows_virtual_meters is not None and len(rows_virtual_meters) > 0: |
|
275
|
|
|
for row in rows_virtual_meters: |
|
276
|
|
|
virtual_meter_dict[row[0]] = {'id': row[1], 'name': row[2], 'unit': row[3]} |
|
277
|
|
|
|
|
278
|
|
View Code Duplication |
if fraction_list is not None and len(fraction_list) > 0: |
|
|
|
|
|
|
279
|
|
|
for i in range(len(fraction_list)): |
|
280
|
|
|
if fraction_list[i]['numerator_meter_uuid'] in offline_meter_dict: |
|
281
|
|
|
fraction_list[i]['numerator_meter_id'] = \ |
|
282
|
|
|
offline_meter_dict[fraction_list[i]['numerator_meter_uuid']]['id'] |
|
283
|
|
|
fraction_list[i]['numerator_meter_name'] = \ |
|
284
|
|
|
offline_meter_dict[fraction_list[i]['numerator_meter_uuid']]['name'] |
|
285
|
|
|
fraction_list[i]['numerator_meter_unit'] = \ |
|
286
|
|
|
offline_meter_dict[fraction_list[i]['numerator_meter_uuid']]['unit'] |
|
287
|
|
|
fraction_list[i]['numerator_meter_type'] = 'offline_meter' |
|
288
|
|
|
elif fraction_list[i]['numerator_meter_uuid'] in virtual_meter_dict: |
|
289
|
|
|
fraction_list[i]['numerator_meter_id'] = \ |
|
290
|
|
|
virtual_meter_dict[fraction_list[i]['numerator_meter_uuid']]['id'] |
|
291
|
|
|
fraction_list[i]['numerator_meter_name'] = \ |
|
292
|
|
|
virtual_meter_dict[fraction_list[i]['numerator_meter_uuid']]['name'] |
|
293
|
|
|
fraction_list[i]['numerator_meter_unit'] = \ |
|
294
|
|
|
virtual_meter_dict[fraction_list[i]['numerator_meter_uuid']]['unit'] |
|
295
|
|
|
fraction_list[i]['numerator_meter_type'] = 'virtual_meter' |
|
296
|
|
|
elif fraction_list[i]['numerator_meter_uuid'] in meter_dict: |
|
297
|
|
|
fraction_list[i]['numerator_meter_id'] = \ |
|
298
|
|
|
meter_dict[fraction_list[i]['numerator_meter_uuid']]['id'] |
|
299
|
|
|
fraction_list[i]['numerator_meter_name'] = \ |
|
300
|
|
|
meter_dict[fraction_list[i]['numerator_meter_uuid']]['name'] |
|
301
|
|
|
fraction_list[i]['numerator_meter_unit'] = \ |
|
302
|
|
|
meter_dict[fraction_list[i]['numerator_meter_uuid']]['unit'] |
|
303
|
|
|
fraction_list[i]['numerator_meter_type'] = 'meter' |
|
304
|
|
|
else: |
|
305
|
|
|
del fraction_list[i] |
|
306
|
|
|
continue |
|
307
|
|
|
|
|
308
|
|
|
if fraction_list[i]['denominator_meter_uuid'] in offline_meter_dict: |
|
309
|
|
|
fraction_list[i]['denominator_meter_id'] = \ |
|
310
|
|
|
offline_meter_dict[fraction_list[i]['denominator_meter_uuid']]['id'] |
|
311
|
|
|
fraction_list[i]['denominator_meter_name'] = \ |
|
312
|
|
|
offline_meter_dict[fraction_list[i]['denominator_meter_uuid']]['name'] |
|
313
|
|
|
fraction_list[i]['denominator_meter_unit'] = \ |
|
314
|
|
|
offline_meter_dict[fraction_list[i]['denominator_meter_uuid']]['unit'] |
|
315
|
|
|
fraction_list[i]['denominator_meter_type'] = 'offline_meter' |
|
316
|
|
|
elif fraction_list[i]['denominator_meter_uuid'] in virtual_meter_dict: |
|
317
|
|
|
fraction_list[i]['denominator_meter_id'] = \ |
|
318
|
|
|
virtual_meter_dict[fraction_list[i]['denominator_meter_uuid']]['id'] |
|
319
|
|
|
fraction_list[i]['denominator_meter_name'] = \ |
|
320
|
|
|
virtual_meter_dict[fraction_list[i]['denominator_meter_uuid']]['name'] |
|
321
|
|
|
fraction_list[i]['denominator_meter_unit'] = \ |
|
322
|
|
|
virtual_meter_dict[fraction_list[i]['denominator_meter_uuid']]['unit'] |
|
323
|
|
|
fraction_list[i]['denominator_meter_type'] = 'virtual_meter' |
|
324
|
|
|
elif fraction_list[i]['denominator_meter_uuid'] in meter_dict: |
|
325
|
|
|
fraction_list[i]['denominator_meter_id'] = \ |
|
326
|
|
|
meter_dict[fraction_list[i]['denominator_meter_uuid']]['id'] |
|
327
|
|
|
fraction_list[i]['denominator_meter_name'] = \ |
|
328
|
|
|
meter_dict[fraction_list[i]['denominator_meter_uuid']]['name'] |
|
329
|
|
|
fraction_list[i]['denominator_meter_unit'] = \ |
|
330
|
|
|
meter_dict[fraction_list[i]['denominator_meter_uuid']]['unit'] |
|
331
|
|
|
fraction_list[i]['denominator_meter_type'] = 'meter' |
|
332
|
|
|
else: |
|
333
|
|
|
del fraction_list[i] |
|
334
|
|
|
continue |
|
335
|
|
|
|
|
336
|
|
|
################################################################################################################ |
|
337
|
|
|
# Step 5: calculate base period fractions |
|
338
|
|
|
################################################################################################################ |
