Bug: Update method signature in single-user raceguess page

These columns are not marked nullable, so ignoring them prevents entering of race results

Dockerfile

@@ -1,10 +1,17 @@
 # syntax=docker/dockerfile:1
 
 FROM public.ecr.aws/docker/library/python:3.11.8-slim-bookworm
+
 RUN apt-get update -y
+
 WORKDIR /app
 COPY requirements.txt requirements.txt
+
 RUN pip3 install -r requirements.txt
+
 COPY . .
+
 EXPOSE 5000
+
+ENV FASTF1_CACHE="/cache"
 CMD ["python3", "-u", "-m", "flask", "--app", "formula10", "run", "--host", "0.0.0.0"]

data/static_import/drivers.csv

@@ -1,22 +0,0 @@
-name,abbr,team_name,country_code
-None,None,None,NO
-Alexander Albon,ALB,Williams,TH
-Fernando Alonso,ALO,Aston Martin,ES
-Valteri Bottas,BOT,Sauber,FL
-Pierre Gasly,GAS,Alpine,FR
-Lewis Hamilton,HAM,Mercedes,UK
-Nico Hulkenberg,HUL,Haas,DE
-Charles Leclerc,LEC,Ferrari,MC
-Kevin Magnussen,MAG,Haas,DK
-Lando Norris,NOR,McLaren,UK
-Esteban Ocon,OCO,Alpine,FR
-Sergio Perez,PER,Red Bull,MX
-Oscar Piastri,PIA,McLaren,AU
-Daniel Ricciardo,RIC,VCARB,AU
-George Russel,RUS,Mercedes,UK
-Carlos Sainz,SAI,Ferrari,ES
-Logan Sargeant,SAR,Williams,US
-Lance Stroll,STR,Aston Martin,CA
-Yuki Tsunoda,TSU,VCARB,JP
-Max Verstappen,VER,Red Bull,NL
-Zhou Guanyu,ZHO,Sauber,CN

data/static_import/races.csv

@@ -1,25 +0,0 @@
-name,number,date,pxx
-Bahrain,1,2024-03-02-16-00,10
-Saudi Arabia,2,2024-03-09-18-00,6
-Australia,3,2024-03-24-05-00,15
-Japan,4,2024-04-07-07-00,9
-China,5,2024-04-21-09-00,7
-Miami,6,2024-05-05-22-00,13
-Emilia-Romagna,7,2024-05-21-15-00,17
-Monaco,8,2024-05-26-15-00,5
-Canada,9,2024-06-09-20-00,12
-Spain,10,2024-06-23-15-00,8
-Austria,11,2024-06-30-15-00,11
-Great Britain,12,2024-07-07-16-00,4
-Hungary,12,2024-07-23-15-00,17
-Belgium,13,2024-07-28-15-00,13
-Netherlands,14,2024-08-25-15-00,7
-Monza,15,2024-09-01-15-00,16
-Azerbaijan,16,2024-09-15-13-00,8
-Singapore,17,2024-09-22-14-00,11
-Austin,18,2024-10-20-21-00,5
-Mexico,19,2024-10-27-21-00,14
-Brazil,20,2024-11-03-18-00,4
-Las Vegas,21,2024-11-23-07-00,12
-Qatar,22,2024-12-01-18-00,6
-Abu Dhabi,23,2024-12-08-14-00,10

data/static_import/season_guess_results.csv

@@ -1 +0,0 @@
-user_name,hot_take_correct,overtakes_correct

data/static_import/teams.csv

@@ -1,12 +0,0 @@
-name
-None
-Alpine
-Aston Martin
-Ferrari
-Haas
-McLaren
-Mercedes
-Red Bull
-Sauber
-VCARB
-Williams

flake.nix

@@ -5,48 +5,143 @@
   inputs.flake-utils.url = "github:numtide/flake-utils";
   inputs.devshell.url = "github:numtide/devshell";
 
-  outputs = { self, nixpkgs, flake-utils, devshell }:
-    flake-utils.lib.eachDefaultSystem (system:
-      let
-        pkgs = import nixpkgs {
-          inherit system;
-          config.allowUnfree = true;
-          overlays = [ devshell.overlays.default ];
+  outputs = {
+    self,
+    nixpkgs,
+    flake-utils,
+    devshell,
+  }:
+    flake-utils.lib.eachDefaultSystem (system: let
+      pkgs = import nixpkgs {
+        inherit system;
+        config.allowUnfree = true;
+        overlays = [devshell.overlays.default];
+      };
+
+      timple = pkgs.python311Packages.buildPythonPackage rec {
+        pname = "timple";
+        version = "0.1.8";
+
+        src = pkgs.python311Packages.fetchPypi {
+          inherit pname version;
+          hash = "sha256-u8EgMA8BA6OpPlSg0ASRxLcIcv5psRIEcBpIicagXw8=";
         };
 
-        myPython = pkgs.python311.withPackages (p: with p; [
+        doCheck = false;
+        pyproject = false;
+
+        # Build time deps
+        nativeBuildInputs = with pkgs.python311Packages; [
+          setuptools
+        ];
+
+        # Run time deps
+        dependencies = with pkgs.python311Packages; [
+          matplotlib
+          numpy
+        ];
+      };
+
+      fastf1 = pkgs.python311Packages.buildPythonPackage rec {
+        pname = "fastf1";
+        version = "3.4.0";
+
+        src = pkgs.python311Packages.fetchPypi {
+          inherit pname version;
+          hash = "sha256-rCjJaM0W2m9Yk3dhHkMOdIqPiKtVqoXuELBasmA9ybA=";
+        };
+
+        doCheck = false;
+        pyproject = true;
+
+        # Build time deps
+        nativeBuildInputs = with pkgs.python311Packages; [
+          hatchling
+          hatch-vcs
+        ];
+
+        # Run time deps
+        dependencies = with pkgs.python311Packages; [
+          matplotlib
+          numpy
+          pandas
+          python-dateutil
+          requests
+          requests-cache
+          scipy
+          rapidfuzz
+          websockets
+
+          timple
+        ];
+      };
+
+      myPython = pkgs.python311.withPackages (p:
+        with p; [
           # Basic
           rich
-          numpy
 
           # Web
           flask
           flask-sqlalchemy
+          flask-caching
           sqlalchemy
+          requests
 
+          # Test
           pytest
+
+          fastf1
+
+          # TODO: For some reason, listing those under fastf1.dependencies doesn't work???
+          matplotlib
+          numpy
+          pandas
+          python-dateutil
+          requests-cache
+          scipy
+          rapidfuzz
+          websockets
+          timple
         ]);
-      in {
-        devShell = pkgs.devshell.mkShell {
-          name = "Formula10";
+    in {
+      devShell = pkgs.devshell.mkShell {
+        name = "Formula10";
 
-          packages = with pkgs; [
-            myPython
+        packages = with pkgs; [
+          myPython
 
-            nodejs_21
-            nodePackages.sass
-            nodePackages.postcss-cli
-            nodePackages.autoprefixer
-          ];
+          sqlitebrowser
 
-          # Use $1 for positional args
-          commands = [
-            # {
-            #   name = "";
-            #   help = "";
-            #   command = "";
-            # }
-          ];
-        };
-      });
+          nodejs_21
+          nodePackages.sass
+          nodePackages.postcss-cli
+          nodePackages.autoprefixer
+        ];
+
+        # Use $1 for positional args
+        commands = [
+          {
+            name = "vscode";
+            help = "Launch VSCode";
+            command = "code . &>/dev/null &";
+          }
+          {
+            name = "pycharm";
+            help = "Launch PyCharm Professional";
+            command = "pycharm-professional . &>/dev/null &";
+          }
+          {
+            name = "db";
+            help = "Launch SQLiteBrowser";
+            command = "sqlitebrowser ./instance/formula10.db &>/dev/null &";
+          }
+          {
+            name = "api";
+            help = "Launch Hoppscotch in Google Chrome";
+            command = "google-chrome-stable https://hoppscotch.io &>/dev/null &";
+          }
+        ];
+      };
+    });
 }

formula10/__init__.py

@@ -1,31 +1,35 @@
 import os
 from flask import Flask
 from flask_sqlalchemy import SQLAlchemy
+from flask_caching import Cache
+from werkzeug.middleware.profiler import ProfilerMiddleware
 
 # Load local ENV variables (can be set when calling the executable)
 ENABLE_TIMING: bool = False if os.getenv("DISABLE_TIMING") == "True" else True
-ENABLE_DEBUG_ENDPOINTS: bool = True if os.getenv("ENABLE_DEBUG_ENDPOINTS") == "True" else False
 print("Running Formula10 with:")
 if not ENABLE_TIMING:
     print("- Disabled timing constraints")
-if ENABLE_DEBUG_ENDPOINTS:
-    print("- Enabled debug endpoints")
 
 app: Flask = Flask(__name__)
-app.config['SQLALCHEMY_DATABASE_URI'] = "sqlite:///formula10.db"
-app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False
+app.config["SQLALCHEMY_DATABASE_URI"] = "sqlite:///formula10.db"
+app.config["SQLALCHEMY_TRACK_MODIFICATIONS"] = False
 
 # Session cookie is used to propagate message to error page
-app.config['SESSION_TYPE'] = 'memcached'
-app.config['SECRET_KEY'] = 'ich stinke nach maggi'
+app.config["SESSION_TYPE"] = "memcached"
+app.config["SECRET_KEY"] = "ich stinke nach maggi"
 
 app.url_map.strict_slashes = False
 
 db: SQLAlchemy = SQLAlchemy()
 db.init_app(app)
 
+cache: Cache = Cache(config={"CACHE_TYPE": "SimpleCache"})
+cache.init_app(app)
+
+# app.wsgi_app = ProfilerMiddleware(app.wsgi_app, restrictions=("/formula10/*",), sort_by=("cumtime",))
+
 # NOTE: These imports are required to register the routes. They need to be imported after "app" is declared
-import formula10.controller.race_controller  # type: ignore
+import formula10.controller.race_controller
 import formula10.controller.season_controller
 import formula10.controller.leaderboard_controller
 import formula10.controller.statistics_controller
@@ -35,19 +39,21 @@ import formula10.controller.error_controller
 
 
 # TODO
-# Leaderboard
-
+# Large DB Update
+# - Don't use names for frontend post requests, use IDs
 # - For season guess calc there is missing: Fastest laps + sprint points + sprint DNFs (in race result)
+# - Mask to allow changing usernames (easy if name is not used as ID)
+# - Maybe even masks for races + drivers + teams?
+# - DB fields for links to F1 site - NO: just hardcode them in with a dictionary
 
-# - Auto calculate season points (display season points?)
-# - Generate static diagram using chart.js + templating the js (funny yikes)
-# - Interesting stats:
-#   - Which driver was voted most for dnf (top 5)?
+# Leaderboards/Points
+# - Auto calculate season points (display season points in table + season guess card title?)
+
+# Optimizations
+# - Optimize PointsModel + TemplateModel. In case something is calculated often, cache it.
+# - NEVER do manual DB queries, except in the DomainModel!
 
 # General
-# - Decouple names from IDs + Fix Valtteri/Russel spelling errors
-# - Unit testing (as much as possible, but especially points calculation)
+# - Adapt diagram colors to team colors
 # - Add links to the official F1 stats page (for quali/result), probably best to store entire link in DB (because they are not entirely regular)?
-
-# Possible but probably not
-# - Show cards of previous race results, like with season guesses?
+# - Unit testing (as much as possible, but especially points calculation)

formula10/controller/admin_controller.py

@@ -2,49 +2,16 @@ from typing import List
 from urllib.parse import unquote
 from flask import redirect, render_template, request
 from werkzeug import Response
+
 from formula10.controller.error_controller import error_redirect
-
 from formula10.database.update_queries import update_race_result, update_user
-from formula10.database.import_export import export_dynamic_data, reload_dynamic_data, reload_season_guess_result_data, reload_static_data
+from formula10.domain.cache_invalidator import cache_invalidate_user_updated, cache_invalidate_race_result_updated
+from formula10.domain.domain_model import Model
 from formula10.domain.template_model import TemplateModel
-from formula10 import ENABLE_DEBUG_ENDPOINTS, app
-
-
-@app.route("/save/all")
-def save() -> Response:
-    export_dynamic_data()
-    return redirect("/")
-
-
-@app.route("/load/all")
-def load() -> Response:
-    if not ENABLE_DEBUG_ENDPOINTS:
-        return error_redirect("Debug endpoints are disabled!")
-
-    reload_static_data()
-    reload_dynamic_data()
-    return redirect("/")
-
-
-@app.route("/load/static")
-def load_static() -> Response:
-    reload_static_data()
-    return redirect("/")
-
-
-@app.route("/load/seasonresults")
-def load_season_results() -> Response:
-    reload_season_guess_result_data()
-    return redirect("/")
-
-
-@app.route("/load/dynamic")
-def load_dynamic() -> Response:
-    if not ENABLE_DEBUG_ENDPOINTS:
-        return error_redirect("Debug endpoints are disabled!")
-
-    reload_dynamic_data()
-    return redirect("/")
+from formula10 import app
+from formula10.openf1.model.openf1_session import OpenF1Session
+from formula10.openf1.openf1_definitions import OPENF1_SESSION_NAME_RACE
+from formula10.openf1.openf1_fetcher import openf1_fetch_driver, openf1_fetch_position, openf1_fetch_session
 
 
 @app.route("/result")
@@ -69,7 +36,29 @@ def result_enter_post(race_name: str) -> Response:
     dnfs: List[str] = request.form.getlist("dnf-drivers")
     excluded: List[str] = request.form.getlist("excluded-drivers")
 
-    return update_race_result(race_name, pxxs, first_dnfs, dnfs, excluded)
+    # Extra stats for points calculation
+    fastest_lap: str | None = request.form.get("fastest-lap")
+    sprint_pxxs: List[str] = request.form.getlist("sprint-pxx-drivers")
+    sprint_dnf_drivers: List[str] = request.form.getlist("sprint-dnf-drivers")
+
+    if fastest_lap is None:
+        return error_redirect("Data was not saved, because fastest lap was not set.")
+
+    cache_invalidate_race_result_updated()
+    race_id: int = Model().race_by(race_name=race_name).id
+    return update_race_result(race_id, pxxs, first_dnfs, dnfs, excluded, int(fastest_lap), sprint_pxxs, sprint_dnf_drivers)
+
+
+@app.route("/result-fetch/<race_name>", methods=["POST"])
+def result_fetch_post(race_name: str) -> Response:
+    session: OpenF1Session = openf1_fetch_session(OPENF1_SESSION_NAME_RACE, "KSA")
+    openf1_fetch_driver(session.session_key, "VER")
+    openf1_fetch_position(session.session_key, 1)
+
+    # @todo Fetch stuff and build the race_result using update_race_result(...)
+
+    cache_invalidate_race_result_updated()
+    return redirect("/result")
 
 
 @app.route("/user")
@@ -82,11 +71,13 @@ def user_root() -> str:
 
 @app.route("/user-add", methods=["POST"])
 def user_add_post() -> Response:
+    cache_invalidate_user_updated()
     username: str | None = request.form.get("select-add-user")
     return update_user(username, add=True)
 
 
 @app.route("/user-delete", methods=["POST"])
 def user_delete_post() -> Response:
+    cache_invalidate_user_updated()
     username: str | None = request.form.get("select-delete-user")
     return update_user(username, delete=True)

formula10/controller/race_controller.py

@@ -1,8 +1,11 @@
+from typing import List
 from urllib.parse import unquote
 from flask import redirect, render_template, request
 from werkzeug import Response
 
 from formula10.database.update_queries import delete_race_guess, update_race_guess
+from formula10.domain.cache_invalidator import cache_invalidate_race_guess_updated
+from formula10.domain.domain_model import Model
 from formula10.domain.points_model import PointsModel
 from formula10.domain.template_model import TemplateModel
 from formula10 import app
@@ -36,7 +39,12 @@ def race_guess_post(race_name: str, user_name: str) -> Response:
     pxx: str | None = request.form.get("pxxselect")
     dnf: str | None = request.form.get("dnfselect")
 
-    return update_race_guess(race_name, user_name, pxx, dnf)
+    cache_invalidate_race_guess_updated()
+    race_id: int = Model().race_by(race_name=race_name).id
+    user_id: int = Model().user_by(user_name=user_name).id
+    return update_race_guess(race_id, user_id,
+                             int(pxx) if pxx is not None else None,
+                             int(dnf) if dnf is not None else None)
 
 
 @app.route("/race-guess-delete/<race_name>/<user_name>", methods=["POST"])
@@ -44,4 +52,7 @@ def race_guess_delete_post(race_name: str, user_name: str) -> Response:
     race_name = unquote(race_name)
     user_name = unquote(user_name)
 
-    return delete_race_guess(race_name, user_name)
+    cache_invalidate_race_guess_updated()
+    race_id: int = Model().race_by(race_name=race_name).id
+    user_id: int = Model().user_by(user_name=user_name).id
+    return delete_race_guess(race_id, user_id)

formula10/controller/season_controller.py

@@ -5,6 +5,8 @@ from werkzeug import Response
 
 from formula10.database.model.db_team import DbTeam
 from formula10.database.update_queries import update_season_guess
+from formula10.domain.cache_invalidator import cache_invalidate_season_guess_updated
+from formula10.domain.domain_model import Model
 from formula10.domain.model.team import NONE_TEAM
 from formula10.domain.points_model import PointsModel
 from formula10.domain.template_model import TemplateModel
@@ -39,8 +41,10 @@ def season_guess_post(user_name: str) -> Response:
     ]
     # TODO: This is pretty ugly, to do queries in the controller
     team_winner_guesses: List[str | None] = [
-        request.form.get(f"teamwinner-{team.name}") for team in db.session.query(DbTeam).all() if team.name != NONE_TEAM.name
+        request.form.get(f"teamwinner-{team.id}") for team in db.session.query(DbTeam).all() if team.id != NONE_TEAM.id
     ]
     podium_driver_guesses: List[str] = request.form.getlist("podiumdrivers")
 
-    return update_season_guess(user_name, guesses, team_winner_guesses, podium_driver_guesses)
+    cache_invalidate_season_guess_updated()
+    user_id: int = Model().user_by(user_name=user_name).id
+    return update_season_guess(user_id, guesses, team_winner_guesses, podium_driver_guesses)

formula10/database/common_queries.py

@@ -3,8 +3,8 @@ from formula10.database.model.db_race_result import DbRaceResult
 from formula10.database.model.db_user import DbUser
 from formula10 import db
 
-def race_has_result(race_name: str) -> bool:
-    return db.session.query(DbRaceResult).filter_by(race_name=race_name).first() is not None
+def race_has_result(race_id: int) -> bool:
+    return db.session.query(DbRaceResult).filter_by(race_id=race_id).first() is not None
 
 
 def user_exists_and_enabled(user_name: str) -> bool:
@@ -15,9 +15,9 @@ def user_exists_and_disabled(user_name: str) -> bool:
     return db.session.query(DbUser).filter_by(name=user_name, enabled=False).first() is not None
 
 
-def find_single_driver_strict(driver_name: str) -> DbDriver:
-    db_driver: DbDriver | None = db.session.query(DbDriver).filter_by(name=driver_name).first()
+def find_single_driver_strict(driver_id: int) -> DbDriver:
+    db_driver: DbDriver | None = db.session.query(DbDriver).filter_by(id=driver_id).first()
     if db_driver is None:
-        raise Exception(f"Could not find driver with name {driver_name} in database")
+        raise Exception(f"Could not find driver with id {driver_id} in database")
 
     return db_driver

formula10/database/import_export.py

@@ -1,111 +0,0 @@
-import csv
-import os.path
-from typing import List, Any
-
-from formula10 import db
-from formula10.database.model.db_driver import DbDriver
-from formula10.database.model.db_race import DbRace
-from formula10.database.model.db_race_guess import DbRaceGuess
-from formula10.database.model.db_race_result import DbRaceResult
-from formula10.database.model.db_season_guess import DbSeasonGuess
-from formula10.database.model.db_season_guess_result import DbSeasonGuessResult
-from formula10.database.model.db_team import DbTeam
-from formula10.database.model.db_user import DbUser
-
-
-def load_csv(filename: str) -> List[List[str]]:
-    if not os.path.exists(filename):
-        print(f"Could not load data from file {filename}, as it doesn't exist!")
-        return []
-
-    with open(filename, "r", newline="") as file:
-        reader = csv.reader(file, delimiter=",")
-        next(reader, None)  # skip header
-        return list(reader)
-
-
-def write_csv(filename: str, objects: List[Any]):
-    if len(objects) == 0:
-        print(f"Could not write objects to file {filename}, as no objects were given!")
-        return
-
-    with open(filename, "w", newline="") as file:
-        writer = csv.writer(file, delimiter=",")
-        writer.writerow(objects[0].__csv_header__)
-        for obj in objects:
-            writer.writerow(obj.to_csv())
-
-
-# Reload static database data, this has to be called from the app context
-def reload_static_data():
-    print("Initializing database with static values...")
-    # Create it/update tables (if it/they doesn't exist!)
-    db.create_all()
-
-    # Clear static data
-    db.session.query(DbTeam).delete()
-    db.session.query(DbDriver).delete()
-    db.session.query(DbRace).delete()
-
-    # Reload static data
-    for row in load_csv("data/static_import/teams.csv"):
-        db.session.add(DbTeam.from_csv(row))
-    for row in load_csv("data/static_import/drivers.csv"):
-        db.session.add(DbDriver.from_csv(row))
-    for row in load_csv("data/static_import/races.csv"):
-        db.session.add(DbRace.from_csv(row))
-
-    db.session.commit()
-
-
-def reload_dynamic_data():
-    print("Initializing database with dynamic values...")
-    # Create it/update tables (if it/they doesn't exist!)
-    db.create_all()
-
-    # Clear dynamic data
-    db.session.query(DbUser).delete()
-    db.session.query(DbRaceResult).delete()
-    db.session.query(DbRaceGuess).delete()
-    db.session.query(DbSeasonGuess).delete()
-
-    # Reload dynamic data
-    for row in load_csv("data/dynamic_export/users.csv"):
-        db.session.add(DbUser.from_csv(row))
-    for row in load_csv("data/dynamic_export/raceresults.csv"):
-        db.session.add(DbRaceResult.from_csv(row))
-    for row in load_csv("data/dynamic_export/raceguesses.csv"):
-        db.session.add(DbRaceGuess.from_csv(row))
-    for row in load_csv("data/dynamic_export/seasonguesses.csv"):
-        db.session.add(DbSeasonGuess.from_csv(row))
-
-    db.session.commit()
-
-
-def reload_season_guess_result_data():
-    print("Loading season guess results...")
-    # Create it/update tables (if it/they doesn't exist!)
-    db.create_all()
-
-    # Clear result data
-    db.session.query(DbSeasonGuessResult).delete()
-
-    # Reload result data
-    for row in load_csv("data/static_import/season_guess_results.csv"):
-        db.session.add(DbSeasonGuessResult.from_csv(row))
-
-    db.session.commit()
-
-
-def export_dynamic_data():
-    print("Exporting Userdata...")
-
-    users: List[DbUser] = db.session.query(DbUser).all()
-    raceresults: List[DbRaceResult] = db.session.query(DbRaceResult).all()
-    raceguesses: List[DbRaceGuess] = db.session.query(DbRaceGuess).all()
-    seasonguesses: List[DbSeasonGuess] = db.session.query(DbSeasonGuess).all()
-
-    write_csv("data/dynamic_export/users.csv", users)
-    write_csv("data/dynamic_export/raceresults.csv", raceresults)
-    write_csv("data/dynamic_export/raceguesses.csv", raceguesses)
-    write_csv("data/dynamic_export/seasonguesses.csv", seasonguesses)

formula10/database/model/db_driver.py

@@ -1,5 +1,4 @@
-from typing import List
-from sqlalchemy import String, ForeignKey
+from sqlalchemy import Integer, String, ForeignKey, Boolean
 from sqlalchemy.orm import mapped_column, Mapped, relationship
 
 from formula10.database.model.db_team import DbTeam
@@ -13,21 +12,15 @@ class DbDriver(db.Model):
     """
     __tablename__ = "driver"
 
