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"openapi": "3.0.3",
"info": {
"title": "Football Prediction API",
"description": "Complete football prediction system with ML ensemble, advanced features, live odds, and more.",
"version": "2.0.0",
"contact": {
"name": "API Support"
}
},
"servers": [
{"url": "http://localhost:5000", "description": "Local development"},
{"url": "https://your-app.koyeb.app", "description": "Production"}
],
"tags": [
{"name": "Predictions", "description": "Match predictions"},
{"name": "Live", "description": "Live data and odds"},
{"name": "ML", "description": "Machine Learning models"},
{"name": "Training", "description": "Model training and tuning"},
{"name": "Analytics", "description": "Accuracy and analytics"}
],
"paths": {
"/api/v2/predict": {
"get": {
"tags": ["Predictions"],
"summary": "Enhanced prediction with all features",
"parameters": [
{"name": "home", "in": "query", "required": true, "schema": {"type": "string"}, "example": "Germany"},
{"name": "away", "in": "query", "required": true, "schema": {"type": "string"}, "example": "France"}
],
"responses": {
"200": {
"description": "Prediction result",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"success": {"type": "boolean"},
"final_prediction": {
"type": "object",
"properties": {
"home_win_prob": {"type": "number"},
"draw_prob": {"type": "number"},
"away_win_prob": {"type": "number"},
"predicted_outcome": {"type": "string"},
"confidence": {"type": "number"}
}
},
"goals": {
"type": "object",
"properties": {
"home_xg": {"type": "number"},
"away_xg": {"type": "number"},
"over_2.5": {"type": "number"},
"btts": {"type": "number"}
}
}
}
}
}
}
}
}
}
},
"/api/form/{team}": {
"get": {
"tags": ["Predictions"],
"summary": "Get team's recent form",
"parameters": [
{"name": "team", "in": "path", "required": true, "schema": {"type": "string"}}
],
"responses": {
"200": {"description": "Team form data"}
}
}
},
"/api/h2h": {
"get": {
"tags": ["Predictions"],
"summary": "Head-to-head statistics",
"parameters": [
{"name": "team1", "in": "query", "required": true, "schema": {"type": "string"}},
{"name": "team2", "in": "query", "required": true, "schema": {"type": "string"}}
],
"responses": {
"200": {"description": "H2H stats"}
}
}
},
"/api/live-odds": {
"get": {
"tags": ["Live"],
"summary": "Get live odds from multiple bookmakers",
"parameters": [
{"name": "sport", "in": "query", "schema": {"type": "string", "default": "soccer_epl"}}
],
"responses": {
"200": {"description": "Odds comparison data"}
}
}
},
"/api/live-scores": {
"get": {
"tags": ["Live"],
"summary": "Get live match scores",
"responses": {
"200": {"description": "Live matches"}
}
}
},
"/api/training/start": {
"post": {
"tags": ["Training"],
"summary": "Start model retraining",
"requestBody": {
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"async": {"type": "boolean", "default": true},
"params": {"type": "object"}
}
}
}
}
},
"responses": {
"200": {"description": "Training started"}
}
}
},
"/api/training/status": {
"get": {
"tags": ["Training"],
"summary": "Get training status",
"responses": {
"200": {"description": "Training status"}
}
}
},
"/api/tuning/set": {
"post": {
"tags": ["Training"],
"summary": "Set hyperparameters",
"requestBody": {
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"model": {"type": "string", "enum": ["xgb", "lgb", "cat", "nn"]},
"params": {"type": "object"}
}
}
}
}
},
"responses": {
"200": {"description": "Hyperparameters updated"}
}
}
},
"/api/accuracy/stats": {
"get": {
"tags": ["Analytics"],
"summary": "Get accuracy statistics",
"parameters": [
{"name": "period", "in": "query", "schema": {"type": "string", "enum": ["today", "week", "month", "all"]}}
],
"responses": {
"200": {"description": "Accuracy stats"}
}
}
},
"/api/backtest/run": {
"post": {
"tags": ["Analytics"],
"summary": "Run historical backtest",
"requestBody": {
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"start_year": {"type": "integer", "default": 2020},
"end_year": {"type": "integer", "default": 2024}
}
}
}
}
},
"responses": {
"200": {"description": "Backtest results"}
}
}
}
}
}
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