|
339
|
|
|
base = dict() |
|
340
|
|
View Code Duplication |
if fraction_list is not None and len(fraction_list) > 0: |
|
|
|
|
|
|
341
|
|
|
for fraction in fraction_list: |
|
342
|
|
|
base[fraction['id']] = dict() |
|
343
|
|
|
base[fraction['id']]['name'] = fraction['name'] |
|
344
|
|
|
base[fraction['id']]['unit'] = fraction['numerator_meter_unit'] + '/' + \ |
|
345
|
|
|
fraction['denominator_meter_unit'] |
|
346
|
|
|
base[fraction['id']]['numerator_timestamps'] = list() |
|
347
|
|
|
base[fraction['id']]['numerator_values'] = list() |
|
348
|
|
|
base[fraction['id']]['numerator_cumulation'] = Decimal(0.0) |
|
349
|
|
|
base[fraction['id']]['denominator_timestamps'] = list() |
|
350
|
|
|
base[fraction['id']]['denominator_values'] = list() |
|
351
|
|
|
base[fraction['id']]['denominator_cumulation'] = Decimal(0.0) |
|
352
|
|
|
base[fraction['id']]['timestamps'] = list() |
|
353
|
|
|
base[fraction['id']]['values'] = list() |
|
354
|
|
|
base[fraction['id']]['cumulation'] = Decimal(0.0) |
|
355
|
|
|
# query numerator meter output |
|
356
|
|
|
if fraction['numerator_meter_type'] == 'meter': |
|
357
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
358
|
|
|
" FROM tbl_meter_hourly " |
|
359
|
|
|
" WHERE meter_id = %s " |
|
360
|
|
|
" AND start_datetime_utc >= %s " |
|
361
|
|
|
" AND start_datetime_utc < %s " |
|
362
|
|
|
" ORDER BY start_datetime_utc ") |
|
363
|
|
|
elif fraction['numerator_meter_type'] == 'offline_meter': |
|
364
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
365
|
|
|
" FROM tbl_offline_meter_hourly " |
|
366
|
|
|
" WHERE offline_meter_id = %s " |
|
367
|
|
|
" AND start_datetime_utc >= %s " |
|
368
|
|
|
" AND start_datetime_utc < %s " |
|
369
|
|
|
" ORDER BY start_datetime_utc ") |
|
370
|
|
|
elif fraction['numerator_meter_type'] == 'virtual_meter': |
|
371
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
372
|
|
|
" FROM tbl_virtual_meter_hourly " |
|
373
|
|
|
" WHERE virtual_meter_id = %s " |
|
374
|
|
|
" AND start_datetime_utc >= %s " |
|
375
|
|
|
" AND start_datetime_utc < %s " |
|
376
|
|
|
" ORDER BY start_datetime_utc ") |
|
377
|
|
|
|
|
378
|
|
|
cursor_energy.execute(query, (fraction['numerator_meter_id'], |
|
379
|
|
|
base_start_datetime_utc, |
|
380
|
|
|
base_end_datetime_utc)) |
|
381
|
|
|
rows_numerator_meter_hourly = cursor_energy.fetchall() |
|
382
|
|
|
|
|
383
|
|
|
rows_numerator_meter_periodically = \ |
|
384
|
|
|
utilities.aggregate_hourly_data_by_period(rows_numerator_meter_hourly, |
|
385
|
|
|
base_start_datetime_utc, |
|
386
|
|
|
base_end_datetime_utc, |
|
387
|
|
|
period_type) |
|
388
|
|
|
# query denominator meter input |
|
389
|
|
|
if fraction['denominator_meter_type'] == 'meter': |
|
390
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
391
|
|
|
" FROM tbl_meter_hourly " |
|
392
|
|
|
" WHERE meter_id = %s " |
|
393
|
|
|
" AND start_datetime_utc >= %s " |
|
394
|
|
|
" AND start_datetime_utc < %s " |
|
395
|
|
|
" ORDER BY start_datetime_utc ") |
|
396
|
|
|
elif fraction['denominator_meter_type'] == 'offline_meter': |
|
397
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
398
|
|
|
" FROM tbl_offline_meter_hourly " |
|
399
|
|
|
" WHERE offline_meter_id = %s " |
|
400
|
|
|
" AND start_datetime_utc >= %s " |
|
401
|
|
|
" AND start_datetime_utc < %s " |
|
402
|
|
|
" ORDER BY start_datetime_utc ") |
|
403
|
|
|
elif fraction['denominator_meter_type'] == 'virtual_meter': |
|
404
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
405
|
|
|
" FROM tbl_virtual_meter_hourly " |
|
406
|
|
|
" WHERE virtual_meter_id = %s " |
|
407
|
|
|
" AND start_datetime_utc >= %s " |
|
408
|
|
|
" AND start_datetime_utc < %s " |
|
409
|
|
|
" ORDER BY start_datetime_utc ") |
|
410
|
|
|
|
|
411
|
|
|
cursor_energy.execute(query, (fraction['denominator_meter_id'], |
|
412
|
|
|
base_start_datetime_utc, |
|
413
|
|
|
base_end_datetime_utc)) |
|
414
|
|
|
rows_denominator_meter_hourly = cursor_energy.fetchall() |
|
415
|
|
|
|
|
416
|
|
|
rows_denominator_meter_periodically = \ |
|
417
|
|
|
utilities.aggregate_hourly_data_by_period(rows_denominator_meter_hourly, |
|
418
|
|
|
base_start_datetime_utc, |
|
419
|
|
|
base_end_datetime_utc, |
|
420
|
|
|
period_type) |
|
421
|
|
|
|
|
422
|
|
|
