MyEMS /
myems
| Conditions | 110 |
| Total Lines | 572 |
| Code Lines | 427 |
| Lines | 572 |
| Ratio | 100 % |
| Changes | 0 | ||
Small methods make your code easier to understand, in particular if combined with a good name. Besides, if your method is small, finding a good name is usually much easier.
For example, if you find yourself adding comments to a method's body, this is usually a good sign to extract the commented part to a new method, and use the comment as a starting point when coming up with a good name for this new method.
Commonly applied refactorings include:
If many parameters/temporary variables are present:
Complex classes like reports.meterplan.Reporting.on_get() often do a lot of different things. To break such a class down, we need to identify a cohesive component within that class. A common approach to find such a component is to look for fields/methods that share the same prefixes, or suffixes.
Once you have determined the fields that belong together, you can apply the Extract Class refactoring. If the component makes sense as a sub-class, Extract Subclass is also a candidate, and is often faster.
| 1 | import re |
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| 34 | @staticmethod |
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| 35 | def on_get(req, resp): |
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| 36 | if 'API-KEY' not in req.headers or \ |
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| 37 | not isinstance(req.headers['API-KEY'], str) or \ |
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| 38 | len(str.strip(req.headers['API-KEY'])) == 0: |
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| 39 | access_control(req) |
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| 40 | else: |
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| 41 | api_key_control(req) |
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| 42 | print(req.params) |
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| 43 | # this procedure accepts meter id or meter uuid to identify a meter |
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| 44 | meter_id = req.params.get('meterid') |
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| 45 | meter_uuid = req.params.get('meteruuid') |
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| 46 | period_type = req.params.get('periodtype') |
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| 47 | base_period_start_datetime_local = req.params.get('baseperiodstartdatetime') |
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| 48 | base_period_end_datetime_local = req.params.get('baseperiodenddatetime') |
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| 49 | reporting_period_start_datetime_local = req.params.get('reportingperiodstartdatetime') |
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| 50 | reporting_period_end_datetime_local = req.params.get('reportingperiodenddatetime') |
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| 51 | language = req.params.get('language') |
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| 52 | quick_mode = req.params.get('quickmode') |
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| 53 | |||
| 54 | ################################################################################################################ |
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| 55 | # Step 1: valid parameters |
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| 56 | ################################################################################################################ |
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| 57 | if meter_id is None and meter_uuid is None: |
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| 58 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', description='API.INVALID_METER_ID') |
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| 59 | |||
| 60 | if meter_id is not None: |
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| 61 | meter_id = str.strip(meter_id) |
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| 62 | if not meter_id.isdigit() or int(meter_id) <= 0: |
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| 63 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 64 | description='API.INVALID_METER_ID') |
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| 65 | |||
| 66 | if meter_uuid is not None: |
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| 67 | 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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| 68 | match = regex.match(str.strip(meter_uuid)) |
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| 69 | if not bool(match): |
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| 70 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 71 | description='API.INVALID_METER_UUID') |
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| 72 | |||
| 73 | if period_type is None: |
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| 74 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 75 | description='API.INVALID_PERIOD_TYPE') |
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| 76 | else: |
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| 77 | period_type = str.strip(period_type) |
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| 78 | if period_type not in ['hourly', 'daily', 'weekly', 'monthly', 'yearly']: |
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| 79 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 80 | description='API.INVALID_PERIOD_TYPE') |
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| 81 | |||
| 82 | timezone_offset = int(config.utc_offset[1:3]) * 60 + int(config.utc_offset[4:6]) |
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| 83 | if config.utc_offset[0] == '-': |
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| 84 | timezone_offset = -timezone_offset |
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| 85 | |||
| 86 | base_start_datetime_utc = None |
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| 87 | if base_period_start_datetime_local is not None and len(str.strip(base_period_start_datetime_local)) > 0: |
