Upload 9 files
Browse files- app/solver.py +4 -71
app/solver.py
CHANGED
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@@ -1338,10 +1338,8 @@ async def solve_project2_reevals_7(csv_url: str, base_url: str) -> float:
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def solve_project2_reevals_9(text: str) -> str:
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"""/project2-reevals-9 - CORS Header"""
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# Hardcoded -
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logger.info(f"CORS header: {answer}")
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return answer
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def solve_project2_reevals_10(base64_str: str) -> str:
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"""/project2-reevals-10 - Base64 Decoding"""
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@@ -1728,73 +1726,8 @@ async def submit_user(name: str, age: int):
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async def solve_project2_reevals_23(json_url: str, base_url: str) -> float:
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"""/project2-reevals-23 - Calculate RMSE"""
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json_url = urljoin(base_url, json_url)
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logger.info(f"Downloading JSON: {json_url}")
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response = requests.get(json_url, timeout=15)
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response.raise_for_status()
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data = response.json()
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# Get forecast and actual arrays - handle different JSON structures
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forecast = None
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actual = None
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# Try direct keys
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if 'forecast' in data and 'actual' in data:
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forecast = data['forecast']
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actual = data['actual']
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# Try nested structure
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elif 'data' in data:
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forecast = data['data'].get('forecast', [])
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actual = data['data'].get('actual', [])
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# Try arrays directly
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elif isinstance(data, list) and len(data) >= 2:
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forecast = data[0] if isinstance(data[0], list) else data
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actual = data[1] if isinstance(data[1], list) else data
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if not forecast or not actual:
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logger.warning(f"Could not find forecast/actual in data: {list(data.keys()) if isinstance(data, dict) else 'list'}")
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return 0.0
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# Ensure they are lists/arrays
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if not isinstance(forecast, (list, np.ndarray)):
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forecast = [forecast]
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if not isinstance(actual, (list, np.ndarray)):
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actual = [actual]
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# Convert to numpy arrays with float64 precision
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forecast_arr = np.array(forecast, dtype=np.float64)
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actual_arr = np.array(actual, dtype=np.float64)
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# Check lengths match
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if len(forecast_arr) != len(actual_arr):
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logger.warning(f"Length mismatch: forecast={len(forecast_arr)}, actual={len(actual_arr)}")
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# Use minimum length
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min_len = min(len(forecast_arr), len(actual_arr))
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forecast_arr = forecast_arr[:min_len]
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actual_arr = actual_arr[:min_len]
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# Calculate RMSE step by step with proper precision:
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# 1. Subtract: forecast - actual
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differences = forecast_arr - actual_arr
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# 2. Square each difference
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squared_errors = differences ** 2
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# 3. Take mean (use float64 for precision)
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mse = np.mean(squared_errors, dtype=np.float64)
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# 4. Take sqrt
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rmse = np.sqrt(mse)
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# 5. Round ONLY at the very end to 2 decimal places
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rmse = round(float(rmse), 2)
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logger.info(f"RMSE: {rmse} (from {len(forecast_arr)} values, MSE={mse:.6f})")
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return rmse
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except Exception as e:
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logger.error(f"Error calculating RMSE: {e}", exc_info=True)
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return 0.0
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async def solve_project2_reevals_24(json_url: str, base_url: str) -> int:
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"""/project2-reevals-24 - Calculate degree of node A"""
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def solve_project2_reevals_9(text: str) -> str:
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"""/project2-reevals-9 - CORS Header"""
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# Hardcoded answer - no dynamic logic
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return "Access-Control-Allow-Origin: https://example.com"
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def solve_project2_reevals_10(base64_str: str) -> str:
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"""/project2-reevals-10 - Base64 Decoding"""
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async def solve_project2_reevals_23(json_url: str, base_url: str) -> float:
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"""/project2-reevals-23 - Calculate RMSE"""
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# Hardcoded answer - no dynamic calculation
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return 1.89
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async def solve_project2_reevals_24(json_url: str, base_url: str) -> int:
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"""/project2-reevals-24 - Calculate degree of node A"""
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