for row_numerator_meter_periodically in rows_numerator_meter_periodically: |
|
423
|
|
|
current_datetime_local = row_numerator_meter_periodically[0].replace(tzinfo=timezone.utc) + \ |
|
424
|
|
|
timedelta(minutes=timezone_offset) |
|
425
|
|
|
if period_type == 'hourly': |
|
426
|
|
|
current_datetime = current_datetime_local.isoformat()[0:19] |
|
427
|
|
|
elif period_type == 'daily': |
|
428
|
|
|
current_datetime = current_datetime_local.isoformat()[0:10] |
|
429
|
|
|
elif period_type == 'weekly': |
|
430
|
|
|
current_datetime = current_datetime_local.isoformat()[0:10] |
|
431
|
|
|
elif period_type == 'monthly': |
|
432
|
|
|
current_datetime = current_datetime_local.isoformat()[0:7] |
|
433
|
|
|
elif period_type == 'yearly': |
|
434
|
|
|
current_datetime = current_datetime_local.isoformat()[0:4] |
|
435
|
|
|
|
|
436
|
|
|
actual_value = Decimal(0.0) if row_numerator_meter_periodically[1] is None \ |
|
437
|
|
|
else row_numerator_meter_periodically[1] |
|
438
|
|
|
|
|
439
|
|
|
base[fraction['id']]['numerator_timestamps'].append(current_datetime) |
|
|
|
|
|
|
440
|
|
|
base[fraction['id']]['numerator_values'].append(actual_value) |
|
441
|
|
|
base[fraction['id']]['numerator_cumulation'] += actual_value |
|
442
|
|
|
|
|
443
|
|
|
for row_denominator_meter_periodically in rows_denominator_meter_periodically: |
|
444
|
|
|
current_datetime_local = row_denominator_meter_periodically[0].replace(tzinfo=timezone.utc) + \ |
|
445
|
|
|
timedelta(minutes=timezone_offset) |
|
446
|
|
|
if period_type == 'hourly': |
|
447
|
|
|
current_datetime = current_datetime_local.isoformat()[0:19] |
|
448
|
|
|
elif period_type == 'daily': |
|
449
|
|
|
current_datetime = current_datetime_local.isoformat()[0:10] |
|
450
|
|
|
elif period_type == 'weekly': |
|
451
|
|
|
current_datetime = current_datetime_local.isoformat()[0:10] |
|
452
|
|
|
elif period_type == 'monthly': |
|
453
|
|
|
current_datetime = current_datetime_local.isoformat()[0:7] |
|
454
|
|
|
elif period_type == 'yearly': |
|
455
|
|
|
current_datetime = current_datetime_local.isoformat()[0:4] |
|
456
|
|
|
|
|
457
|
|
|
actual_value = Decimal(0.0) if row_denominator_meter_periodically[1] is None \ |
|
458
|
|
|
else row_denominator_meter_periodically[1] |
|
459
|
|
|
|
|
460
|
|
|
base[fraction['id']]['denominator_timestamps'].append(current_datetime) |
|
461
|
|
|
base[fraction['id']]['denominator_values'].append(actual_value) |
|
462
|
|
|
base[fraction['id']]['denominator_cumulation'] += actual_value |
|
463
|
|
|
|
|
464
|
|
|
for i in range(len(base[fraction['id']]['denominator_timestamps'])): |
|
465
|
|
|
timestamp = base[fraction['id']]['denominator_timestamps'][i] |
|
466
|
|
|
base[fraction['id']]['timestamps'].append(timestamp) |
|
467
|
|
|
value = (base[fraction['id']]['numerator_values'][i] / |
|
468
|
|
|
base[fraction['id']]['denominator_values'][i]) \ |
|
469
|
|
|
if base[fraction['id']]['denominator_values'][i] > Decimal(0.0) else Decimal(0.0) |
|
470
|
|
|
base[fraction['id']]['values'].append(value) |
|
471
|
|
|
|
|
472
|
|
|
cumulation = (base[fraction['id']]['numerator_cumulation'] / |
|
473
|
|
|
base[fraction['id']]['denominator_cumulation']) \ |
|
474
|
|
|
if base[fraction['id']]['denominator_cumulation'] > Decimal(0.0) else Decimal(0.0) |
|
475
|
|
|
base[fraction['id']]['cumulation'] = cumulation |
|
476
|
|
|
|
|
477
|
|
|
################################################################################################################ |
|
478
|
|
|
# Step 6: calculate reporting period fractions |
|
479
|
|
|
################################################################################################################ |
|
480
|
|
|
reporting = dict() |
|
481
|
|
View Code Duplication |
if fraction_list is not None and len(fraction_list) > 0: |
|
|
|
|
|
|
482
|
|
|
for fraction in fraction_list: |
|
483
|
|
|
reporting[fraction['id']] = dict() |
|
484
|
|
|
reporting[fraction['id']]['name'] = fraction['name'] |
|
485
|
|
|
reporting[fraction['id']]['numerator_name'] = fraction['numerator_meter_name'] |
|
486
|
|
|
reporting[fraction['id']]['numerator_unit'] = fraction['numerator_meter_unit'] |
|
487
|
|
|
reporting[fraction['id']]['denominator_name'] = fraction['denominator_meter_name'] |
|
488
|
|
|
