├── .envrc ├── .python-version ├── .streamlit ├── .gitignore └── config.toml ├── savingsessions ├── __init__.py ├── ui.py ├── scripts │ └── check_free_electricity.py ├── db.py ├── api.py └── calculation.py ├── .gitignore ├── ruff.toml ├── README.md ├── pyproject.toml ├── streamlit_app.py ├── flake.nix ├── .devcontainer └── devcontainer.json ├── pages ├── league.py ├── free_electricity.py └── ss.py ├── flake.lock └── poetry.lock /.envrc: -------------------------------------------------------------------------------- 1 | use flake 2 | -------------------------------------------------------------------------------- /.python-version: -------------------------------------------------------------------------------- 1 | 3.11.2 2 | -------------------------------------------------------------------------------- /.streamlit/.gitignore: -------------------------------------------------------------------------------- 1 | secrets.toml 2 | -------------------------------------------------------------------------------- /savingsessions/__init__.py: -------------------------------------------------------------------------------- 1 | B = 1 2 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | api_key.txt 2 | free_sessions.json 3 | -------------------------------------------------------------------------------- /.streamlit/config.toml: -------------------------------------------------------------------------------- 1 | [browser] 2 | gatherUsageStats = false 3 | 4 | [runner] 5 | magicEnabled = false 6 | -------------------------------------------------------------------------------- /ruff.toml: -------------------------------------------------------------------------------- 1 | line-length = 120 2 | target-version = "py311" 3 | 4 | [lint] 5 | # 1. Enable flake8-bugbear (`B`) rules, in addition to the defaults. 6 | select = ["E", "F", "B", "I"] -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # 🐙 Octopus Saving Sessions calculator 2 | 3 | An unofficial Octopus :tm: Saving Session calculator. 4 | 5 | ## Running locally 6 | 7 | git clone https://github.com/barnybug/savingsessions.git 8 | cd savingssessions 9 | python -m venv .venv 10 | source .venv/bin/activate (bash shell) 11 | source .venv/bin/activate.fish (fish shell) 12 | .\.venv\Scripts\activate.bat (Windows) 13 | pip install -r requirements.txt 14 | streamlit run streamlit_app.py 15 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.poetry] 2 | name = "savingsessions" 3 | version = "0.1.0" 4 | description = "" 5 | authors = ["Your Name "] 6 | readme = "README.md" 7 | 8 | [tool.poetry.dependencies] 9 | python = "^3.11" 10 | streamlit = "^1.41.1" 11 | pendulum = "^3.0.0" 12 | rich = "^13.7.0" 13 | supabase = "^2.2.1" 14 | dateparser = "^1.2.0" 15 | 16 | [tool.poetry.group.dev.dependencies] 17 | ruff = "^0.1.6" 18 | 19 | [build-system] 20 | requires = ["poetry-core"] 21 | build-backend = "poetry.core.masonry.api" 22 | 23 | [tool.poetry.scripts] 24 | check_free_electricity = "savingsessions.scripts.check_free_electricity:main" 25 | -------------------------------------------------------------------------------- /streamlit_app.py: -------------------------------------------------------------------------------- 1 | import hashlib 2 | 3 | import numpy as np 4 | import pendulum 5 | import streamlit as st 6 | 7 | from savingsessions import calculation, db 8 | from savingsessions.api import ( 9 | API, 10 | AuthenticationError, 11 | ElectricityMeterPoint, 12 | ) 13 | from savingsessions.ui import debug_message, debug_noop, error, get_account_number, get_product 14 | 15 | 16 | SESSION_START = pendulum.datetime(2024, 12, 1) 