-    def __init__(self, *, name: str):
-        self.name = name  # Primary key
+    def __init__(self, *, id: int):
+        self.id = id  # Primary key
 
-    @classmethod
-    def from_csv(cls, row: List[str]):
-        db_driver: DbDriver = cls(name=str(row[0]))
-        db_driver.abbr = str(row[1])
-        db_driver.team_name = str(row[2])
-        db_driver.country_code = str(row[3])
-        return db_driver
-
-    name: Mapped[str] = mapped_column(String(32), primary_key=True)
-    abbr: Mapped[str] = mapped_column(String(4))
-    team_name: Mapped[str] = mapped_column(ForeignKey("team.name"))
-    country_code: Mapped[str] = mapped_column(String(2))  # alpha-2 code
+    id: Mapped[int] = mapped_column(Integer, primary_key=True, autoincrement=False)
+    name: Mapped[str] = mapped_column(String(32), nullable=False, unique=True)
+    abbr: Mapped[str] = mapped_column(String(4), nullable=False, unique=True)
+    team_id: Mapped[str] = mapped_column(ForeignKey("team.id"), nullable=False)
+    country_code: Mapped[str] = mapped_column(String(2), nullable=False)  # alpha-2 code
+    active: Mapped[bool] = mapped_column(Boolean, nullable=False)
 
     # Relationships
-    team: Mapped[DbTeam] = relationship("DbTeam", foreign_keys=[team_name])
+    team: Mapped[DbTeam] = relationship("DbTeam", foreign_keys=[team_id])

formula10/database/model/db_race.py

@@ -1,6 +1,5 @@
 from datetime import datetime
-from typing import List
-from sqlalchemy import DateTime, Integer, String
+from sqlalchemy import Boolean, DateTime, Integer, String
 from sqlalchemy.orm import Mapped, mapped_column
 
 from formula10 import db
@@ -13,22 +12,13 @@ class DbRace(db.Model):
     """
     __tablename__ = "race"
 
-    def __init__(self, *, name: str, number: int, date: datetime, pxx: int):
-        self.name = name  # Primary key
+    def __init__(self, *, id: int):
+        self.id = id  # Primary key
 
-        self.number = number
-        self.date = date
-        self.pxx = pxx
-
-    @classmethod
-    def from_csv(cls, row: List[str]):
-        db_race: DbRace = cls(name=str(row[0]),
-                              number=int(row[1]),
-                              date=datetime.strptime(str(row[2]), "%Y-%m-%d-%H-%M"),
-                              pxx=int(row[3]))
-        return db_race
-
-    name: Mapped[str] = mapped_column(String(64), primary_key=True)
-    number: Mapped[int] = mapped_column(Integer)
-    date: Mapped[datetime] = mapped_column(DateTime)
-    pxx: Mapped[int] = mapped_column(Integer)  # This is the place to guess
+    id: Mapped[int] = mapped_column(Integer, primary_key=True, autoincrement=False)
+    name: Mapped[str] = mapped_column(String(64), nullable=False, unique=True)
+    number: Mapped[int] = mapped_column(Integer, nullable=False, unique=True)
+    date: Mapped[datetime] = mapped_column(DateTime, nullable=False, unique=True)
+    pxx: Mapped[int] = mapped_column(Integer, nullable=False)  # This is the place to guess
+    quali_date: Mapped[datetime] = mapped_column(DateTime, nullable=False, unique=True)
+    has_sprint: Mapped[bool] = mapped_column(Boolean, nullable=False)

formula10/database/model/db_race_guess.py

@@ -1,4 +1,3 @@
-from typing import Any, List
 from sqlalchemy import ForeignKey
 from sqlalchemy.orm import Mapped, mapped_column, relationship
 
@@ -14,38 +13,18 @@ class DbRaceGuess(db.Model):
     It stores the corresponding race and the guessed drivers for PXX and DNF.
     """
     __tablename__ = "raceguess"
-    __csv_header__ = ["user_name", "race_name", "pxx_driver_name", "dnf_driver_name"]
 
-    def __init__(self, *, user_name: str, race_name: str, pxx_driver_name: str, dnf_driver_name: str):
-        self.user_name = user_name  # Primary key
-        self.race_name = race_name  # Primary key
+    def __init__(self, *, user_id: int, race_id: int):
+        self.user_id = user_id  # Primary key
+        self.race_id = race_id  # Primary key
 
-        self.dnf_driver_name = dnf_driver_name
-        self.pxx_driver_name = pxx_driver_name
-
-    @classmethod
-    def from_csv(cls, row: List[str]):
-        db_race_guess: DbRaceGuess = cls(user_name=str(row[0]),
-                                         race_name=str(row[1]),
-                                         pxx_driver_name=str(row[2]),
-                                         dnf_driver_name=str(row[3]))
-        return db_race_guess
-
-    def to_csv(self) -> List[Any]:
-        return [
-            self.user_name,
-            self.race_name,
-            self.pxx_driver_name,
-            self.dnf_driver_name
-        ]
-
-    user_name: Mapped[str] = mapped_column(ForeignKey("user.name"), primary_key=True)
-    race_name: Mapped[str] = mapped_column(ForeignKey("race.name"), primary_key=True)
-    pxx_driver_name: Mapped[str] = mapped_column(ForeignKey("driver.name"))
-    dnf_driver_name: Mapped[str] = mapped_column(ForeignKey("driver.name"))
+    user_id: Mapped[int] = mapped_column(ForeignKey("user.id"), primary_key=True)
+    race_id: Mapped[int] = mapped_column(ForeignKey("race.id"), primary_key=True)
+    pxx_driver_id: Mapped[int] = mapped_column(ForeignKey("driver.id"), nullable=False)
+    dnf_driver_id: Mapped[int] = mapped_column(ForeignKey("driver.id"), nullable=False)
 
     # Relationships
-    user: Mapped[DbUser] = relationship("DbUser", foreign_keys=[user_name])
-    race: Mapped[DbRace] = relationship("DbRace", foreign_keys=[race_name])
-    pxx: Mapped[DbDriver] = relationship("DbDriver", foreign_keys=[pxx_driver_name])
-    dnf: Mapped[DbDriver] = relationship("DbDriver", foreign_keys=[dnf_driver_name])
+    user: Mapped[DbUser] = relationship("DbUser", foreign_keys=[user_id])
+    race: Mapped[DbRace] = relationship("DbRace", foreign_keys=[race_id])
+    pxx: Mapped[DbDriver] = relationship("DbDriver", foreign_keys=[pxx_driver_id])
+    dnf: Mapped[DbDriver] = relationship("DbDriver", foreign_keys=[dnf_driver_id])

formula10/database/model/db_race_result.py

@@ -1,6 +1,6 @@
-from typing import Any, List
 from sqlalchemy import ForeignKey, String
 from sqlalchemy.orm import Mapped, mapped_column, relationship
+from formula10.database.model.db_driver import DbDriver
 
 from formula10.database.model.db_race import DbRace
 from formula10 import db
@@ -11,39 +11,20 @@ class DbRaceResult(db.Model):
     It stores the corresponding race and dictionaries of place-/dnf-order and a list of drivers that are excluded from the standings for this race.
     """
     __tablename__ = "raceresult"
-    __csv_header__ = ["race_name", "pxx_driver_names_json", "first_dnf_driver_names_json", "dnf_driver_names_json", "excluded_driver_names_json"]
 
-    def __init__(self, *, race_name: str, pxx_driver_names_json: str, first_dnf_driver_names_json: str, dnf_driver_names_json: str, excluded_driver_names_json: str):
-        self.race_name = race_name  # Primary key
+    def __init__(self, *, race_id: int):
+        self.race_id = race_id  # Primary key
 
-        self.pxx_driver_names_json = pxx_driver_names_json
-        self.first_dnf_driver_names_json = first_dnf_driver_names_json
-        self.dnf_driver_names_json = dnf_driver_names_json
-        self.excluded_driver_names_json = excluded_driver_names_json
+    race_id: Mapped[int] = mapped_column(ForeignKey("race.id"), primary_key=True)
+    pxx_driver_ids_json: Mapped[str] = mapped_column(String(1024), nullable=False)
+    first_dnf_driver_ids_json: Mapped[str] = mapped_column(String(1024), nullable=False)
+    dnf_driver_ids_json: Mapped[str] = mapped_column(String(1024), nullable=False)
+    excluded_driver_ids_json: Mapped[str] = mapped_column(String(1024), nullable=False)
 
-    @classmethod
-    def from_csv(cls, row: List[str]):
-        db_race_result: DbRaceResult = cls(race_name=str(row[0]),
-                                           pxx_driver_names_json=str(row[1]),
-                                           first_dnf_driver_names_json=str(row[2]),
-                                           dnf_driver_names_json=str(row[3]),
-                                           excluded_driver_names_json=str(row[4]))
-        return db_race_result
-
-    def to_csv(self) -> List[Any]:
-        return [
-            self.race_name,
-            self.pxx_driver_names_json,
-            self.first_dnf_driver_names_json,
-            self.dnf_driver_names_json,
-            self.excluded_driver_names_json
-        ]
-
-    race_name: Mapped[str] = mapped_column(ForeignKey("race.name"), primary_key=True)
-    pxx_driver_names_json: Mapped[str] = mapped_column(String(1024))
-    first_dnf_driver_names_json: Mapped[str] = mapped_column(String(1024))
-    dnf_driver_names_json: Mapped[str] = mapped_column(String(1024))
-    excluded_driver_names_json: Mapped[str] = mapped_column(String(1024))
+    fastest_lap_id: Mapped[int] = mapped_column(ForeignKey("driver.id"), nullable=False)
+    sprint_dnf_driver_ids_json: Mapped[str] = mapped_column(String(1024), nullable=False)
+    sprint_points_json: Mapped[str] = mapped_column(String(1024), nullable=False)
 
     # Relationships
-    race: Mapped[DbRace] = relationship("DbRace", foreign_keys=[race_name])
+    race: Mapped[DbRace] = relationship("DbRace", foreign_keys=[race_id])
+    fastest_lap_driver: Mapped[DbDriver] = relationship("DbDriver", foreign_keys=[fastest_lap_id])

formula10/database/model/db_season_guess.py

@@ -1,4 +1,3 @@
-from typing import Any, List
 from sqlalchemy import ForeignKey, String
 from sqlalchemy.orm import Mapped, mapped_column, relationship
 
@@ -12,56 +11,24 @@ class DbSeasonGuess(db.Model):
     A collection of bonus guesses for the entire season.
     """
     __tablename__ = "seasonguess"
-    __csv_header__ = ["user_name", "hot_take", "p2_team_name",
-                      "overtake_driver_name", "dnf_driver_name", "gained_driver_name", "lost_driver_name",
-                      "team_winners_driver_names_json", "podium_drivers_driver_names_json"]
 
-    def __init__(self, *, user_name: str, team_winners_driver_names_json: str, podium_drivers_driver_names_json: str):
-        self.user_name = user_name  # Primary key
+    def __init__(self, *, user_id: int):
+        self.user_id = user_id  # Primary key
 
-        self.team_winners_driver_names_json = team_winners_driver_names_json
-        self.podium_drivers_driver_names_json = podium_drivers_driver_names_json
-
-    @classmethod
-    def from_csv(cls, row: List[str]):
-        db_season_guess: DbSeasonGuess = cls(user_name=str(row[0]),
-                                             team_winners_driver_names_json=str(row[7]),
-                                             podium_drivers_driver_names_json=str(row[8]))
-        db_season_guess.hot_take = str(row[1])
-        db_season_guess.p2_team_name = str(row[2])
-        db_season_guess.overtake_driver_name = str(row[3])
-        db_season_guess.dnf_driver_name = str(row[4])
-        db_season_guess.gained_driver_name = str(row[5])
-        db_season_guess.lost_driver_name = str(row[6])
-        return db_season_guess
-
-    def to_csv(self) -> List[Any]:
-        return [
-            self.user_name,
-            self.hot_take,
-            self.p2_team_name,
-            self.overtake_driver_name,
-            self.dnf_driver_name,
-            self.gained_driver_name,
-            self.lost_driver_name,
-            self.team_winners_driver_names_json,
-            self.podium_drivers_driver_names_json
-        ]
-
-    user_name: Mapped[str] = mapped_column(ForeignKey("user.name"), primary_key=True)
+    user_id: Mapped[int] = mapped_column(ForeignKey("user.id"), primary_key=True)
     hot_take: Mapped[str | None] = mapped_column(String(512), nullable=True)
-    p2_team_name: Mapped[str | None] = mapped_column(ForeignKey("team.name"), nullable=True)
-    overtake_driver_name: Mapped[str | None] = mapped_column(ForeignKey("driver.name"), nullable=True)
-    dnf_driver_name: Mapped[str | None] = mapped_column(ForeignKey("driver.name"), nullable=True)
-    gained_driver_name: Mapped[str | None] = mapped_column(ForeignKey("driver.name"), nullable=True)
-    lost_driver_name: Mapped[str | None] = mapped_column(ForeignKey("driver.name"), nullable=True)
-    team_winners_driver_names_json: Mapped[str] = mapped_column(String(1024))
-    podium_drivers_driver_names_json: Mapped[str] = mapped_column(String(1024))
+    p2_team_id: Mapped[int | None] = mapped_column(ForeignKey("team.id"), nullable=True)
+    overtake_driver_id: Mapped[int | None] = mapped_column(ForeignKey("driver.id"), nullable=True)
+    dnf_driver_id: Mapped[int | None] = mapped_column(ForeignKey("driver.id"), nullable=True)
+    gained_driver_id: Mapped[int | None] = mapped_column(ForeignKey("driver.id"), nullable=True)
+    lost_driver_id: Mapped[int | None] = mapped_column(ForeignKey("driver.id"), nullable=True)
+    team_winners_driver_ids_json: Mapped[str] = mapped_column(String(1024))
+    podium_drivers_driver_ids_json: Mapped[str] = mapped_column(String(1024))
 
     # Relationships
-    user: Mapped[DbUser] = relationship("DbUser", foreign_keys=[user_name])
-    p2_team: Mapped[DbTeam | None] = relationship("DbTeam", foreign_keys=[p2_team_name])
-    overtake_driver: Mapped[DbDriver | None] = relationship("DbDriver", foreign_keys=[overtake_driver_name])
-    dnf_driver: Mapped[DbDriver | None] = relationship("DbDriver", foreign_keys=[dnf_driver_name])
-    gained_driver: Mapped[DbDriver | None] = relationship("DbDriver", foreign_keys=[gained_driver_name])
-    lost_driver: Mapped[DbDriver | None] = relationship("DbDriver", foreign_keys=[lost_driver_name])
+    user: Mapped[DbUser] = relationship("DbUser", foreign_keys=[user_id])
+    p2_team: Mapped[DbTeam | None] = relationship("DbTeam", foreign_keys=[p2_team_id])
+    overtake_driver: Mapped[DbDriver | None] = relationship("DbDriver", foreign_keys=[overtake_driver_id])
+    dnf_driver: Mapped[DbDriver | None] = relationship("DbDriver", foreign_keys=[dnf_driver_id])
+    gained_driver: Mapped[DbDriver | None] = relationship("DbDriver", foreign_keys=[gained_driver_id])
+    lost_driver: Mapped[DbDriver | None] = relationship("DbDriver", foreign_keys=[lost_driver_id])

formula10/database/model/db_season_guess_result.py

@@ -1,5 +1,3 @@
-from typing import List
-
 from sqlalchemy import Boolean, ForeignKey
 from sqlalchemy.orm import Mapped, mapped_column, relationship
 
@@ -12,33 +10,13 @@ class DbSeasonGuessResult(db.Model):
     """
 
     __tablename__ = "seasonguessresult"
-    __csv_header__ = ["user_name", "hot_take_correct", "overtakes_correct"]
 
-    def __init__(self, *, user_name: str, hot_take_correct: bool, overtakes_correct: bool):
-        self.user_name = user_name  # Primary key
+    def __init__(self, *, user_id: int):
+        self.user_id = user_id  # Primary key
 
-        self.hot_take_correct = hot_take_correct
-        self.overtakes_correct = overtakes_correct
-
-    @classmethod
-    def from_csv(cls, row: List[str]):
-        db_season_guess_result: DbSeasonGuessResult = cls(user_name=str(row[0]),
-                                                          hot_take_correct=True if str(row[1])=="True" else False,
-                                                          overtakes_correct=True if str(row[2])=="True" else False)
-
-        return db_season_guess_result
-
-    # This object can't be edited from the page context
-    # def to_csv(self) -> List[Any]:
-    #     return [
-    #         self.user_name,
-    #         self.hot_take_correct,
-    #         self.overtakes_correct
-    #     ]
-
-    user_name: Mapped[str] = mapped_column(ForeignKey("user.name"), primary_key=True)
-    hot_take_correct: Mapped[bool] = mapped_column(Boolean)
-    overtakes_correct: Mapped[bool] = mapped_column(Boolean)
+    user_id: Mapped[int] = mapped_column(ForeignKey("user.id"), primary_key=True)
+    hot_take_correct: Mapped[bool] = mapped_column(Boolean, nullable=False)
+    overtakes_correct: Mapped[bool] = mapped_column(Boolean, nullable=False)
 
     # Relationships
-    user: Mapped[DbUser] = relationship("DbUser", foreign_keys=[user_name])
+    user: Mapped[DbUser] = relationship("DbUser", foreign_keys=[user_id])

formula10/database/model/db_team.py

@@ -1,5 +1,4 @@
-from typing import List
-from sqlalchemy import String
+from sqlalchemy import Integer, String
 from sqlalchemy.orm import Mapped, mapped_column
 
 from formula10 import db
@@ -11,12 +10,8 @@ class DbTeam(db.Model):
     """
     __tablename__ = "team"
 
-    def __init__(self, *, name: str):
-        self.name = name  # Primary key
+    def __init__(self, *, id: int):
+        self.id = id  # Primary key
 
-    @classmethod
-    def from_csv(cls, row: List[str]):
-        db_team: DbTeam = cls(name=str(row[0]))
-        return db_team
-
-    name: Mapped[str] = mapped_column(String(32), primary_key=True)
+    id: Mapped[int] = mapped_column(Integer, primary_key=True, autoincrement=False)
+    name: Mapped[str] = mapped_column(String(32), nullable=False, unique=True)

formula10/database/model/db_user.py

@@ -1,5 +1,4 @@
-from typing import Any, List
-from sqlalchemy import Boolean, String
+from sqlalchemy import Boolean, Integer, String
 from sqlalchemy.orm import Mapped, mapped_column
 
 from formula10 import db
@@ -10,24 +9,11 @@ class DbUser(db.Model):
     A user that can guess races (name only).
     """
     __tablename__ = "user"
-    __csv_header__ = ["name", "enabled"]
 
-    def __init__(self, *, name: str, enabled: bool):
-        self.name = name  # Primary key
+    def __init__(self, *, id: int | None):
+        if id is not None:
+            self.id = id  # Primary key
 
-        self.enabled = enabled
-
-    @classmethod
-    def from_csv(cls, row: List[str]):
-        db_user: DbUser = cls(name=str(row[0]),
-                              enabled=True if str(row[1])=="True" else False)
-        return db_user
-
-    def to_csv(self) -> List[Any]:
-        return [
-            self.name,
-            self.enabled
-        ]
-
-    name: Mapped[str] = mapped_column(String(32), primary_key=True)
-    enabled: Mapped[bool] = mapped_column(Boolean)
+    id: Mapped[int] = mapped_column(Integer, primary_key=True, autoincrement=True)
+    name: Mapped[str] = mapped_column(String(32), nullable=False, unique=True)
+    enabled: Mapped[bool] = mapped_column(Boolean, nullable=False)

formula10/database/update_queries.py

@@ -6,6 +6,7 @@ from werkzeug import Response
 from formula10.controller.error_controller import error_redirect
 
 from formula10.database.common_queries import race_has_result, user_exists_and_disabled, user_exists_and_enabled
+from formula10.database.model.db_race import DbRace
 from formula10.database.model.db_race_guess import DbRaceGuess
 from formula10.database.model.db_race_result import DbRaceResult
 from formula10.database.model.db_season_guess import DbSeasonGuess
@@ -14,159 +15,182 @@ from formula10.database.validation import any_is_none, positions_are_contiguous,
 from formula10 import ENABLE_TIMING, db
 
 
-def find_or_create_race_guess(user_name: str, race_name: str) -> DbRaceGuess:
+def find_or_create_race_guess(user_id: int, race_id: int) -> DbRaceGuess:
     # There can be a single RaceGuess at most, since (user_name, race_name) is the composite primary key
-    race_guess: DbRaceGuess | None = db.session.query(DbRaceGuess).filter_by(user_name=user_name, race_name=race_name).first()
+    race_guess: DbRaceGuess | None = db.session.query(DbRaceGuess).filter_by(user_id=user_id, race_id=race_id).first()
     if race_guess is not None:
         return race_guess
 
     # Insert a new RaceGuess
-    race_guess = DbRaceGuess(user_name=user_name, race_name=race_name, pxx_driver_name="TEMP", dnf_driver_name="TEMP")
+    race_guess = DbRaceGuess(user_id=user_id, race_id=race_id)
+    race_guess.pxx_driver_id = 9999
+    race_guess.dnf_driver_id = 9999
     db.session.add(race_guess)
     db.session.commit()
 
     # Double check if database insertion worked and obtain any values set by the database
-    race_guess = db.session.query(DbRaceGuess).filter_by(user_name=user_name, race_name=race_name).first()
+    race_guess = db.session.query(DbRaceGuess).filter_by(user_id=user_id, race_id=race_id).first()
     if race_guess is None:
         raise Exception("Failed adding RaceGuess to the database")
 
     return race_guess
 
 
-def update_race_guess(race_name: str, user_name: str, pxx_select: str | None, dnf_select: str | None) -> Response:
-    if any_is_none(pxx_select, dnf_select):
-        return error_redirect(f"Picks for race \"{race_name}\" were not saved, because you did not fill all the fields.")
+def update_race_guess(race_id: int, user_id: int, pxx_select_id: int | None, dnf_select_id: int | None) -> Response:
+    if any_is_none(pxx_select_id, dnf_select_id):
+        return error_redirect(f"Picks for race \"{race_id}\" were not saved, because you did not fill all the fields.")
 
-    if ENABLE_TIMING and race_has_started(race_name=race_name):
-        return error_redirect(f"No picks for race \"{race_name}\" can be entered, as this race has already started.")
+    if ENABLE_TIMING and race_has_started(race_id=race_id):
+        return error_redirect(f"No picks for race \"{race_id}\" can be entered, as this race has already started.")
 
-    if race_has_result(race_name):
-        return error_redirect(f"No picks for race \"{race_name}\" can be entered, as this race has already finished.")
+    if race_has_result(race_id):
+        return error_redirect(f"No picks for race \"{race_id}\" can be entered, as this race has already finished.")
 
-    pxx_driver_name: str = cast(str, pxx_select)
-    dnf_driver_name: str = cast(str, dnf_select)
+    pxx_driver_id: int = cast(int, pxx_select_id)
+    dnf_driver_id: int = cast(int, dnf_select_id)
 
-    race_guess: DbRaceGuess = find_or_create_race_guess(user_name, race_name)
-    race_guess.pxx_driver_name = pxx_driver_name
-    race_guess.dnf_driver_name = dnf_driver_name
+    race_guess: DbRaceGuess = find_or_create_race_guess(user_id, race_id)
+    race_guess.pxx_driver_id = pxx_driver_id
+    race_guess.dnf_driver_id = dnf_driver_id
 
     db.session.commit()
 
     return redirect("/race/Everyone")
 
 
-def delete_race_guess(race_name: str, user_name: str) -> Response:
+def delete_race_guess(race_id: int, user_id: int) -> Response:
     # Don't change guesses that are already over
-    if ENABLE_TIMING and race_has_started(race_name=race_name):
-        return error_redirect(f"No picks for race \"{race_name}\" can be deleted, as this race has already started.")
+    if ENABLE_TIMING and race_has_started(race_id=race_id):
+        return error_redirect(f"No picks for race with id \"{race_id}\" can be deleted, as this race has already started.")
 