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| 88 | base_period_start_datetime_local = str.strip(base_period_start_datetime_local) |
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| 89 | try: |
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| 90 | base_start_datetime_utc = datetime.strptime(base_period_start_datetime_local, '%Y-%m-%dT%H:%M:%S') |
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| 91 | except ValueError: |
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| 92 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 93 | description="API.INVALID_BASE_PERIOD_START_DATETIME") |
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| 94 | base_start_datetime_utc = \ |
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| 95 | base_start_datetime_utc.replace(tzinfo=timezone.utc) - timedelta(minutes=timezone_offset) |
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| 96 | # nomalize the start datetime |
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| 97 | if config.minutes_to_count == 30 and base_start_datetime_utc.minute >= 30: |
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| 98 | base_start_datetime_utc = base_start_datetime_utc.replace(minute=30, second=0, microsecond=0) |
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| 99 | else: |
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| 100 | base_start_datetime_utc = base_start_datetime_utc.replace(minute=0, second=0, microsecond=0) |
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| 101 | |||
| 102 | base_end_datetime_utc = None |
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| 103 | if base_period_end_datetime_local is not None and len(str.strip(base_period_end_datetime_local)) > 0: |
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| 104 | base_period_end_datetime_local = str.strip(base_period_end_datetime_local) |
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| 105 | try: |
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| 106 | base_end_datetime_utc = datetime.strptime(base_period_end_datetime_local, '%Y-%m-%dT%H:%M:%S') |
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| 107 | except ValueError: |
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| 108 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 109 | description="API.INVALID_BASE_PERIOD_END_DATETIME") |
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| 110 | base_end_datetime_utc = \ |
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| 111 | base_end_datetime_utc.replace(tzinfo=timezone.utc) - timedelta(minutes=timezone_offset) |
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| 112 | |||
| 113 | if base_start_datetime_utc is not None and base_end_datetime_utc is not None and \ |
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| 114 | base_start_datetime_utc >= base_end_datetime_utc: |
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| 115 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 116 | description='API.INVALID_BASE_PERIOD_END_DATETIME') |
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| 117 | |||
| 118 | if reporting_period_start_datetime_local is None: |
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| 119 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 120 | description="API.INVALID_REPORTING_PERIOD_START_DATETIME") |
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| 121 | else: |
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| 122 | reporting_period_start_datetime_local = str.strip(reporting_period_start_datetime_local) |
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| 123 | try: |
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| 124 | reporting_start_datetime_utc = datetime.strptime(reporting_period_start_datetime_local, |
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| 125 | '%Y-%m-%dT%H:%M:%S') |
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| 126 | except ValueError: |
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| 127 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 128 | description="API.INVALID_REPORTING_PERIOD_START_DATETIME") |
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| 129 | reporting_start_datetime_utc = \ |
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| 130 | reporting_start_datetime_utc.replace(tzinfo=timezone.utc) - timedelta(minutes=timezone_offset) |
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| 131 | # nomalize the start datetime |
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| 132 | if config.minutes_to_count == 30 and reporting_start_datetime_utc.minute >= 30: |
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| 133 | reporting_start_datetime_utc = reporting_start_datetime_utc.replace(minute=30, second=0, microsecond=0) |
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| 134 | else: |
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| 135 | reporting_start_datetime_utc = reporting_start_datetime_utc.replace(minute=0, second=0, microsecond=0) |
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| 136 | |||
| 137 | if reporting_period_end_datetime_local is None: |
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| 138 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 139 | description="API.INVALID_REPORTING_PERIOD_END_DATETIME") |
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| 140 | else: |
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| 141 | reporting_period_end_datetime_local = str.strip(reporting_period_end_datetime_local) |
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| 142 | try: |
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| 143 | reporting_end_datetime_utc = datetime.strptime(reporting_period_end_datetime_local, |
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| 144 | '%Y-%m-%dT%H:%M:%S') |
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| 145 | except ValueError: |
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| 146 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 147 | description="API.INVALID_REPORTING_PERIOD_END_DATETIME") |