17 | 18 | 19 | def main(): 20 | pg = st.navigation( 21 | [ 22 | st.Page("pages/ss.py", title="Saving Sessions", icon="🐙"), 23 | st.Page("pages/league.py", title="League", icon="🏆"), 24 | st.Page("pages/free_electricity.py", title="Free Electricity", icon="🆓"), 25 | ] 26 | ) 27 | pg.run() 28 | 29 | 30 | if __name__ == "__main__": 31 | main() 32 | -------------------------------------------------------------------------------- /savingsessions/ui.py: -------------------------------------------------------------------------------- 1 | import streamlit as st 2 | 3 | from savingsessions.api import API, AuthenticationError 4 | 5 | 6 | def error(msg: str): 7 | st.error(msg, icon="⚠️") 8 | st.stop() 9 | 10 | 11 | def debug_message(msg): 12 | st.write(msg) 13 | 14 | 15 | def debug_noop(msg): 16 | pass 17 | 18 | 19 | @st.cache_data(ttl=None) # never expire 20 | def get_product(code: str): 21 | api = API() # unauthenticated 22 | return api.energy_product(code) 23 | 24 | 25 | def get_account_number(api_key): 26 | api = API() 27 | try: 28 | api.authenticate(api_key) 29 | except AuthenticationError: 30 | error("Authentication error, check your API key") 31 | 32 | accounts = api.accounts() 33 | if not accounts: 34 | error("No accounts found") 35 | account = accounts[0] 36 | return account.number 37 | -------------------------------------------------------------------------------- /flake.nix: -------------------------------------------------------------------------------- 1 | { 2 | description = "Application packaged using poetry2nix"; 3 | 4 | inputs = { 5 | flake-utils.url = "github:numtide/flake-utils"; 6 | poetry2nix = { 7 | url = "github:nix-community/poetry2nix"; 8 | inputs.nixpkgs.follows = "nixpkgs"; 9 | inputs.flake-utils.follows = "flake-utils"; 10 | }; 11 | }; 12 | 13 | outputs = { self, nixpkgs, flake-utils, poetry2nix }: 14 | flake-utils.lib.eachDefaultSystem (system: 15 | let 16 | pkgs = nixpkgs.legacyPackages.${system}; 17 | inherit (poetry2nix.lib.mkPoetry2Nix { inherit pkgs; }) 18 | mkPoetryApplication mkPoetryScriptsPackage; 19 | myapp = mkPoetryApplication { 20 | projectDir = self; 21 | preferWheels = true; 22 | }; 23 | myAppScripts = mkPoetryScriptsPackage { 24 | projectDir = self; 25 | python = pkgs.python311; 26 | }; 27 | in 28 | { 29 | packages.default = pkgs.myapp; 30 | devShells.default = pkgs.mkShell { 31 | inputsFrom = [ myapp pkgs.poetry ]; 32 | buildInputs = [ myAppScripts ]; 33 | }; 34 | legacyPackages = pkgs; 35 | } 36 | ); 37 | } 38 | 39 | -------------------------------------------------------------------------------- /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- 1 | // For format details, see https://aka.ms/devcontainer.json. For config options, see the 2 | // README at: https://github.com/devcontainers/templates/tree/main/src/python 3 | { 4 | "name": "Python 3", 5 | // Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile 6 | "image": "mcr.microsoft.com/devcontainers/python:1-3.11-bullseye", 7 | "customizations": { 8 | "codespaces": { 9 | "openFiles": [ 10 | "streamlit_app.py" 11 | ] 12 | }, 13 | "vscode": { 14 | "settings": {}, 15 | "extensions": [ 16 | "ms-python.python", 17 | "ms-python.vscode-pylance" 18 | ] 19 | } 20 | }, 21 | "updateContentCommand": "[ -f packages.txt ] && sudo apt update && sudo apt upgrade && sudo xargs apt install -y int: 93 | return int((self.endAt - self.startAt).total_seconds() / 1800) 94 | 95 | 96 | @dataclass 97 | class SavingSessionResponse: 98 | hasJoinedCampaign: bool 99 | sessions: list[SavingSession] 100 | joinedEvents: list[str] 101 | signedUpMeterPoint: str | None 102 | 103 | 104 | class