-    if race_has_result(race_name):
-        return error_redirect(f"No picks for race \"{race_name}\" can be deleted, as this race has already finished.")
+    if race_has_result(race_id):
+        return error_redirect(f"No picks for race \"{race_id}\" can be deleted, as this race has already finished.")
 
     # Does not throw if row doesn't exist
-    db.session.query(DbRaceGuess).filter_by(race_name=race_name, user_name=user_name).delete()
+    db.session.query(DbRaceGuess).filter_by(race_id=race_id, user_id=user_id).delete()
     db.session.commit()
 
     return redirect("/race/Everyone")
 
 
-def find_or_create_season_guess(user_name: str) -> DbSeasonGuess:
+def find_or_create_season_guess(user_id: int) -> DbSeasonGuess:
     # There can be a single SeasonGuess at most, since user_name is the primary key
-    season_guess: DbSeasonGuess | None = db.session.query(DbSeasonGuess).filter_by(user_name=user_name).first()
+    season_guess: DbSeasonGuess | None = db.session.query(DbSeasonGuess).filter_by(user_id=user_id).first()
     if season_guess is not None:
         return season_guess
 
     # Insert a new SeasonGuess
-    season_guess = DbSeasonGuess(user_name=user_name, team_winners_driver_names_json=json.dumps(["TEMP"]), podium_drivers_driver_names_json=json.dumps(["TEMP"]))
+    season_guess = DbSeasonGuess(user_id=user_id)
+    season_guess.team_winners_driver_ids_json=json.dumps(["9999"])
+    season_guess.podium_drivers_driver_ids_json=json.dumps(["9999"])
     db.session.add(season_guess)
     db.session.commit()
 
     # Double check if database insertion worked and obtain any values set by the database
-    season_guess = db.session.query(DbSeasonGuess).filter_by(user_name=user_name).first()
+    season_guess = db.session.query(DbSeasonGuess).filter_by(user_id=user_id).first()
     if season_guess is None:
         raise Exception("Failed adding SeasonGuess to the database")
 
     return season_guess
 
 
-def update_season_guess(user_name: str, guesses: List[str | None], team_winner_guesses: List[str | None], podium_driver_guesses: List[str]) -> Response:
+def update_season_guess(user_id: int, guesses: List[str | None], team_winner_guesses: List[str | None], podium_driver_guesses: List[str]) -> Response:
     # Pylance marks type errors here, but those are intended. Columns are marked nullable.
 
-    if ENABLE_TIMING and race_has_started(race_name="Bahrain"):
+    if ENABLE_TIMING and race_has_started(race_id=1):
         return error_redirect("No season picks can be entered, as the season has already begun!")
 
-    season_guess: DbSeasonGuess = find_or_create_season_guess(user_name)
+    season_guess: DbSeasonGuess = find_or_create_season_guess(user_id)
     season_guess.hot_take = guesses[0]  # type: ignore
-    season_guess.p2_team_name = guesses[1]  # type: ignore
-    season_guess.overtake_driver_name = guesses[2]  # type: ignore
-    season_guess.dnf_driver_name = guesses[3]  # type: ignore
-    season_guess.gained_driver_name = guesses[4]  # type: ignore
-    season_guess.lost_driver_name = guesses[5]  # type: ignore
-    season_guess.team_winners_driver_names_json = json.dumps(team_winner_guesses)
-    season_guess.podium_drivers_driver_names_json = json.dumps(podium_driver_guesses)
+    season_guess.p2_team_id = guesses[1]  # type: ignore
+    season_guess.overtake_driver_id = guesses[2]  # type: ignore
+    season_guess.dnf_driver_id = guesses[3]  # type: ignore
+    season_guess.gained_driver_id = guesses[4]  # type: ignore
+    season_guess.lost_driver_id = guesses[5]  # type: ignore
+    season_guess.team_winners_driver_ids_json = json.dumps(team_winner_guesses)
+    season_guess.podium_drivers_driver_ids_json = json.dumps(podium_driver_guesses)
 
     db.session.commit()
 
     return redirect(f"/season/Everyone")
 
 
-def find_or_create_race_result(race_name: str) -> DbRaceResult:
+def find_or_create_race_result(race_id: int) -> DbRaceResult:
     # There can be a single RaceResult at most, since race_name is the primary key
-    race_result: DbRaceResult | None = db.session.query(DbRaceResult).filter_by(race_name=race_name).first()
+    race_result: DbRaceResult | None = db.session.query(DbRaceResult).filter_by(race_id=race_id).first()
     if race_result is not None:
         return race_result
 
-    race_result = DbRaceResult(race_name=race_name,
-                               pxx_driver_names_json=json.dumps(["TEMP"]),
-                               first_dnf_driver_names_json=json.dumps(["TEMP"]),
-                               dnf_driver_names_json=json.dumps(["TEMP"]),
-                               excluded_driver_names_json=json.dumps(["TEMP"]))
+    race_result = DbRaceResult(race_id=race_id)
+    race_result.pxx_driver_ids_json = json.dumps(["9999"])
+    race_result.first_dnf_driver_ids_json = json.dumps(["9999"])
+    race_result.dnf_driver_ids_json = json.dumps(["9999"])
+    race_result.excluded_driver_ids_json = json.dumps(["9999"])
+
+    race_result.fastest_lap_id = 9999
+    race_result.sprint_dnf_driver_ids_json = json.dumps([])
+    race_result.sprint_points_json = json.dumps({})
+
     db.session.add(race_result)
     db.session.commit()
 
     # Double check if database insertion worked and obtain any values set by the database
-    race_result = db.session.query(DbRaceResult).filter_by(race_name=race_name).first()
+    race_result = db.session.query(DbRaceResult).filter_by(race_id=race_id).first()
     if race_result is None:
         raise Exception("Failed adding RaceResult to the database")
 
     return race_result
 
 
-def update_race_result(race_name: str, pxx_driver_names_list: List[str], first_dnf_driver_names_list: List[str], dnf_driver_names_list: List[str], excluded_driver_names_list: List[str]) -> Response:
-    if ENABLE_TIMING and not race_has_started(race_name=race_name):
+def update_race_result(race_id: int, pxx_driver_ids_list: List[str], first_dnf_driver_ids_list: List[str], dnf_driver_ids_list: List[str], excluded_driver_ids_list: List[str],
+                       fastest_lap_driver_id: int, sprint_pxx_driver_ids_list: List[str], sprint_dnf_driver_ids_list: List[str]) -> Response:
+    if ENABLE_TIMING and not race_has_started(race_id=race_id):
         return error_redirect("No race result can be entered, as the race has not begun!")
 
     # Use strings as keys, as these dicts will be serialized to json
-    pxx_driver_names: Dict[str, str] = {
-        str(position + 1): driver for position, driver in enumerate(pxx_driver_names_list)
+    pxx_driver_ids: Dict[str, str] = {
+        str(position + 1): driver_id for position, driver_id in enumerate(pxx_driver_ids_list)
     }
 
     # Not counted drivers have to be at the end
-    excluded_driver_names: Dict[str, str] = {
-        str(position + 1): driver for position, driver in enumerate(pxx_driver_names_list)
-        if driver in excluded_driver_names_list
+    excluded_driver_ids: Dict[str, str] = {
+        str(position + 1): driver_id for position, driver_id in enumerate(pxx_driver_ids_list)
+        if driver_id in excluded_driver_ids_list
     }
-    if len(excluded_driver_names) > 0 and (not "20" in excluded_driver_names or not positions_are_contiguous(list(excluded_driver_names.keys()))):
+    if len(excluded_driver_ids) > 0 and (not "20" in excluded_driver_ids or not positions_are_contiguous(list(excluded_driver_ids.keys()))):
         return error_redirect("Race result was not saved, as excluded drivers must be contiguous and at the end of the field!")
 
     # First DNF drivers have to be contained in DNF drivers
-    for driver_name in first_dnf_driver_names_list:
-        if driver_name not in dnf_driver_names_list:
-            dnf_driver_names_list.append(driver_name)
+    for driver_id in first_dnf_driver_ids_list:
+        if driver_id not in dnf_driver_ids_list:
+            dnf_driver_ids_list.append(driver_id)
 
     # There can't be dnfs but no initial dnfs
-    if len(dnf_driver_names_list) > 0 and len(first_dnf_driver_names_list) == 0:
+    if len(dnf_driver_ids_list) > 0 and len(first_dnf_driver_ids_list) == 0:
         return error_redirect("Race result was not saved, as there cannot be DNFs without (an) initial DNF(s)!")
 
-    race_result: DbRaceResult = find_or_create_race_result(race_name)
-    race_result.pxx_driver_names_json = json.dumps(pxx_driver_names)
-    race_result.first_dnf_driver_names_json = json.dumps(first_dnf_driver_names_list)
-    race_result.dnf_driver_names_json = json.dumps(dnf_driver_names_list)
-    race_result.excluded_driver_names_json = json.dumps(excluded_driver_names_list)
+    race_result: DbRaceResult = find_or_create_race_result(race_id)
+    race_result.pxx_driver_ids_json = json.dumps(pxx_driver_ids)
+    race_result.first_dnf_driver_ids_json = json.dumps(first_dnf_driver_ids_list)
+    race_result.dnf_driver_ids_json = json.dumps(dnf_driver_ids_list)
+    race_result.excluded_driver_ids_json = json.dumps(excluded_driver_ids_list)
+
+    # Extra stats for points calculation
+    sprint_pxx_driver_ids: Dict[str, str] = {
+        str(position + 1): driver_id for position, driver_id in enumerate(sprint_pxx_driver_ids_list)
+    }
+
+    race_result.fastest_lap_id = fastest_lap_driver_id
+    race_result.sprint_dnf_driver_ids_json = json.dumps(sprint_dnf_driver_ids_list)
+    race_result.sprint_points_json = json.dumps(sprint_pxx_driver_ids)
 
     db.session.commit()
 
-    return redirect(f"/result/{quote(race_name)}")
+    race: DbRace | None = db.session.query(DbRace).filter_by(id=race_id).first()
+    if race is None:
+        raise Exception(f"Could not find DbRace with id {race_id}")
+
+    return redirect(f"/result/{quote(race.name)}")
 
 
 def update_user(user_name: str | None, add: bool = False, delete: bool = False) -> Response:
@@ -194,7 +218,9 @@ def update_user(user_name: str | None, add: bool = False, delete: bool = False)
             disabled_user.enabled = True
 
         else:
-            user: DbUser = DbUser(name=user_name, enabled=True)
+            user: DbUser = DbUser(id=None)
+            user.name = user_name
+            user.enabled = True
             db.session.add(user)
 
         db.session.commit()

formula10/database/validation.py

@@ -31,19 +31,19 @@ def race_has_started(*, race: Race) -> bool:
     return race_has_started(race=race)
 
 @overload
-def race_has_started(*, race_name: str) -> bool:
-    return race_has_started(race_name=race_name)
+def race_has_started(*, race_id: int) -> bool:
+    return race_has_started(race_id=race_id)
 
-def race_has_started(*, race: Race | None = None, race_name: str | None = None) -> bool:
-    if race is None and race_name is not None:
-        _race: DbRace | None = db.session.query(DbRace).filter_by(name=race_name).first()
+def race_has_started(*, race: Race | None = None, race_id: int | None = None) -> bool:
+    if race is None and race_id is not None:
+        _race: DbRace | None = db.session.query(DbRace).filter_by(id=race_id).first()
 
         if _race is None:
-            raise Exception(f"Couldn't obtain race {race_name} to check date")
+            raise Exception(f"Couldn't obtain race with id {race_id} to check date")
 
         return datetime.now() > _race.date
 
-    if race is not None and race_name is None:
+    if race is not None and race_id is None:
         return datetime.now() > race.date
 
     raise Exception("race_has_started received illegal arguments")
@@ -76,6 +76,19 @@ def find_multiple_strict(predicate: Callable[[_T], bool], iterable: Iterable[_T]
     return filtered
 
 
+def find_atleast_strict(predicate: Callable[[_T], bool], iterable: Iterable[_T], count: int = 0) -> List[_T]:
+    """
+    Finds at least <count> elements in a sequence matching a predicate.
+    Throws exception if fewer elements were found than specified.
+    """
+    filtered = list(filter(predicate, iterable))
+
+    if len(filtered) < count:
+        raise Exception(f"find_atleast found {len(filtered)} matching elements but expected at least {count}")
+
+    return filtered
+
+
 def find_single_strict(predicate: Callable[[_T], bool], iterable: Iterable[_T]) -> _T:
     """
     Find a single element in a sequence matching a predicate.

formula10/domain/cache_invalidator.py

@@ -0,0 +1,98 @@
+from typing import Callable, List
+
+from formula10 import cache
+from formula10.domain.domain_model import Model
+from formula10.domain.points_model import PointsModel
+
+
+def cache_invalidate_user_updated() -> None:
+    caches: List[str] = [
+        "domain_all_users",
+        "domain_all_race_guesses",
+        "domain_all_season_guesses",
+        "points_points_per_step",
+        "points_user_standing",
+    ]
+
+    memoized_caches: List[Callable] = [
+        PointsModel.points_by,
+        PointsModel.race_guesses_by,
+        PointsModel.season_guesses_by,
+    ]
+
+    for c in caches:
+        cache.delete(c)
+
+    for c in memoized_caches:
+        cache.delete_memoized(c)
+
+
+def cache_invalidate_race_result_updated() -> None:
+    caches: List[str] = [
+        "domain_all_race_results",
+        "points_points_per_step",
+        "points_team_points_per_step",
+        "points_dnfs",
+        "points_driver_points_per_step_cumulative",
+        "points_wdc_standing_by_position",
+        "points_wdc_standing_by_driver",
+        "points_most_dnf_names",
+        "points_most_gained_names",
+        "points_most_lost_names",
+        "points_team_points_per_step_cumulative",
+        "points_teams_sorted_by_points",
+        "points_wcc_standing_by_position",
+        "points_wcc_standing_by_team",
+        "points_user_standing",
+        "template_first_race_without_result",
+    ]
+
+    memoized_caches: List[Callable] = [
+        PointsModel.driver_points_per_step,
+        PointsModel.driver_points_by,
+        PointsModel.total_driver_points_by,
+        PointsModel.drivers_sorted_by_points,
+        PointsModel.total_team_points_by,
+        PointsModel.points_by,
+        PointsModel.is_team_winner,
+        PointsModel.has_podium,
+        PointsModel.picks_with_points_count,
+    ]
+
+    for c in caches:
+        cache.delete(c)
+
+    for c in memoized_caches:
+        cache.delete_memoized(c)
+
+
+def cache_invalidate_race_guess_updated() -> None:
+    caches: List[str] = [
+        "domain_all_race_guesses",
+    ]
+
+    memoized_caches: List[Callable] = [
+        Model.race_guesses_by,
+    ]
+
+    for c in caches:
+        cache.delete(c)
+
+    for c in memoized_caches:
+        cache.delete_memoized(c)
+
+
+def cache_invalidate_season_guess_updated() -> None:
+    caches: List[str] = [
+        "domain_all_season_guesses",
+    ]
+
+    memoized_caches: List[Callable] = [
+        Model.season_guesses_by,
+    ]
+
+    for c in caches:
+        cache.delete(c)
+
+    for c in memoized_caches:
+        cache.delete_memoized(c)

formula10/domain/domain_model.py

@@ -9,7 +9,7 @@ from formula10.database.model.db_season_guess import DbSeasonGuess
 from formula10.database.model.db_season_guess_result import DbSeasonGuessResult
 from formula10.database.model.db_team import DbTeam
 from formula10.database.model.db_user import DbUser
-from formula10.database.validation import find_multiple_strict, find_single_or_none_strict, find_single_strict
+from formula10.database.validation import find_multiple_strict, find_single_or_none_strict, find_single_strict, find_atleast_strict
 from formula10.domain.model.driver import NONE_DRIVER, Driver
 from formula10.domain.model.race import Race
 from formula10.domain.model.race_guess import RaceGuess
@@ -18,119 +18,97 @@ from formula10.domain.model.season_guess import SeasonGuess
 from formula10.domain.model.season_guess_result import SeasonGuessResult
 from formula10.domain.model.team import NONE_TEAM, Team
 from formula10.domain.model.user import User
-from formula10 import db
+from formula10 import db, cache
 
 
-class Model():
-    _all_users: List[User] | None = None
-    _all_race_results: List[RaceResult] | None = None
-    _all_race_guesses: List[RaceGuess] | None = None
-    _all_season_guesses: List[SeasonGuess] | None = None
-    _all_season_guess_results: List[SeasonGuessResult] | None = None
-    _all_races: List[Race] | None = None
-    _all_drivers: List[Driver] | None = None
-    _all_teams: List[Team] | None = None
-
-    def all_users(self) -> List[User]:
+class Model:
+    @staticmethod
+    @cache.cached(timeout=None, key_prefix="domain_all_users") # Clear when adding/deleting users
+    def all_users() -> List[User]:
         """
         Returns a list of all enabled users.
         """
-        if self._all_users is None:
-            self._all_users = [
-                User.from_db_user(db_user)
-                for db_user in db.session.query(DbUser).filter_by(enabled=True).all()
-            ]
+        db_users = db.session.query(DbUser).filter_by(enabled=True).all()
+        return [User.from_db_user(db_user) for db_user in db_users]
 
-        return self._all_users
-
-    def all_race_results(self) -> List[RaceResult]:
+    @staticmethod
+    @cache.cached(timeout=None, key_prefix="domain_all_race_results") # Clear when adding/updating results
+    def all_race_results() -> List[RaceResult]:
         """
         Returns a list of all race results, in descending order (most recent first).
         """
-        if self._all_race_results is None:
-            self._all_race_results = [
-                RaceResult.from_db_race_result(db_race_result)
-                for db_race_result in db.session.query(DbRaceResult).join(DbRaceResult.race).order_by(desc(DbRace.number)).all()
-            ]
+        db_race_results = db.session.query(DbRaceResult).join(DbRaceResult.race).order_by(desc("number")).all()
+        return [RaceResult.from_db_race_result(db_race_result) for db_race_result in db_race_results]
 
-        return self._all_race_results
-
-    def all_race_guesses(self) -> List[RaceGuess]:
+    @staticmethod
+    @cache.cached(timeout=None, key_prefix="domain_all_race_guesses") # Clear when adding/updating race guesses or users
+    def all_race_guesses() -> List[RaceGuess]:
         """
         Returns a list of all race guesses (of enabled users).
         """
-        if self._all_race_guesses is None:
-            self._all_race_guesses = [
-                RaceGuess.from_db_race_guess(db_race_guess)
-                for db_race_guess in db.session.query(DbRaceGuess).join(DbRaceGuess.user).filter_by(enabled=True).all()  # Ignore disabled users
-            ]
+        db_race_guesses = db.session.query(DbRaceGuess).join(DbRaceGuess.user).filter_by(enabled=True).all()
+        return [RaceGuess.from_db_race_guess(db_race_guess) for db_race_guess in db_race_guesses]
 
-        return self._all_race_guesses
-
-    def all_season_guesses(self) -> List[SeasonGuess]:
+    @staticmethod
+    @cache.cached(timeout=None, key_prefix="domain_all_season_guesses") # Clear when adding/updating season guesses or users
+    def all_season_guesses() -> List[SeasonGuess]:
         """
         Returns a list of all season guesses (of enabled users).
         """
-        if self._all_season_guesses is None:
-            self._all_season_guesses = [
-                SeasonGuess.from_db_season_guess(db_season_guess)
-                for db_season_guess in db.session.query(DbSeasonGuess).join(DbSeasonGuess.user).filter_by(enabled=True).all()  # Ignore disabled users
-            ]
+        db_season_guesses = db.session.query(DbSeasonGuess).join(DbSeasonGuess.user).filter_by(enabled=True).all()
+        return [SeasonGuess.from_db_season_guess(db_season_guess) for db_season_guess in db_season_guesses]
 
-        return self._all_season_guesses
+    @staticmethod
+    @cache.cached(timeout=None, key_prefix="domain_all_season_guess_results") # No cleanup, bc entered manually
+    def all_season_guess_results() -> List[SeasonGuessResult]:
+        """
+        Returns a list of all season guess results (of enabled users).
+        """
+        db_season_guess_results = db.session.query(DbSeasonGuessResult).join(DbSeasonGuessResult.user).filter_by(enabled=True).all()
+        return [SeasonGuessResult.from_db_season_guess_result(db_season_guess_result) for db_season_guess_result in db_season_guess_results]
 
-    def all_season_guess_results(self) -> List[SeasonGuessResult]:
-        if self._all_season_guess_results is None:
-            self._all_season_guess_results = [
-                SeasonGuessResult.from_db_season_guess_result(db_season_guess_result)
-                for db_season_guess_result in db.session.query(DbSeasonGuessResult).join(DbSeasonGuessResult.user).filter_by(enabled=True).all()  # Ignore disabled users
-            ]
-
-        return self._all_season_guess_results
-
-    def all_races(self) -> List[Race]:
+    @staticmethod
+    @cache.cached(timeout=None, key_prefix="domain_all_races") # No cleanup, bc entered manually
+    def all_races() -> List[Race]:
         """
         Returns a list of all races, in descending order (last race first).
         """
-        if self._all_races is None:
-            self._all_races = [
-                Race.from_db_race(db_race)
-                for db_race in db.session.query(DbRace).order_by(desc(DbRace.number)).all()
-            ]
+        db_races = db.session.query(DbRace).order_by(desc("number")).all()
+        return [Race.from_db_race(db_race) for db_race in db_races]
 
-        return self._all_races
-
-    def all_drivers(self, *, include_none: bool) -> List[Driver]:
+    @staticmethod
+    @cache.memoize(timeout=None) # No cleanup, bc entered manually
+    def all_drivers(*, include_none: bool, include_inactive: bool) -> List[Driver]:
         """
-        Returns a list of all drivers.
+        Returns a list of all active drivers.
         """
-        if self._all_drivers is None:
-            self._all_drivers = [
-                Driver.from_db_driver(db_driver)
-                for db_driver in db.session.query(DbDriver).all()
-            ]
+        db_drivers = db.session.query(DbDriver).all()
+        drivers = [Driver.from_db_driver(db_driver) for db_driver in db_drivers]
 
-        if include_none:
-            return self._all_drivers
-        else:
+        if not include_inactive:
+            predicate: Callable[[Driver], bool] = lambda driver: driver.active
+            drivers = find_multiple_strict(predicate, drivers)
+
+        if not include_none:
             predicate: Callable[[Driver], bool] = lambda driver: driver != NONE_DRIVER
-            return find_multiple_strict(predicate, self._all_drivers)
+            drivers = find_multiple_strict(predicate, drivers)
 
-    def all_teams(self, *, include_none: bool) -> List[Team]:
+        return drivers
+
+    @staticmethod
+    @cache.memoize(timeout=None) # No cleanup, bc entered manually
+    def all_teams(*, include_none: bool) -> List[Team]:
         """
         Returns a list of all teams.
         """
-        if self._all_teams is None:
-            self._all_teams = [
-                Team.from_db_team(db_team)
-                for db_team in db.session.query(DbTeam).all()
-            ]
+        db_teams = db.session.query(DbTeam).all()
+        teams = [Team.from_db_team(db_team) for db_team in db_teams]
 
-        if include_none:
-            return self._all_teams
-        else:
+        if not include_none:
             predicate: Callable[[Team], bool] = lambda team: team != NONE_TEAM
-            return find_multiple_strict(predicate, self._all_teams)
+            return find_multiple_strict(predicate, teams)
+
+        return teams
 
