update draw code
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								draw.py
									
									
									
									
									
								
							| @@ -35,7 +35,6 @@ def draw_results(results, filename, title_benefit, annot_benefit=False, figure_s | |||||||
|     new_Data = pd.DataFrame(index=[df.index[-1] + 1], columns=df.columns) |     new_Data = pd.DataFrame(index=[df.index[-1] + 1], columns=df.columns) | ||||||
|     for i in df.columns: |     for i in df.columns: | ||||||
|         new_Data[i] = df[i].iloc[-1] |         new_Data[i] = df[i].iloc[-1] | ||||||
|     # print(new_Data) |  | ||||||
|     df = pd.concat([df, new_Data]) |     df = pd.concat([df, new_Data]) | ||||||
|  |  | ||||||
|     X, Y = np.meshgrid(np.arange(df.shape[1]), np.arange(df.shape[0])) |     X, Y = np.meshgrid(np.arange(df.shape[1]), np.arange(df.shape[0])) | ||||||
| @@ -68,7 +67,6 @@ def draw_cost(costs, filename, title_cost, annot_cost=False, figure_size=(10, 10 | |||||||
|     new_Data = pd.DataFrame(index=[df.index[-1] + 1], columns=df.columns) |     new_Data = pd.DataFrame(index=[df.index[-1] + 1], columns=df.columns) | ||||||
|     for i in df.columns: |     for i in df.columns: | ||||||
|         new_Data[i] = df[i].iloc[-1] |         new_Data[i] = df[i].iloc[-1] | ||||||
|     # print(new_Data) |  | ||||||
|     df = pd.concat([df, new_Data]) |     df = pd.concat([df, new_Data]) | ||||||
|     X, Y = np.meshgrid(np.arange(df.shape[1]), np.arange(df.shape[0])) |     X, Y = np.meshgrid(np.arange(df.shape[1]), np.arange(df.shape[0])) | ||||||
|  |  | ||||||
| @@ -96,13 +94,8 @@ def draw_overload(overload_cnt, filename, title_unmet, annot_unmet=False, figure | |||||||
|     df.index = df.index.map(int) |     df.index = df.index.map(int) | ||||||
|     df.columns = df.columns / 1000 |     df.columns = df.columns / 1000 | ||||||
|     df.columns = df.columns.map(int) |     df.columns = df.columns.map(int) | ||||||
|     print('unmet index') |  | ||||||
|     print(df.index) |  | ||||||
|     print('unmet columns') |  | ||||||
|     print(df.columns) |  | ||||||
|     min_value = df.min().min() |     min_value = df.min().min() | ||||||
|     max_value = df.max().max() |     max_value = df.max().max() | ||||||
|     # max_scale = max(abs(min_value/1000), abs(max_value/1000)) |  | ||||||
|  |  | ||||||
|  |  | ||||||
|     df[df.columns[-1] + 1] = df.iloc[:, -1]  |     df[df.columns[-1] + 1] = df.iloc[:, -1]  | ||||||
| @@ -136,6 +129,41 @@ def draw_overload(overload_cnt, filename, title_unmet, annot_unmet=False, figure | |||||||
|     plt.ylabel('PV Capacity (MW)') |     plt.ylabel('PV Capacity (MW)') | ||||||
|     plt.savefig(filename) |     plt.savefig(filename) | ||||||
|  |  | ||||||
|  | with open('config.json', 'r') as f: | ||||||
|  |     js_data = json.load(f) | ||||||
|  |  | ||||||
|  | data = pd.read_csv('combined_data.csv') | ||||||
|  | time_interval = js_data["time_interval"]["numerator"] / js_data["time_interval"]["denominator"] | ||||||
|  |  | ||||||
|  | pv_loss = js_data["pv"]["loss"] | ||||||
|  | pv_cost_per_kW = js_data["pv"]["cost_per_kW"] | ||||||
|  | pv_lifetime = js_data["pv"]["lifetime"] | ||||||
|  |  | ||||||
|  | ess_loss = js_data["ess"]["loss"] | ||||||
|  | ess_cost_per_kW = js_data["ess"]["cost_per_kW"] | ||||||
|  | ess_lifetime = js_data["ess"]["lifetime"] | ||||||
|  |  | ||||||
|  | grid_loss = js_data["grid"]["loss"] | ||||||
|  | sell_price = js_data["grid"]["sell_price"] | ||||||
|  | grid_capacity = js_data["grid"]["capacity"] | ||||||
|  |  | ||||||
|  | pv_begin = js_data["pv_capacities"]["begin"] | ||||||
|  | pv_end = js_data["pv_capacities"]["end"] | ||||||
|  | pv_groups = js_data["pv_capacities"]["groups"] | ||||||
|  |  | ||||||
|  | ess_begin = js_data["ess_capacities"]["begin"] | ||||||
|  | ess_end = js_data["ess_capacities"]["end"] | ||||||
|  | ess_groups = js_data["ess_capacities"]["groups"] | ||||||
|  |  | ||||||
|  | annot_unmet = js_data["annotated"]["unmet_prob"] | ||||||
|  | annot_benefit = js_data["annotated"]["benefit"] | ||||||
|  | annot_cost = js_data["annotated"]["cost"] | ||||||
|  |  | ||||||
|  | title_unmet = js_data["plot_title"]["unmet_prob"] | ||||||
|  | title_cost = js_data["plot_title"]["cost"] | ||||||
|  | title_benefit = js_data["plot_title"]["benefit"] | ||||||
|  |  | ||||||
|  | figure_size = (js_data["figure_size"]["length"], js_data["figure_size"]["height"]) | ||||||
|  |  | ||||||
| directory = 'data/' | directory = 'data/' | ||||||