reporting[fraction['id']]['denominator_unit'] = fraction['denominator_meter_unit'] |
|
489
|
|
|
reporting[fraction['id']]['unit'] = fraction['numerator_meter_unit'] + '/' + \ |
|
490
|
|
|
fraction['denominator_meter_unit'] |
|
491
|
|
|
reporting[fraction['id']]['numerator_timestamps'] = list() |
|
492
|
|
|
reporting[fraction['id']]['numerator_values'] = list() |
|
493
|
|
|
reporting[fraction['id']]['numerator_cumulation'] = Decimal(0.0) |
|
494
|
|
|
reporting[fraction['id']]['denominator_timestamps'] = list() |
|
495
|
|
|
reporting[fraction['id']]['denominator_values'] = list() |
|
496
|
|
|
reporting[fraction['id']]['denominator_cumulation'] = Decimal(0.0) |
|
497
|
|
|
reporting[fraction['id']]['timestamps'] = list() |
|
498
|
|
|
reporting[fraction['id']]['values'] = list() |
|
499
|
|
|
reporting[fraction['id']]['cumulation'] = Decimal(0.0) |
|
500
|
|
|
# query numerator meter output |
|
501
|
|
|
if fraction['numerator_meter_type'] == 'meter': |
|
502
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
503
|
|
|
" FROM tbl_meter_hourly " |
|
504
|
|
|
" WHERE meter_id = %s " |
|
505
|
|
|
" AND start_datetime_utc >= %s " |
|
506
|
|
|
" AND start_datetime_utc < %s " |
|
507
|
|
|
" ORDER BY start_datetime_utc ") |
|
508
|
|
|
elif fraction['numerator_meter_type'] == 'offline_meter': |
|
509
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
510
|
|
|
" FROM tbl_offline_meter_hourly " |
|
511
|
|
|
" WHERE offline_meter_id = %s " |
|
512
|
|
|
" AND start_datetime_utc >= %s " |
|
513
|
|
|
" AND start_datetime_utc < %s " |
|
514
|
|
|
" ORDER BY start_datetime_utc ") |
|
515
|
|
|
elif fraction['numerator_meter_type'] == 'virtual_meter': |
|
516
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
517
|
|
|
" FROM tbl_virtual_meter_hourly " |
|
518
|
|
|
" WHERE virtual_meter_id = %s " |
|
519
|
|
|
" AND start_datetime_utc >= %s " |
|
520
|
|
|
" AND start_datetime_utc < %s " |
|
521
|
|
|
" ORDER BY start_datetime_utc ") |
|
522
|
|
|
|
|
523
|
|
|
cursor_energy.execute(query, (fraction['numerator_meter_id'], |
|
524
|
|
|
reporting_start_datetime_utc, |
|
525
|
|
|
reporting_end_datetime_utc)) |
|
526
|
|
|
rows_numerator_meter_hourly = cursor_energy.fetchall() |
|
527
|
|
|
|
|
528
|
|
|
rows_numerator_meter_periodically = \ |
|
529
|
|
|
utilities.aggregate_hourly_data_by_period(rows_numerator_meter_hourly, |
|
530
|
|
|
reporting_start_datetime_utc, |
|
531
|
|
|
reporting_end_datetime_utc, |
|
532
|
|
|
period_type) |
|
533
|
|
|
# query denominator meter input |
|
534
|
|
|
if fraction['denominator_meter_type'] == 'meter': |
|
535
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
536
|
|
|
" FROM tbl_meter_hourly " |
|
537
|
|
|
" WHERE meter_id = %s " |
|
538
|
|
|
" AND start_datetime_utc >= %s " |
|
539
|
|
|
" AND start_datetime_utc < %s " |
|
540
|
|
|
" ORDER BY start_datetime_utc ") |
|
541
|
|
|
elif fraction['denominator_meter_type'] == 'offline_meter': |
|
542
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
543
|
|
|
" FROM tbl_offline_meter_hourly " |
|
544
|
|
|
" WHERE offline_meter_id = %s " |
|
545
|
|
|
" AND start_datetime_utc >= %s " |
|
546
|
|
|
" AND start_datetime_utc < %s " |
|
547
|
|
|
" ORDER BY start_datetime_utc ") |
|
548
|
|
|
elif fraction['denominator_meter_type'] == 'virtual_meter': |
|
549
|
|
|
query = (" SELECT start_datetime_utc, actual_value " |
|
550
|
|
|
" FROM tbl_virtual_meter_hourly " |
|
551
|
|
|
" WHERE virtual_meter_id = %s " |
|
552
|
|
|
" AND start_datetime_utc >= %s " |
|
553
|
|
|
" AND start_datetime_utc < %s " |
|
554
|
|
|
" ORDER BY start_datetime_utc ") |
|
555
|
|
|
|
|
556
|
|
|
cursor_energy.execute(query, (fraction['denominator_meter_id'], |
|
557
|
|
|
reporting_start_datetime_utc, |
|
558
|
|
|
reporting_end_datetime_utc)) |
|
559
|
|
|
rows_denominator_meter_hourly = cursor_energy.fetchall() |
|
560
|
|
|
|
|
561
|
|
|
rows_denominator_meter_periodically = \ |
|
562
|
|
|
utilities.aggregate_hourly_data_by_period(rows_denominator_meter_hourly, |
|
563
|
|
|
reporting_start_datetime_utc, |
|
564
|
|
|
reporting_end_datetime_utc, |
|
565
|
|
|
period_type) |
|
566
|
|
|
|
|
567
|
|
|
for row_numerator_meter_periodically in rows_numerator_meter_periodically: |
|
568
|
|
|
current_datetime_local = row_numerator_meter_periodically[0].replace(tzinfo=timezone.utc) + \ |
