From acedcd87be282954bc113e75d0cee9cde872144a Mon Sep 17 00:00:00 2001 From: aryan lamba Date: Thu, 20 Mar 2025 15:34:14 +0530 Subject: [PATCH 1/2] add wind pn Signed-off-by: aryan lamba --- examples/wind_farm_pn.py | 76 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 76 insertions(+) create mode 100644 examples/wind_farm_pn.py diff --git a/examples/wind_farm_pn.py b/examples/wind_farm_pn.py new file mode 100644 index 0000000..d44cb8d --- /dev/null +++ b/examples/wind_farm_pn.py @@ -0,0 +1,76 @@ +from datetime import datetime, timedelta +import pandas as pd +from elexonpy.api_client import ApiClient +from elexonpy.api.balancing_mechanism_physical_api import BalancingMechanismPhysicalApi + +# Initialize API client +api_client = ApiClient() + +# Initialize the Balancing Mechanism Physical API +physical_api = BalancingMechanismPhysicalApi(api_client) + +# Define dataset and settlement period parameters +dataset = 'PN' # Physical Notification dataset +settlement_date = datetime.now().strftime('%Y-%m-%d') +settlement_period = 1 # Example settlement period (1-50) + +# Fetch market-wide physical data for all BM Units +print(f"Fetching physical data for settlement date {settlement_date} and period {settlement_period}...") +physical_data = physical_api.balancing_physical_all_get( + dataset=dataset, + settlement_date=settlement_date, + settlement_period=settlement_period, + format='dataframe' +) + +# Debug: Print columns in the DataFrame +print("Columns in the returned DataFrame:", physical_data.columns) + +# Filter for wind farms based on available columns +if 'bm_unit' in physical_data.columns: + # Assuming 'bm_unit' contains identifiers for BM Units, filter for wind farms + wind_farms = physical_data[physical_data['bm_unit'].str.contains('WIND', case=False, na=False)] +else: + print("No 'bm_unit' column found. Please check API response structure.") + wind_farms = pd.DataFrame() # Empty DataFrame as fallback + +# Print available wind farms +print(f"Found {len(wind_farms)} wind farms") +print(wind_farms.head()) + +# Select one wind farm (first one in the list for this example) +if not wind_farms.empty: + selected_wind_farm = wind_farms.iloc[0]['bm_unit'] + print(f"\nSelected wind farm: {selected_wind_farm}") + + # Define time range for data retrieval (last 24 hours) + end_time = datetime.now() + start_time = end_time - timedelta(days=1) + + # Fetch PN data specifically for the selected wind farm over the time range + print(f"\nFetching PN data for {selected_wind_farm} from {start_time} to {end_time}") + try: + wind_data = physical_api.balancing_physical_get( + bm_unit=[selected_wind_farm], + _from=start_time.isoformat(), + to=end_time.isoformat(), + dataset=['PN'], # Specifically requesting Physical Notification data + format='dataframe' + ) + + # Display the results + if not wind_data.empty: + print(f"\nPN data for wind farm {selected_wind_farm}:") + print(wind_data.head()) + + # Calculate some basic statistics + print("\nSummary statistics:") + print(f"Mean output: {wind_data['level'].mean():.2f} MW") + print(f"Max output: {wind_data['level'].max():.2f} MW") + print(f"Min output: {wind_data['level'].min():.2f} MW") + else: + print(f"No PN data found for wind farm {selected_wind_farm} in the specified time period.") + except Exception as e: + print(f"Error fetching PN data: {e}") +else: + print("No wind farms found in the provided dataset.") From 84cc84123659082b1515c1eb6ea1fd11c82c1510 Mon Sep 17 00:00:00 2001 From: aryan lamba Date: Fri, 21 Mar 2025 15:36:05 +0530 Subject: [PATCH 2/2] adding right wind data --- examples/wind_farm_pn.py | 262 ++++++++++++++++++++++++--------- wind_farm_pn_levels_sample.png | Bin 0 -> 91629 bytes 2 files changed, 195 insertions(+), 67 deletions(-) create mode 100644 wind_farm_pn_levels_sample.png diff --git a/examples/wind_farm_pn.py b/examples/wind_farm_pn.py index d44cb8d..7ccd605 100644 --- a/examples/wind_farm_pn.py +++ b/examples/wind_farm_pn.py @@ -1,76 +1,204 @@ from datetime import datetime, timedelta import pandas as pd +import matplotlib.pyplot as plt from elexonpy.api_client import ApiClient from elexonpy.api.balancing_mechanism_physical_api import BalancingMechanismPhysicalApi -# Initialize API client -api_client = ApiClient() - -# Initialize the Balancing Mechanism Physical API -physical_api = BalancingMechanismPhysicalApi(api_client) - -# Define dataset and settlement period parameters -dataset = 'PN' # Physical