     #
     # User queries
@@ -203,6 +181,7 @@ class Model():
         """
         return self.race_guesses_by()
 
+    @cache.memoize(timeout=None, args_to_ignore=["self"]) # Cleanup when adding/updating race guesses or users
     def race_guesses_by(self, *, user_name: str | None = None, race_name: str | None = None) -> RaceGuess | List[RaceGuess] | Dict[str, Dict[str, RaceGuess]] | None:
         # List of all guesses by a single user
         if user_name is not None and race_name is None:
@@ -252,6 +231,7 @@ class Model():
         """
         return self.season_guesses_by()
 
+    @cache.memoize(timeout=None, args_to_ignore=["self"]) # Cleanup when adding/updating season guesses or users
     def season_guesses_by(self, *, user_name: str | None = None) -> SeasonGuess | Dict[str, SeasonGuess] | None:
         if user_name is not None:
             predicate: Callable[[SeasonGuess], bool] = lambda guess: guess.user.name == user_name
@@ -280,34 +260,41 @@ class Model():
     # Team queries
     #
 
-    def none_team(self) -> Team:
+    @staticmethod
+    def none_team() -> Team:
         return NONE_TEAM
 
     #
     # Driver queries
     #
 
-    def none_driver(self) -> Driver:
+    @staticmethod
+    def none_driver() -> Driver:
         return NONE_DRIVER
 
     @overload
-    def drivers_by(self, *, team_name: str) -> List[Driver]:
+    def drivers_by(self, *, team_name: str, include_inactive: bool) -> List[Driver]:
         """
         Returns a list of all drivers driving for a certain team.
         """
-        return self.drivers_by(team_name=team_name)
+        return self.drivers_by(team_name=team_name, include_inactive=include_inactive)
 
     @overload
-    def drivers_by(self) -> Dict[str, List[Driver]]:
+    def drivers_by(self, *, include_inactive: bool) -> Dict[str, List[Driver]]:
         """
         Returns a dictionary of drivers mapped to team names.
         """
-        return self.drivers_by()
+        return self.drivers_by(include_inactive=include_inactive)
 
-    def drivers_by(self, *, team_name: str | None = None) -> List[Driver] | Dict[str, List[Driver]]:
+    @cache.memoize(timeout=None, args_to_ignore=["self"]) # No Cleanup, data added manually
+    def drivers_by(self, *, team_name: str | None = None, include_inactive: bool) -> List[Driver] | Dict[str, List[Driver]]:
         if team_name is not None:
             predicate: Callable[[Driver], bool] = lambda driver: driver.team.name == team_name
-            return find_multiple_strict(predicate, self.all_drivers(include_none=False), 2)
+
+            if include_inactive:
+                return find_atleast_strict(predicate, self.all_drivers(include_none=False, include_inactive=True), 2)
+            else:
+                return find_multiple_strict(predicate, self.all_drivers(include_none=False, include_inactive=False), 2)
 
         if team_name is None:
             drivers_by: Dict[str, List[Driver]] = dict()
@@ -316,7 +303,7 @@ class Model():
 
             for team in self.all_teams(include_none=False):
                 drivers_by[team.name] = []
-            for driver in self.all_drivers(include_none=False):
+            for driver in self.all_drivers(include_none=False, include_inactive=include_inactive):
                 drivers_by[driver.team.name] += [driver]
 
             return drivers_by

formula10/domain/model/driver.py

@@ -4,33 +4,47 @@ from formula10.database.model.db_driver import DbDriver
 from formula10.domain.model.team import NONE_TEAM, Team
 
 
-class Driver():
+class Driver:
     @classmethod
     def from_db_driver(cls, db_driver: DbDriver):
         driver: Driver = cls()
+        driver.id = db_driver.id
         driver.name = db_driver.name
         driver.abbr = db_driver.abbr
         driver.country = db_driver.country_code
         driver.team = Team.from_db_team(db_driver.team)
+        driver.active = db_driver.active
         return driver
 
     def to_db_driver(self) -> DbDriver:
-        db_driver: DbDriver = DbDriver(name=self.name)
+        db_driver: DbDriver = DbDriver(id=self.id)
+        db_driver.name = self.name
         db_driver.abbr = self.abbr
         db_driver.country_code = self.country
-        db_driver.team_name = self.team.name
+        db_driver.team_id = self.team.name
+        db_driver.active = self.active
         return db_driver
 
     def __eq__(self, __value: object) -> bool:
         if isinstance(__value, Driver):
-            return self.name == __value.name
+            return self.id == __value.id
 
         return NotImplemented
 
+    def __hash__(self) -> int:
+        return hash(self.id)
+
+    # This is important to memoize functions getting a Driver as input.
+    # The repr() will be appended to the cache key.
+    def __repr__(self) -> str:
+        return f"Driver(id={self.id}, name={self.name})"
+
+    id: int
     name: str
     abbr: str
     country: str
     team: Team
+    active: bool
 
     @property
     def name_sanitized(self) -> str:
@@ -38,7 +52,9 @@ class Driver():
 
 
 NONE_DRIVER: Driver = Driver()
+NONE_DRIVER.id = 0
 NONE_DRIVER.name = "None"
 NONE_DRIVER.abbr = "None"
 NONE_DRIVER.country = "NO"
 NONE_DRIVER.team = NONE_TEAM
+NONE_DRIVER.active = True

formula10/domain/model/race.py

@@ -4,33 +4,48 @@ from urllib.parse import quote
 from formula10.database.model.db_race import DbRace
 
 
-class Race():
+class Race:
     @classmethod
     def from_db_race(cls, db_race: DbRace):
         race: Race = cls()
+        race.id = db_race.id
         race.name = db_race.name
         race.number = db_race.number
         race.date = db_race.date
         race.place_to_guess = db_race.pxx
+        race.quali_date = db_race.quali_date
+        race.has_sprint = db_race.has_sprint
         return race
 
     def to_db_race(self) -> DbRace:
-        db_race: DbRace = DbRace(name=self.name,
-                                 number=self.number,
-                                 date=self.date,
-                                 pxx=self.place_to_guess)
+        db_race: DbRace = DbRace(id=self.id)
+        db_race.name = self.name
+        db_race.number = self.number
+        db_race.date = self.date
+        db_race.pxx = self.place_to_guess
+        db_race.quali_date = self.date
+        db_race.has_sprint = self.has_sprint
         return db_race
 
     def __eq__(self, __value: object) -> bool:
         if isinstance(__value, Race):
-            return self.name == __value.name
+            return self.id == __value.id
 
         return NotImplemented
 
+    def __hash__(self) -> int:
+        return hash(self.id)
+
+    def __repr__(self) -> str:
+        return f"race(\n\tid={self.id}, name={self.name}, number={self.number},\n\tdate={self.date}, quali_date={self.quali_date},\n\thas_sprint={self.has_sprint}, place_to_guess={self.place_to_guess}\n)"
+
+    id: int
     name: str
     number: int
     date: datetime
     place_to_guess: int
+    quali_date: datetime
+    has_sprint: bool
 
     @property
     def name_sanitized(self) -> str:

formula10/domain/model/race_guess.py

@@ -4,7 +4,7 @@ from formula10.domain.model.race import Race
 from formula10.domain.model.user import User
 
 
-class RaceGuess():
+class RaceGuess:
     @classmethod
     def from_db_race_guess(cls, db_race_guess: DbRaceGuess):
         race_guess: RaceGuess = cls()
@@ -15,10 +15,9 @@ class RaceGuess():
         return race_guess
 
     def to_db_race_guess(self) -> DbRaceGuess:
-        db_race_guess: DbRaceGuess = DbRaceGuess(user_name=self.user.name,
-                                                 race_name=self.race.name,
-                                                 pxx_driver_name=self.pxx_guess.name,
-                                                 dnf_driver_name=self.dnf_guess.name)
+        db_race_guess: DbRaceGuess = DbRaceGuess(user_id=self.user.id, race_id=self.race.id)
+        db_race_guess.pxx_driver_id = self.pxx_guess.id
+        db_race_guess.dnf_driver_id = self.dnf_guess.id
         return db_race_guess
 
     def __eq__(self, __value: object) -> bool:
@@ -27,6 +26,9 @@ class RaceGuess():
 
         return NotImplemented
 
+    def __hash__(self) -> int:
+        return hash((self.user, self.race))
+
     user: User
     race: Race
     pxx_guess: Driver

formula10/domain/model/race_result.py

@@ -12,30 +12,41 @@ class RaceResult:
     def from_db_race_result(cls, db_race_result: DbRaceResult):
         race_result: RaceResult = cls()
         race_result.race = Race.from_db_race(db_race_result.race)
+        race_result.fastest_lap_driver = Driver.from_db_driver(db_race_result.fastest_lap_driver)
 
         # Deserialize from json
-        standing: Dict[str, str] = json.loads(db_race_result.pxx_driver_names_json)
-        initial_dnf: List[str] = json.loads(db_race_result.first_dnf_driver_names_json)
-        all_dnfs: List[str] = json.loads(db_race_result.dnf_driver_names_json)
-        standing_exclusions: List[str] = json.loads(db_race_result.excluded_driver_names_json)
+        standing: Dict[str, str] = json.loads(db_race_result.pxx_driver_ids_json)
+        initial_dnf: List[str] = json.loads(db_race_result.first_dnf_driver_ids_json)
+        all_dnfs: List[str] = json.loads(db_race_result.dnf_driver_ids_json)
+        standing_exclusions: List[str] = json.loads(db_race_result.excluded_driver_ids_json)
+        sprint_dnfs: List[str] = json.loads(db_race_result.sprint_dnf_driver_ids_json)
+        sprint_standing: Dict[str, str] = json.loads(db_race_result.sprint_points_json)
 
         # Populate relationships
         race_result.standing = {
-            position: Driver.from_db_driver(find_single_driver_strict(driver_name))
-            for position, driver_name in standing.items()
+            position: Driver.from_db_driver(find_single_driver_strict(int(driver_id)))
+            for position, driver_id in standing.items()
         }
         race_result.initial_dnf = [
-            Driver.from_db_driver(find_single_driver_strict(driver_name))
-            for driver_name in initial_dnf
+            Driver.from_db_driver(find_single_driver_strict(int(driver_id)))
+            for driver_id in initial_dnf
         ]
         race_result.all_dnfs = [
-            Driver.from_db_driver(find_single_driver_strict(driver_name))
-            for driver_name in all_dnfs
+            Driver.from_db_driver(find_single_driver_strict(int(driver_id)))
+            for driver_id in all_dnfs
         ]
         race_result.standing_exclusions = [
-            Driver.from_db_driver(find_single_driver_strict(driver_name))
-            for driver_name in standing_exclusions
+            Driver.from_db_driver(find_single_driver_strict(int(driver_id)))
+            for driver_id in standing_exclusions
         ]
+        race_result.sprint_dnfs = [
+            Driver.from_db_driver(find_single_driver_strict(int(driver_id)))
+            for driver_id in sprint_dnfs
+        ]
+        race_result.sprint_standing = {
+            position: Driver.from_db_driver(find_single_driver_strict(int(driver_id)))
+            for position, driver_id in sprint_standing.items()
+        }
 
         return race_result
 
@@ -45,21 +56,30 @@ class RaceResult:
             position: driver.name for position, driver in self.standing.items()
         }
         initial_dnf: List[str] = [
-            driver.name for driver in self.initial_dnf if driver
+            str(driver.id) for driver in self.initial_dnf if driver
         ]
         all_dnfs: List[str] = [
-            driver.name for driver in self.all_dnfs if driver
+            str(driver.id) for driver in self.all_dnfs if driver
         ]
         standing_exclusions: List[str] = [
-            driver.name for driver in self.standing_exclusions if driver
+            str(driver.id) for driver in self.standing_exclusions if driver
         ]
+        sprint_dnfs: List[str] = [
+            str(driver.id) for driver in self.sprint_dnfs if driver
+        ]
+        sprint_standing: Dict[str, str] = {
+            position: driver.name for position, driver in self.sprint_standing.items()
+        }
 
         # Serialize to json
-        db_race_result: DbRaceResult = DbRaceResult(race_name=self.race.name,
-                                                    pxx_driver_names_json=json.dumps(standing),
-                                                    first_dnf_driver_names_json=json.dumps(initial_dnf),
-                                                    dnf_driver_names_json=json.dumps(all_dnfs),
-                                                    excluded_driver_names_json=json.dumps(standing_exclusions))
+        db_race_result: DbRaceResult = DbRaceResult(race_id=self.race.id)
+        db_race_result.pxx_driver_ids_json = json.dumps(standing)
+        db_race_result.first_dnf_driver_ids_json = json.dumps(initial_dnf)
+        db_race_result.dnf_driver_ids_json = json.dumps(all_dnfs)
+        db_race_result.excluded_driver_ids_json = json.dumps(standing_exclusions)
+        db_race_result.fastest_lap_id = self.fastest_lap_driver.id
+        db_race_result.sprint_dnf_driver_ids_json = json.dumps(sprint_dnfs)
+        db_race_result.sprint_points_json = json.dumps(sprint_standing)
 
         return db_race_result
 
@@ -69,12 +89,19 @@ class RaceResult:
 
         return NotImplemented
 
+    def __hash__(self) -> int:
+        return hash(self.race)
+
     race: Race
     standing: Dict[str, Driver]  # Always contains all 20 drivers, even if DNF'ed or excluded
     initial_dnf: List[Driver]  # initial_dnf is empty if no-one DNF'ed
     all_dnfs: List[Driver]
     standing_exclusions: List[Driver]
 
+    fastest_lap_driver: Driver
+    sprint_dnfs: List[Driver]
+    sprint_standing: Dict[str, Driver]
+
     def offset_from_place_to_guess(self, offset: int, respect_nc:bool = True) -> Driver:
         position: str = str(self.race.place_to_guess + offset)
 
@@ -127,6 +154,8 @@ class RaceResult:
                     return points_strings[position_offset]
                 else:
                     return "0 Points"
+            elif driver == _driver and driver in self.standing_exclusions:
+                return "0 Points"
 
         raise Exception(f"Could not get points string for driver {driver.name}")
 
@@ -147,6 +176,11 @@ class RaceResult:
             self.standing[str(position)] for position in range(1, 21)
         ]
 
+    def ordered_sprint_standing_list(self) -> List[Driver]:
+        return [
+            self.sprint_standing[str(position)] for position in range(1, 21)
+        ]
+
     def initial_dnf_string(self) -> str:
         if len(self.initial_dnf) == 0:
             return NONE_DRIVER.name

formula10/domain/model/season_guess.py

@@ -7,7 +7,7 @@ from formula10.domain.model.team import Team
 from formula10.domain.model.user import User
 
 
-class SeasonGuess():
+class SeasonGuess:
     @classmethod
     def from_db_season_guess(cls, db_season_guess: DbSeasonGuess):
         season_guess: SeasonGuess = cls()
@@ -20,17 +20,17 @@ class SeasonGuess():
         season_guess.most_wdc_lost = Driver.from_db_driver(db_season_guess.lost_driver) if db_season_guess.lost_driver is not None else None
 
         # Deserialize from json
-        team_winners: List[str | None] = json.loads(db_season_guess.team_winners_driver_names_json)
-        podiums: List[str] = json.loads(db_season_guess.podium_drivers_driver_names_json)
+        team_winners: List[str | None] = json.loads(db_season_guess.team_winners_driver_ids_json)
+        podiums: List[str] = json.loads(db_season_guess.podium_drivers_driver_ids_json)
 
         # Populate relationships
         season_guess.team_winners = [
-            Driver.from_db_driver(find_single_driver_strict(driver_name)) if driver_name is not None else None
-            for driver_name in team_winners
+            Driver.from_db_driver(find_single_driver_strict(int(driver_id))) if driver_id is not None else None
+            for driver_id in team_winners
         ]
         season_guess.podiums = [
-            Driver.from_db_driver(find_single_driver_strict(driver_name))
-            for driver_name in podiums
+            Driver.from_db_driver(find_single_driver_strict(int(driver_id)))
+            for driver_id in podiums
         ]
 
         return season_guess
@@ -46,19 +46,27 @@ class SeasonGuess():
         ]
 
         # Serialize to json
-        db_season_guess: DbSeasonGuess = DbSeasonGuess(user_name=self.user.name,
-                                                       team_winners_driver_names_json=json.dumps(team_winners),
-                                                       podium_drivers_driver_names_json=json.dumps(podiums))
-        db_season_guess.user_name = self.user.name
+        db_season_guess: DbSeasonGuess = DbSeasonGuess(user_id=self.user.id)
         db_season_guess.hot_take = self.hot_take
-        db_season_guess.p2_team_name = self.p2_wcc.name if self.p2_wcc is not None else None
-        db_season_guess.overtake_driver_name = self.most_overtakes.name if self.most_overtakes is not None else None
-        db_season_guess.dnf_driver_name = self.most_dnfs.name if self.most_dnfs is not None else None
-        db_season_guess.gained_driver_name = self.most_wdc_gained.name if self.most_wdc_gained is not None else None
-        db_season_guess.lost_driver_name = self.most_wdc_lost.name if self.most_wdc_lost is not None else None
+        db_season_guess.p2_team_id = self.p2_wcc.id if self.p2_wcc is not None else None
+        db_season_guess.overtake_driver_id = self.most_overtakes.id if self.most_overtakes is not None else None
+        db_season_guess.dnf_driver_id = self.most_dnfs.id if self.most_dnfs is not None else None
+        db_season_guess.gained_driver_id = self.most_wdc_gained.id if self.most_wdc_gained is not None else None
+        db_season_guess.lost_driver_id = self.most_wdc_lost.id if self.most_wdc_lost is not None else None
+        db_season_guess.team_winners_driver_ids_json=json.dumps(team_winners)
+        db_season_guess.podium_drivers_driver_ids_json=json.dumps(podiums)
 
         return db_season_guess
 
+    def __eq__(self, __value: object) -> bool:
+        if isinstance(__value, SeasonGuess):
+            return self.user == __value.user
+
+        return NotImplemented
+
+    def __hash__(self) -> int:
+        return hash(self.user)
+
     user: User
     hot_take: str | None
     p2_wcc: Team | None

formula10/domain/model/season_guess_result.py

@@ -2,7 +2,7 @@ from formula10.database.model.db_season_guess_result import DbSeasonGuessResult
 from formula10.domain.model.user import User
 
 
-class SeasonGuessResult():
+class SeasonGuessResult:
     @classmethod
     def from_db_season_guess_result(cls, db_season_guess_result: DbSeasonGuessResult):
         season_guess_result: SeasonGuessResult = cls()
@@ -12,6 +12,21 @@ class SeasonGuessResult():
 
         return season_guess_result
 
+    def to_db_season_guess_result(self) -> DbSeasonGuessResult:
+        db_season_guess_result: DbSeasonGuessResult = DbSeasonGuessResult(user_id=self.user.id)
+        db_season_guess_result.hot_take_correct = self.hot_take_correct
+        db_season_guess_result.overtakes_correct = self.overtakes_correct
+        return db_season_guess_result
+
+    def __eq__(self, __value: object) -> bool:
+        if isinstance(__value, SeasonGuessResult):
+            return self.user == __value.user
+
+        return NotImplemented
+
+    def __hash__(self) -> int:
+        return hash(self.user)
+
     user: User
     hot_take_correct: bool
     overtakes_correct: bool

formula10/domain/model/team.py

@@ -3,23 +3,29 @@ from urllib.parse import quote
 from formula10.database.model.db_team import DbTeam
 
 
-class Team():
+class Team:
     @classmethod
     def from_db_team(cls, db_team: DbTeam):
         team: Team = cls()
+        team.id = db_team.id
         team.name = db_team.name
         return team
 
     def to_db_team(self) -> DbTeam:
-        db_team: DbTeam = DbTeam(name=self.name)
+        db_team: DbTeam = DbTeam(id=self.id)
+        db_team.name = self.name
         return db_team
 
     def __eq__(self, __value: object) -> bool:
         if isinstance(__value, Team):
-            return self.name == __value.name
+            return self.id == __value.id
 
         return NotImplemented
 
+    def __hash__(self) -> int:
+        return hash(self.id)
+
+    id: int
     name: str
 
     @property
@@ -27,4 +33,5 @@ class Team():
         return quote(self.name)
 
 NONE_TEAM: Team = Team()
+NONE_TEAM.id = 0
 NONE_TEAM.name = "None"

formula10/domain/model/user.py

@@ -3,24 +3,31 @@ from urllib.parse import quote
 from formula10.database.model.db_user import DbUser
 
 
-class User():
+class User:
     @classmethod
     def from_db_user(cls, db_user: DbUser):
         user: User = cls()
+        user.id = db_user.id
         user.name = db_user.name
         user.enabled = db_user.enabled
         return user
 
     def to_db_user(self) -> DbUser:
-        db_user: DbUser = DbUser(name=self.name, enabled=self.enabled)
+        db_user: DbUser = DbUser(id=self.id)
+        db_user.name = self.name
+        db_user.enabled = self.enabled
         return db_user
 
     def __eq__(self, __value: object) -> bool:
         if isinstance(__value, User):
-            return self.name == __value.name
+            return self.id == __value.id
 
         return NotImplemented
 
+    def __hash__(self) -> int:
+        return hash(self.id)
+
+    id: int
     name: str
     enabled: bool
 

formula10/domain/points_model.py

@@ -1,7 +1,8 @@
 import json
-from typing import Any, Callable, Dict, List, Tuple, overload
+from typing import Any, Callable, Dict, List, overload, Tuple
 import numpy as np
 
+from formula10 import cache
 from formula10.domain.domain_model import Model
 from formula10.domain.model.driver import NONE_DRIVER, Driver
 from formula10.domain.model.race_guess import RaceGuess
@@ -10,15 +11,12 @@ from formula10.domain.model.season_guess import SeasonGuess
 from formula10.domain.model.season_guess_result import SeasonGuessResult
 from formula10.domain.model.team import Team
 from formula10.domain.model.user import User
+from formula10.database.validation import find_single_or_none_strict
 
-RACE_GUESS_OFFSET_POINTS: Dict[int, int] = {
-    3: 1,
-    2: 3,
-    1: 6,
-    0: 10
-}
+# Guess points
+
+RACE_GUESS_OFFSET_POINTS: Dict[int, int] = {3: 1, 2: 3, 1: 6, 0: 10}
 RACE_GUESS_DNF_POINTS: int = 10
-
 SEASON_GUESS_HOT_TAKE_POINTS: int = 10
 SEASON_GUESS_P2_POINTS: int = 10
 SEASON_GUESS_OVERTAKES_POINTS: int = 10
@@ -30,6 +28,8 @@ SEASON_GUESS_TEAMWINNER_FALSE_POINTS: int = -3
 SEASON_GUESS_PODIUMS_CORRECT_POINTS: int = 3
 SEASON_GUESS_PODIUMS_FALSE_POINTS: int = -2
 
+# Driver points
+
 DRIVER_RACE_POINTS: Dict[int, int] = {
     1: 25,
     2: 18,
@@ -40,10 +40,14 @@ DRIVER_RACE_POINTS: Dict[int, int] = {
     7: 6,
     8: 4,
     9: 2,
-    10: 1
+    10: 1,
 }
+DRIVER_SPRINT_POINTS: Dict[int, int] = {1: 8, 2: 7, 3: 6, 4: 5, 5: 4, 6: 3, 7: 2, 8: 1}
+DRIVER_FASTEST_LAP_POINTS: int = 1
 