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| 148 | reporting_end_datetime_utc = reporting_end_datetime_utc.replace(tzinfo=timezone.utc) - \ |
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| 149 | timedelta(minutes=timezone_offset) |
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| 150 | |||
| 151 | if reporting_start_datetime_utc >= reporting_end_datetime_utc: |
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| 152 | raise falcon.HTTPError(status=falcon.HTTP_400, title='API.BAD_REQUEST', |
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| 153 | description='API.INVALID_REPORTING_PERIOD_END_DATETIME') |
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| 154 | |||
| 155 | # if turn quick mode on, do not return parameters data and excel file |
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| 156 | is_quick_mode = False |
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| 157 | if quick_mode is not None and \ |
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| 158 | len(str.strip(quick_mode)) > 0 and \ |
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| 159 | str.lower(str.strip(quick_mode)) in ('true', 't', 'on', 'yes', 'y'): |
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| 160 | is_quick_mode = True |
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| 161 | |||
| 162 | trans = utilities.get_translation(language) |
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| 163 | trans.install() |
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| 164 | _ = trans.gettext |
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| 165 | |||
| 166 | ################################################################################################################ |
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| 167 | # Step 2: query the meter and energy category |
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| 168 | ################################################################################################################ |
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| 169 | cnx_system = mysql.connector.connect(**config.myems_system_db) |
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| 170 | cursor_system = cnx_system.cursor() |
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| 171 | |||
| 172 | cnx_energy = mysql.connector.connect(**config.myems_energy_db) |
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| 173 | cursor_energy = cnx_energy.cursor() |
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| 174 | |||
| 175 | cnx_energy_plan = mysql.connector.connect(**config.myems_energy_plan_db) |
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| 176 | cursor_energy_plan = cnx_energy_plan.cursor() |
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| 177 | |||
| 178 | cnx_historical = mysql.connector.connect(**config.myems_historical_db) |
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| 179 | cursor_historical = cnx_historical.cursor() |
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| 180 | |||
| 181 | if meter_id is not None: |
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| 182 | cursor_system.execute(" SELECT m.id, m.name, m.cost_center_id, m.energy_category_id, " |
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| 183 | " ec.name, ec.unit_of_measure, ec.kgce, ec.kgco2e " |
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| 184 | " FROM tbl_meters m, tbl_energy_categories ec " |
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| 185 | " WHERE m.id = %s AND m.energy_category_id = ec.id ", (meter_id,)) |
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| 186 | row_meter = cursor_system.fetchone() |
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| 187 | elif meter_uuid is not None: |
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| 188 | cursor_system.execute(" SELECT m.id, m.name, m.cost_center_id, m.energy_category_id, " |
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| 189 | " ec.name, ec.unit_of_measure, ec.kgce, ec.kgco2e " |
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| 190 | " FROM tbl_meters m, tbl_energy_categories ec " |
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| 191 | " WHERE m.uuid = %s AND m.energy_category_id = ec.id ", (meter_uuid,)) |
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| 192 | row_meter = cursor_system.fetchone() |
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| 193 | |||
| 194 | if row_meter is None: |
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| 195 | if cursor_system: |
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| 196 | cursor_system.close() |
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| 197 | if cnx_system: |
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| 198 | cnx_system.close() |
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| 199 | |||
| 200 | if cursor_energy: |
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| 201 | cursor_energy.close() |
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| 202 | if cnx_energy: |
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| 203 | cnx_energy.close() |
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| 204 | |||
| 205 | if cursor_energy_plan: |
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| 206 | cursor_energy_plan.close() |
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| 207 | if cnx_energy_plan: |
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| 208 | cnx_energy_plan.close() |
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| 209 | |||
| 210 | if cursor_historical: |
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| 211 | cursor_historical.close() |
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| 212 | if cnx_historical: |
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| 213 | cnx_historical.close() |
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| 214 | raise falcon.HTTPError(status=falcon.HTTP_404, title='API.NOT_FOUND', description='API.METER_NOT_FOUND') |
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| 215 | |||
| 216 | meter = dict() |
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| 217 | meter['id'] = row_meter[0] |