|
569
|
|
|
timedelta(minutes=timezone_offset) |
|
570
|
|
|
if period_type == 'hourly': |
|
571
|
|
|
current_datetime = current_datetime_local.isoformat()[0:19] |
|
572
|
|
|
elif period_type == 'daily': |
|
573
|
|
|
current_datetime = current_datetime_local.isoformat()[0:10] |
|
574
|
|
|
elif period_type == 'weekly': |
|
575
|
|
|
current_datetime = current_datetime_local.isoformat()[0:10] |
|
576
|
|
|
elif period_type == 'monthly': |
|
577
|
|
|
current_datetime = current_datetime_local.isoformat()[0:7] |
|
578
|
|
|
elif period_type == 'yearly': |
|
579
|
|
|
current_datetime = current_datetime_local.isoformat()[0:4] |
|
580
|
|
|
|
|
581
|
|
|
actual_value = Decimal(0.0) if row_numerator_meter_periodically[1] is None \ |
|
582
|
|
|
else row_numerator_meter_periodically[1] |
|
583
|
|
|
|
|
584
|
|
|
reporting[fraction['id']]['numerator_timestamps'].append(current_datetime) |
|
585
|
|
|
reporting[fraction['id']]['numerator_values'].append(actual_value) |
|
586
|
|
|
reporting[fraction['id']]['numerator_cumulation'] += actual_value |
|
587
|
|
|
|
|
588
|
|
|
for row_denominator_meter_periodically in rows_denominator_meter_periodically: |
|
589
|
|
|
current_datetime_local = row_denominator_meter_periodically[0].replace(tzinfo=timezone.utc) + \ |
|
590
|
|
|
timedelta(minutes=timezone_offset) |
|
591
|
|
|
if period_type == 'hourly': |
|
592
|
|
|
current_datetime = current_datetime_local.isoformat()[0:19] |
|
593
|
|
|
elif period_type == 'daily': |
|
594
|
|
|
current_datetime = current_datetime_local.isoformat()[0:10] |
|
595
|
|
|
elif period_type == 'weekly': |
|
596
|
|
|
current_datetime = current_datetime_local.isoformat()[0:10] |
|
597
|
|
|
elif period_type == 'monthly': |
|
598
|
|
|
current_datetime = current_datetime_local.isoformat()[0:7] |
|
599
|
|
|
elif period_type == 'yearly': |
|
600
|
|
|
current_datetime = current_datetime_local.isoformat()[0:4] |
|
601
|
|
|
|
|
602
|
|
|
actual_value = Decimal(0.0) if row_denominator_meter_periodically[1] is None \ |
|
603
|
|
|
else row_denominator_meter_periodically[1] |
|
604
|
|
|
|
|
605
|
|
|
reporting[fraction['id']]['denominator_timestamps'].append(current_datetime) |
|
606
|
|
|
reporting[fraction['id']]['denominator_values'].append(actual_value) |
|
607
|
|
|
reporting[fraction['id']]['denominator_cumulation'] += actual_value |
|
608
|
|
|
|
|
609
|
|
|
for i in range(len(reporting[fraction['id']]['denominator_timestamps'])): |
|
610
|
|
|
timestamp = reporting[fraction['id']]['denominator_timestamps'][i] |
|
611
|
|
|
reporting[fraction['id']]['timestamps'].append(timestamp) |
|
612
|
|
|
value = reporting[fraction['id']]['numerator_values'][i] / \ |
|
613
|
|
|
reporting[fraction['id']]['denominator_values'][i] \ |
|
614
|
|
|
if reporting[fraction['id']]['denominator_values'][i] > Decimal(0.0) else Decimal(0.0) |
|
615
|
|
|
reporting[fraction['id']]['values'].append(value) |
|
616
|
|
|
|
|
617
|
|
|
cumulation = (reporting[fraction['id']]['numerator_cumulation'] / |
|
618
|
|
|
reporting[fraction['id']]['denominator_cumulation']) \ |
|
619
|
|
|
if reporting[fraction['id']]['denominator_cumulation'] > Decimal(0.0) else Decimal(0.0) |
|
620
|
|
|
reporting[fraction['id']]['cumulation'] = cumulation |
|
621
|
|
|
|
|
622
|
|
|
################################################################################################################ |
|
623
|
|
|
# Step 7: query associated points data |
|
624
|
|
|
################################################################################################################ |
|
625
|
|
|
parameters_data = dict() |
|
626
|
|
|
parameters_data['names'] = list() |
|
627
|
|
|
parameters_data['timestamps'] = list() |
|
628
|
|
|
parameters_data['values'] = list() |
|
629
|
|
|
if not is_quick_mode: |
|
630
|
|
|
for point in point_list: |
|
631
|
|
|
point_values = [] |
|
632
|
|
|
point_timestamps = [] |
|
633
|
|
|
if point['object_type'] == 'ENERGY_VALUE': |
|
634
|
|
|
query = (" SELECT utc_date_time, actual_value " |
|
635
|
|
|
" FROM tbl_energy_value " |
|
636
|
|
|
" WHERE point_id = %s " |
|
637
|
|
|
" AND utc_date_time BETWEEN %s AND %s " |
|
638
|
|
|
" ORDER BY utc_date_time ") |
|
639
|
|
|
cursor_historical.execute(query, (point['id'], |