-STANDING_2023: Dict[str, int] = {
+# Last season results
+
+WDC_STANDING_2023: Dict[str, int] = {
     "Max Verstappen": 1,
     "Sergio Perez": 2,
     "Lewis Hamilton": 3,
@@ -51,23 +55,72 @@ STANDING_2023: Dict[str, int] = {
     "Charles Leclerc": 5,
     "Lando Norris": 6,
     "Carlos Sainz": 7,
-    "George Russel": 8,  # @todo typo
+    "George Russell": 8,
     "Oscar Piastri": 9,
     "Lance Stroll": 10,
     "Pierre Gasly": 11,
     "Esteban Ocon": 12,
     "Alexander Albon": 13,
     "Yuki Tsunoda": 14,
-    "Valteri Bottas": 15,  # @todo typo
+    "Valtteri Bottas": 15,
     "Nico Hulkenberg": 16,
     "Daniel Ricciardo": 17,
     "Zhou Guanyu": 18,
     "Kevin Magnussen": 19,
-    "Logan Sargeant": 21
+    "Logan Sargeant": 21,
+}
+
+WCC_STANDING_2023: Dict[str, int] = {
+    "Red Bull": 1,
+    "Mercedes": 2,
+    "Ferrari": 3,
+    "McLaren": 4,
+    "Aston Martin": 5,
+    "Alpine": 6,
+    "Williams": 7,
+    "VCARB": 8,
+    "Sauber": 9,
+    "Haas": 10,
+}
+
+# In case a substitute driver is driving, those points have to be subtracted from the actual driver
+# (Driver_ID, Race_ID, Points)
+WDC_SUBSTITUTE_POINTS: List[Tuple[int, int, int]] = [
+    (15, 2, 6), # Bearman raced for Sainz in Saudi Arabia
+    (8, 17, 1), # Bearman raced for Magnussen in Azerbaijan
+]
+
+WDC_STANDING_2024: Dict[str, int] = {
+    "Max Verstappen": 1,
+    "Lando Norris": 2,
+    "Charles Leclerc": 3,
+    "Oscar Piastri": 4,
+    "Carlos Sainz": 5,
+    "George Russell": 6,
+    "Lewis Hamilton": 7,
+    "Sergio Perez": 8,
+    "Fernando Alonso": 9,
+    "Pierre Gasly": 10,
+    "Nico Hulkenberg": 11,
+    "Yuki Tsunoda": 12,
+    "Lance Stroll": 13,
+    "Esteban Ocon": 14,
+    "Kevin Magnussen": 15,
+    "Alexander Albon": 16,
+    "Daniel Ricciardo": 17,
+    "Oliver Bearman": 18,
+    "Franco Colapinto": 19,
+    "Zhou Guanyu": 20,
+    "Liam Lawson": 21,
+    "Valtteri Bottas": 22,
+    "Logan Sargeant": 23,
+    "Jack Doohan": 24
 }
 
 def standing_points(race_guess: RaceGuess, race_result: RaceResult) -> int:
-    guessed_driver_position: int | None = race_result.driver_standing_position(driver=race_guess.pxx_guess)
+    guessed_driver_position: int | None = race_result.driver_standing_position(
+        driver=race_guess.pxx_guess
+    )
     if guessed_driver_position is None:
         return 0
 
@@ -77,6 +130,7 @@ def standing_points(race_guess: RaceGuess, race_result: RaceResult) -> int:
 
     return RACE_GUESS_OFFSET_POINTS[position_offset]
 
+
 def dnf_points(race_guess: RaceGuess, race_result: RaceResult) -> int:
     if race_guess.dnf_guess in race_result.initial_dnf:
         return RACE_GUESS_DNF_POINTS
@@ -86,164 +140,322 @@ def dnf_points(race_guess: RaceGuess, race_result: RaceResult) -> int:
 
     return 0
 
+
+def substitute_points(driver: Driver, race_number: int) -> int:
+    predicate: Callable[[Tuple[int, int, int]], bool] = lambda substitution: driver.id == substitution[0] and race_number == substitution[1]
+    substitution: Tuple[int, int, int] = find_single_or_none_strict(predicate, WDC_SUBSTITUTE_POINTS)
+
+    if substitution is not None:
+        return substitution[2]
+    else:
+        return 0
+
+
 class PointsModel(Model):
     """
     This class bundles all data + functionality required to do points calculations.
     """
 
-    _points_per_step: Dict[str, List[int]] | None = None
-    _wdc_points: Dict[str, int] | None = None
-    _wcc_points: Dict[str, int] | None = None
-    _dnfs: Dict[str, int] | None = None
-
     def __init__(self):
         Model.__init__(self)
 
+    @cache.cached(
+        timeout=None, key_prefix="points_points_per_step"
+    )  # Clear when adding/updating race results or users
     def points_per_step(self) -> Dict[str, List[int]]:
         """
         Returns a dictionary of lists, containing points per race for each user.
         """
-        if self._points_per_step is None:
-            self._points_per_step = dict()
-            for user in self.all_users():
-                self._points_per_step[user.name] = [0] * 24  # Start at index 1, like the race numbers
+        points_per_step = dict()
+        for user in self.all_users():
+            points_per_step[user.name] = [0] * (
+                    len(self.all_races()) + 1
+            )  # Start at index 1, like the race numbers
 
-            for race_guess in self.all_race_guesses():
-                user_name: str = race_guess.user.name
-                race_number: int = race_guess.race.number
-                race_result: RaceResult | None = self.race_result_by(race_name=race_guess.race.name)
+        for race_guess in self.all_race_guesses():
+            user_name: str = race_guess.user.name
+            race_number: int = race_guess.race.number
+            race_result: RaceResult | None = self.race_result_by(
+                race_name=race_guess.race.name
+            )
 
-                if race_result is None:
-                    continue
+            if race_result is None:
+                continue
 
-                self._points_per_step[user_name][race_number] = standing_points(race_guess, race_result) + dnf_points(race_guess, race_result)
+            points_per_step[user_name][race_number] = standing_points(
+                race_guess, race_result
+            ) + dnf_points(race_guess, race_result)
 
-        return self._points_per_step
+        return points_per_step
 
-    # @todo Doesn't include fastest lap + sprint points
-    def wdc_points(self) -> Dict[str, int]:
-        if self._wdc_points is None:
-            self._wdc_points = dict()
+    @cache.memoize(
+        timeout=None, args_to_ignore=["self"]
+    )  # Clear when adding/updating race results
+    def driver_points_per_step(self, *, include_inactive: bool) -> Dict[str, List[int]]:
+        """
+        Returns a dictionary of lists, containing points per race for each driver.
+        """
+        driver_points_per_step = dict()
+        for driver in self.all_drivers(
+                include_none=False, include_inactive=include_inactive
+        ):
+            driver_points_per_step[driver.name] = [0] * (
+                    len(self.all_races()) + 1
+            )  # Start at index 1, like the race numbers
 
-            for driver in self.all_drivers(include_none=False):
-                self._wdc_points[driver.name] = 0
+        for race_result in self.all_race_results():
+            race_number: int = race_result.race.number
 
-            for race_result in self.all_race_results():
-                for position, driver in race_result.standing.items():
-                    self._wdc_points[driver.name] += DRIVER_RACE_POINTS[int(position)] if int(position) in DRIVER_RACE_POINTS else 0
+            for position, driver in race_result.standing.items():
+                driver_points_per_step[driver.name][race_number] = (
+                    DRIVER_RACE_POINTS[int(position)]
+                    if int(position) in DRIVER_RACE_POINTS
+                    else 0
+                )
+                driver_points_per_step[driver.name][race_number] += (
+                    DRIVER_FASTEST_LAP_POINTS
+                    if race_result.fastest_lap_driver == driver
+                    and int(position) <= 10
+                    else 0
+                )
+                driver_points_per_step[driver.name][race_number] -= substitute_points(driver, race_number)
 
+            for position, driver in race_result.sprint_standing.items():
+                driver_name: str = driver.name
 
-        return self._wdc_points
+                driver_points_per_step[driver_name][race_number] += (
+                    DRIVER_SPRINT_POINTS[int(position)]
+                    if int(position) in DRIVER_SPRINT_POINTS
+                    else 0
+                )
 
-    def wcc_points(self) -> Dict[str, int]:
-        if self._wcc_points is None:
-            self._wcc_points = dict()
+        return driver_points_per_step
 
-            for team in self.all_teams(include_none=False):
-                self._wcc_points[team.name] = 0
+    @cache.cached(timeout=None, key_prefix="points_team_points_per_step")
+    def team_points_per_step(self) -> Dict[str, List[int]]:
+        """
+        Returns a dictionary of lists, containing points per race for each team.
+        """
+        team_points_per_step = dict()
+        for team in self.all_teams(include_none=False):
+            team_points_per_step[team.name] = [0] * (
+                    len(self.all_races()) + 1
+            )  # Start at index 1, like the race numbers
 
-            for race_result in self.all_race_results():
-                for driver in race_result.standing.values():
-                    self._wcc_points[driver.team.name] += self.wdc_points()[driver.name]
+        for race_result in self.all_race_results():
+            for driver in race_result.standing.values():
+                team_name: str = driver.team.name
+                race_number: int = race_result.race.number
 
-        return self._wcc_points
+                team_points_per_step[team_name][
+                    race_number
+                ] += self.driver_points_per_step(include_inactive=True)[driver.name][
+                    race_number
+                ]
 
-    # @todo Doesn't include sprint dnfs
+        return team_points_per_step
+
+    @cache.cached(timeout=None, key_prefix="points_dnfs")
     def dnfs(self) -> Dict[str, int]:
-        if self._dnfs is None:
-            self._dnfs = dict()
+        dnfs = dict()
 
-            for driver in self.all_drivers(include_none=False):
-                self._dnfs[driver.name] = 0
+        for driver in self.all_drivers(include_none=False, include_inactive=True):
+            dnfs[driver.name] = 0
 
-            for race_result in self.all_race_results():
-                for driver in race_result.all_dnfs:
-                    self._dnfs[driver.name] += 1
+        for race_result in self.all_race_results():
+            for driver in race_result.all_dnfs:
+                dnfs[driver.name] += 1
 
-        return self._dnfs
+            for driver in race_result.sprint_dnfs:
+                dnfs[driver.name] += 1
 
-    def wdc_diff_2023(self) -> Dict[str, int]:
-        diff: Dict[str, int] = dict()
+        return dnfs
 
-        for driver in self.all_drivers(include_none=False):
-            diff[driver.name] = STANDING_2023[driver.name] - self.wdc_standing_by_driver()[driver.name]
+    #
+    # Driver stats
+    #
 
-        return diff
+    @cache.cached(
+        timeout=None, key_prefix="points_driver_points_per_step_cumulative"
+    )  # Cleanup when adding/updating race results
+    def driver_points_per_step_cumulative(self) -> Dict[str, List[int]]:
+        """
+        Returns a dictionary of lists, containing cumulative points per race for each driver.
+        """
+        points_per_step_cumulative: Dict[str, List[int]] = dict()
+        for driver_name, points in self.driver_points_per_step(
+                include_inactive=True
+        ).items():
+            points_per_step_cumulative[driver_name] = np.cumsum(points).tolist()
 
+        return points_per_step_cumulative
+
+    @overload
+    def driver_points_by(
+            self, *, driver_name: str, include_inactive: bool
+    ) -> List[int]:
+        """
+        Returns a list of points per race for a specific driver.
+        """
+        return self.driver_points_by(
+            driver_name=driver_name, include_inactive=include_inactive
+        )
+
+    @overload
+    def driver_points_by(
+            self, *, race_name: str, include_inactive: bool
+    ) -> Dict[str, int]:
+        """
+        Returns a dictionary of points per driver for a specific race.
+        """
+        return self.driver_points_by(
+            race_name=race_name, include_inactive=include_inactive
+        )
+
+    @overload
+    def driver_points_by(
+            self, *, driver_name: str, race_name: str, include_inactive: bool
+    ) -> int:
+        """
+        Returns the points for a specific race for a specific driver.
+        """
+        return self.driver_points_by(
+            driver_name=driver_name,
+            race_name=race_name,
+            include_inactive=include_inactive,
+        )
+
+    @cache.memoize(
+        timeout=None, args_to_ignore=["self"]
+    )  # Cleanup when adding/updating race results
+    def driver_points_by(
+            self,
+            *,
+            driver_name: str | None = None,
+            race_name: str | None = None,
+            include_inactive: bool
+    ) -> List[int] | Dict[str, int] | int:
+        if driver_name is not None and race_name is None:
+            return self.driver_points_per_step(include_inactive=include_inactive)[
+                driver_name
+            ]
+
+        if driver_name is None and race_name is not None:
+            race_number: int = self.race_by(race_name=race_name).number
+            points_by_race: Dict[str, int] = dict()
+
+            for _driver_name, points in self.driver_points_per_step(
+                    include_inactive=include_inactive
+            ).items():
+                points_by_race[_driver_name] = points[race_number]
+
+            return points_by_race
+
+        if driver_name is not None and race_name is not None:
+            race_number: int = self.race_by(race_name=race_name).number
+
+            return self.driver_points_per_step(include_inactive=include_inactive)[
+                driver_name
+            ][race_number]
+
+        raise Exception("driver_points_by received an illegal combination of arguments")
+
+    @cache.memoize(
+        timeout=None, args_to_ignore=["self"]
+    )  # Cleanup when adding/updating race results
+    def total_driver_points_by(self, driver_name: str) -> int:
+        return sum(
+            self.driver_points_by(driver_name=driver_name, include_inactive=True)
+        )
+
+    @cache.memoize(
+        timeout=None, args_to_ignore=["self"]
+    )  # Cleanup when adding/updating race results
+    def drivers_sorted_by_points(self, *, include_inactive: bool) -> List[Driver]:
+        comparator: Callable[[Driver], int] = (
+            lambda driver: self.total_driver_points_by(driver.name)
+        )
+        return sorted(
+            self.all_drivers(include_none=False, include_inactive=include_inactive),
+            key=comparator,
+            reverse=True,
+        )
+
+    @cache.cached(
+        timeout=None, key_prefix="points_wdc_standing_by_position"
+    )  # Cleanup when adding/updating race results
     def wdc_standing_by_position(self) -> Dict[int, List[str]]:
         standing: Dict[int, List[str]] = dict()
 
-        for position in range(1, 21):
-            standing[position] = list()
+        if WDC_STANDING_2024 is None:
+            for position in range(
+                    1, len(self.all_drivers(include_none=False, include_inactive=True)) + 1
+            ):
+                standing[position] = list()
 
-        position: int = 1
-        last_points: int = 0
+            position: int = 1
+            last_points: int = 0
 
-        comparator: Callable[[Tuple[str, int]], int] = lambda item: item[1]
-        for driver_name, points in sorted(self.wdc_points().items(), key=comparator, reverse=True):
-            if points < last_points:
-                position += 1
+            for driver in self.drivers_sorted_by_points(include_inactive=True):
+                points: int = self.total_driver_points_by(driver.name)
+                if points < last_points:
+                    # If multiple drivers have equal points, a place is shared.
+                    # In this case, the next driver does not occupy the immediate next position.
+                    position += len(standing[position])
 
-            standing[position].append(driver_name)
+                standing[position].append(driver.name)
+                last_points = points
 
-            last_points = points
+        if WDC_STANDING_2024 is not None:
+            for position in range(1, len(WDC_STANDING_2024) + 1):
+                standing[position] = list()
+
+            for driver, position in WDC_STANDING_2024.items():
+                standing[position] += [driver]
 
         return standing
 
+    @cache.cached(
+        timeout=None, key_prefix="points_wdc_standing_by_driver"
+    )  # Cleanup when adding/updating race results
     def wdc_standing_by_driver(self) -> Dict[str, int]:
         standing: Dict[str, int] = dict()
 
-        position: int = 1
-        last_points: int = 0
+        if WDC_STANDING_2024 is None:
+            position: int = 1
+            last_points: int = 0
 
-        comparator: Callable[[Tuple[str, int]], int] = lambda item: item[1]
-        for driver_name, points in sorted(self.wdc_points().items(), key=comparator, reverse=True):
-            if points < last_points:
-                position += 1
+            for driver in self.drivers_sorted_by_points(include_inactive=True):
+                points: int = self.total_driver_points_by(driver.name)
+                if points < last_points:
+                    drivers_with_this_position = 0
+                    for _driver, _position in standing.items():
+                        if _position == position:
+                            drivers_with_this_position += 1
 
-            standing[driver_name] = position
+                    # If multiple drivers have equal points, a place is shared.
+                    # In this case, the next driver does not occupy the immediate next position.
+                    position += drivers_with_this_position
 
-            last_points = points
+                standing[driver.name] = position
+                last_points = points
 
-        return standing
+            return standing
 
-    def wcc_standing_by_position(self) -> Dict[int, List[str]]:
-        standing: Dict[int, List[str]] = dict()
+        if WDC_STANDING_2024 is not None:
+            return WDC_STANDING_2024
 
-        for position in range (1, 11):
-            standing[position] = list()
+    def wdc_diff_2023_by(self, driver_name: str) -> int:
+        if not driver_name in WDC_STANDING_2023:
+            return 0
 
-        position: int = 1
-        last_points: int = 0
-
-        comparator: Callable[[Tuple[str, int]], int] = lambda item: item[1]
-        for team_name, points in sorted(self.wcc_points().items(), key=comparator, reverse=True):
-            if points < last_points:
-                position += 1
-
-            standing[position].append(team_name)
-
-            last_points = points
-
-        return standing
-
-    def wcc_standing_by_team(self) -> Dict[str, int]:
-        standing: Dict[str, int] = dict()
-
-        position: int = 1
-        last_points: int = 0
-
-        comparator: Callable[[Tuple[str, int]], int] = lambda item: item[1]
-        for team_name, points in sorted(self.wcc_points().items(), key=comparator, reverse=True):
-            if points < last_points:
-                position += 1
-
-            standing[team_name] = position
-
-            last_points = points
-
-        return standing
+        return (
+                WDC_STANDING_2023[driver_name] - self.wdc_standing_by_driver()[driver_name]
+        )
 
+    @cache.cached(
+        timeout=None, key_prefix="points_most_dnf_names"
+    )  # Cleanup when adding/updating race results
     def most_dnf_names(self) -> List[str]:
         dnf_names: List[str] = list()
         most_dnfs: int = 0
@@ -258,49 +470,142 @@ class PointsModel(Model):
 
         return dnf_names
 
+    @cache.cached(
+        timeout=None, key_prefix="points_most_gained_names"
+    )  # Cleanup when adding/updating race results
     def most_gained_names(self) -> List[str]:
         most_gained_names: List[str] = list()
         most_gained: int = 0
 
-        for driver in self.all_drivers(include_none=False):
-            gained: int = self.wdc_diff_2023()[driver.name]
+        for driver in self.all_drivers(include_none=False, include_inactive=True):
+            gained: int = self.wdc_diff_2023_by(driver.name)
 
             if gained > most_gained:
                 most_gained = gained
 
-        for driver in self.all_drivers(include_none=False):
-            gained: int = self.wdc_diff_2023()[driver.name]
+        for driver in self.all_drivers(include_none=False, include_inactive=True):
+            gained: int = self.wdc_diff_2023_by(driver.name)
 
             if gained == most_gained:
                 most_gained_names.append(driver.name)
 
         return most_gained_names
 
+    @cache.cached(
+        timeout=None, key_prefix="points_most_lost_names"
+    )  # Cleanup when adding/updating race results
     def most_lost_names(self) -> List[str]:
         most_lost_names: List[str] = list()
         most_lost: int = 100
 
-        for driver in self.all_drivers(include_none=False):
-            lost: int = self.wdc_diff_2023()[driver.name]
+        for driver in self.all_drivers(include_none=False, include_inactive=True):
+            lost: int = self.wdc_diff_2023_by(driver.name)
 
             if lost < most_lost:
                 most_lost = lost
 
-        for driver in self.all_drivers(include_none=False):
-            lost: int = self.wdc_diff_2023()[driver.name]
+        for driver in self.all_drivers(include_none=False, include_inactive=True):
+            lost: int = self.wdc_diff_2023_by(driver.name)
 
             if lost == most_lost:
                 most_lost_names.append(driver.name)
 
         return most_lost_names
 
-    def drivers_sorted_by_points(self) -> List[Driver]:
-        comparator: Callable[[Driver], int] = lambda driver: self.wdc_standing_by_driver()[driver.name]
-        return sorted(self.all_drivers(include_none=False), key=comparator)
+    #
+    # Team points
+    #
 
+    @cache.cached(
+        timeout=None, key_prefix="points_team_points_per_step_cumulative"
+    )  # Cleanup when adding/updating race results
+    def team_points_per_step_cumulative(self) -> Dict[str, List[int]]:
+        """
+        Returns a dictionary of lists, containing cumulative points per race for each team.
+        """
+        points_per_step_cumulative: Dict[str, List[int]] = dict()
+        for team_name, points in self.team_points_per_step().items():
+            points_per_step_cumulative[team_name] = np.cumsum(points).tolist()
+
+        return points_per_step_cumulative
+
+    @cache.memoize(
+        timeout=None, args_to_ignore=["self"]
+    )  # Cleanup when adding/updating race results
+    def total_team_points_by(self, team_name: str) -> int:
+        teammates: List[Driver] = self.drivers_by(
+            team_name=team_name, include_inactive=True
+        )
+        return sum(
+            sum(self.driver_points_by(driver_name=teammate.name, include_inactive=True))
+            for teammate in teammates
+        )
+
+    @cache.cached(
+        timeout=None, key_prefix="points_teams_sorted_by_points"
+    )  # Cleanup when adding/updating race results
     def teams_sorted_by_points(self) -> List[Team]:
-        comparator: Callable[[Team], int] = lambda team: self.wcc_standing_by_team()[team.name]
-        return sorted(self.all_teams(include_none=False), key=comparator)
+        comparator: Callable[[Team], int] = lambda team: self.total_team_points_by(
+            team.name
+        )
+        return sorted(self.all_teams(include_none=False), key=comparator, reverse=True)
+
+    @cache.cached(
+        timeout=None, key_prefix="points_wcc_standing_by_position"
+    )  # Cleanup when adding/updating race results
+    def wcc_standing_by_position(self) -> Dict[int, List[str]]:
+        standing: Dict[int, List[str]] = dict()
+
+        for position in range(1, len(self.all_teams(include_none=False)) + 1):
+            standing[position] = list()
+
+        position: int = 1
+        last_points: int = 0
+
+        for team in self.teams_sorted_by_points():
+            points: int = self.total_team_points_by(team.name)
+            if points < last_points:
+                # If multiple teams have equal points, a place is shared.
+                # In this case, the next team does not occupy the immediate next position.
+                position += len(standing[position])
+
+            standing[position].append(team.name)
+            last_points = points
+
+        return standing
+
+    @cache.cached(
+        timeout=None, key_prefix="points_wcc_standing_by_team"
+    )  # Cleanup when adding/updating race results
+    def wcc_standing_by_team(self) -> Dict[str, int]:
+        standing: Dict[str, int] = dict()
+
+        position: int = 1
+        last_points: int = 0
+
+        for team in self.teams_sorted_by_points():
+            points: int = self.total_team_points_by(team.name)
+            if points < last_points:
+                teams_with_this_position = 0
+                for _team, _position in standing.items():
+                    if _position == position:
+                        teams_with_this_position += 1
+
+                # If multiple teams have equal points, a place is shared.
+                # In this case, the next team does not occupy the immediate next position.
+                position += teams_with_this_position
+
+            standing[team.name] = position
+            last_points = points
+
+        return standing
+
+    def wcc_diff_2023_by(self, team_name: str) -> int:
+        return WCC_STANDING_2023[team_name] - self.wcc_standing_by_team()[team_name]
+
+    #
+    # User stats
+    #
 
     def points_per_step_cumulative(self) -> Dict[str, List[int]]:
         """
@@ -333,7 +638,12 @@ class PointsModel(Model):
         """
         return self.points_by(user_name=user_name, race_name=race_name)
 
-    def points_by(self, *, user_name: str | None = None, race_name: str | None = None) -> List[int] | Dict[str, int] | int:
+    @cache.memoize(
+        timeout=None, args_to_ignore=["self"]
+    )  # Cleanup when adding/updating race results or users
+    def points_by(
+            self, *, user_name: str | None = None, race_name: str | None = None
+    ) -> List[int] | Dict[str, int] | int:
         if user_name is not None and race_name is None:
             return self.points_per_step()[user_name]
 
@@ -353,31 +663,76 @@ class PointsModel(Model):
 
         raise Exception("points_by received an illegal combination of arguments")
 