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| 218 | meter['name'] = row_meter[1] |
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| 219 | meter['cost_center_id'] = row_meter[2] |
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| 220 | meter['energy_category_id'] = row_meter[3] |
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| 221 | meter['energy_category_name'] = row_meter[4] |
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| 222 | meter['unit_of_measure'] = row_meter[5] |
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| 223 | meter['kgce'] = row_meter[6] |
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| 224 | meter['kgco2e'] = row_meter[7] |
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| 225 | |||
| 226 | ################################################################################################################ |
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| 227 | # Step 3: query associated points |
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| 228 | ################################################################################################################ |
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| 229 | point_list = list() |
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| 230 | cursor_system.execute(" SELECT p.id, p.name, p.units, p.object_type " |
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| 231 | " FROM tbl_meters m, tbl_meters_points mp, tbl_points p " |
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| 232 | " WHERE m.id = %s AND m.id = mp.meter_id AND mp.point_id = p.id " |
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| 233 | " ORDER BY p.id ", (meter['id'],)) |
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| 234 | rows_points = cursor_system.fetchall() |
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| 235 | if rows_points is not None and len(rows_points) > 0: |
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| 236 | for row in rows_points: |
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| 237 | point_list.append({"id": row[0], "name": row[1], "units": row[2], "object_type": row[3]}) |
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| 238 | |||
| 239 | ################################################################################################################ |
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| 240 | # Step 4: query base period energy saving |
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| 241 | ################################################################################################################ |
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| 242 | base = dict() |
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| 243 | base['timestamps'] = list() |
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| 244 | base['values_plan'] = list() |
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| 245 | base['values_actual'] = list() |
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| 246 | base['values_saving'] = list() |
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| 247 | base['total_in_category_plan'] = Decimal(0.0) |
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| 248 | base['total_in_category_actual'] = Decimal(0.0) |
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| 249 | base['total_in_category_saving'] = Decimal(0.0) |
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| 250 | base['total_in_kgce_plan'] = Decimal(0.0) |
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| 251 | base['total_in_kgce_actual'] = Decimal(0.0) |
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| 252 | base['total_in_kgce_saving'] = Decimal(0.0) |
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| 253 | base['total_in_kgco2e_plan'] = Decimal(0.0) |
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| 254 | base['total_in_kgco2e_actual'] = Decimal(0.0) |
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| 255 | base['total_in_kgco2e_saving'] = Decimal(0.0) |
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| 256 | |||
| 257 | # query base period plan |
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| 258 | cursor_energy_plan.execute(" SELECT start_datetime_utc, actual_value " |
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| 259 | " FROM tbl_meter_hourly " |
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| 260 | " WHERE meter_id = %s " |
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| 261 | " AND start_datetime_utc >= %s " |
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| 262 | " AND start_datetime_utc < %s " |
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| 263 | " ORDER BY start_datetime_utc ", |
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| 264 | (meter['id'], |
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| 265 | base_start_datetime_utc, |
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| 266 | base_end_datetime_utc)) |
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| 267 | rows_meter_hourly = cursor_energy_plan.fetchall() |
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| 268 | |||
| 269 | rows_meter_periodically = utilities.aggregate_hourly_data_by_period(rows_meter_hourly, |
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| 270 | base_start_datetime_utc, |
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| 271 | base_end_datetime_utc, |
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| 272 | period_type) |
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| 273 | |||
| 274 | for row_meter_periodically in rows_meter_periodically: |
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| 275 | current_datetime_local = row_meter_periodically[0].replace(tzinfo=timezone.utc) + \ |
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| 276 | timedelta(minutes=timezone_offset) |
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| 277 | if period_type == 'hourly': |
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| 278 | current_datetime = current_datetime_local.strftime('%Y-%m-%dT%H:%M:%S') |
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| 279 | elif period_type == 'daily': |