|  |  | ||||||
| @@ -149,9 +177,9 @@ for f in split_files: | |||||||
| costs_files = [f for f in split_files if f[-1].endswith('costs.json')] | costs_files = [f for f in split_files if f[-1].endswith('costs.json')] | ||||||
| print(f'find costs files: {costs_files}') | print(f'find costs files: {costs_files}') | ||||||
| overload_files = [f for f in split_files if f[-1].endswith('overload_cnt.json')] | overload_files = [f for f in split_files if f[-1].endswith('overload_cnt.json')] | ||||||
| print(f'find overload files: {overload_files}') | print(f'find coverage/unmet files: {overload_files}') | ||||||
| results_files = [f for f in split_files if f[-1].endswith('results.json')] | results_files = [f for f in split_files if f[-1].endswith('results.json')] | ||||||
| print(f'find results files: {results_files}') | print(f'find profit/benefit files: {results_files}') | ||||||
|  |  | ||||||
| costs_dfs = [read_data(directory + '-'.join(f)) for f in costs_files] | costs_dfs = [read_data(directory + '-'.join(f)) for f in costs_files] | ||||||
| overload_dfs = [read_data(directory + '-'.join(f)) for f in overload_files] | overload_dfs = [read_data(directory + '-'.join(f)) for f in overload_files] | ||||||
| @@ -160,17 +188,19 @@ results_dfs = [read_data(directory + '-'.join(f)) for f in results_files] | |||||||
| for costs_df, overload_df, results_df in zip(costs_dfs, overload_dfs, results_dfs): | for costs_df, overload_df, results_df in zip(costs_dfs, overload_dfs, results_dfs): | ||||||
|  |  | ||||||
|     draw_cost(costs_df,  |     draw_cost(costs_df,  | ||||||
|               f'plots/costs-{int(costs_df.columns[-1])}-pv-{int(costs_df.index[-1])}.png',  |               f'plots/costs-ess-{int(costs_df.columns[0])}-{int(costs_df.columns[-1])}-pv-{int(costs_df.index[0])}-{int(costs_df.index[-1])}.png',  | ||||||
|               f'Costs for ESS-{int(costs_df.columns[-1])}-pv-{int(costs_df.index[-1])}MWh', annot_cost=False) |               title_cost=title_cost,  | ||||||
|  |               annot_cost=annot_cost) | ||||||
|  |  | ||||||
|     draw_overload(overload_df,  |     draw_overload(overload_df,  | ||||||
|                   f'plots/overload-ess-{overload_df.columns[-1]}-pv-{overload_df.index[-1]}.png',  |                   f'plots/overload-ess-{overload_df.columns[0]}-{overload_df.columns[-1]}-pv-{overload_df.index[0]}-{overload_df.index[-1]}.png',  | ||||||
|                   f'Overload for ess-{overload_df.columns[-1]}MW pv-{overload_df.index[-1]}MWh',  |                   title_unmet=title_unmet,  | ||||||
|                   annot_unmet=False) |                   annot_unmet=False) | ||||||
|  |  | ||||||
|     draw_results(results_df,  |     draw_results(results_df,  | ||||||
|                  f'plots/results-{results_df.columns[-1]}-pv-{results_df.index[-1]}.png',  |                  f'plots/results-ess-{results_df.columns[0]}-{results_df.columns[-1]}-pv-{results_df.index[0]}-{results_df.index[-1]}.png',  | ||||||
|                  f'Results for ess-{results_df.columns[-1]}MW pv-{results_df.index[-1]}MWh', annot_benefit=False) |                  title_benefit=title_benefit, | ||||||
|  |                  annot_benefit=False) | ||||||
|  |  | ||||||
|  |  | ||||||
|  |  | ||||||
|   | |||||||
							
								
								
									
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								main.py
									
									
									
									
									
								
							
							
						
						
									
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								main.py
									
									
									
									
									
								
							| @@ -111,7 +111,7 @@ def cal_profit(es: EnergySystem, saved_money): | |||||||
| for ess_capacity in ess_capacities: | for ess_capacity in ess_capacities: | ||||||
|     print(f"ess_capacity:{ess_capacity}") |     print(f"ess_capacity:{ess_capacity}") | ||||||
|     for pv_capacity in pv_capacities: |     for pv_capacity in pv_capacities: | ||||||
|         print(f"pv_capacity:{ess_capacity}") |         print(f"pv_capacity:{pv_capacity}") | ||||||
|         pv = pv_config(capacity=pv_capacity,  |         pv = pv_config(capacity=pv_capacity,  | ||||||
|                         cost_per_kW=pv_cost_per_kW, |                         cost_per_kW=pv_cost_per_kW, | ||||||
|                         lifetime=pv_lifetime,  |                         lifetime=pv_lifetime,  | ||||||
|   | |||||||
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