-    def total_points_by(self, user_name: str) -> int:
+    def season_points_by(self, *, user_name: str) -> int:
+        """
+        Returns the number of points from seasonguesses for a specific user.
+        """
+        big_picks = (int(self.hot_take_correct(user_name=user_name)) * 10
+                     + int(self.p2_constructor_correct(user_name=user_name)) * 10
+                     + int(self.overtakes_correct(user_name=user_name)) * 10
+                     + int(self.dnfs_correct(user_name=user_name)) * 10
+                     + int(self.most_gained_correct(user_name=user_name)) * 10
+                     + int(self.most_lost_correct(user_name=user_name)) * 10)
+
+        small_picks = 0
+        guess: SeasonGuess = self.season_guesses_by(user_name=user_name)
+
+        for driver in guess.team_winners:
+            if self.is_team_winner(driver):
+                small_picks += 3
+            else:
+                small_picks -= 3
+
+        # NOTE: Not picked drivers that had a podium are also wrong
+        for driver in self.all_drivers(include_none=False, include_inactive=True):
+            if driver in guess.podiums and self.has_podium(driver):
+                small_picks += 3
+            elif driver in guess.podiums and not self.has_podium(driver):
+                small_picks -=2
+            elif driver not in guess.podiums and self.has_podium(driver):
+                small_picks -=2
+
+        return big_picks + small_picks
+
+    def total_points_by(self, *, user_name: str, include_season: bool) -> int:
         """
         Returns the total number of points for a specific user.
         """
-        return sum(self.points_by(user_name=user_name))
+        if include_season:
+            return sum(self.points_by(user_name=user_name)) + self.season_points_by(user_name=user_name)
+        else:
+            return sum(self.points_by(user_name=user_name))
 
-    def users_sorted_by_points(self) -> List[User]:
+    def users_sorted_by_points(self, *, include_season: bool) -> List[User]:
         """
         Returns the list of users, sorted by their points from race guesses (in descending order).
         """
-        comparator: Callable[[User], int] = lambda user: self.total_points_by(user.name)
+        comparator: Callable[[User], int] = lambda user: self.total_points_by(user_name=user.name, include_season=include_season)
         return sorted(self.all_users(), key=comparator, reverse=True)
 
-    def user_standing(self) -> Dict[str, int]:
+    @cache.cached(
+        timeout=None, key_prefix="points_user_standing"
+    )  # Cleanup when adding/updating race results or users
+    def user_standing(self, *, include_season: bool) -> Dict[str, int]:
         standing: Dict[str, int] = dict()
 
         position: int = 1
         last_points: int = 0
-        for user in self.users_sorted_by_points():
-            if self.total_points_by(user.name) < last_points:
-                position += 1
+
+        for user in self.users_sorted_by_points(include_season=include_season):
+            if self.total_points_by(user_name=user.name, include_season=include_season) < last_points:
+                users_with_this_position = 0
+                for _user, _position in standing.items():
+                    if _position == position:
+                        users_with_this_position += 1
+
+                # If multiple users have equal points, a place is shared.
+                # In this case, the next user does not occupy the immediate next position.
+                position += users_with_this_position
 
             standing[user.name] = position
 
-            last_points = self.total_points_by(user.name)
+            last_points = self.total_points_by(user_name=user.name, include_season=include_season)
 
         return standing
 
@@ -385,11 +740,16 @@ class PointsModel(Model):
         # Treat standing + dnf picks separately
         return len(self.race_guesses_by(user_name=user_name)) * 2
 
+    @cache.memoize(
+        timeout=None, args_to_ignore=["self"]
+    )  # Cleanup when adding/updating race results
     def picks_with_points_count(self, user_name: str) -> int:
         count: int = 0
 
         for race_guess in self.race_guesses_by(user_name=user_name):
-            race_result: RaceResult | None = self.race_result_by(race_name=race_guess.race.name)
+            race_result: RaceResult | None = self.race_result_by(
+                race_name=race_guess.race.name
+            )
             if race_result is None:
                 continue
 
@@ -404,16 +764,22 @@ class PointsModel(Model):
         if self.picks_count(user_name) == 0:
             return 0.0
 
-        return self.total_points_by(user_name) / self.picks_count(user_name)
+        return self.total_points_by(user_name=user_name, include_season=False) / self.picks_count(user_name)
 
     #
     # Season guess evaluation
     #
 
     def hot_take_correct(self, user_name: str) -> bool:
-        season_guess_result: SeasonGuessResult | None = self.season_guess_result_by(user_name=user_name)
+        season_guess_result: SeasonGuessResult | None = self.season_guess_result_by(
+            user_name=user_name
+        )
 
-        return season_guess_result.hot_take_correct if season_guess_result is not None else False
+        return (
+            season_guess_result.hot_take_correct
+            if season_guess_result is not None
+            else False
+        )
 
     def p2_constructor_correct(self, user_name: str) -> bool:
         season_guess: SeasonGuess | None = self.season_guesses_by(user_name=user_name)
@@ -424,9 +790,15 @@ class PointsModel(Model):
         return season_guess.p2_wcc.name in self.wcc_standing_by_position()[2]
 
     def overtakes_correct(self, user_name: str) -> bool:
-        season_guess_result: SeasonGuessResult | None = self.season_guess_result_by(user_name=user_name)
+        season_guess_result: SeasonGuessResult | None = self.season_guess_result_by(
+            user_name=user_name
+        )
 
-        return season_guess_result.overtakes_correct if season_guess_result is not None else False
+        return (
+            season_guess_result.overtakes_correct
+            if season_guess_result is not None
+            else False
+        )
 
     def dnfs_correct(self, user_name: str) -> bool:
         season_guess: SeasonGuess | None = self.season_guesses_by(user_name=user_name)
@@ -452,14 +824,22 @@ class PointsModel(Model):
 
         return season_guess.most_wdc_lost.name in self.most_lost_names()
 
+    @cache.memoize(
+        timeout=None, args_to_ignore=["self"]
+    )  # Cleanup when adding/updating race results
     def is_team_winner(self, driver: Driver) -> bool:
-        teammates: List[Driver] = self.drivers_by(team_name=driver.team.name)
-        teammate: Driver = teammates[0] if teammates[1] == driver else teammates[1]
+        teammates: List[Driver] = self.drivers_by(
+            team_name=driver.team.name, include_inactive=True
+        )
 
-        print(f"{driver.name} standing: {self.wdc_standing_by_driver()[driver.name]}, {teammate.name} standing: {self.wdc_standing_by_driver()[teammate.name]}")
+        # Min - Highest position is the lowest place number
+        winner: Driver = min(teammates, key=lambda driver: self.wdc_standing_by_driver()[driver.name])
 
-        return self.wdc_standing_by_driver()[driver.name] <= self.wdc_standing_by_driver()[teammate.name]
+        return driver == winner
 
+    @cache.memoize(
+        timeout=None, args_to_ignore=["self"]
+    )  # Cleanup when adding/updating race results
     def has_podium(self, driver: Driver) -> bool:
         for race_result in self.all_race_results():
             position: int | None = race_result.driver_standing_position(driver)
@@ -477,15 +857,51 @@ class PointsModel(Model):
 
         data["labels"] = [0] + [
             race.name for race in sorted(self.all_races(), key=lambda race: race.number)
-        ]
+        ] # + ["Season"]
 
         data["datasets"] = [
             {
-                "data": [0] + self.points_per_step_cumulative()[user.name],
+                "data": self.points_per_step_cumulative()[user.name], # + [self.total_points_by(user_name=user.name, include_season=True)],
                 "label": user.name,
-                "fill": False
+                "fill": False,
             }
             for user in self.all_users()
         ]
 
         return json.dumps(data)
+
+    def cumulative_driver_points_data(self) -> str:
+        data: Dict[Any, Any] = dict()
+
+        data["labels"] = [0] + [
+            race.name for race in sorted(self.all_races(), key=lambda race: race.number)
+        ]
+
+        data["datasets"] = [
+            {
+                "data": self.driver_points_per_step_cumulative()[driver.name],
+                "label": driver.abbr,
+                "fill": False,
+            }
+            for driver in self.all_drivers(include_none=False, include_inactive=True)
+        ]
+
+        return json.dumps(data)
+
+    def cumulative_team_points_data(self) -> str:
+        data: Dict[Any, Any] = dict()
+
+        data["labels"] = [0] + [
+            race.name for race in sorted(self.all_races(), key=lambda race: race.number)
+        ]
+
+        data["datasets"] = [
+            {
+                "data": self.team_points_per_step_cumulative()[team.name],
+                "label": team.name,
+                "fill": False,
+            }
+            for team in self.all_teams(include_none=False)
+        ]
+
+        return json.dumps(data)

formula10/domain/template_model.py

@@ -1,12 +1,12 @@
 from typing import List, Callable
-from formula10 import ENABLE_TIMING
+from formula10 import ENABLE_TIMING, cache
 
 from formula10.domain.domain_model import Model
 from formula10.domain.model.driver import Driver
 from formula10.domain.model.race import Race
 from formula10.domain.model.race_result import RaceResult
 from formula10.domain.model.user import User
-from formula10.database.validation import find_first_else_none, find_multiple_strict, race_has_started
+from formula10.database.validation import find_first_else_none, find_multiple_strict, find_single_strict, race_has_started
 
 
 class TemplateModel(Model):
@@ -29,14 +29,18 @@ class TemplateModel(Model):
         if active_result_race_name is not None:
             self.active_result = self.race_result_by(race_name=active_result_race_name)
 
-    def race_guess_open(self, race: Race) -> bool:
+    @staticmethod
+    def race_guess_open(race: Race) -> bool:
         return not race_has_started(race=race) if ENABLE_TIMING else True
 
-    def season_guess_open(self) -> bool:
-        return not race_has_started(race_name="Bahrain") if ENABLE_TIMING else True
+    @staticmethod
+    def season_guess_open() -> bool:
+        return not race_has_started(race_id=1) if ENABLE_TIMING else True
 
     def race_result_open(self, race_name: str) -> bool:
-        return race_has_started(race_name=race_name) if ENABLE_TIMING else True
+        predicate: Callable[[Race], bool] = lambda race: race.name == race_name
+        race: Race = find_single_strict(predicate, self.all_races())
+        return race_has_started(race_id=race.id) if ENABLE_TIMING else True
 
     def active_user_name_or_everyone(self) -> str:
         return self.active_user.name if self.active_user is not None else "Everyone"
@@ -50,6 +54,7 @@ class TemplateModel(Model):
 
         return self.all_users()
 
+    @cache.cached(timeout=None, key_prefix="template_first_race_without_result") # Cleanup when adding/updating race results
     def first_race_without_result(self) -> Race | None:
         """
         Returns the first race-object with no associated race result.
@@ -67,6 +72,14 @@ class TemplateModel(Model):
     def current_race(self) -> Race | None:
         return self.first_race_without_result()
 
+    def active_result_race_or_current_race(self) -> Race:
+        if self.active_result is not None:
+            return self.active_result.race
+        elif self.current_race is not None:
+            return self.current_race
+        else:
+            return self.all_races()[0]
+
     def active_result_race_name_or_current_race_name(self) -> str:
         if self.active_result is not None:
             return self.active_result.race.name
@@ -83,9 +96,12 @@ class TemplateModel(Model):
         else:
             return self.all_races()[0].name_sanitized
 
-    def all_drivers_or_active_result_standing_drivers(self) -> List[Driver]:
-        return self.active_result.ordered_standing_list() if self.active_result is not None else self.all_drivers(include_none=False)
+    def all_active_drivers_or_active_result_standing_drivers(self) -> List[Driver]:
+        return self.active_result.ordered_standing_list() if self.active_result is not None else self.all_drivers(include_none=False, include_inactive=False)
 
-    def drivers_for_wdc_gained(self) -> List[Driver]:
+    def all_active_drivers_or_active_result_sprint_standing_drivers(self) -> List[Driver]:
+        return self.active_result.ordered_sprint_standing_list() if self.active_result is not None else self.all_drivers(include_none=False, include_inactive=False)
+
+    def active_drivers_for_wdc_gained(self) -> List[Driver]:
         predicate: Callable[[Driver], bool] = lambda driver: driver.abbr not in self._wdc_gained_excluded_abbrs
-        return find_multiple_strict(predicate, self.all_drivers(include_none=False))
+        return find_multiple_strict(predicate, self.all_drivers(include_none=False, include_inactive=True))

formula10/fastf1/fastf1_definitions.py

@@ -0,0 +1,364 @@
+# https://docs.fastf1.dev/events.html#event-formats
+from typing import Optional
+
+from fastf1.core import Lap, DriverResult, Session
+from fastf1.events import Event
+from pandas import Timestamp, Timedelta
+
+FASTF1_SESSIONTYPE_NORMAL: str = "conventional"
+FASTF1_SESSIONTYPE_SPRINT: str = "sprint_qualifying"
+
+FASTF1_SPRINT_QUALIFYING_SESSION: int = 2
+FASTF1_SPRINT_SESSION: int = 3
+FASTF1_QUALIFYING_SESSION: int = 4
+FASTF1_RACE_SESSION: int = 5
+
+class EventDataHelper:
+    """
+    Helper class that provides easy access to EventDataFrame columns.
+    """
+
+    def __init__(self, event: Event):
+        self.__event = event
+
+    __event: Event
+
+    @property
+    def round_number(self) -> int:
+        return self.__event["RoundNumber"]
+
+    @property
+    def country(self) -> str:
+        return self.__event["Country"]
+
+    @property
+    def location(self) -> str:
+        return self.__event["Location"]
+
+    @property
+    def official_event_name(self) -> str:
+        """
+        Get the event name including sponsor names etc.
+        """
+        return self.__event["OfficialEventName"]
+
+    @property
+    def event_name(self) -> str:
+        return self.__event["EventName"]
+
+    @property
+    def event_date(self) -> Timestamp:
+        return self.__event["EventDate"]
+
+    @property
+    def event_format(self) -> str:
+        """
+        Get the event format.
+        @return: Either conventional, sprint, sprint_shootout, sprint_qualifying or testing (sprint_qualifying is the 2024 sprint format).
+        """
+        return self.__event["EventFormat"]
+
+    def session(self, session_number: int) -> str:
+        """
+        Get the format of a session belonging to this event.
+        @param session_number: Either 1, 2, 3, 4 or 5
+        @return: Either Pactice 1, Practice 2, Practice 3, Qualifying, Sprint, Sprint Shootout or Race
+        """
+        return self.__event[f"Session{session_number}"]
+
+    def session_date(self, session_number: int) -> Timestamp:
+        """
+        Get the date of a session belonging to this event.
+        @param session_number: Either 1, 2, 3, 4 or 5
+        """
+        return self.__event[f"Session{session_number}Date"]
+
+    def session_date_utc(self, session_number: int) -> Timestamp:
+        """
+        Get the date a session belonging to this event in coordinated universal time.
+        @param session_number: Either 1, 2, 3, 4 or 5
+        """
+        return self.__event[f"Session{session_number}DateUtc"]
+
+    @property
+    def f1_api_support(self) -> bool:
+        return self.__event["F1ApiSupport"]
+
+    # The following doesn't correspond to DataFrame columns
+
+    @property
+    def sprint_qualifying(self):
+        return self.__event.get_sprint_qualifying()
+
+    @property
+    def sprint(self):
+        return self.__event.get_sprint()
+
+    @property
+    def qualifying(self) -> Session:
+        return self.__event.get_qualifying()
+
+    @property
+    def race(self) -> Session:
+        return self.__event.get_race()
+
+
+class LapDataHelper:
+    """
+    Helper class that provides easy access to Lap DataFrame columns.
+    """
+
+    def __init__(self, lap: Lap):
+        self.__lap = lap
+
+    __lap: Lap
+
+    @property
+    def time(self) -> Timedelta:
+        return self.__lap["Time"]
+
+    @property
+    def driver(self) -> str:
+        return self.__lap["Driver"]
+
+    @property
+    def driver_number(self) -> str:
+        return self.__lap["DriverNumber"]
+
+    @property
+    def lap_time(self) -> Timedelta:
+        return self.__lap["LapTime"]
+
+    @property
+    def lap_number(self) -> int:
+        return self.__lap["LapNumber"]
+
+    @property
+    def stint(self) -> int:
+        return self.__lap["Stint"]
+
+    @property
+    def pit_out_time(self) -> Timedelta:
+        """
+        Get the session time when the car left the pit.
+        """
+        return self.__lap["PitOutTime"]
+
+    @property
+    def pit_in_time(self) -> Timedelta:
+        """
+        Get the session time when the car entered the pit.
+        """
+        return self.__lap["PitInTime"]
+
+    def sector_time(self, sector_number: int) -> Timedelta:
+        """
+        Get the sector times set in this lap.
+        @param sector_number: Either 1, 2 or 3.
+        """
+        return self.__lap[f"Sector{sector_number}Time"]
+
+    def sector_session_time(self, sector_number: int) -> Timedelta:
+        """
+        Get the session time when the sector time was set.
+        @param sector_number: Either 1, 2 or 3.
+        """
+        return self.__lap[f"Sector{sector_number}SessionTime"]
+
+    def speed(self, speedtrap: str) -> float:
+        """
+        Get car speed at measure point in this lap.
+        @param speedtrap: Either I1, I2, FL or ST (sector 1, sector 2, finish line or longest straight)
+        """
+        return self.__lap[f"Speed{speedtrap}"]
+
+    @property
+    def is_personal_best(self) -> bool:
+        return self.__lap["IsPersonalBest"]
+
+    @property
+    def compound(self) -> str:
+        """
+        Get compound used in this lap.
+        @return: Either SOFT, MEDIUM, HARD, INTERMEDIATE or WET
+        """
+        return self.__lap["Compound"]
+
+    @property
+    def tyre_life(self) -> int:
+        """
+        Get laps driven on the current tyre (includes laps from other sessions).
+        """
+        return self.__lap["TyreLife"]
+
+    @property
+    def fresh_tyre(self) -> bool:
+        return self.__lap["FreshTyre"]
+
+    @property
+    def team(self) -> str:
+        return self.__lap["Team"]
+
+    @property
+    def lap_start_time(self) -> Timedelta:
+        return self.__lap["LapStartTime"]
+
+    @property
+    def lap_start_date(self) -> Timestamp:
+        return self.__lap["LapStartDate"]
+
+    @property
+    def track_status(self) -> str:
+        """
+        Get the track status in this lap.
+        @return: Either 1, 2, 3, 4, 5, 6 or 7 (clear, yellow flag, ?, SC, red flag, VSC and VSC ending).
+        """
+        return self.__lap["TrackStatus"]
+
+    @property
+    def position(self) -> int:
+        return self.__lap["Position"]
+
+    @property
+    def deleted(self) -> Optional[bool]:
+        """
+        Determine if the lap was deleted (only available if race control messages are loaded).
+        """
+        return self.__lap["Deleted"]
+
+    @property
+    def deleted_reason(self) -> str:
+        return self.__lap["DeletedReason"]
+
+    @property
+    def fast_f1_generated(self) -> bool:
+        """
+        Determine if the lap was generated by FastF1 (information is interpolated).
+        """
+        return self.__lap["FastF1Generated"]
+
+    @property
+    def is_accurate(self) -> bool:
+        """
+        Determine if lap start and end match with other laps before and after.
+        """
+        return self.__lap["IsAccurate"]
+
+
+class DriverResultDataHelper:
+    """
+    Helper class that provides easy access to DriverResult DataFrame columns.
+    """
+
+    def __init__(self, driver_result: DriverResult):
+        self.__driver_result = driver_result
+
+    __driver_result: DriverResult
+
+    @property
+    def driver_number(self) -> str:
+        return self.__driver_result["DriverNumber"]
+
+    @property
+    def broadcast_name(self) -> str:
+        """
+        Get this driver's broadcast name.
+        @return: For example P GASLY
+        """
+        return self.__driver_result["BroadcastName"]
+
+    @property
+    def full_name(self) -> str:
+        return self.__driver_result["FullName"]
+
+    @property
+    def abbreviation(self) -> str:
+        return self.__driver_result["Abbreviation"]
+
+    # @property
+    # def driver_id(self) -> str:
+    #     """
+    #     Get the driverId used by the Ergast API.
+    #     """
+    #     return self.__driver_result["DriverID"]
+    
+    @property
+    def team_name(self) -> str:
+        return self.__driver_result["TeamName"]
+
+    @property
+    def team_color(self) -> str:
+        return self.__driver_result["TeamColor"]
+
+    # @property
+    # def team_id(self) -> str:
+    #     """
+    #     Get the constructorId used by the Ergast API.
+    #     @return:
+    #     """
+    #     return self.__driver_result["TeamID"]
+
+    @property
+    def first_name(self) -> str:
+        return self.__driver_result["FirstName"]
+
+    @property
+    def last_name(self) -> str:
+        return self.__driver_result["LastName"]
+
+    @property
+    def headshot_url(self) -> str:
+        return self.__driver_result["HeadshotUrl"]
+
+    @property
+    def country_code(self) -> str:
+        """
+        Get a driver's three-letter country code.
+        @return: For example FRA
+        """
+        return self.__driver_result["CountryCode"]
+
+    @property
+    def position(self) -> int:
+        return self.__driver_result["Position"]
+
+    @property
+    def classified_position(self) -> str:
+        """
+        Get the classification result for this driver.
+        @return: Either R, D, E, W, F, N (retired, disqualified, excluded, withdrawn, failed to qualify and not classified)
+        """
+        return self.__driver_result["ClassifiedPosition"]
+
+    @property
+    def grid_position(self) -> int:
+        """
+        Get the driver's starting position.
+        """
+        return self.__driver_result["GridPosition"]
+
+    def qualifying_time(self, qualifying_number: int) -> Timedelta:
+        """
+        Get the driver's best qualifying time.
+        @param qualifying_number: Either 1, 2 or 3 (for Q1, Q2 and Q3)
+        """
+        return self.__driver_result[f"Q{qualifying_number}"]
+
+    @property
+    def time(self) -> Timedelta:
+        """
+        Get the driver's total race time.
+        """
+        return self.__driver_result["Time"]
+
+    @property
+    def status(self) -> str:
+        """
+        Get the driver's finishing status.
+        @return: For example Finished, +1 Lap, Crash, Gearbox...
+        """
+        return self.__driver_result["Status"]
+
+    @property
+    def points(self) -> int:
+        return self.__driver_result["Points"]

formula10/openf1/model/openf1_driver.py

@@ -0,0 +1,55 @@
+from typing import Any, Callable, Dict
+
+
+class OpenF1Driver:
+    __type_conversion_map__: Dict[str, Callable[[Any], Any]] = {
+        "session_key": int,
+        "meeting_key": int,
+        "full_name": str,
+        "first_name": str,
+        "last_name": str,
+        "name_acronym": str,
+        "broadcast_name": str,
+        "country_code": str,
+        "headshot_url": str,
+        "driver_number": int,
+        "team_colour": str,
+        "team_name": str
+    }
+
+    def __init__(self, response: dict[str, str] | None):
+        if response is None:
+            return
+
+        for key in response:
+            if not hasattr(self, key):
+                raise Exception(f"Mismatch between response data and {type(self).__name__} (key={key})")
+
+            if not key in self.__type_conversion_map__:
+                raise Exception(f"Mismatch between response data and {type(self).__name__}.__type_map__ (key={key})")
+
+            setattr(self, key, self.__type_conversion_map__[key](response[key]))
+
+        print("OpenF1Driver:", self.__dict__)
+
+    def to_params(self) -> Dict[str, str]:
+        params: Dict[str, str] = dict()
+        for key in self.__dict__:
+            params[str(key)] = str(self.__dict__[key])
+
+        return params
+
+    # Set all members to None so hasattr works above
+
+    session_key:    int = None # type: ignore
+    meeting_key:    int = None # type: ignore
+    full_name:      str = None # type: ignore
+    first_name:     str = None # type: ignore
+    last_name:      str = None # type: ignore
+    name_acronym:   str = None # type: ignore
+    broadcast_name: str = None # type: ignore
+    country_code:   str = None # type: ignore
+    headshot_url:   str = None # type: ignore
+    driver_number:  int = None # type: ignore
+    team_colour:    str = None # type: ignore
+    team_name:      str = None # type: ignore