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| 280 | current_datetime = current_datetime_local.strftime('%Y-%m-%d') |
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| 281 | elif period_type == 'weekly': |
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| 282 | current_datetime = current_datetime_local.strftime('%Y-%m-%d') |
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| 283 | elif period_type == 'monthly': |
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| 284 | current_datetime = current_datetime_local.strftime('%Y-%m') |
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| 285 | elif period_type == 'yearly': |
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| 286 | current_datetime = current_datetime_local.strftime('%Y') |
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| 287 | |||
| 288 | actual_value = Decimal(0.0) if row_meter_periodically[1] is None else row_meter_periodically[1] |
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| 289 | base['timestamps'].append(current_datetime) |
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| 290 | base['values_plan'].append(actual_value) |
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| 291 | base['total_in_category_plan'] += actual_value |
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| 292 | base['total_in_kgce_plan'] += actual_value * meter['kgce'] |
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| 293 | base['total_in_kgco2e_plan'] += actual_value * meter['kgco2e'] |
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| 294 | |||
| 295 | # query base period actual |
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| 296 | query = (" SELECT start_datetime_utc, actual_value " |
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| 297 | " FROM tbl_meter_hourly " |
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| 298 | " WHERE meter_id = %s " |
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| 299 | " AND start_datetime_utc >= %s " |
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| 300 | " AND start_datetime_utc < %s " |
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| 301 | " ORDER BY start_datetime_utc ") |
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| 302 | cursor_energy.execute(query, (meter['id'], base_start_datetime_utc, base_end_datetime_utc)) |
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| 303 | rows_meter_hourly = cursor_energy.fetchall() |
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| 304 | |||
| 305 | rows_meter_periodically = utilities.aggregate_hourly_data_by_period(rows_meter_hourly, |
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| 306 | base_start_datetime_utc, |
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| 307 | base_end_datetime_utc, |
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| 308 | period_type) |
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| 309 | |||
| 310 | for row_meter_periodically in rows_meter_periodically: |
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| 311 | current_datetime_local = row_meter_periodically[0].replace(tzinfo=timezone.utc) + \ |
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| 312 | timedelta(minutes=timezone_offset) |
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| 313 | if period_type == 'hourly': |
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| 314 | current_datetime = current_datetime_local.strftime('%Y-%m-%dT%H:%M:%S') |
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| 315 | elif period_type == 'daily': |
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| 316 | current_datetime = current_datetime_local.strftime('%Y-%m-%d') |
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| 317 | elif period_type == 'weekly': |
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| 318 | current_datetime = current_datetime_local.strftime('%Y-%m-%d') |
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| 319 | elif period_type == 'monthly': |
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| 320 | current_datetime = current_datetime_local.strftime('%Y-%m') |
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| 321 | elif period_type == 'yearly': |
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| 322 | current_datetime = current_datetime_local.strftime('%Y') |
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| 323 | |||
| 324 | actual_value = Decimal(0.0) if row_meter_periodically[1] is None else row_meter_periodically[1] |
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| 325 | base['values_actual'].append(actual_value) |
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| 326 | base['total_in_category_actual'] += actual_value |
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| 327 | base['total_in_kgce_actual'] += actual_value * meter['kgce'] |
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| 328 | base['total_in_kgco2e_actual'] += actual_value * meter['kgco2e'] |
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| 329 | |||
| 330 | # calculate base period saving |
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| 331 | for i in range(len(base['values_plan'])): |
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| 332 | base['values_saving'].append(base['values_plan'][i] - base['values_actual'][i]) |
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| 333 | |||
| 334 | base['total_in_category_saving'] = base['total_in_category_plan'] - base['total_in_category_actual'] |
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| 335 | base['total_in_kgce_saving'] = base['total_in_kgce_plan'] - base['total_in_kgce_actual'] |
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| 336 | base['total_in_kgco2e_saving'] = base['total_in_kgco2e_plan'] - base['total_in_kgco2e_actual'] |
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| 337 | |||
| 338 | ################################################################################################################ |
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| 339 | # Step 5: query reporting period energy saving |