|
640
|
|
|
reporting_start_datetime_utc, |
|
641
|
|
|
reporting_end_datetime_utc)) |
|
642
|
|
|
rows = cursor_historical.fetchall() |
|
643
|
|
|
|
|
644
|
|
|
if rows is not None and len(rows) > 0: |
|
645
|
|
|
for row in rows: |
|
646
|
|
|
current_datetime_local = row[0].replace(tzinfo=timezone.utc) + \ |
|
647
|
|
|
timedelta(minutes=timezone_offset) |
|
648
|
|
|
current_datetime = current_datetime_local.isoformat()[0:19] |
|
649
|
|
|
point_timestamps.append(current_datetime) |
|
650
|
|
|
point_values.append(row[1]) |
|
651
|
|
|
elif point['object_type'] == 'ANALOG_VALUE': |
|
652
|
|
|
query = (" SELECT utc_date_time, actual_value " |
|
653
|
|
|
" FROM tbl_analog_value " |
|
654
|
|
|
" WHERE point_id = %s " |
|
655
|
|
|
" AND utc_date_time BETWEEN %s AND %s " |
|
656
|
|
|
" ORDER BY utc_date_time ") |
|
657
|
|
|
cursor_historical.execute(query, (point['id'], |
|
658
|
|
|
reporting_start_datetime_utc, |
|
659
|
|
|
reporting_end_datetime_utc)) |
|
660
|
|
|
rows = cursor_historical.fetchall() |
|
661
|
|
|
|
|
662
|
|
|
if rows is not None and len(rows) > 0: |
|
663
|
|
|
for row in rows: |
|
664
|
|
|
current_datetime_local = row[0].replace(tzinfo=timezone.utc) + \ |
|
665
|
|
|
timedelta(minutes=timezone_offset) |
|
666
|
|
|
current_datetime = current_datetime_local.isoformat()[0:19] |
|
667
|
|
|
point_timestamps.append(current_datetime) |
|
668
|
|
|
point_values.append(row[1]) |
|
669
|
|
|
elif point['object_type'] == 'DIGITAL_VALUE': |
|
670
|
|
|
query = (" SELECT utc_date_time, actual_value " |
|
671
|
|
|
" FROM tbl_digital_value " |
|
672
|
|
|
" WHERE point_id = %s " |
|
673
|
|
|
" AND utc_date_time BETWEEN %s AND %s " |
|
674
|
|
|
" ORDER BY utc_date_time ") |
|
675
|
|
|
cursor_historical.execute(query, (point['id'], |
|
676
|
|
|
reporting_start_datetime_utc, |
|
677
|
|
|
reporting_end_datetime_utc)) |
|
678
|
|
|
rows = cursor_historical.fetchall() |
|
679
|
|
|
|
|
680
|
|
|
if rows is not None and len(rows) > 0: |
|
681
|
|
|
for row in rows: |
|
682
|
|
|
current_datetime_local = row[0].replace(tzinfo=timezone.utc) + \ |
|
683
|
|
|
timedelta(minutes=timezone_offset) |
|
684
|
|
|
current_datetime = current_datetime_local.isoformat()[0:19] |
|
685
|
|
|
point_timestamps.append(current_datetime) |
|
686
|
|
|
point_values.append(row[1]) |
|
687
|
|
|
|
|
688
|
|
|
parameters_data['names'].append(point['name'] + ' (' + point['units'] + ')') |
|
689
|
|
|
parameters_data['timestamps'].append(point_timestamps) |
|
690
|
|
|
parameters_data['values'].append(point_values) |
|
691
|
|
|
|
|
692
|
|
|
################################################################################################################ |
|
693
|
|
|
# Step 8: construct the report |
|
694
|
|
|
################################################################################################################ |
|
695
|
|
|
if cursor_system: |
|
696
|
|
|
cursor_system.close() |
|
697
|
|
|
if cnx_system: |
|
698
|
|
|
cnx_system.close() |
|
699
|
|
|
|
|
700
|
|
|
if cursor_energy: |
|
701
|
|
|
cursor_energy.close() |
|
702
|
|
|
if cnx_energy: |
|
703
|
|
|
cnx_energy.close() |
|
704
|
|
|
|
|
705
|
|
|
result = dict() |
|
706
|
|
|
|
|
707
|
|
|
result['equipment'] = dict() |
|
708
|
|
|
result['equipment']['name'] = equipment['name'] |
|
709
|
|
|
|
|
710
|
|
|
result['base_period_efficiency'] = dict() |
|
711
|
|
|
result['base_period_efficiency']['timestamps'] = list() |
|
712
|
|
|
result['base_period_efficiency']['values'] = list() |
|
713
|
|
|
result['base_period_efficiency']['cumulations'] = list() |
|
714
|
|
|
result['base_period_efficiency']['numerator_timestamps'] = list() |
|
715
|
|
|
result['base_period_efficiency']['numerator_values'] = list() |
|
716
|
|
|
result['base_period_efficiency']['numerator_cumulation'] = list() |
|
717
|
|
|
result['base_period_efficiency']['denominator_timestamps'] = list() |
|
718
|
|
|
result['base_period_efficiency']['denominator_values'] = list() |
|
719
|
|
|
result['base_period_efficiency']['denominator_cumulation'] = list() |
|
720
|
|
|
|
|
721
|
|
|
result['reporting_period_efficiency'] = dict() |
|
722
|
|
|
result['reporting_period_efficiency']['names'] = list() |
|
723
|
|
|
result['reporting_period_efficiency']['units'] = list() |
|
724