APIError(Exception): 105 | pass 106 | 107 | 108 | class AuthenticationError(APIError): 109 | pass 110 | 111 | 112 | class API: 113 | base_url = "https://api.octopus.energy/v1/graphql/" 114 | logger = logging.getLogger("graphql") 115 | 116 | def __init__(self): 117 | self.token = None 118 | 119 | def _request(self, query, **variables): 120 | headers = {"User-Agent": "https://savingsessions.streamlit.app/"} 121 | if self.token: 122 | headers["Authorization"] = self.token 123 | self.logger.debug("request: %s variables: %r", query, variables) 124 | resp = requests.post( 125 | self.base_url, 126 | json={"query": query, "variables": variables}, 127 | headers=headers, 128 | ) 129 | if not resp.ok: 130 | self.logger.error("error: %s", resp.text) 131 | resp.raise_for_status() 132 | self.logger.debug("response: %s", resp.text) 133 | if errors := resp.json().get("errors"): 134 | if any("extensions" in error and error["extensions"]["errorCode"] == "KT-CT-1139" for error in errors): 135 | raise AuthenticationError(errors[0]["extensions"]["errorDescription"]) 136 | raise APIError(errors) 137 | return resp.json()["data"] 138 | 139 | def authenticate(self, api_key): 140 | query = """mutation krakenTokenAuthentication($key: String!) { 141 | obtainKrakenToken(input: {APIKey: $key}) { 142 | token 143 | } 144 | }""" 145 | data = self._request(query, key=api_key) 146 | self.token = data["obtainKrakenToken"]["token"] 147 | 148 | def accounts(self): 149 | query = """query accounts { 150 | viewer { 151 | accounts { 152 | number 153 | } 154 | } 155 | }""" 156 | data = self._request(query) 157 | return [Account(**row) for row in data["viewer"]["accounts"]] 158 | 159 | def agreements(self, account: str): 160 | query = """query agreements($account: String!) { 161 | account(accountNumber: $account) { 162 | electricityAgreements { 163 | id 164 | validFrom 165 | validTo 166 | tariff { 167 | ... on TariffType { 168 | productCode 169 | } 170 | } 171 | meterPoint { 172 | id 173 | mpan 174 | meters { 175 | id 176 | serialNumber 177 | } 178 | } 179 | } 180 | } 181 | }""" 182 | data = self._request(query, account=account) 183 | agreements = [Agreement(**a) for a in data["account"]["electricityAgreements"]] 184 | return agreements 185 | 186 | def energy_product(self, code: str): 187 | query = """query product($code: String!) { 188 | energyProduct(code:$code) { 189 | direction 190 | fullName 191 | } 192 | } 193 | """ 194 | data = self._request(query, code=code) 195 | return EnergyProduct(**data["energyProduct"]) 196 | 197 | def half_hourly_readings(self, mpan: str, meter: str, start_at: datetime, first: int, before: str | None): 198 | query = """query halfHourlyReadings($mpan: ID, $meter: Int, $startAt: DateTime!, $first: Int, $before: String) { 199 | meterPoints(mpan: $mpan) { 200 | meters(id: $meter) { 201 | consumption(startAt: $startAt, grouping: HALF_HOUR, timezone: "UTC", first: $first, before: $before) { 202 | edges { 203 | node { 204 | value 205 | startAt 206 | endAt 207 | } 208 | } 209 | } 210 | } 211 | } 212 | } 213 | """ 214 | data = self._request( 215 | query, 216 | mpan=mpan, 217 | meter=int(meter), 218 | startAt=start_at.strftime("%Y-%m-%dT%H:%M:%S%z"), 219 | first=first, 220 | before=before, 221 | ) 222 | consumption = data["meterPoints"]["meters"][0]["consumption"] 223 | edges = consumption["edges"] 224 | readings = [Reading(**edge["node"]) for edge in edges] 225 | return readings 226 | 227 | def saving_sessions(self, account: str): 228 | query = """query savingSessions($account: String!) { 229 | savingSessions { 230 | account(accountNumber: $account) { 231 | hasJoinedCampaign 232 | joinedEvents { 233 | eventId 234 | } 235 | signedUpMeterPoint { 236 | mpan 237 | } 238 | } 239 | events { 240 | id 241 | code 242 | startAt 243 | endAt 244 | rewardPerKwhInOctoPoints 245 | } 246 | } 247 | } 248 | """ 249 | data = self._request(query, account=account) 250 | sessions = [SavingSession(**event) for event in data["savingSessions"]["events"]] 251 | a = data["savingSessions"]["account"] 252 | joinedEvents = [event["eventId"] for event in a["joinedEvents"]] 253 | mpan = (a.get("signedUpMeterPoint") or {}).get("mpan") 254 | return SavingSessionResponse(a["hasJoinedCampaign"], sessions, joinedEvents, mpan) 255 | -------------------------------------------------------------------------------- /pages/ss.py: -------------------------------------------------------------------------------- 1 | import hashlib 2 | 3 | import numpy as np 4 | import pendulum 5 | import streamlit as st 6 | 7 | from savingsessions import calculation, db 8 | from savingsessions.api import ( 9 | API, 10 | AuthenticationError, 11 | ElectricityMeterPoint, 12 | ) 13 | from savingsessions.ui import debug_message, debug_noop, error, get_account_number, get_product 14 | 15 | 16 | SESSION_START = pendulum.datetime(2024, 12, 1) 17 | 18 | 19 | def app(): 20 | st.set_page_config(page_icon="🐙", page_title="Octopus Saving Sessions calculator") 21 | st.header("🐙 Octopus Saving Sessions calculator") 22 | 23 | st.subheader("Your Octopus API Key") 24 | st.markdown("Find this in your online dashboard: https://octopus.energy/dashboard/developer/") 25 | if "api_key" not in st.session_state and (api_key := st.query_params.get("api_key")): 26 | st.session_state["api_key"] = api_key 27 | api_key = st.text_input("API key:", key="api_key", placeholder="sk_live_...") 28 | if not api_key: 29 | st.info( 30 | "This app never stores your API key. If you have any concerns you can check out the [source code]" 31 | "(https://github.com/barnybug/savingsessions) for the app, and please by all means 'Regenerate' your key at" 32 | " the link above after using this." 33 | ) 34 | st.stop() 35 | 36 | if st.query_params.get("api_key") != api_key: 37 | st.query_params["api_key"] = api_key 38 | 39 | st.info("Tip: bookmark this url to return with your API key remembered.", icon="🔖") 40 | 41 | calcs = results(api_key) 42 | complete = [calc for calc in calcs if calc.points is not None] 43 | 44 | if complete: 45 | st.subheader("Enter the league!") 46 | st.write( 47 | "For a bit of fun you can add your results to our league table. This will enter you for the above results" 48 | " for all complete sessions." 49 | ) 50 | name = st.text_input( 51 | "Name or alias", max_chars=80, placeholder="Please enter your name or alias 😎", key="name_input" 52 | ) 53 | name = name.strip() 54 | if st.button("Submit") and name: 55 | with st.spinner("Entering..."): 56 | account_no = get_account_number(api_key) 57 | sessions = db.saving_sessions() 58 | id_lookup = {s["code"]: s["id"] for s in sessions} 59 | # store the hash of account for privacy 60 | account_hash = hashlib.sha256(account_no.encode("utf-8")).hexdigest() 61 | common = { 62 | "account": account_hash, 63 | "username": name, 64 | } 65 | rows = [calc.dbrow(id_lookup) | common for calc in complete] 66 | db.upsert_results(rows) 67 | 68 | st.write("🎉 Entered! Go check out your placement in the [league tables](/league)") 69 | db.results.clear() # expire cache 70 | 71 | 72 | @st.cache_data(ttl="600s", show_spinner=False) 73 | def results(api_key): 74 | debug = debug_message if "debug" in st.query_params else debug_noop 75 | bar = st.progress(0, text="Authenticating...") 