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| 340 | ################################################################################################################ |
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| 341 | reporting = dict() |
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| 342 | reporting['timestamps'] = list() |
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| 343 | reporting['values_plan'] = list() |
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| 344 | reporting['values_actual'] = list() |
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| 345 | reporting['values_saving'] = list() |
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| 346 | reporting['rates_saving'] = list() |
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| 347 | reporting['total_in_category_plan'] = Decimal(0.0) |
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| 348 | reporting['total_in_category_actual'] = Decimal(0.0) |
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| 349 | reporting['total_in_category_saving'] = Decimal(0.0) |
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| 350 | reporting['total_in_kgce_plan'] = Decimal(0.0) |
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| 351 | reporting['total_in_kgce_actual'] = Decimal(0.0) |
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| 352 | reporting['total_in_kgce_saving'] = Decimal(0.0) |
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| 353 | reporting['total_in_kgco2e_plan'] = Decimal(0.0) |
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| 354 | reporting['total_in_kgco2e_actual'] = Decimal(0.0) |
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| 355 | reporting['total_in_kgco2e_saving'] = Decimal(0.0) |
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| 356 | |||
| 357 | # query reporting period plan |
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| 358 | cursor_energy_plan.execute(" SELECT start_datetime_utc, actual_value " |
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| 359 | " FROM tbl_meter_hourly " |
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| 360 | " WHERE meter_id = %s " |
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| 361 | " AND start_datetime_utc >= %s " |
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| 362 | " AND start_datetime_utc < %s " |
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| 363 | " ORDER BY start_datetime_utc ", |
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| 364 | (meter['id'], |
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| 365 | reporting_start_datetime_utc, |
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| 366 | reporting_end_datetime_utc)) |
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| 367 | rows_meter_hourly = cursor_energy_plan.fetchall() |
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| 368 | |||
| 369 | rows_meter_periodically = utilities.aggregate_hourly_data_by_period(rows_meter_hourly, |
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| 370 | reporting_start_datetime_utc, |
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| 371 | reporting_end_datetime_utc, |
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| 372 | period_type) |
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| 373 | |||
| 374 | for row_meter_periodically in rows_meter_periodically: |
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| 375 | current_datetime_local = row_meter_periodically[0].replace(tzinfo=timezone.utc) + \ |
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| 376 | timedelta(minutes=timezone_offset) |
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| 377 | if period_type == 'hourly': |
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| 378 | current_datetime = current_datetime_local.strftime('%Y-%m-%dT%H:%M:%S') |
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| 379 | elif period_type == 'daily': |
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| 380 | current_datetime = current_datetime_local.strftime('%Y-%m-%d') |
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| 381 | elif period_type == 'weekly': |
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| 382 | current_datetime = current_datetime_local.strftime('%Y-%m-%d') |
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| 383 | elif period_type == 'monthly': |
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| 384 | current_datetime = current_datetime_local.strftime('%Y-%m') |
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| 385 | elif period_type == 'yearly': |
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| 386 | current_datetime = current_datetime_local.strftime('%Y') |
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| 387 | |||
| 388 | actual_value = Decimal(0.0) if row_meter_periodically[1] is None else row_meter_periodically[1] |
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| 389 | reporting['timestamps'].append(current_datetime) |
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| 390 | reporting['values_plan'].append(actual_value) |
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| 391 | reporting['total_in_category_plan'] += actual_value |
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| 392 | reporting['total_in_kgce_plan'] += actual_value * meter['kgce'] |
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| 393 | reporting['total_in_kgco2e_plan'] += actual_value * meter['kgco2e'] |
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| 394 | |||
| 395 | # query reporting period actual |
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| 396 | query = (" SELECT start_datetime_utc, actual_value " |
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| 397 | " FROM tbl_meter_hourly " |
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| 398 | " WHERE meter_id = %s " |
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| 399 | " AND start_datetime_utc >= %s " |
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| 400 | " AND start_datetime_utc < %s " |
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| 401 | " ORDER BY start_datetime_utc ") |