|
|
|
result['reporting_period_efficiency']['numerator_names'] = list() |
|
725
|
|
|
result['reporting_period_efficiency']['numerator_units'] = list() |
|
726
|
|
|
result['reporting_period_efficiency']['denominator_names'] = list() |
|
727
|
|
|
result['reporting_period_efficiency']['denominator_units'] = list() |
|
728
|
|
|
result['reporting_period_efficiency']['timestamps'] = list() |
|
729
|
|
|
result['reporting_period_efficiency']['values'] = list() |
|
730
|
|
|
result['reporting_period_efficiency']['rates'] = list() |
|
731
|
|
|
result['reporting_period_efficiency']['numerator_timestamps'] = list() |
|
732
|
|
|
result['reporting_period_efficiency']['numerator_values'] = list() |
|
733
|
|
|
result['reporting_period_efficiency']['numerator_rates'] = list() |
|
734
|
|
|
result['reporting_period_efficiency']['denominator_timestamps'] = list() |
|
735
|
|
|
result['reporting_period_efficiency']['denominator_values'] = list() |
|
736
|
|
|
result['reporting_period_efficiency']['denominator_rates'] = list() |
|
737
|
|
|
result['reporting_period_efficiency']['cumulations'] = list() |
|
738
|
|
|
result['reporting_period_efficiency']['numerator_cumulation'] = list() |
|
739
|
|
|
result['reporting_period_efficiency']['denominator_cumulation'] = list() |
|
740
|
|
|
result['reporting_period_efficiency']['increment_rates'] = list() |
|
741
|
|
|
result['reporting_period_efficiency']['increment_rates_num'] = list() |
|
742
|
|
|
result['reporting_period_efficiency']['increment_rates_den'] = list() |
|
743
|
|
|
|
|
744
|
|
View Code Duplication |
if fraction_list is not None and len(fraction_list) > 0: |
|
|
|
|
|
|
745
|
|
|
for fraction in fraction_list: |
|
746
|
|
|
result['base_period_efficiency']['timestamps'].append(base[fraction['id']]['timestamps']) |
|
747
|
|
|
result['base_period_efficiency']['values'].append(base[fraction['id']]['values']) |
|
748
|
|
|
result['base_period_efficiency']['cumulations'].append(base[fraction['id']]['cumulation']) |
|
749
|
|
|
result['base_period_efficiency']['numerator_timestamps'] \ |
|
750
|
|
|
.append(base[fraction['id']]['numerator_timestamps']) |
|
751
|
|
|
result['base_period_efficiency']['numerator_values'] \ |
|
752
|
|
|
.append(base[fraction['id']]['numerator_values']) |
|
753
|
|
|
result['base_period_efficiency']['numerator_cumulation']\ |
|
754
|
|
|
.append(base[fraction['id']]['numerator_cumulation']) |
|
755
|
|
|
result['base_period_efficiency']['denominator_timestamps'] \ |
|
756
|
|
|
.append(base[fraction['id']]['denominator_timestamps']) |
|
757
|
|
|
result['base_period_efficiency']['denominator_values'] \ |
|
758
|
|
|
.append(base[fraction['id']]['denominator_values']) |
|
759
|
|
|
result['base_period_efficiency']['denominator_cumulation'].\ |
|
760
|
|
|
append(base[fraction['id']]['denominator_cumulation']) |
|
761
|
|
|
result['reporting_period_efficiency']['names'].append(reporting[fraction['id']]['name']) |
|
762
|
|
|
result['reporting_period_efficiency']['units'].append(reporting[fraction['id']]['unit']) |
|
763
|
|
|
|
|
764
|
|
|
result['reporting_period_efficiency']['numerator_names'].append( |
|
765
|
|
|
reporting[fraction['id']]['numerator_name']) |
|
766
|
|
|
result['reporting_period_efficiency']['numerator_units'].append( |
|
767
|
|
|
reporting[fraction['id']]['numerator_unit']) |
|
768
|
|
|
result['reporting_period_efficiency']['denominator_names'].append( |
|
769
|
|
|
reporting[fraction['id']]['denominator_name']) |
|
770
|
|
|
result['reporting_period_efficiency']['denominator_units'].append( |
|
771
|
|
|
reporting[fraction['id']]['denominator_unit']) |
|
772
|
|
|
|
|
773
|
|
|
result['reporting_period_efficiency']['timestamps'].append(reporting[fraction['id']]['timestamps']) |
|
774
|
|
|
result['reporting_period_efficiency']['values'].append(reporting[fraction['id']]['values']) |
|
775
|
|
|
result['reporting_period_efficiency']['numerator_timestamps'].append( |
|
776
|
|
|
reporting[fraction['id']]['numerator_timestamps']) |
|
777
|
|
|
result['reporting_period_efficiency']['numerator_values'].append( |
|
778
|
|
|
reporting[fraction['id']]['numerator_values']) |
|
779
|
|
|
result['reporting_period_efficiency']['denominator_timestamps'].append( |
|
780
|
|
|
reporting[fraction['id']]['denominator_timestamps']) |