76 | 77 | api = API() 78 | try: 79 | api.authenticate(api_key) 80 | except AuthenticationError: 81 | error("Authentication error, check your API key") 82 | 83 | bar.progress(0.05, text="Getting account...") 84 | accounts = api.accounts() 85 | if not accounts: 86 | error("No accounts found") 87 | 88 | for account in accounts: 89 | debug(account) 90 | 91 | bar.progress(0.07, text="Getting meters...") 92 | agreements = api.agreements(account.number) 93 | if agreements: 94 | break 95 | else: 96 | error("No agreements on account") 97 | 98 | bar.progress(0.1, text="Getting sessions...") 99 | res = api.saving_sessions(account.number) 100 | debug(res) 101 | if not res.hasJoinedCampaign: 102 | error("Sorry, it looks like you've not joined saving sessions.") 103 | if not res.signedUpMeterPoint: 104 | error("Sorry, it looks like you haven't a meter point for saving sessions.") 105 | now = pendulum.now() 106 | all_sessions = res.sessions 107 | # Filter to this season 108 | sessions = [session for session in res.sessions if session.startAt > SESSION_START] 109 | sessions = [session for session in sessions if session.id in res.joinedEvents or session.startAt > now] 110 | if not sessions: 111 | error("Not joined any saving sessions yet this season.") 112 | sessions.sort(key=lambda s: s.startAt, reverse=True) 113 | 114 | bar.progress(0.15, text="Getting tariffs...") 115 | import_mpan = None 116 | export_mpan = None 117 | mpans: dict[str, ElectricityMeterPoint] = {} 118 | for agreement in agreements: 119 | debug(agreement) 120 | mpans[agreement.meterPoint.mpan] = agreement.meterPoint 121 | if agreement.meterPoint.mpan == res.signedUpMeterPoint: 122 | import_mpan = res.signedUpMeterPoint 123 | continue 124 | # Find export meter 125 | product = get_product(agreement.tariff.productCode) 126 | if product.direction == "EXPORT": 127 | export_mpan = agreement.meterPoint.mpan 128 | elif not import_mpan: 129 | import_mpan = agreement.meterPoint.mpan 130 | debug(mpans) 131 | 132 | if not import_mpan: 133 | error("No import meter found.") 134 | raise Exception("unreachable code") 135 | 136 | import_readings = calculation.Readings(mpans[import_mpan]) 137 | if export_mpan: 138 | export_readings = calculation.Readings(mpans[export_mpan]) 139 | else: 140 | st.info("Import meter only", icon="ℹ️") 141 | export_readings = None 142 | 143 | calcs = [] 144 | rows = [] 145 | total_ticks = 22 146 | 147 | def tick(message, start, end): 148 | for i in range(total_ticks): 149 | bar.progress(start + (end - start) * i / total_ticks, text=message) 150 | yield 151 | while True: 152 | yield 153 | 154 | placeholder = st.empty() 155 | 156 | ticks_per_session = 0.8 / len(sessions) 157 | for i, ss in enumerate(sessions): 158 | start = 0.2 + i * ticks_per_session 159 | ticks = tick( 160 | f"Getting readings for session #{i+1} ({ss.startAt:%b %d})...", 161 | start, 162 | start + ticks_per_session, 163 | ) 164 | debug(f"session: {ss}") 165 | calc = calculation.Calculation.saving_session(ss, all_sessions) 166 | calc.calculate(api, import_readings, export_readings, ticks, debug) 167 | calcs.append(calc) 168 | rows.append(calc.saving_session_row()) 169 | 170 | # Update in place 171 | with placeholder.container(): 172 | st.subheader("Results") 173 | st.dataframe( 174 | rows, 175 | column_config={ 176 | "session": st.column_config.DatetimeColumn("Session", format="YYYY/MM/DD HH:mm"), 177 | "import": st.column_config.NumberColumn("Imported", format="%.2f kWh"), 178 | "export": st.column_config.NumberColumn("Exported", format="%.2f kWh"), 179 | "baseline": st.column_config.NumberColumn("Baseline", format="%.2f kWh"), 180 | "saved": st.column_config.NumberColumn("Saved", format="%.2f