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| 402 | cursor_energy.execute(query, (meter['id'], reporting_start_datetime_utc, reporting_end_datetime_utc)) |
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| 403 | rows_meter_hourly = cursor_energy.fetchall() |
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| 404 | |||
| 405 | rows_meter_periodically = utilities.aggregate_hourly_data_by_period(rows_meter_hourly, |
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| 406 | reporting_start_datetime_utc, |
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| 407 | reporting_end_datetime_utc, |
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| 408 | period_type) |
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| 409 | |||
| 410 | for row_meter_periodically in rows_meter_periodically: |
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| 411 | current_datetime_local = row_meter_periodically[0].replace(tzinfo=timezone.utc) + \ |
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| 412 | timedelta(minutes=timezone_offset) |
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| 413 | if period_type == 'hourly': |
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| 414 | current_datetime = current_datetime_local.strftime('%Y-%m-%dT%H:%M:%S') |
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| 415 | elif period_type == 'daily': |
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| 416 | current_datetime = current_datetime_local.strftime('%Y-%m-%d') |
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| 417 | elif period_type == 'weekly': |
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| 418 | current_datetime = current_datetime_local.strftime('%Y-%m-%d') |
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| 419 | elif period_type == 'monthly': |
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| 420 | current_datetime = current_datetime_local.strftime('%Y-%m') |
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| 421 | elif period_type == 'yearly': |
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| 422 | current_datetime = current_datetime_local.strftime('%Y') |
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| 423 | |||
| 424 | actual_value = Decimal(0.0) if row_meter_periodically[1] is None else row_meter_periodically[1] |
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| 425 | reporting['values_actual'].append(actual_value) |
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| 426 | reporting['total_in_category_actual'] += actual_value |
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| 427 | reporting['total_in_kgce_actual'] += actual_value * meter['kgce'] |
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| 428 | reporting['total_in_kgco2e_actual'] += actual_value * meter['kgco2e'] |
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| 429 | |||
| 430 | # calculate base period saving |
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| 431 | for i in range(len(reporting['values_plan'])): |
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| 432 | reporting['values_saving'].append(reporting['values_plan'][i] - reporting['values_actual'][i]) |
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| 433 | |||
| 434 | reporting['total_in_category_saving'] = \ |
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| 435 | reporting['total_in_category_plan'] - reporting['total_in_category_actual'] |
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| 436 | reporting['total_in_kgce_saving'] = \ |
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| 437 | reporting['total_in_kgce_plan'] - reporting['total_in_kgce_actual'] |
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| 438 | reporting['total_in_kgco2e_saving'] = \ |
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| 439 | reporting['total_in_kgco2e_plan'] - reporting['total_in_kgco2e_actual'] |
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| 440 | |||
| 441 | for index, value in enumerate(reporting['values_saving']): |
||
| 442 | if index < len(base['values_saving']) and base['values_saving'][index] != 0 and value != 0: |
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| 443 | reporting['rates_saving'].append((value - base['values_saving'][index]) / base['values_saving'][index]) |
||
| 444 | else: |
||
| 445 | reporting['rates_saving'].append(None) |
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| 446 | |||
| 447 | ################################################################################################################ |
||
| 448 | # Step 6: query tariff data |
||
| 449 | ################################################################################################################ |
||
| 450 | parameters_data = dict() |
||
| 451 | parameters_data['names'] = list() |
||
| 452 | parameters_data['timestamps'] = list() |
||
| 453 | parameters_data['values'] = list() |
||
| 454 | if config.is_tariff_appended and not is_quick_mode: |
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| 455 | tariff_dict = utilities.get_energy_category_tariffs(meter['cost_center_id'], |
||
| 456 | meter['energy_category_id'], |
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| 457 | reporting_start_datetime_utc, |
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| 458 | reporting_end_datetime_utc) |
||
| 459 | tariff_timestamp_list = list() |
||
| 460 | tariff_value_list = list() |
||
| 461 | for k, v in tariff_dict.items(): |
||
| 462 | # convert k from utc to local |
||
| 463 | k = k + timedelta(minutes=timezone_offset) |
||
| 464 | tariff_timestamp_list.append(k.isoformat()[0:19]) |
||
| 465 | tariff_value_list.append(v) |
||
| 466 | |||
| 467 | parameters_data['names'].append(_('Tariff') + '-' + meter['energy_category_name']) |
||
| 468 | parameters_data['timestamps'].append(tariff_timestamp_list) |
||
| 469 | parameters_data['values'].append(tariff_value_list) |
||
| 470 | |||
| 471 | ################################################################################################################ |
||
| 472 | # Step 7: query associated points data |
||
| 473 | ################################################################################################################ |