formula10/openf1/model/openf1_position.py

@@ -0,0 +1,40 @@
+from datetime import datetime
+from typing import Any, Callable, Dict
+
+
+class OpenF1Position:
+    __type_conversion_map__: Dict[str, Callable[[Any], Any]] = {
+        "session_key": int,
+        "meeting_key": int,
+        "driver_number": int,
+        "date": lambda date: datetime.strptime(date, "%Y-%m-%dT%H:%M:%S.%f"),
+        "position": int
+    }
+
+    def __init__(self, response: dict[str, str] | None):
+        if response is None:
+            return
+
+        for key in response:
+            if not hasattr(self, key):
+                raise Exception(f"Mismatch between response data and {type(self).__name__} (key={key})")
+
+            if not key in self.__type_conversion_map__:
+                raise Exception(f"Mismatch between response data and {type(self).__name__}.__type_map__ (key={key})")
+
+            setattr(self, key, self.__type_conversion_map__[key](response[key]))
+
+        print("OpenF1Position:", self.__dict__)
+
+    def to_params(self) -> Dict[str, str]:
+        params: Dict[str, str] = dict()
+        for key in self.__dict__:
+            params[str(key)] = str(self.__dict__[key])
+
+        return params
+
+    session_key:   int      = None # type: ignore
+    meeting_key:   int      = None # type: ignore
+    driver_number: int      = None # type: ignore
+    date:          datetime = None # type: ignore
+    position:      int      = None # type: ignore

formula10/openf1/model/openf1_session.py

@@ -0,0 +1,60 @@
+from datetime import datetime, time
+from typing import Any, Callable, Dict
+
+
+class OpenF1Session:
+    __type_conversion_map__: Dict[str, Callable[[Any], Any]] = {
+        "location": str,
+        "country_key": int,
+        "country_code": str,
+        "country_name": str,
+        "circuit_key": int,
+        "circuit_short_name": str,
+        "session_type": str,
+        "session_name": str,
+        "date_start": lambda date: datetime.strptime(date, "%Y-%m-%dT%H:%M:%S"),
+        "date_end": lambda date: datetime.strptime(date, "%Y-%m-%dT%H:%M:%S"),
+        "gmt_offset": lambda time: datetime.strptime(time, "%H:%M:%S").time(),
+        "session_key": int,
+        "meeting_key": int,
+        "year": int
+    }
+
+
+
+    def __init__(self, response: dict[str, str] | None):
+        if response is None:
+            return
+
+        for key in response:
+            if not hasattr(self, key):
+                raise Exception(f"Mismatch between response data and {type(self).__name__} (key={key})")
+
+            if not key in self.__type_conversion_map__:
+                raise Exception(f"Mismatch between response data and {type(self).__name__}.__type_map__ (key={key})")
+
+            setattr(self, key, self.__type_conversion_map__[key](response[key]))
+
+        print("OpenF1Session:", self.__dict__)
+
+    def to_params(self) -> Dict[str, str]:
+        params: Dict[str, str] = dict()
+        for key in self.__dict__:
+            params[str(key)] = str(self.__dict__[key])
+
+        return params
+
+    location:           str      = None # type: ignore
+    country_key:        int      = None # type: ignore
+    country_code:       str      = None # type: ignore
+    country_name:       str      = None # type: ignore
+    circuit_key:        int      = None # type: ignore
+    circuit_short_name: str      = None # type: ignore
+    session_type:       str      = None # type: ignore
+    session_name:       str      = None # type: ignore
+    date_start:         datetime = None # type: ignore
+    date_end:           datetime = None # type: ignore
+    gmt_offset:         time     = None # type: ignore
+    session_key:        int      = None # type: ignore
+    meeting_key:        int      = None # type: ignore
+    year:               int      = None # type: ignore

formula10/openf1/openf1_definitions.py

@@ -0,0 +1,9 @@
+OPENF1_URL: str = "https://api.openf1.org/v1"
+
+OPENF1_SESSION_ENDPOINT: str = f"{OPENF1_URL}/sessions"
+OPENF1_POSITION_ENDPOINT: str = f"{OPENF1_URL}/position"
+OPENF1_DRIVER_ENDPOINT: str = f"{OPENF1_URL}/drivers"
+
+OPENF1_SESSION_TYPE_RACE: str = "Race"
+OPENF1_SESSION_NAME_RACE: str = "Race"
+OPENF1_SESSION_NAME_SPRINT: str = "Sprint"

formula10/openf1/openf1_fetcher.py

@@ -0,0 +1,76 @@
+from datetime import datetime
+import json
+from typing import Any, Callable, Dict, List, cast
+from requests import Response, get
+
+from formula10.openf1.model.openf1_driver import OpenF1Driver
+from formula10.openf1.model.openf1_position import OpenF1Position
+from formula10.openf1.model.openf1_session import OpenF1Session
+from formula10.openf1.openf1_definitions import OPENF1_DRIVER_ENDPOINT, OPENF1_POSITION_ENDPOINT, OPENF1_SESSION_ENDPOINT, OPENF1_SESSION_NAME_RACE, OPENF1_SESSION_NAME_SPRINT, OPENF1_SESSION_TYPE_RACE
+
+def openf1_request_helper(endpoint: str, params: Dict[str, str]) -> List[Dict[str, str]]:
+    response: Response = get(endpoint, params=params)
+    if not response.ok:
+        raise Exception(f"OpenF1 request to {response.request.url} failed")
+
+    obj: Any = json.loads(response.text)
+    if isinstance(obj, List):
+        return cast(List[Dict[str, str]], obj)
+    elif isinstance(obj, Dict):
+        return [cast(Dict[str, str], obj)]
+    else:
+        # @todo Fail gracefully
+        raise Exception(f"Unexpected OpenF1 response from {response.request.url}: {obj}")
+
+
+def openf1_fetch_latest_session(session_name: str) -> OpenF1Session:
+    # ApiSession object only supports integer session_keys
+    response: List[Dict[str, str]] = openf1_request_helper(OPENF1_SESSION_ENDPOINT, {
+        "session_key": "latest",
+        "session_type": OPENF1_SESSION_TYPE_RACE,
+        "session_name": session_name
+    })
+
+    return OpenF1Session(response[0])
+
+
+def openf1_fetch_latest_race_session_key() -> int:
+    return openf1_fetch_latest_session(OPENF1_SESSION_NAME_RACE).session_key
+
+
+def openf1_fetch_latest_sprint_session_key() -> int:
+    return openf1_fetch_latest_session(OPENF1_SESSION_NAME_SPRINT).session_key
+
+
+def openf1_fetch_session(session_name: str, country_code: str) -> OpenF1Session:
+    _session: OpenF1Session = OpenF1Session(None)
+    _session.session_type = OPENF1_SESSION_TYPE_RACE  # includes races + sprints
+    _session.year = 2024
+    _session.country_code = country_code
+    _session.session_name = session_name
+
+    response: List[Dict[str, str]] = openf1_request_helper(OPENF1_SESSION_ENDPOINT, _session.to_params())
+
+    return OpenF1Session(response[0])
+
+
+def openf1_fetch_driver(session_key: int, name_acronym: str) -> OpenF1Driver:
+    _driver: OpenF1Driver = OpenF1Driver(None)
+    _driver.name_acronym = name_acronym
+    _driver.session_key = session_key
+
+    response: List[Dict[str, str]] = openf1_request_helper(OPENF1_DRIVER_ENDPOINT, _driver.to_params())
+
+    return OpenF1Driver(response[0])
+
+
+def openf1_fetch_position(session_key: int, position: int):
+    _position: OpenF1Position = OpenF1Position(None)
+    _position.session_key = session_key
+    _position.position = position
+
+    response: List[Dict[str, str]] = openf1_request_helper(OPENF1_POSITION_ENDPOINT, _position.to_params())
+
+    # Find the last driver that was on this position at last
+    predicate: Callable[[Dict[str, str]], datetime] = lambda position: datetime.strptime(position["date"], "%Y-%m-%dT%H:%M:%S.%f")
+    return OpenF1Position(max(response, key=predicate))

formula10/static/style/diagram.css

@@ -0,0 +1,18 @@
+.chart-container {
+    width: 100%;
+    height: 40vh;
+}
+
+@media only screen and (max-width: 900px) {
+    .chart-container {
+        width: 100%;
+        height: 50vh;
+    }
+}
+
+@media only screen and (orientation: landscape) and (max-width: 900px) {
+    .chart-container {
+        width: 100%;
+        height: 100vh;
+    }
+}

formula10/static/style/grid.css

@@ -11,3 +11,17 @@
         grid-column-gap: 8px;
     }
 }
+
+.card-grid-2 {
+    grid-template-columns: repeat(1, minmax(325px, 1fr));
+    grid-row-gap: 0;
+    grid-column-gap: 8px;
+}
+
+@media only screen and (min-width: 950px) {
+    .card-grid-2 {
+        grid-template-columns: repeat(2, minmax(450px, 1fr));
+        grid-row-gap: 0;
+        grid-column-gap: 8px;
+    }
+}

formula10/templates/base.jinja

@@ -24,17 +24,17 @@
 {% endmacro %}
 
 {# Simple driver select for forms #}
-{% macro driver_select(name, label, include_none, drivers=none, disabled=false, border="") %}
+{% macro driver_select(name, label, include_none, include_inactive=false, drivers=none, disabled=false, border="") %}
     <div class="form-floating">
         <select name="{{ name }}" id="{{ name }}" class="form-select {{ border }}" aria-label="{{ name }}" {% if disabled %}disabled="disabled"{% endif %}>
             <option value="" selected disabled hidden></option>
 
             {% if drivers == none %}
-                {% set drivers = model.all_drivers(include_none=include_none) %}
+                {% set drivers = model.all_drivers(include_none=include_none, include_inactive=include_inactive) %}
             {% endif %}
 
             {% for driver in drivers %}
-                <option value="{{ driver.name }}">{{ driver.abbr }}</option>
+                <option value="{{ driver.id }}">{{ driver.abbr }}</option>
             {% endfor %}
         </select>
         <label for="{{ name }}" class="text-primary">{{ label }}</label>
@@ -42,26 +42,26 @@
 {% endmacro %}
 
 {# Driver select for forms where a value might be preselected #}
-{% macro driver_select_with_preselect(driver_match, name, label, include_none, drivers=none, disabled=false, border="") %}
+{% macro driver_select_with_preselect(driver_match, name, label, include_none, include_inactive=false, drivers=none, disabled=false, border="") %}
     <div class="form-floating">
         <select name="{{ name }}" id="{{ name }}" class="form-select {{ border }}" aria-label="{{ name }}" {% if disabled %}disabled="disabled"{% endif %}>
             {# Use namespace wrapper to persist scope between loop iterations #}
             {% set user_has_chosen = namespace(driverpre=false) %}
 
             {% if drivers == none %}
-                {% set drivers = model.all_drivers(include_none=include_none) %}
+                {% set drivers = model.all_drivers(include_none=include_none, include_inactive=include_inactive) %}
             {% endif %}
 
             {% for driver in drivers %}
                 {% if driver_match == driver %}
                     {% set user_has_chosen.driverpre = true %}
-                    <option selected="selected" value="{{ driver.name }}">{{ driver.abbr }}</option>
+                    <option selected="selected" value="{{ driver.id }}">{{ driver.abbr }}</option>
                 {% else %}
-                    <option value="{{ driver.name }}">{{ driver.abbr }}</option>
+                    <option value="{{ driver.id }}">{{ driver.abbr }}</option>
                 {% endif %}
 
                 {% if (include_none == true) and (driver == model.none_driver()) %}
-                    <option disabled>──────────</option>
+                    <option disabled="disabled">──────────</option>
                 {% endif %}
             {% endfor %}
 
@@ -85,7 +85,7 @@
             {% endif %}
 
             {% for team in teams %}
-                <option value="{{ team.name }}">{{ team.name }}</option>
+                <option value="{{ team.id }}">{{ team.name }}</option>
             {% endfor %}
         </select>
         <label for="{{ name }}" class="text-primary">{{ label }}</label>
@@ -106,13 +106,13 @@
             {% for team in teams %}
                 {% if team_match == team %}
                     {% set user_has_chosen.teampre = true %}
-                    <option selected="selected" value="{{ team.name }}">{{ team.name }}</option>
+                    <option selected="selected" value="{{ team.id }}">{{ team.name }}</option>
                 {% else %}
-                    <option value="{{ team.name }}">{{ team.name }}</option>
+                    <option value="{{ team.id }}">{{ team.name }}</option>
                 {% endif %}
 
                 {% if (include_none == true) and (team == model.none_team()) %}
-                    <option disabled>──────────</option>
+                    <option disabled="disabled">──────────</option>
                 {% endif %}
             {% endfor %}
 
@@ -181,6 +181,7 @@
 
     <!-- Custom -->
     <link href="../static/style/grid.css" rel="stylesheet">
+    <link href="../static/style/diagram.css" rel="stylesheet">
     <script defer>
         {# Initialize Bootstrap Tooltips #}
         let tooltipTriggerList = document.querySelectorAll("[data-bs-toggle='tooltip']")

formula10/templates/error.jinja

@@ -5,10 +5,12 @@
 {% set active_page = "/error" %}
 
 {% block body %}
-    <div class="card">
+    <div class="card shadow-sm mb-2">
+        <div class="card-header">
+            <span class="text-danger fw-bold">Error</span>
+        </div>
         <div class="card-body">
-            <h5 class="card-title text-danger fw-bold">Error</h5>
-            <h6 class="card-subtitle">{{ error_message }}</h6>
+            {{ error_message }}
         </div>
     </div>
 {% endblock body %}

formula10/templates/leaderboard.jinja

@@ -6,17 +6,17 @@
 
 {% block body %}
 
-    <div class="card">
-        <div class="card-header">
-            Note
-        </div>
+{#    <div class="card shadow-sm mb-2">#}
+{#        <div class="card-header">#}
+{#            Note#}
+{#        </div>#}
+{##}
+{#        <div class="card-body">#}
+{#            Points only include race picks.#}
+{#        </div>#}
+{#    </div>#}
 
-        <div class="card-body">
-            Points only include race picks.
-        </div>
-    </div>
-
-    <div class="card mt-2">
+    <div class="card shadow-sm mb-2">
         <div class="card-header">
             Leaderboard
         </div>
@@ -29,6 +29,8 @@
                         <th scope="col" class="text-center" style="min-width: 50px;">Place</th>
                         <th scope="col" class="text-center" style="min-width: 50px;">User</th>
                         <th scope="col" class="text-center" style="min-width: 100px;">Points</th>
+                        <th scope="col" class="text-center" style="min-width: 100px;">Points (Race)</th>
+                        <th scope="col" class="text-center" style="min-width: 100px;">Points (Season)</th>
                         <th scope="col" class="text-center" style="min-width: 100px;">Total picks</th>
                         <th scope="col" class="text-center" style="min-width: 100px;" data-bs-toggle="tooltip"
                             title="Any points count as correct">Correct picks
@@ -38,12 +40,14 @@
                     </thead>
 
                     <tbody>
-                    {% for user in points.users_sorted_by_points() %}
-                        {% set user_standing = points.user_standing()[user.name] %}
+                    {% for user in points.users_sorted_by_points(include_season=True) %}
+                        {% set user_standing = points.user_standing(include_season=True)[user.name] %}
                         <tr class="{% if user_standing == 1 %}table-danger{% endif %}">
                             <td class="text-center text-nowrap">{{ user_standing }}</td>
                             <td class="text-center text-nowrap">{{ user.name }}</td>
-                            <td class="text-center text-nowrap">{{ points.total_points_by(user.name) }}</td>
+                            <td class="text-center text-nowrap">{{ points.total_points_by(user_name=user.name, include_season=True) }}</td>
+                            <td class="text-center text-nowrap">{{ points.total_points_by(user_name=user.name, include_season=False) }}</td>
+                            <td class="text-center text-nowrap">{{ points.season_points_by(user_name=user.name) }}</td>
                             <td class="text-center text-nowrap">{{ points.picks_count(user.name) }}</td>
                             <td class="text-center text-nowrap">{{ points.picks_with_points_count(user.name) }}</td>
                             <td class="text-center text-nowrap">{{ "%0.2f" % points.points_per_pick(user.name) }}</td>
@@ -55,13 +59,13 @@
         </div>
     </div>
 
-    <div class="card mt-2">
+    <div class="card shadow-sm mb-2">
         <div class="card-header">
-            History
+            History (Race)
         </div>
 
         <div class="card-body">
-            <div class="chart-container" style="width: 100%; height: 40vh;">
+            <div class="chart-container">
                 <canvas id="line-chart"></canvas>
             </div>
 
@@ -78,6 +82,8 @@
                             {#tension: 0,#}
                             responsive: true,
                             maintainAspectRatio: false,
+                            pointRadius: 5,
+                            pointHoverRadius: 10,
                             scales: {
                                 y: {
                                     min: 0,

formula10/templates/race.jinja

@@ -15,7 +15,7 @@
 {% block body %}
 
     {# Put table in this div to make right padding work #}
-    <div class="d-inline-block overflow-x-scroll w-100">
+    <div class="d-inline-block overflow-x-scroll w-100 mb-2">
         <table class="table table-bordered table-sm table-responsive shadow-sm">
 
             <thead>
@@ -39,13 +39,13 @@
                 {# Link should only be visible if all users are visible #}
                 {% if model.active_user is not none %}
                     <td class="text-center text-nowrap" style="min-width: 100px;">{{ model.active_user.name }}
-                        ({{ points.total_points_by(model.active_user.name) }})
+                        ({{ points.total_points_by(user_name=model.active_user.name, include_season=False) }})
                     </td>
                 {% else %}
                     {% for user in model.all_users() %}
                         <td class="text-center text-nowrap" style="min-width: 100px;">
                             <a href="/race/{{ user.name_sanitized }}" class="link-dark">{{ user.name }}
-                                ({{ points.total_points_by(user.name) }})</a>
+                                ({{ points.total_points_by(user_name=user.name, include_season=False) }})</a>
                         </td>
                     {% endfor %}
                 {% endif %}

formula10/templates/result.jinja

@@ -42,88 +42,176 @@
 
 {% block body %}
 
-    <div class="grid card-grid">
+    {% set race_result_open=model.race_result_open(model.active_result_race_name_or_current_race_name()) %}
+    {% if race_result_open == true %}
+        {% set action_save_href = "/result-enter/" ~ model.active_result_race_name_or_current_race_name_sanitized() %}
+        {% set action_fetch_href = "/result-fetch/" ~ model.active_result_race_name_or_current_race_name_sanitized() %}
+    {% else %}
+        {% set action_save_href = "" %}
+        {% set action_fetch_href = "" %}
+    {% endif %}
 
-        <div class="card shadow-sm mb-2" style="max-width: 450px;">
+    <form action="{{ action_fetch_href }}" method="post">
+        <div class="card shadow-sm mb-2 w-100">
+            <div class="card-header">
+                Autofill
+            </div>
+
+            <div class="card-body">
+                <input type="submit" class="btn btn-danger mt-2 w-100" value="Fetch using FastF1"
+                       {% if race_result_open == false %}disabled="disabled"{% endif %}>
+            </div>
+        </div>
+    </form>
+
+    <form class="grid card-grid" action="{{ action_save_href }}" method="post">
+
+        {# Race result #}
+        <div class="card shadow-sm mb-2 w-100">
             <div class="card-header">
                 {{ model.active_result_race_name_or_current_race_name() }}
             </div>
 
             <div class="card-body">
                 <div class="d-inline-block overflow-x-scroll w-100">
-                    <div style="width: 410px;">
-                        {% set race_result_open=model.race_result_open(model.active_result_race_name_or_current_race_name()) %}
-                        {% if race_result_open == true %}
-                            {% set action_save_href = "/result-enter/" ~ model.active_result_race_name_or_current_race_name_sanitized() %}
-                        {% else %}
-                            {% set action_save_href = "" %}
-                        {% endif %}
+                    <div style="width: 460px;">
 
-                        <form action="{{ action_save_href }}" method="post">
+                        {# Place numbers #}
+                        <ul class="list-group list-group-flush d-inline-block">
+                            {% for driver in model.all_active_drivers_or_active_result_standing_drivers() %}
+                                <li class="list-group-item p-1"><span id="place_number"
+                                                                      class="fw-bold">P{{ "%02d" % loop.index }}</span>:
+                                </li>
+                            {% endfor %}
+                        </ul>
+
+                        {# Drag and drop, "#columns .column" is the selector for the JS #}
+                        <ul id="columns" class="list-group list-group-flush d-inline-block float-end">
+
+                            {% for driver in model.all_active_drivers_or_active_result_standing_drivers() %}
+                                <li class="list-group-item {% if race_result_open == true %}column{% endif %} p-1"
+                                    {% if race_result_open == true %}draggable="true"{% endif %}>
+                                    {{ driver.name }}
+
+                                    <div class="d-inline-block float-end" style="margin-left: 30px;">
+                                        {# Fastest lap #}
+                                        <div class="form-check form-check-reverse d-inline-block">
+                                            <input type="radio" class="form-check-input"
+                                                   value="{{ driver.id }}"
+                                                   id="fastest-lap-{{ driver.id }}" name="fastest-lap"
+                                                   {% if (model.active_result is not none) and (driver.id == model.active_result.fastest_lap_driver.id) %}checked{% endif %}
+                                                   {% if race_result_open == false %}disabled="disabled"{% endif %}>
+                                            <label for="fastest-lap-{{ driver.id }}"
+                                                   class="form-check-label text-muted" data-bs-toggle="tooltip"
+                                                   title="Fastest lap">Lap</label>
+                                        </div>
+
+                                        {# Driver DNFed at first #}
+                                        <div class="form-check form-check-reverse d-inline-block"
+                                             style="margin-left: 2px;">
+                                            <input type="checkbox" class="form-check-input"
+                                                   value="{{ driver.id }}"
+                                                   id="first-dnf-{{ driver.id }}" name="first-dnf-drivers"
+                                                   {% if (model.active_result is not none) and (driver in model.active_result.initial_dnf) %}checked{% endif %}
+                                                   {% if race_result_open == false %}disabled="disabled"{% endif %}>
+                                            <label for="first-dnf-{{ driver.id }}"
+                                                   class="form-check-label text-muted">1. DNF</label>
+                                        </div>
+
+                                        {# Driver DNFed #}
+                                        <div class="form-check form-check-reverse d-inline-block"
+                                             style="margin-left: 2px;">
+                                            <input type="checkbox" class="form-check-input"
+                                                   value="{{ driver.id }}"
+                                                   id="dnf-{{ driver.id }}" name="dnf-drivers"
+                                                   {% if (model.active_result is not none) and (driver in model.active_result.all_dnfs) %}checked{% endif %}
+                                                   {% if race_result_open == false %}disabled="disabled"{% endif %}>
+                                            <label for="dnf-{{ driver.id }}"
+                                                   class="form-check-label text-muted">DNF</label>
+                                        </div>
+
+                                        {# Driver Excluded #}
+                                        <div class="form-check form-check-reverse d-inline-block"
+                                             style="margin-left: 2px;">
+                                            <input type="checkbox" class="form-check-input"
+                                                   value="{{ driver.id }}"
+                                                   id="exclude-{{ driver.id }}" name="excluded-drivers"
+                                                   {% if (model.active_result is not none) and (driver in model.active_result.standing_exclusions) %}checked{% endif %}
+                                                   {% if race_result_open == false %}disabled="disabled"{% endif %}>
+                                            <label for="exclude-{{ driver.id }}"
+                                                   class="form-check-label text-muted" data-bs-toggle="tooltip"
+                                                   title="Driver is not counted for standing">NC</label>
+                                        </div>
+                                    </div>
+
+                                    {# Standing order #}
+                                    <input type="hidden" name="pxx-drivers" value="{{ driver.id }}">
+                                </li>
+                            {% endfor %}
+                        </ul>
+
+                        <input type="submit" class="btn btn-danger mt-2 w-100" value="Save"
+                               {% if race_result_open == false %}disabled="disabled"{% endif %}>
+                    </div>
+                </div>
+            </div>
+        </div>
+
+        {# Sprint result #}
+        {% if model.active_result_race_or_current_race().has_sprint == true %}
+            <div class="card shadow-sm mb-2 w-100">
+                <div class="card-header">
+                    Sprint
+                </div>
+
+                <div class="card-body">
+                    <div class="d-inline-block overflow-x-scroll w-100">
+                        <div style="width: 275px;">
+
+                            {# Place numbers #}
                             <ul class="list-group list-group-flush d-inline-block">
-                                {% for driver in model.all_drivers_or_active_result_standing_drivers() %}
+                                {% for driver in model.all_active_drivers_or_active_result_sprint_standing_drivers() %}
                                     <li class="list-group-item p-1"><span id="place_number"
                                                                           class="fw-bold">P{{ "%02d" % loop.index }}</span>:
                                     </li>
                                 {% endfor %}
                             </ul>
 