kWh"), 181 | "reward": st.column_config.NumberColumn("Reward"), 182 | "earnings": st.column_config.NumberColumn("Earnings", format="£%.2f"), 183 | }, 184 | ) 185 | 186 | # Session breakdown 187 | with st.expander(f"Session {ss.startAt:%b %d %Y} breakdown"): 188 | timestamps = [ 189 | ts.strftime("%H:%M") 190 | for ts in pendulum.interval(ss.startAt, ss.endAt - pendulum.duration(minutes=30)).range("minutes", 30) 191 | ] 192 | days = [f"{day:%b %d}" for day in calc.baseline_days] 193 | 194 | if calc.baseline_import is not None: 195 | data = np.r_[ 196 | [timestamps], 197 | calc.baseline_import, 198 | ].T 199 | st.dataframe( 200 | data, 201 | column_config={str(i): s for i, s in enumerate(["Baseline import"] + days)}, 202 | ) 203 | 204 | if calc.baseline_export is not None: 205 | data = np.r_[ 206 | [timestamps], 207 | calc.baseline_export, 208 | ].T 209 | st.dataframe( 210 | data, 211 | column_config={str(i): s for i, s in enumerate(["Baseline export"] + days)}, 212 | ) 213 | 214 | data = {"Time": timestamps} 215 | if calc.baseline_import is not None: 216 | data["Baseline import"] = calc.avg_baseline_import.round(3) 217 | if calc.baseline_export is not None: 218 | data["Baseline export"] = calc.avg_baseline_export.round(3) 219 | if calc.session_import is not None: 220 | data["Session import"] = calc.session_import 221 | if calc.session_export is not None: 222 | data["Session export"] = calc.session_export 223 | if calc.kwh is not None: 224 | data["Net (kWh)"] = calc.kwh.round(3) 225 | data["Points"] = calc.points 226 | 227 | st.dataframe( 228 | np.asarray(list(data.values())).T, 229 | column_config={str(i): header for i, header in enumerate(data.keys())}, 230 | ) 231 | 232 | bar.progress(1.0, text="Done") 233 | 234 | for row in rows: 235 | if "reward" in row: 236 | continue 237 | ts = row["session"] 238 | st.info(f"Session on {ts} is awaiting readings...", icon="⌛") 239 | 240 | return calcs 241 | 242 | 243 | app() 244 | -------------------------------------------------------------------------------- /savingsessions/calculation.py: -------------------------------------------------------------------------------- 1 | from datetime import date, datetime 2 | 3 | import numpy as np 4 | import pendulum 5 | 6 | from .api import API, ElectricityMeterPoint, SavingSession 7 | from .db import FreeSession 8 | 9 | 10 | def phh(hh: int): 11 | return pendulum.duration(minutes=hh * 30) 12 | 13 | 14 | def bank_holiday(day): 15 | return str(day) in { 16 | "2025-04-18", 17 | "2025-04-21", 18 | "2025-05-05", 19 | "2025-05-26", 20 | "2025-08-25", 21 | "2025-12-25", 22 | "2025-12-26", 23 | } 24 | 25 | 26 | def weekday(day): 27 | """True if day is a weekday (excluding bank holidays)""" 28 | return pendulum.MONDAY <= day.day_of_week <= pendulum.FRIDAY and not bank_holiday(day.date()) 29 | 30 | 31 | class Readings: 32 | """Cached table of readings""" 33 | 34 | def __init__(self, meter_point: ElectricityMeterPoint): 35 | self.meter_point = meter_point 36 | self.requested = set() 37 | self.hh = {} 38 | 39 | def get_readings(self, api: API, ts: datetime, hh: int, debug): 40 | half_hours = list(pendulum.interval(ts, ts + phh(hh - 1)).range("minutes", 30)) 41 | if not self.requested.issuperset(half_hours): 42 | start_at = ts - phh(100 - hh) 43 | debug(f"Fetching {self.meter_point.mpan} readings from {start_at}") 44 | 45 | # Request readings and cache the lot 46 | readings = api.half_hourly_readings( 47 | mpan=self.meter_point.mpan, 48 | meter=self.meter_point.meters[0].id, 49 | start_at=start_at, 50 | first=100, 51 | before=None, 52 | ) 53 | if readings: 54 | debug(f"Received {len(readings)} readings from {readings[0].startAt} to {readings[-1].endAt}") 55 | self.requested.update(pendulum.interval(start_at, readings[-1].startAt).range("minutes", 30)) 56 | else: 57 | debug("Received no readings") 58 | self.requested.update(pendulum.interval(start_at, start_at + phh(99)).range("minutes", 30)) 59 | 60 | for reading in readings: 61 | self.hh[reading.startAt] = reading.value 62 | 63 | try: 64 | values = [self.hh[t] for t in half_hours] 65 | return np.array(values) 66 | except KeyError: 67 | raise ValueError("missing readings") from None 68 | 69 | 70 | class Calculation: 71 | def __init__( 72 | self, 73 | code: str | None, 74 | start: datetime, 75 | duration: int, 76 | rewardPerKwhInOctoPoints: int, 77 | previous_session_days: set[date], 78 | ) -> None: 79 | self.code = code 80 | self.start = start 81 | self.duration = duration 82 | self.rewardPerKwhInOctoPoints = rewardPerKwhInOctoPoints 83 | self.previous_session_days = previous_session_days 84 | self.is_saving_session = code is not None 85 | 86 | self.session_import = None 87 | self.session_export = None 88 | self.baseline_days = [] 89 | self.baseline_import = None 90 | self.baseline_export = None 91 | self.baseline = None 92 | self.kwh = None 93 | self.points = None 94 | 95 | @staticmethod 96 | def saving_session(ss: SavingSession, sessions: list[SavingSession]): 97 | previous_session_days = {ss.startAt.date() for ss in sessions} 98 | return Calculation(ss.code, ss.startAt, ss.hh, ss.rewardPerKwhInOctoPoints, previous_session_days) 99 | 100 | @staticmethod 101 | def free_session(ss: FreeSession, sessions: list[FreeSession]): 102 | previous_session_days = {ss.timestamp.date() for ss in sessions} 103 | return Calculation(None, ss.timestamp, ss.duration, 0, previous_session_days) 104 | 105 | def calculate( 106 | self, 107 | api: API, 108 | import_readings: Readings, 109 | export_readings: Readings | None, 110 | tick, 111 | debug, 112 | ): 113 | # Baseline from meter readings from the same time as the Session over the past 10 weekdays (excluding any days 114 | # with a Saving Session), past 4 weekend days if Saving Session is on a weekend. 115 | days_required = 10 if self.is_weekday else 4 116 | previous = pendulum.interval(self.start.subtract(days=1), self.start.subtract(days=61)) 117 | 118 | try: 119 | self.session_import = import_readings.get_readings(api, self.start, self.duration, debug) 120 | debug(f"session import: {self.session_import}") 121 | except ValueError: 122 | # incomplete, but useful to still calculate baseline 123 | debug("session incomplete") 124 | next(tick) 125 | 126 | if export_readings: 127 | try: 128 | self.session_export = export_readings.get_readings(api, self.start, self.duration, debug) 129 | debug(f"session export: {self.session_export}") 130 | except ValueError: 131 | debug("missing export readings") 132 | next(tick) 133 | 134 | days = 0 135 | baseline_import = [] 136 | baseline_export = [] 137 | for dt in previous.range("days"): 138 | if weekday(dt) != weekday(self.start): 139 | continue 140 | if dt.date() in self.previous_session_days: 141 | continue 142 | 143 | try: 144 | import_values = import_readings.get_readings(api, dt, self.duration, debug) 145 | baseline_import.append(import_values) 146 | debug(f"baseline day #{days}: {dt} import: {import_values}") 147 | except ValueError: 148 | debug(f"skipped day: {dt} missing readings") 149 | continue 150 | next(tick) 151 | 152 | if export_readings: 153 | try: 154 | export_values = export_readings.get_readings(api, dt, self.duration, debug) 155 | baseline_export.append(export_values) 156 | debug(f"baseline