||
| 474 | if not is_quick_mode: |
||
| 475 | for point in point_list: |
||
| 476 | point_values = [] |
||
| 477 | point_timestamps = [] |
||
| 478 | if point['object_type'] == 'ENERGY_VALUE': |
||
| 479 | query = (" SELECT utc_date_time, actual_value " |
||
| 480 | " FROM tbl_energy_value " |
||
| 481 | " WHERE point_id = %s " |
||
| 482 | " AND utc_date_time BETWEEN %s AND %s " |
||
| 483 | " ORDER BY utc_date_time ") |
||
| 484 | cursor_historical.execute(query, (point['id'], |
||
| 485 | reporting_start_datetime_utc, |
||
| 486 | reporting_end_datetime_utc)) |
||
| 487 | rows = cursor_historical.fetchall() |
||
| 488 | |||
| 489 | if rows is not None and len(rows) > 0: |
||
| 490 | for row in rows: |
||
| 491 | current_datetime_local = row[0].replace(tzinfo=timezone.utc) + \ |
||
| 492 | timedelta(minutes=timezone_offset) |
||
| 493 | current_datetime = current_datetime_local.strftime('%Y-%m-%dT%H:%M:%S') |
||
| 494 | point_timestamps.append(current_datetime) |
||
| 495 | point_values.append(row[1]) |
||
| 496 | elif point['object_type'] == 'ANALOG_VALUE': |
||
| 497 | query = (" SELECT utc_date_time, actual_value " |
||
| 498 | " FROM tbl_analog_value " |
||
| 499 | " WHERE point_id = %s " |
||
| 500 | " AND utc_date_time BETWEEN %s AND %s " |
||
| 501 | " ORDER BY utc_date_time ") |
||
| 502 | cursor_historical.execute(query, (point['id'], |
||
| 503 | reporting_start_datetime_utc, |
||
| 504 | reporting_end_datetime_utc)) |
||
| 505 | rows = cursor_historical.fetchall() |
||
| 506 | |||
| 507 | if rows is not None and len(rows) > 0: |
||
| 508 | for row in rows: |
||
| 509 | current_datetime_local = row[0].replace(tzinfo=timezone.utc) + \ |
||
| 510 | timedelta(minutes=timezone_offset) |
||
| 511 | current_datetime = current_datetime_local.strftime('%Y-%m-%dT%H:%M:%S') |
||
| 512 | point_timestamps.append(current_datetime) |
||
| 513 | point_values.append(row[1]) |
||
| 514 | elif point['object_type'] == 'DIGITAL_VALUE': |
||
| 515 | query = (" SELECT utc_date_time, actual_value " |
||
| 516 | " FROM tbl_digital_value " |
||
| 517 | " WHERE point_id = %s " |
||
| 518 | " AND utc_date_time BETWEEN %s AND %s " |
||
| 519 | " ORDER BY utc_date_time ") |
||
| 520 | cursor_historical.execute(query, (point['id'], |
||
| 521 | reporting_start_datetime_utc, |
||
| 522 | reporting_end_datetime_utc)) |
||
| 523 | rows = cursor_historical.fetchall() |
||
| 524 | |||
| 525 | if rows is not None and len(rows) > 0: |
||
| 526 | for row in rows: |
||
| 527 | current_datetime_local = row[0].replace(tzinfo=timezone.utc) + \ |
||
| 528 | timedelta(minutes=timezone_offset) |
||
| 529 | current_datetime = current_datetime_local.strftime('%Y-%m-%dT%H:%M:%S') |
||
| 530 | point_timestamps.append(current_datetime) |
||
| 531 | point_values.append(row[1]) |
||
| 532 | |||
| 533 | parameters_data['names'].append(point['name'] + ' (' + point['units'] + ')') |
||
| 534 | parameters_data['timestamps'].append(point_timestamps) |
||
| 535 | parameters_data['values'].append(point_values) |
||
| 536 | |||
| 537 | ################################################################################################################ |
||
| 538 | # Step 8: construct the report |
||
| 539 | ################################################################################################################ |
||
| 540 | if cursor_system: |
||
| 541 | cursor_system.close() |
||
| 542 | if cnx_system: |
||
| 543 | cnx_system.close() |
||
| 544 | |||
| 545 | if cursor_energy: |
||
| 546 | cursor_energy.close() |
||
| 547 | if cnx_energy: |
||
| 548 | cnx_energy.close() |
||
| 549 | |||
| 550 | if cursor_energy_plan: |
||
| 551 | cursor_energy_plan.close() |
||
| 552 | if cnx_energy_plan: |
||
| 553 | cnx_energy_plan.close() |
||
| 554 | |||
| 555 | if cursor_historical: |
||
| 556 | cursor_historical.close() |
||
| 557 | if cnx_historical: |
||
| 558 | cnx_historical.close() |
||
| 559 | result = { |
||
| 560 | "meter": { |
||
| 561 | "cost_center_id": meter['cost_center_id'], |
||
| 562 | "energy_category_id": meter['energy_category_id'], |
||
| 563 | "energy_category_name": meter['energy_category_name'], |
||
| 564 | "unit_of_measure": meter['unit_of_measure'], |
||
| 565 | "kgce": meter['kgce'], |
||
| 566 | "kgco2e": meter['kgco2e'], |
||
| 567 | }, |
||
| 568 | "base_period": { |
||
| 569 | "total_in_category_saving": base['total_in_category_saving'], |
||
| 570 | "total_in_kgce_saving": base['total_in_kgce_saving'], |
||
| 571 | "total_in_kgco2e_saving": base['total_in_kgco2e_saving'], |
||
| 572 | "timestamps": base['timestamps'], |
||
| 573 | "values_saving": base['values_saving'] |
||
| 574 | }, |
||
| 575 | "reporting_period": { |
||
| 576 | "increment_rate_saving": |
||
| 577 | (reporting['total_in_category_saving'] - base['total_in_category_saving']) / |
||
| 578 | base['total_in_category_saving'] |
||
| 579 | if base['total_in_category_saving'] != Decimal(0.0) else None, |
||
| 580 | "total_in_category_saving": reporting['total_in_category_saving'], |
||
| 581 | "total_in_kgce_saving": reporting['total_in_kgce_saving'], |
||
| 582 | "total_in_kgco2e_saving": reporting['total_in_kgco2e_saving'], |
||
| 583 | "timestamps": reporting['timestamps'], |
||
| 584 | "values_saving": reporting['values_saving'], |
||
| 585 | "rates_saving": reporting['rates_saving'], |
||
| 586 | }, |
||
| 587 | "parameters": { |
||
| 588 | "names": parameters_data['names'], |
||
| 589 | "timestamps": parameters_data['timestamps'], |
||
| 590 | "values": parameters_data['values'] |
||
| 591 | }, |
||
| 592 | } |
||
| 593 | # export result to Excel file and then encode the file to base64 string |
||
| 594 | if not is_quick_mode: |
||
| 595 | result['excel_bytes_base64'] = \ |
||
| 596 | excelexporters.metersaving.export(result, |
||
| 597 | meter['name'], |
||
| 598 | base_period_start_datetime_local, |
||
| 599 | base_period_end_datetime_local, |
||
| 600 | reporting_period_start_datetime_local, |
||
| 601 | reporting_period_end_datetime_local, |
||
| 602 | period_type, |
||
| 603 | language) |
||
| 604 | |||
| 605 | resp.text = json.dumps(result) |
||
| 606 |
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