+                            {# Drag and drop, "#columns .column" is the selector for the JS #}
                             <ul id="columns" class="list-group list-group-flush d-inline-block float-end">
-
-                                {% for driver in model.all_drivers_or_active_result_standing_drivers() %}
+                                {% for driver in model.all_active_drivers_or_active_result_sprint_standing_drivers() %}
                                     <li class="list-group-item {% if race_result_open == true %}column{% endif %} p-1"
                                         {% if race_result_open == true %}draggable="true"{% endif %}>
                                         {{ driver.name }}
 
                                         <div class="d-inline-block float-end" style="margin-left: 30px;">
-                                            {# Driver DNFed at first #}
-                                            <div class="form-check form-check-reverse d-inline-block">
-                                                <input type="checkbox" class="form-check-input"
-                                                       value="{{ driver.name }}"
-                                                       id="first-dnf-{{ driver.name }}" name="first-dnf-drivers"
-                                                       {% if (model.active_result is not none) and (driver in model.active_result.initial_dnf) %}checked{% endif %}
-                                                       {% if race_result_open == false %}readonly="readonly"{% endif %}>
-                                                <label for="first-dnf-{{ driver.name }}"
-                                                       class="form-check-label text-muted">1. DNF</label>
-                                            </div>
 
                                             {# Driver DNFed #}
-                                            <div class="form-check form-check-reverse d-inline-block mx-2">
+                                            <div class="form-check form-check-reverse d-inline-block"
+                                                 style="margin-left: 2px;">
                                                 <input type="checkbox" class="form-check-input"
-                                                       value="{{ driver.name }}"
-                                                       id="dnf-{{ driver.name }}" name="dnf-drivers"
-                                                       {% if (model.active_result is not none) and (driver in model.active_result.all_dnfs) %}checked{% endif %}
-                                                       {% if race_result_open == false %}readonly="readonly"{% endif %}>
-                                                <label for="dnf-{{ driver.name }}"
+                                                       value="{{ driver.id }}"
+                                                       id="sprint-dnf-{{ driver.id }}" name="sprint-dnf-drivers"
+                                                       {% if (model.active_result is not none) and (driver in model.active_result.sprint_dnfs) %}checked{% endif %}
+                                                       {% if race_result_open == false %}disabled="disabled"{% endif %}>
+                                                <label for="sprint-dnf-{{ driver.id }}"
                                                        class="form-check-label text-muted">DNF</label>
                                             </div>
-
-                                            {# Driver Excluded #}
-                                            <div class="form-check form-check-reverse d-inline-block">
-                                                <input type="checkbox" class="form-check-input"
-                                                       value="{{ driver.name }}"
-                                                       id="exclude-{{ driver.name }}" name="excluded-drivers"
-                                                       {% if (model.active_result is not none) and (driver in model.active_result.standing_exclusions) %}checked{% endif %}
-                                                       {% if race_result_open == false %}readonly="readonly"{% endif %}>
-                                                <label for="exclude-{{ driver.name }}"
-                                                       class="form-check-label text-muted" data-bs-toggle="tooltip"
-                                                       title="Driver is not counted for standing">NC</label>
-                                            </div>
                                         </div>
 
                                         {# Standing order #}
-                                        <input type="hidden" name="pxx-drivers" value="{{ driver.name }}">
+                                        <input type="hidden" name="sprint-pxx-drivers" value="{{ driver.id }}">
                                     </li>
                                 {% endfor %}
                             </ul>
 
-                            <input type="submit" class="btn btn-danger mt-2 w-100" value="Save"
-                                   {% if race_result_open == false %}disabled="disabled"{% endif %}>
-                        </form>
+
+                        </div>
                     </div>
                 </div>
             </div>
-        </div>
-    </div>
+        {% endif %}
+
+    </form>
 
 {% endblock body %}

formula10/templates/rules.jinja

@@ -5,7 +5,7 @@
 {% set active_page = "/rules" %}
 
 {% block body %}
-    <div class="card mb-2">
+    <div class="card shadow-sm mb-2">
         <div class="card-header">
             Format
         </div>
@@ -22,7 +22,7 @@
         </div>
     </div>
 
-    <div class="card mb-2">
+    <div class="card shadow-sm mb-2">
         <div class="card-header">
             Renntipps
         </div>
@@ -43,7 +43,7 @@
         </div>
     </div>
 
-    <div class="card mb-2">
+    <div class="card shadow-sm mb-2">
         <div class="card-header">
             Punkte
         </div>
@@ -62,7 +62,7 @@
         </div>
     </div>
 
-    <div class="card mb-2">
+    <div class="card shadow-sm mb-2">
         <div class="card-header">
             Bonustipps
         </div>

formula10/templates/season.jinja

@@ -10,23 +10,22 @@
 
 {% block body %}
 
-    <div class="card mb-2">
-        <div class="card-header">
-            Note
-        </div>
-
-        <div class="card-body">
-            Picks that match the current standings are marked in green, except for the hot-take and overtake picks, as
-            those are not evaluated automatically.<br>
-            Points from sprints and fastest laps are not tracked currently.
-        </div>
-    </div>
+{#    <div class="card shadow-sm mb-2">#}
+{#        <div class="card-header">#}
+{#            Note#}
+{#        </div>#}
+{##}
+{#        <div class="card-body">#}
+{#            Picks that match the current standings are marked in green, except for the hot-take and overtake picks, as#}
+{#            those are not evaluated automatically.<br>#}
+{#        </div>#}
+{#    </div>#}
 
     <div class="grid card-grid">
 
         {% for user in model.all_users_or_active_user() %}
 
-            <div class="card mb-2 shadow-sm">
+            <div class="card shadow-sm mb-2">
                 <div class="card-header">
                     {# Link should only be visible if all users are visible #}
                     {% if model.active_user is not none %}
@@ -51,7 +50,7 @@
                         {# Hot Take #}
                         <div class="form-floating">
                             <textarea
-                                    class="form-control {% if points.hot_take_correct(user.name) %}border-success{% endif %}"
+                                    class="form-control {% if points.hot_take_correct(user.name) %}border-success{% else %}border-danger{% endif %}"
                                     id="hot-take-input-{{ user.name }}" name="hottakeselect"
                                     style="height: 150px"
                                     {% if season_guess_open == false %}disabled="disabled"{% endif %}>
@@ -65,29 +64,29 @@
                         <div class="mt-2">
                             {{ team_select_with_preselect(team_match=user_guess.p2_wcc, name="p2select", label="P2 in WCC:",
                                    include_none=false, disabled=not season_guess_open,
-                                   border=("border-success" if points.p2_constructor_correct(user.name) else "")) }}
+                                   border=("border-success" if points.p2_constructor_correct(user.name) else "border-danger")) }}
                         </div>
 
                         {# Most Overtakes + DNFs #}
                         <div class="input-group mt-2">
                             {{ driver_select_with_preselect(driver_match=user_guess.most_overtakes, name="overtakeselect",
-                                   label="Most overtakes:", include_none=false, disabled=not season_guess_open,
-                                   border=("border-success" if points.overtakes_correct(user.name) else "")) }}
+                                   label="Most overtakes:", include_none=false, include_inactive=true, disabled=not season_guess_open,
+                                   border=("border-success" if points.overtakes_correct(user.name) else "border-danger")) }}
                             {{ driver_select_with_preselect(driver_match=user_guess.most_dnfs, name="dnfselect", label="Most DNFs:",
-                                   include_none=false, disabled=not season_guess_open,
-                                   border=("border-success" if points.dnfs_correct(user.name) else "")) }}
+                                   include_none=false, include_inactive=true, disabled=not season_guess_open,
+                                   border=("border-success" if points.dnfs_correct(user.name) else "border-danger")) }}
                         </div>
 
                         {# Most Gained + Lost #}
                         <div class="input-group mt-2" data-bs-toggle="tooltip"
                              title="Which driver will gain/lose the most places in comparison to last season's results?">
                             {{ driver_select_with_preselect(driver_match=user_guess.most_wdc_gained, name="gainedselect",
-                                   label="Most WDC pl. gained:", include_none=false, drivers=model.drivers_for_wdc_gained(),
-                                   disabled=not season_guess_open,
-                                   border=("border-success" if points.most_gained_correct(user.name) else "")) }}
+                                   label="Most WDC pl. gained:", include_none=false, include_inactive=true,
+                                   drivers=model.active_drivers_for_wdc_gained(), disabled=not season_guess_open,
+                                   border=("border-success" if points.most_gained_correct(user.name) else "border-danger")) }}
                             {{ driver_select_with_preselect(driver_match=user_guess.most_wdc_lost, name="lostselect",
-                                   label="Most WDC pl. lost:", include_none=false, disabled=not season_guess_open,
-                                   border=("border-success" if points.most_lost_correct(user.name) else "")) }}
+                                   label="Most WDC pl. lost:", include_none=false, include_inactive=true, disabled=not season_guess_open,
+                                   border=("border-success" if points.most_lost_correct(user.name) else "border-danger")) }}
                         </div>
 
                         {# Team-internal Winners #}
@@ -96,32 +95,36 @@
                             winners:</h6>
                         <div class="grid mt-2 container" style="row-gap: 0;">
                             {% for team in model.all_teams(include_none=false) %}
-                                {% set driver_a = model.drivers_by(team_name=team.name)[0] %}
-                                {% set driver_b = model.drivers_by(team_name=team.name)[1] %}
+                                {# HACK: Choosing 0 and 1 will chose the drivers with the lowest IDs (although there could be others). #}
+                                {#       This means the drivers chosen from at the start of the season will be visible. #}
+                                {% set driver_a = model.drivers_by(team_name=team.name, include_inactive=True)[0] %}
+                                {% set driver_b = model.drivers_by(team_name=team.name, include_inactive=True)[1] %}
 
                                 <div class="g-col-6">
                                     <div class="form-check form-check-inline">
                                         <input class="form-check-input" type="radio"
-                                               name="teamwinner-{{ team.name }}"
-                                               id="teamwinner-{{ team.name }}-1-{{ user.name }}"
-                                               value="{{ driver_a.name }}"
+                                               name="teamwinner-{{ team.id }}"
+                                               id="teamwinner-{{ team.id }}-1-{{ user.id }}"
+                                               value="{{ driver_a.id }}"
                                                {% if (user_guess is not none) and (driver_a in user_guess.team_winners) %}checked="checked"{% endif %}
                                                {% if season_guess_open == false %}disabled="disabled"{% endif %}>
-                                        <label class="form-check-label {% if (user_guess is not none) and (driver_a in user_guess.team_winners) and points.is_team_winner(driver_a) %}text-success{% endif %}"
-                                               for="teamwinner-{{ team.name }}-1-{{ user.name }}">{{ driver_a.name }}</label>
+                                        <label class="form-check-label {% if (user_guess is not none) and (driver_a in user_guess.team_winners) and points.is_team_winner(driver_a) %}text-success
+                                               {% elif (user_guess is not none) and (driver_a in user_guess.team_winners) and (not points.is_team_winner(driver_a)) %}text-danger{% endif %}"
+                                               for="teamwinner-{{ team.id }}-1-{{ user.id }}">{{ driver_a.name }}</label>
                                     </div>
                                 </div>
 
                                 <div class="g-col-6">
                                     <div class="form-check form-check-inline">
                                         <input class="form-check-input" type="radio"
-                                               name="teamwinner-{{ team.name }}"
-                                               id="teamwinner-{{ team.name }}-2-{{ user.name }}"
-                                               value="{{ driver_b.name }}"
+                                               name="teamwinner-{{ team.id }}"
+                                               id="teamwinner-{{ team.id }}-2-{{ user.id }}"
+                                               value="{{ driver_b.id }}"
                                                {% if (user_guess is not none) and (driver_b in user_guess.team_winners) %}checked="checked"{% endif %}
                                                {% if season_guess_open == false %}disabled="disabled"{% endif %}>
-                                        <label class="form-check-label {% if (user_guess is not none) and (driver_b in user_guess.team_winners) and points.is_team_winner(driver_b) %}text-success{% endif %}"
-                                               for="teamwinner-{{ team.name }}-2-{{ user.name }}">{{ driver_b.name }}</label>
+                                        <label class="form-check-label {% if (user_guess is not none) and (driver_b in user_guess.team_winners) and points.is_team_winner(driver_b) %}text-success
+                                               {% elif (user_guess is not none) and (driver_b in user_guess.team_winners) and (not points.is_team_winner(driver_b)) %}text-danger{% endif %}"
+                                               for="teamwinner-{{ team.id }}-2-{{ user.id }}">{{ driver_b.name }}</label>
                                     </div>
                                 </div>
                             {% endfor %}
@@ -132,19 +135,23 @@
                             title="Which driver will reach at least a single podium?">Drivers with podium(s):</h6>
                         <div class="grid mt-2 container" style="row-gap: 0;">
                             {% for team in model.all_teams(include_none=false) %}
-                                {% set driver_a = model.drivers_by(team_name=team.name)[0] %}
-                                {% set driver_b = model.drivers_by(team_name=team.name)[1] %}
+                                {# HACK: Choosing 0 and 1 will chose the drivers with the lowest IDs (although there could be others). #}
+                                {#       This means the drivers chosen from at the start of the season will be visible. #}
+                                {% set driver_a = model.drivers_by(team_name=team.name, include_inactive=True)[0] %}
+                                {% set driver_b = model.drivers_by(team_name=team.name, include_inactive=True)[1] %}
 
                                 <div class="g-col-6">
                                     <div class="form-check form-check-inline">
                                         <input class="form-check-input" type="checkbox"
                                                name="podiumdrivers"
-                                               id="podium-{{ driver_a.name }}-{{ user.name }}"
-                                               value="{{ driver_a.name }}"
+                                               id="podium-{{ driver_a.id }}-{{ user.id }}"
+                                               value="{{ driver_a.id }}"
                                                {% if (user_guess is not none) and (driver_a in user_guess.podiums) %}checked="checked"{% endif %}
                                                {% if season_guess_open == false %}disabled="disabled"{% endif %}>
-                                        <label class="form-check-label {% if (user_guess is not none) and (driver_a in user_guess.podiums) and points.has_podium(driver_a) %}text-success{% endif %}"
-                                               for="podium-{{ driver_a.name }}-{{ user.name }}">{{ driver_a.name }}</label>
+                                        <label class="form-check-label {% if (user_guess is not none) and (driver_a in user_guess.podiums) and points.has_podium(driver_a) %}text-success
+                                               {% elif (user_guess is not none) and (driver_a in user_guess.podiums) and (not points.has_podium(driver_a)) %}text-danger
+                                               {% elif (user_guess is not none) and (driver_a not in user_guess.podiums) and (points.has_podium(driver_a)) %}text-danger{% endif %}"
+                                               for="podium-{{ driver_a.id }}-{{ user.id }}">{{ driver_a.name }}</label>
                                     </div>
                                 </div>
 
@@ -152,12 +159,14 @@
                                     <div class="form-check form-check-inline">
                                         <input class="form-check-input" type="checkbox"
                                                name="podiumdrivers"
-                                               id="podium-{{ driver_b.name }}-{{ user.name }}"
-                                               value="{{ driver_b.name }}"
+                                               id="podium-{{ driver_b.id }}-{{ user.id }}"
+                                               value="{{ driver_b.id }}"
                                                {% if (user_guess is not none) and (driver_b in user_guess.podiums) %}checked="checked"{% endif %}
                                                {% if season_guess_open == false %}disabled="disabled"{% endif %}>
-                                        <label class="form-check-label {% if (user_guess is not none) and (driver_b in user_guess.podiums) and points.has_podium(driver_b) %}text-success{% endif %}"
-                                               for="podium-{{ driver_b.name }}-{{ user.name }}">{{ driver_b.name }}</label>
+                                        <label class="form-check-label {% if (user_guess is not none) and (driver_b in user_guess.podiums) and points.has_podium(driver_b) %}text-success
+                                               {% elif (user_guess is not none) and (driver_b in user_guess.podiums) and (not points.has_podium(driver_b)) %}text-danger
+                                               {% elif (user_guess is not none) and (driver_b not in user_guess.podiums) and (points.has_podium(driver_b)) %}text-danger{% endif %}"
+                                               for="podium-{{ driver_b.id }}-{{ user.id }}">{{ driver_b.name }}</label>
                                     </div>
                                 </div>
                             {% endfor %}

formula10/templates/statistics.jinja

@@ -6,19 +6,9 @@
 
 {% block body %}
 
-    <div class="card mb-2">
-        <div class="card-header">
-            Note
-        </div>
+    <div class="grid card-grid-2">
 
-        <div class="card-body">
-            Points from sprints and fastest laps are not tracked currently.
-        </div>
-    </div>
-
-    <div class="grid card-grid">
-
-        <div class="card mb-2">
+        <div class="card shadow-sm mb-2">
             <div class="card-header">
                 Drivers
             </div>
@@ -32,17 +22,19 @@
                             <th scope="col" class="text-center" style="min-width: 50px;">Driver</th>
                             <th scope="col" class="text-center" style="min-width: 100px;">Points</th>
                             <th scope="col" class="text-center" style="min-width: 100px;">DNFs</th>
+                            <th scope="col" class="text-center" style="min-width: 100px;">Place Delta</th>
                         </tr>
                         </thead>
 
                         <tbody>
-                        {% for driver in points.drivers_sorted_by_points() %}
+                        {% for driver in points.drivers_sorted_by_points(include_inactive=True) %}
                             {% set driver_standing = points.wdc_standing_by_driver()[driver.name] %}
                             <tr class="{% if driver_standing == 1 %}table-danger{% endif %}">
                                 <td class="text-center text-nowrap">{{ driver_standing }}</td>
                                 <td class="text-center text-nowrap">{{ driver.name }}</td>
-                                <td class="text-center text-nowrap">{{ points.wdc_points()[driver.name] }}</td>
+                                <td class="text-center text-nowrap">{{ points.total_driver_points_by(driver.name) }}</td>
                                 <td class="text-center text-nowrap">{{ points.dnfs()[driver.name] }}</td>
+                                <td class="text-center text-nowrap">{{ "%+d" % points.wdc_diff_2023_by(driver.name) }}</td>
                             </tr>
                         {% endfor %}
                         </tbody>
@@ -51,7 +43,7 @@
             </div>
         </div>
 
-        <div class="card mb-2">
+        <div class="card shadow-sm mb-2">
             <div class="card-header">
                 Constructors
             </div>
@@ -64,6 +56,7 @@
                             <th scope="col" class="text-center" style="min-width: 50px;">Place</th>
                             <th scope="col" class="text-center" style="min-width: 50px;">Team</th>
                             <th scope="col" class="text-center" style="min-width: 100px;">Points</th>
+                            <th scope="col" class="text-center" style="min-width: 100px;">Place Delta</th>
                         </tr>
                         </thead>
 
@@ -73,7 +66,8 @@
                             <tr class="{% if team_standing == 1 %}table-danger{% endif %}">
                                 <td class="text-center text-nowrap">{{ team_standing }}</td>
                                 <td class="text-center text-nowrap">{{ team.name }}</td>
-                                <td class="text-center text-nowrap">{{ points.wcc_points()[team.name] }}</td>
+                                <td class="text-center text-nowrap">{{ points.total_team_points_by(team.name) }}</td>
+                                <td class="text-center text-nowrap">{{ points.wcc_diff_2023_by(team.name) }}</td>
                             </tr>
                         {% endfor %}
                         </tbody>
@@ -82,6 +76,86 @@
             </div>
         </div>
 
+        <div class="card shadow-sm mb-2">
+            <div class="card-header">
+                Driver history
+            </div>
+
+            <div class="card-body">
+                <div class="chart-container">
+                    <canvas id="driver-line-chart"></canvas>
+                </div>
+
+                <script>
+                    function cumulative_driver_points(data) {
+                        return new Chart(document.getElementById("driver-line-chart"), {
+                            type: 'line',
+                            data: data,
+                            options: {
+                                title: {
+                                    display: true,
+                                    text: 'History'
+                                },
+                                {#tension: 0,#}
+                                responsive: true,
+                                maintainAspectRatio: false,
+                                pointRadius: 5,
+                                pointHoverRadius: 10,
+                                scales: {
+                                    y: {
+                                        min: 0,
+                                        {#max: 100#}
+                                    }
+                                }
+                            }
+                        });
+                    }
+
+                    cumulative_driver_points({{ points.cumulative_driver_points_data() | safe }})
+                </script>
+            </div>
+        </div>
+
+        <div class="card shadow-sm mb-2">
+            <div class="card-header">
+                Team history
+            </div>
+
+            <div class="card-body">
+                <div class="chart-container">
+                    <canvas id="team-line-chart"></canvas>
+                </div>
+
+                <script>
+                    function cumulative_team_points(data) {
+                        return new Chart(document.getElementById("team-line-chart"), {
+                            type: 'line',
+                            data: data,
+                            options: {
+                                title: {
+                                    display: true,
+                                    text: 'History'
+                                },
+                                {#tension: 0,#}
+                                responsive: true,
+                                maintainAspectRatio: false,
+                                pointRadius: 5,
+                                pointHoverRadius: 10,
+                                scales: {
+                                    y: {
+                                        min: 0,
+                                        {#max: 100#}
+                                    }
+                                }
+                            }
+                        });
+                    }
+
+                    cumulative_team_points({{ points.cumulative_team_points_data() | safe }})
+                </script>
+            </div>
+        </div>
+
     </div>
 
 {% endblock body %}

formula10/templates/users.jinja

@@ -6,7 +6,7 @@
 
 {% block body %}
 
-    <div class="card shadow-sm">
+    <div class="card shadow-sm mb-2">
         <div class="card-header">
             Add user
         </div>
@@ -27,7 +27,7 @@
     </div>
 
     {% if model.all_users() | length > 0 %}
-        <div class="card mt-2 shadow-sm">
+        <div class="card shadow-sm mb-2">
             <div class="card-header">
                 Registered users
             </div>
@@ -41,7 +41,7 @@
             </div>
         </div>
 
-        <div class="card mt-2 shadow-sm">
+        <div class="card shadow-sm mb-2">
             <div class="card-header">
                 Delete user
             </div>
@@ -72,16 +72,4 @@
         </div>
     {% endif %}
 
-{#    <div class="card mt-2 border-danger shadow-sm">#}
-{#        <div class="card-body">#}
-{#            <h5 class="card-title">Functions that should not be public</h5>#}
-{#            <h6 class="card-subtitle mb-2">(F you if you click this without knowing what it does)</h6>#}
-
-{#            <a class="btn btn-outline-danger" href="/save/all">Save all data</a>#}
-{#            <a class="btn btn-outline-danger" href="/load/all">Load all data</a>#}
-{#            <a class="btn btn-outline-danger" href="/load/static">Load static data</a>#}
-{#            <a class="btn btn-outline-danger" href="/load/dynamic">Load dynamic data</a>#}
-{#        </div>#}
-{#    </div>#}
-
 {% endblock body %}

requirements.txt

@@ -3,6 +3,12 @@ numpy
 
 flask
 flask-sqlalchemy
+flask-caching
 sqlalchemy
+requests
+werkzeug
+
+fastf1
+pandas
 
 pytest