day #{days}: {dt} export: {export_values}") 157 | except ValueError: 158 | debug(f"baseline day: {dt} missing export readings") 159 | next(tick) 160 | 161 | self.baseline_days.append(dt) 162 | days += 1 163 | if days == days_required: 164 | break 165 | 166 | if baseline_import: 167 | self.baseline_import = np.asarray(baseline_import) 168 | self.baseline = self.avg_baseline_import 169 | 170 | if baseline_export: 171 | self.baseline_export = np.asarray(baseline_export) 172 | self.baseline = self.baseline - self.avg_baseline_export 173 | 174 | if self.session_import is not None: 175 | session = self.session_import 176 | if self.session_export is not None: 177 | session = session - self.session_export 178 | 179 | if self.is_saving_session: 180 | # saving is calculated per settlement period (half hour), and only positive savings considered 181 | self.kwh = (self.baseline - session).clip(min=0) 182 | self.points = np.round(self.kwh * self.rewardPerKwhInOctoPoints / 8).astype(int) * 8 183 | else: 184 | self.kwh = (session - self.baseline).clip(min=0) 185 | self.points = 0 186 | 187 | def free_row(self): 188 | ret = { 189 | "session": self.start.in_timezone("Europe/London").format("YYYY/MM/DD HH:mm"), 190 | } 191 | if self.session_import is not None: 192 | ret["import"] = self.session_import.sum() 193 | if self.baseline is not None: 194 | ret["baseline"] = self.baseline.sum() 195 | if self.kwh is not None: 196 | ret["free"] = self.kwh.sum() 197 | return ret 198 | 199 | def saving_session_row(self): 200 | ret = { 201 | "session": self.start.in_timezone("Europe/London").format("YYYY/MM/DD HH:mm"), 202 | } 203 | if self.session_import is not None: 204 | ret["import"] = self.session_import.sum() 205 | if self.session_export is not None: 206 | ret["export"] = self.session_export.sum() 207 | if self.baseline is not None: 208 | ret["baseline"] = self.baseline.sum() 209 | if self.kwh is not None: 210 | ret["saved"] = self.kwh.sum() 211 | reward = int(self.points.sum()) 212 | ret["reward"] = reward 213 | ret["earnings"] = reward / 800 214 | return ret 215 | 216 | @property 217 | def is_weekday(self) -> bool: 218 | return weekday(self.start) 219 | 220 | @property 221 | def avg_baseline_import(self): 222 | if self.baseline_import is None: 223 | raise ValueError("baseline_import missing") 224 | if self.is_weekday: 225 | return self.baseline_import.mean(axis=0) 226 | # weekend: the mean average of the 2 median days will be taken 227 | return np.median(self.baseline_import, axis=0) 228 | 229 | @property 230 | def avg_baseline_export(self): 231 | if self.baseline_export is None: 232 | raise ValueError("baseline_export missing") 233 | if self.is_weekday: 234 | return self.baseline_export.mean(axis=0) 235 | # weekend: the mean average of the 2 median days will be taken 236 | return np.median(self.baseline_export, axis=0) 237 | 238 | def dbrow(self, id_lookup: dict): 239 | ret = { 240 | "saving_session_id": id_lookup[self.code], 241 | } 242 | if self.session_import is not None: 243 | ret["session_import"] = self.session_import.sum() 244 | if self.session_export is not None: 245 | ret["session_export"] = self.session_export.sum() 246 | if self.baseline_import is not None: 247 | ret["baseline_import"] = self.avg_baseline_import.sum() 248 | if self.baseline_export is not None: 249 | ret["baseline_export"] = self.avg_baseline_export.sum() 250 | if self.points is not None: 251 | ret["points"] = int(self.points.sum()) 252 | return ret 253 | -------------------------------------------------------------------------------- /poetry.lock: 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