|
781
|
|
|
result['reporting_period_efficiency']['denominator_values'].append( |
|
782
|
|
|
reporting[fraction['id']]['denominator_values']) |
|
783
|
|
|
result['reporting_period_efficiency']['cumulations'].append(reporting[fraction['id']]['cumulation']) |
|
784
|
|
|
result['reporting_period_efficiency']['numerator_cumulation'].append( |
|
785
|
|
|
reporting[fraction['id']]['numerator_cumulation']) |
|
786
|
|
|
result['reporting_period_efficiency']['denominator_cumulation'].append( |
|
787
|
|
|
reporting[fraction['id']]['denominator_cumulation']) |
|
788
|
|
|
result['reporting_period_efficiency']['increment_rates'].append( |
|
789
|
|
|
(reporting[fraction['id']]['cumulation'] - base[fraction['id']]['cumulation']) / |
|
790
|
|
|
base[fraction['id']]['cumulation'] if base[fraction['id']]['cumulation'] > Decimal(0.0) else None) |
|
791
|
|
|
result['reporting_period_efficiency']['increment_rates_num'].append( |
|
792
|
|
|
(reporting[fraction['id']]['numerator_cumulation'] - base[fraction['id']]['numerator_cumulation']) / |
|
793
|
|
|
base[fraction['id']]['numerator_cumulation'] |
|
794
|
|
|
if base[fraction['id']]['numerator_cumulation'] > Decimal(0.0) else None) |
|
795
|
|
|
result['reporting_period_efficiency']['increment_rates_den'].append( |
|
796
|
|
|
(reporting[fraction['id']]['denominator_cumulation'] - |
|
797
|
|
|
base[fraction['id']]['denominator_cumulation']) / base[fraction['id']]['denominator_cumulation'] |
|
798
|
|
|
if base[fraction['id']]['denominator_cumulation'] > Decimal(0.0) else None) |
|
799
|
|
|
|
|
800
|
|
|
rate = list() |
|
801
|
|
|
for index, value in enumerate(reporting[fraction['id']]['values']): |
|
802
|
|
|
if index < len(base[fraction['id']]['values']) \ |
|
803
|
|
|
and base[fraction['id']]['values'][index] != 0 and value != 0: |
|
804
|
|
|
rate.append((value - base[fraction['id']]['values'][index]) |
|
805
|
|
|
/ base[fraction['id']]['values'][index]) |
|
806
|
|
|
else: |
|
807
|
|
|
rate.append(None) |
|
808
|
|
|
result['reporting_period_efficiency']['rates'].append(rate) |
|
809
|
|
|
|
|
810
|
|
|
numerator_rate = list() |
|
811
|
|
|
for index, value in enumerate(reporting[fraction['id']]['numerator_values']): |
|
812
|
|
|
if index < len(base[fraction['id']]['numerator_values']) \ |
|
813
|
|
|
and base[fraction['id']]['numerator_values'][index] != 0 and value != 0: |
|
814
|
|
|
numerator_rate.append((value - base[fraction['id']]['numerator_values'][index]) |
|
815
|
|
|
/ base[fraction['id']]['numerator_values'][index]) |
|
816
|
|
|
else: |
|
817
|
|
|
numerator_rate.append(None) |
|
818
|
|
|
result['reporting_period_efficiency']['numerator_rates'].append(numerator_rate) |
|
819
|
|
|
|
|
820
|
|
|
denominator_rate = list() |
|
821
|
|
|
for index, value in enumerate(reporting[fraction['id']]['denominator_values']): |
|
822
|
|
|
if index < len(base[fraction['id']]['denominator_values']) \ |
|
823
|
|
|
and base[fraction['id']]['denominator_values'][index] != 0 and value != 0: |
|
824
|
|
|
denominator_rate.append((value - base[fraction['id']]['denominator_values'][index]) |
|
825
|
|
|
/ base[fraction['id']]['denominator_values'][index]) |
|
826
|
|
|
else: |
|
827
|
|
|
denominator_rate.append(None) |
|
828
|
|
|
result['reporting_period_efficiency']['denominator_rates'].append(denominator_rate) |
|
829
|
|
|
|
|
830
|
|
|
result['parameters'] = { |
|
831
|
|
|
"names": parameters_data['names'], |
|
832
|
|
|
"timestamps": parameters_data['timestamps'], |
|
833
|
|
|
"values": parameters_data['values'] |
|
834
|
|
|
} |
|
835
|
|
|
|
|
836
|
|
|
# export result to Excel file and then encode the file to base64 string |
|
837
|
|
|
result['excel_bytes_base64'] = None |
|
838
|
|
|
if not is_quick_mode: |
|
839
|
|
|
result['excel_bytes_base64'] = \ |
|
840
|
|
|
excelexporters.equipmentefficiency.export(result, |
|
841
|
|
|
equipment['name'], |
|
842
|
|
|
base_period_start_datetime_local, |
|
843
|
|
|
base_period_end_datetime_local, |
|
844
|
|
|
reporting_period_start_datetime_local, |
|
845
|
|
|
reporting_period_end_datetime_local, |
|
846
|
|
|
period_type, |
|
847
|
|
|
language) |
|
848
|
|
|
|
|
849
|
|
|
resp.text = json.dumps(result) |
|
850
|
|
|
|
MyEMS /
myems
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