Notification dataset -settlement_date = datetime.now().strftime('%Y-%m-%d') -settlement_period = 1 # Example settlement period (1-50) - -# Fetch market-wide physical data for all BM Units -print(f"Fetching physical data for settlement date {settlement_date} and period {settlement_period}...") -physical_data = physical_api.balancing_physical_all_get( - dataset=dataset, - settlement_date=settlement_date, - settlement_period=settlement_period, - format='dataframe' -) - -# Debug: Print columns in the DataFrame -print("Columns in the returned DataFrame:", physical_data.columns) - -# Filter for wind farms based on available columns -if 'bm_unit' in physical_data.columns: - # Assuming 'bm_unit' contains identifiers for BM Units, filter for wind farms - wind_farms = physical_data[physical_data['bm_unit'].str.contains('WIND', case=False, na=False)] -else: - print("No 'bm_unit' column found. Please check API response structure.") - wind_farms = pd.DataFrame() # Empty DataFrame as fallback - -# Print available wind farms -print(f"Found {len(wind_farms)} wind farms") -print(wind_farms.head()) - -# Select one wind farm (first one in the list for this example) -if not wind_farms.empty: - selected_wind_farm = wind_farms.iloc[0]['bm_unit'] - print(f"\nSelected wind farm: {selected_wind_farm}") - - # Define time range for data retrieval (last 24 hours) - end_time = datetime.now() - start_time = end_time - timedelta(days=1) - - # Fetch PN data specifically for the selected wind farm over the time range - print(f"\nFetching PN data for {selected_wind_farm} from {start_time} to {end_time}") +def fetch_wind_farm_pn_data(): + """Fetch Physical Notification (PN) data for wind farms using the Elexon API.""" + + # Initialize API client + api_client = ApiClient() + + # Initialize the Balancing Mechanism Physical API + physical_api = BalancingMechanismPhysicalApi(api_client) + + # Define dataset and settlement period parameters + dataset = 'PN' # Physical Notification dataset + settlement_date = datetime.now().strftime('%Y-%m-%d') + settlement_period = 1 # Example settlement period (1-50) + + # Fetch market-wide physical data for all BM Units + print(f"Fetching physical data for settlement date {settlement_date} and period {settlement_period}...") try: - wind_data = physical_api.balancing_physical_get( - bm_unit=[selected_wind_farm], - _from=start_time.isoformat(), - to=end_time.isoformat(), - dataset=['PN'], # Specifically requesting Physical Notification data + physical_data = physical_api.balancing_physical_all_get( + dataset=dataset, + settlement_date=settlement_date, + settlement_period=settlement_period, format='dataframe' ) - - # Display the results - if not wind_data.empty: - print(f"\nPN data for wind farm {selected_wind_farm}:") - print(wind_data.head()) - - # Calculate some basic statistics - print("\nSummary statistics:") - print(f"Mean output: {wind_data['level'].mean():.2f} MW") - print(f"Max output: {wind_data['level'].max():.2f} MW") - print(f"Min output: {wind_data['level'].min():.2f} MW") - else: - print(f"No PN data found for wind farm {selected_wind_farm} in the specified time period.") + + # Display information about the returned DataFrame + print("Columns in the returned DataFrame:", physical_data.columns) + print(f"Total BMUs in response: {len(physical_data)}") + print("Sample of BMUs:", physical_data['bm_unit'].head().tolist()) + + # Try to identify wind farms - directly use known wind farm IDs + # These are the BM Unit IDs from your successful plot + wind_farm_bm_units = ["T_DDBRW-1", "E_WLNEY-1", "T_GWFL-1"] + + # Print number of found wind farms + print(f"Using {len(wind_farm_bm_units)} known wind farms: {wind_farm_bm_units}") + except Exception as e: - print(f"Error fetching PN data: {e}") -else: - print("No wind farms found in the provided dataset.") + print(f"Error fetching physical data: {e}") + return False + + # Define time range for data retrieval (last 24 hours instead of 7 days) + # This increases the chance of finding data + end_time = datetime.now() + start_time = end_time - timedelta(hours=24) + + print(f"\nRequesting data from {start_time.isoformat()} to {end_time.isoformat()}") + + # Create a DataFrame to store all data + all_wind_data = pd.DataFrame() + + # Fetch PN data for each wind farm + for bm_unit in wind_farm_bm_units: + print(f"\nFetching PN data for {bm_unit}...") + try: + # Make the API request with detailed error handling + print(f"Making API request for {bm_unit} with parameters:") + print(f" - bm_unit: {bm_unit}") + print(f" - from: {start_time.isoformat()}") + print(f" - to: {end_time.isoformat()}") + print(f" - dataset: PN") + + wind_data = physical_api.balancing_physical_get( + bm_unit=[bm_unit], + _from=start_time.isoformat(), + to=end_time.isoformat(), + dataset=['PN'], + format='dataframe' + ) + + print(f"API request completed for {bm_unit}") + + # Check if data was retrieved successfully + if not wind_data.empty: + # Add a column to identify the BM Unit + wind_data['bm_unit_id'] = bm_unit + + # Append to the combined DataFrame + all_wind_data = pd.concat([all_wind_data, wind_data]) + + # Display basic statistics + print(f"Retrieved {len(wind_data)} data points for {bm_unit}") + print(f"Mean output: {wind_data['level'].mean():.2f} MW") + print(f"Max output: {wind_data['level'].max():.2f} MW") + print(f"Min output: {wind_data['level'].min():.2f} MW") + else: + print(f"No data found for {bm_unit} in the specified time period") + print("Trying with a different time period...") + + # Try with a different time period (7 days ago) + alt_end_time = datetime.now() - timedelta(days=7) + alt_start_time = alt_end_time - timedelta(hours=24) + + print(f"Trying alternative period: {alt_start_time.isoformat()} to {alt_end_time.isoformat()}") + + alt_wind_data = physical_api.balancing_physical_get( + bm_unit=[bm_unit], + _from=alt_start_time.isoformat(), + to=alt_end_time.isoformat(), + dataset=['PN'], + format='dataframe' + ) + + if not alt_wind_data.empty: + # Add a column to identify the BM Unit + alt_wind_data['bm_unit_id'] = bm_unit + + # Append to the combined DataFrame + all_wind_data = pd.concat([all_wind_data, alt_wind_data]) + + # Display basic statistics + print(f"Retrieved {len(alt_wind_data)} data points for {bm_unit} (alternative period)") + print(f"Mean output: {alt_wind_data['level'].mean():.2f} MW") + print(f"Max output: {alt_wind_data['level'].max():.2f} MW") + print(f"Min output: {alt_wind_data['level'].min():.2f} MW") + else: + print(f"No data found for {bm_unit} in the alternative time period either") + except Exception as e: + print(f"Error fetching data for {bm_unit}: {e}") + + # If we have data for at least one wind farm, plot it + if not all_wind_data.empty: + print("\nCreating plot with the retrieved data...") + + # Create a pivot table for plotting + pivot_data = all_wind_data.pivot_table( + index='time_from', + columns='bm_unit_id', + values='level', + aggfunc='mean' + ) + + # Create the plot + plt.figure(figsize=(12, 6)) + for bm_unit in pivot_data.columns: + plt.plot(pivot_data.index, pivot_data[bm_unit], label=bm_unit) + + plt.title('Wind Farm Physical Notification (PN) Levels') + plt.xlabel('Time') + plt.ylabel('PN Level (MW)') + plt.grid(True) + plt.legend() + plt.tight_layout() + + # Save the plot + plt.savefig('wind_farm_pn_levels.png') + + print("\nPlot saved as 'wind_farm_pn_levels.png'") + + # Show the plot + plt.show() + + return True + else: + print("\nNo data was found for any of the specified wind farms") + + # As a last resort, try with hardcoded sample data to demonstrate plotting functionality + print("\nGenerating sample data for demonstration purposes...") + + # Create sample data + dates = pd.date_range(start=datetime.now() - timedelta(days=1), periods=24, freq='H') + sample_data = pd.DataFrame({ + 'time_from': dates.repeat(3), + 'bm_unit_id': ['T_DDBRW-1', 'E_WLNEY-1', 'T_GWFL-1'] * 24, + 'level': [100 + i % 50 for i in range(24)] * 3 # Sample values + }) + + # Create a pivot table for plotting + pivot_data = sample_data.pivot_table( + index='time_from', + columns='bm_unit_id', + values='level', + aggfunc='mean' + ) + + # Create the plot + plt.figure(figsize=(12, 6)) + for bm_unit in pivot_data.columns: + plt.plot(pivot_data.index, pivot_data[bm_unit], label=bm_unit) + + plt.title('Wind Farm Physical Notification (PN) Levels (SAMPLE DATA)') + plt.xlabel('Time') + plt.ylabel('PN Level (MW)') + plt.grid(True) + plt.legend() + plt.tight_layout() + + # Save the plot + plt.savefig('wind_farm_pn_levels_sample.png') + + print("\nSample plot saved as 'wind_farm_pn_levels_sample.png'") + + # Show the plot + plt.show() + + return False + +if __name__ == "__main__": + fetch_wind_farm_pn_data() diff --git a/wind_farm_pn_levels_sample.png b/wind_farm_pn_levels_sample.png new file mode 100644 index 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