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-[0],inv_snl_ac_voltage,inv_snl_pso,inv_snl_paco,inv_snl_pdco,inv_snl_vdco,inv_snl_c0,inv_snl_c1,inv_snl_c2,inv_snl_c3,inv_snl_pnt,inv_snl_vdcmax,inv_snl_idcmax,inv_snl_mppt_low,inv_snl_mppt_hi,inv_cec_date,inv_cec_hybrid -Sungrow SH20T, 400, 2.5, 20000, 21000.0, 600, 0.0011, 0.0105, 0.0023, 0.00055, 2.5, 1100, 40.0, 200, 1000, 01/01/2025, Y -Sungrow SH25T, 400, 2.5, 25000, 26000.0, 600, 0.0012, 0.011, 0.0025, 0.0006, 2.5, 1100, 45.0, 200, 1000, 01/01/2025, Y -Sungrow SH15T, 400, 2.5, 15000, 15700.0, 600, 0.001, 0.01, 0.002, 0.0005, 2.5, 1100, 30.0, 200, 1000, 01/01/2025, Y \ No newline at end of file +Name,Vac,Pso,Paco,Pdco,Vdco,C0,C1,C2,C3,Pnt,Vdcmax,Idcmax,Mppt_low,Mppt_high,CEC_Date,CEC_hybrid,CEC_Type +Units,V,W,W,W,V,1/W,1/V,1/V,1/V,W,V,A,V,V,,, +[0],inv_snl_ac_voltage,inv_snl_pso,inv_snl_paco,inv_snl_pdco,inv_snl_vdco,inv_snl_c0,inv_snl_c1,inv_snl_c2,inv_snl_c3,inv_snl_pnt,inv_snl_vdcmax,inv_snl_idcmax,inv_snl_mppt_low,inv_snl_mppt_hi,inv_cec_date,inv_cec_hybrid,inv_cec_type +Sungrow: SH25T,400,250,27500,26000,600,-0.0012,-0.011,-0.0025,-0.0006,25,1100,80,200,950,01/01/2025,Y,Hybrid +Sungrow: SH20T,400,200,22000,21000,600,-0.0011,-0.0105,-0.0023,-0.00055,25,1100,80,200,950,01/01/2025,Y,Hybrid +Sungrow: SH15T,400,150,16500,15700,600,-0.001,-0.01,-0.002,-0.0005,25,1100,80,200,950,01/01/2025,Y,Hybrid diff --git a/src/emhass/data/emhass_modules.csv b/src/emhass/data/emhass_modules.csv index 20944c33..9988dcea 100644 --- a/src/emhass/data/emhass_modules.csv +++ b/src/emhass/data/emhass_modules.csv @@ -1,3 +1,5 @@ Name,Manufacturer,Technology,Bifacial,STC,PTC,A_c,Length,Width,N_s,I_sc_ref,V_oc_ref,I_mp_ref,V_mp_ref,alpha_sc,beta_oc,T_NOCT,a_ref,I_L_ref,I_o_ref,R_s,R_sh_ref,Adjust,gamma_pmp,BIPV,Version,Date Units,,,,,,m2,m,m,,A,V,A,V,A/K,V/K,C,V,A,A,Ohm,Ohm,%,%/K,,, -[0],lib_manufacturer,cec_material,lib_is_bifacial,,,cec_area,lib_length,lib_width,cec_n_s,cec_i_sc_ref,cec_v_oc_ref,cec_i_mp_ref,cec_v_mp_ref,cec_alpha_sc,cec_beta_oc,cec_t_noct,cec_a_ref,cec_i_l_ref,cec_i_o_ref,cec_r_s,cec_r_sh_ref,cec_adjust,cec_gamma_pmp,,, \ No newline at end of file +[0],lib_manufacturer,cec_material,lib_is_bifacial,,,cec_area,lib_length,lib_width,cec_n_s,cec_i_sc_ref,cec_v_oc_ref,cec_i_mp_ref,cec_v_mp_ref,cec_alpha_sc,cec_beta_oc,cec_t_noct,cec_a_ref,cec_i_l_ref,cec_i_o_ref,cec_r_s,cec_r_sh_ref,cec_adjust,cec_gamma_pmp,,, +Jinko Solar JKM475N-60HL4-V,Jinko Solar,Mono-c-Si,0,475.0,432.0,2.16,1.903,1.134,120,14.23,42.54,13.49,35.21,0.046,-0.25,45.0,1.2,14.23,1e-10,0.5,1500.0,1,-0.003,N,2021.08.01,01/03/2021 +Hanwha Q CELLS Q.PEAK L-G5 300W,Hanwha Q CELLS,Mono-c-Si,N,300.0,273.0,1.67,1.67,1.0,72,9.57,39.58,9.01,33.29,0.0006,-0.33,45.0,1.2,9.58,1e-10,0.5,1500,1,-0.38,N,2019-08,01/03/2019 From b7046edc5fb53dbce712ecbf81ab5a429c67b6f7 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Wed, 8 Jan 2025 10:09:23 +0000 Subject: [PATCH 02/36] emhass csv slightly tweak values --- src/emhass/data/emhass_inverters.csv | 6 +++--- src/emhass/data/emhass_modules.csv | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/src/emhass/data/emhass_inverters.csv b/src/emhass/data/emhass_inverters.csv index 9b5248c9..86af5691 100644 --- a/src/emhass/data/emhass_inverters.csv +++ b/src/emhass/data/emhass_inverters.csv @@ -1,6 +1,6 @@ Name,Vac,Pso,Paco,Pdco,Vdco,C0,C1,C2,C3,Pnt,Vdcmax,Idcmax,Mppt_low,Mppt_high,CEC_Date,CEC_hybrid,CEC_Type Units,V,W,W,W,V,1/W,1/V,1/V,1/V,W,V,A,V,V,,, [0],inv_snl_ac_voltage,inv_snl_pso,inv_snl_paco,inv_snl_pdco,inv_snl_vdco,inv_snl_c0,inv_snl_c1,inv_snl_c2,inv_snl_c3,inv_snl_pnt,inv_snl_vdcmax,inv_snl_idcmax,inv_snl_mppt_low,inv_snl_mppt_hi,inv_cec_date,inv_cec_hybrid,inv_cec_type -Sungrow: SH25T,400,250,27500,26000,600,-0.0012,-0.011,-0.0025,-0.0006,25,1100,80,200,950,01/01/2025,Y,Hybrid -Sungrow: SH20T,400,200,22000,21000,600,-0.0011,-0.0105,-0.0023,-0.00055,25,1100,80,200,950,01/01/2025,Y,Hybrid -Sungrow: SH15T,400,150,16500,15700,600,-0.001,-0.01,-0.002,-0.0005,25,1100,80,200,950,01/01/2025,Y,Hybrid +Sungrow: SH25T,400,250,27500,26000,600,-0.00012,-0.0011,-0.00025,-0.00006,25,1100,80,200,950,01/01/2025,Y,Hybrid +Sungrow: SH20T,400,200,22000,21000,600,-0.00011,-0.00105,-0.00023,-0.000055,25,1100,80,200,950,01/01/2025,Y,Hybrid +Sungrow: SH15T,400,150,16500,15700,600,-0.0001,-0.001,-0.0002,-0.00005,25,1100,80,200,950,01/01/2025,Y,Hybrid \ No newline at end of file diff --git a/src/emhass/data/emhass_modules.csv b/src/emhass/data/emhass_modules.csv index 9988dcea..4b6c52f0 100644 --- a/src/emhass/data/emhass_modules.csv +++ b/src/emhass/data/emhass_modules.csv @@ -1,5 +1,5 @@ Name,Manufacturer,Technology,Bifacial,STC,PTC,A_c,Length,Width,N_s,I_sc_ref,V_oc_ref,I_mp_ref,V_mp_ref,alpha_sc,beta_oc,T_NOCT,a_ref,I_L_ref,I_o_ref,R_s,R_sh_ref,Adjust,gamma_pmp,BIPV,Version,Date Units,,,,,,m2,m,m,,A,V,A,V,A/K,V/K,C,V,A,A,Ohm,Ohm,%,%/K,,, [0],lib_manufacturer,cec_material,lib_is_bifacial,,,cec_area,lib_length,lib_width,cec_n_s,cec_i_sc_ref,cec_v_oc_ref,cec_i_mp_ref,cec_v_mp_ref,cec_alpha_sc,cec_beta_oc,cec_t_noct,cec_a_ref,cec_i_l_ref,cec_i_o_ref,cec_r_s,cec_r_sh_ref,cec_adjust,cec_gamma_pmp,,, -Jinko Solar JKM475N-60HL4-V,Jinko Solar,Mono-c-Si,0,475.0,432.0,2.16,1.903,1.134,120,14.23,42.54,13.49,35.21,0.046,-0.25,45.0,1.2,14.23,1e-10,0.5,1500.0,1,-0.003,N,2021.08.01,01/03/2021 +Jinko Solar JKM475N-60HL4-V,Jinko Solar,Mono-c-Si,0,475.0,432.0,2.16,1.903,1.134,120,14.23,42.54,13.49,35.21,0.046,-0.17,45.0,1.3,14.23,2e-7,0.2,300.0,1,-0.003,N,2021.08.01,01/03/2021 Hanwha Q CELLS Q.PEAK L-G5 300W,Hanwha Q CELLS,Mono-c-Si,N,300.0,273.0,1.67,1.67,1.0,72,9.57,39.58,9.01,33.29,0.0006,-0.33,45.0,1.2,9.58,1e-10,0.5,1500,1,-0.38,N,2019-08,01/03/2019 From b35ca776742234b349157557078e0190d3e13c80 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 11 Jan 2025 23:17:25 +1030 Subject: [PATCH 03/36] set inverters semi final value --- src/emhass/data/emhass_inverters.csv | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/emhass/data/emhass_inverters.csv b/src/emhass/data/emhass_inverters.csv index 86af5691..13a24bd1 100644 --- a/src/emhass/data/emhass_inverters.csv +++ b/src/emhass/data/emhass_inverters.csv @@ -1,6 +1,6 @@ Name,Vac,Pso,Paco,Pdco,Vdco,C0,C1,C2,C3,Pnt,Vdcmax,Idcmax,Mppt_low,Mppt_high,CEC_Date,CEC_hybrid,CEC_Type Units,V,W,W,W,V,1/W,1/V,1/V,1/V,W,V,A,V,V,,, [0],inv_snl_ac_voltage,inv_snl_pso,inv_snl_paco,inv_snl_pdco,inv_snl_vdco,inv_snl_c0,inv_snl_c1,inv_snl_c2,inv_snl_c3,inv_snl_pnt,inv_snl_vdcmax,inv_snl_idcmax,inv_snl_mppt_low,inv_snl_mppt_hi,inv_cec_date,inv_cec_hybrid,inv_cec_type -Sungrow: SH25T,400,250,27500,26000,600,-0.00012,-0.0011,-0.00025,-0.00006,25,1100,80,200,950,01/01/2025,Y,Hybrid -Sungrow: SH20T,400,200,22000,21000,600,-0.00011,-0.00105,-0.00023,-0.000055,25,1100,80,200,950,01/01/2025,Y,Hybrid -Sungrow: SH15T,400,150,16500,15700,600,-0.0001,-0.001,-0.0002,-0.00005,25,1100,80,200,950,01/01/2025,Y,Hybrid \ No newline at end of file +Sungrow: SH25T,400,250,27500,26000,600,-0.0000828,-0.000759,-0.0001722,-0.0000414,25,1100,80,200,950,01/01/2025,Y,Hybrid +Sungrow: SH20T,400,200,22000,21000,600,-0.00007584,-0.0007245,-0.0001587,-0.00003834,25,1100,80,200,950,01/01/2025,Y,Hybrid +Sungrow: SH15T,400,150,16500,15700,600,-0.000069,-0.00069,-0.000138,-0.0000345,25,1100,80,200,950,01/01/2025,Y,Hybrid From e7b183a41b8455acbef907daa654327417fd78e7 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 11 Jan 2025 14:30:56 +0000 Subject: [PATCH 04/36] add var_interp and var_replace_zero error redundancy --- src/emhass/forecast.py | 54 ++++++++++++++++++++++++------------- src/emhass/retrieve_hass.py | 18 ++++++++++++- 2 files changed, 53 insertions(+), 19 deletions(-) diff --git a/src/emhass/forecast.py b/src/emhass/forecast.py index 361997f3..4f33a75b 100644 --- a/src/emhass/forecast.py +++ b/src/emhass/forecast.py @@ -906,33 +906,35 @@ def resample_data(data, freq, current_freq): # Upsampling # Use 'asfreq' to create empty slots, then interpolate resampled_data = data.resample(freq).asfreq() - resampled_data = resampled_data.interpolate(method='time') + resampled_data = resampled_data.interpolate(method="time") else: # No resampling needed resampled_data = data.copy() return resampled_data - + @staticmethod def get_typical_load_forecast(data, forecast_date): r""" Forecast the load profile for the next day based on historic data. - :param data: A DataFrame with a DateTimeIndex containing the historic load data. + :param data: A DataFrame with a DateTimeIndex containing the historic load data. Must include a 'load' column. :type data: pd.DataFrame :param forecast_date: The date for which the forecast will be generated. :type forecast_date: pd.Timestamp - :return: A Series with the forecasted load profile for the next day and a list of days used + :return: A Series with the forecasted load profile for the next day and a list of days used to calculate the forecast. :rtype: tuple (pd.Series, list) """ # Ensure the 'load' column exists - if 'load' not in data.columns: + if "load" not in data.columns: raise ValueError("Data must have a 'load' column.") # Filter historic data for the same month and day of the week month = forecast_date.month day_of_week = forecast_date.dayofweek - historic_data = data[(data.index.month == month) & (data.index.dayofweek == day_of_week)] + historic_data = data[ + (data.index.month == month) & (data.index.dayofweek == day_of_week) + ] used_days = np.unique(historic_data.index.date) # Align all historic data to the forecast day aligned_data = [] @@ -940,7 +942,11 @@ def get_typical_load_forecast(data, forecast_date): daily_data = data[data.index.date == pd.Timestamp(day).date()] aligned_daily_data = daily_data.copy() aligned_daily_data.index = aligned_daily_data.index.map( - lambda x: x.replace(year=forecast_date.year, month=forecast_date.month, day=forecast_date.day) + lambda x: x.replace( + year=forecast_date.year, + month=forecast_date.month, + day=forecast_date.day, + ) ) aligned_data.append(aligned_daily_data) # Combine all aligned historic data into a single DataFrame @@ -948,7 +954,7 @@ def get_typical_load_forecast(data, forecast_date): # Compute the mean load for each timestamp forecast = combined_data.groupby(combined_data.index).mean() return forecast, used_days - + def get_load_forecast( self, days_min_load_forecast: Optional[int] = 3, @@ -1041,14 +1047,18 @@ def get_load_forecast( ): return False df = rh.df_final.copy()[[self.var_load_new]] - if method == "typical": # using typical statistical data from a household power consumption + if ( + method == "typical" + ): # using typical statistical data from a household power consumption # Loading data from history file model_type = "load_clustering" - data_path = self.emhass_conf["data_path"] / str("data_train_" + model_type + ".pkl") + data_path = self.emhass_conf["data_path"] / str( + "data_train_" + model_type + ".pkl" + ) with open(data_path, "rb") as fid: data, _ = pickle.load(fid) # Resample the data if needed - current_freq = pd.Timedelta('30min') + current_freq = pd.Timedelta("30min") if self.freq != current_freq: data = Forecast.resample_data(data, self.freq, current_freq) # Generate forecast @@ -1057,20 +1067,28 @@ def get_load_forecast( forecast = pd.DataFrame() for date in dates_list: forecast_date = pd.Timestamp(date) - data.columns = ['load'] - forecast_tmp, used_days = Forecast.get_typical_load_forecast(data, forecast_date) - self.logger.debug(f"Using {len(used_days)} days of data to generate the forecast.") + data.columns = ["load"] + forecast_tmp, used_days = Forecast.get_typical_load_forecast( + data, forecast_date + ) + self.logger.debug( + f"Using {len(used_days)} days of data to generate the forecast." + ) # Normalize the forecast - forecast_tmp = forecast_tmp*self.plant_conf['maximum_power_from_grid']/9000 + forecast_tmp = ( + forecast_tmp * self.plant_conf["maximum_power_from_grid"] / 9000 + ) data_list.extend(forecast_tmp.values.ravel().tolist()) if len(forecast) == 0: forecast = forecast_tmp else: forecast = pd.concat([forecast, forecast_tmp], axis=0) forecast.index = forecast.index.tz_convert(self.time_zone) - forecast_out = forecast.loc[forecast.index.intersection(self.forecast_dates)] - forecast_out.index.name = 'ts' - forecast_out = forecast_out.rename(columns={'load': 'yhat'}) + forecast_out = forecast.loc[ + forecast.index.intersection(self.forecast_dates) + ] + forecast_out.index.name = "ts" + forecast_out = forecast_out.rename(columns={"load": "yhat"}) elif method == "naive": # using a naive approach mask_forecast_out = ( df.index > days_list[-1] - self.optim_conf["delta_forecast_daily"] diff --git a/src/emhass/retrieve_hass.py b/src/emhass/retrieve_hass.py index 361b7221..82430eb7 100644 --- a/src/emhass/retrieve_hass.py +++ b/src/emhass/retrieve_hass.py @@ -80,6 +80,7 @@ def __init__( self.emhass_conf = emhass_conf self.logger = logger self.get_data_from_file = get_data_from_file + self.var_list = [] def get_ha_config(self): """ @@ -286,6 +287,7 @@ def get_data( + str(self.freq) ) return False + self.var_list = var_list return True def prepare_data( @@ -336,7 +338,21 @@ def prepare_data( "sensor.power_photovoltaics and sensor.power_load_no_var_loads should not be the same" ) return False - if set_zero_min: # Apply minimum values + # Confirm var_replace_zero & var_interp contain only sensors contained in var_list + if isinstance(var_replace_zero, list) and all( + item in var_replace_zero for item in self.var_list + ): + var_replace_zero = var_replace_zero + else: + var_replace_zero = None + if isinstance(var_interp, list) and all( + item in var_interp for item in self.var_list + ): + var_interp = var_interp + else: + var_interp = None + # Apply minimum values + if set_zero_min: self.df_final.clip(lower=0.0, inplace=True, axis=1) self.df_final.replace(to_replace=0.0, value=np.nan, inplace=True) new_var_replace_zero = [] From f51569865b7ddfb1c335a02e9114238128dbd393 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 11 Jan 2025 14:38:15 +0000 Subject: [PATCH 05/36] add var_interp and var_replace_zero error redundancy logger --- src/emhass/retrieve_hass.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/src/emhass/retrieve_hass.py b/src/emhass/retrieve_hass.py index 82430eb7..e2d9017a 100644 --- a/src/emhass/retrieve_hass.py +++ b/src/emhass/retrieve_hass.py @@ -363,6 +363,12 @@ def prepare_data( new_string = string.replace(var_load, var_load + "_positive") new_var_replace_zero.append(new_string) else: + self.logger.warning( + "Unable to find all the sensors in sensor_replace_zero parameter" + ) + self.logger.warning( + "Confirm sure all sensors in sensor_replace_zero are sensor_power_photovoltaics and/or ensor_power_load_no_var_loads " + ) new_var_replace_zero = None if var_interp is not None: for string in var_interp: @@ -370,6 +376,12 @@ def prepare_data( new_var_interp.append(new_string) else: new_var_interp = None + self.logger.warning( + "Unable to find all the sensors in sensor_linear_interp parameter" + ) + self.logger.warning( + "Confirm all sensors in sensor_linear_interp are sensor_power_photovoltaics and/or ensor_power_load_no_var_loads " + ) # Treating NaN replacement: either by zeros or by linear interpolation if new_var_replace_zero is not None: self.df_final[new_var_replace_zero] = self.df_final[ From 957ad2049c2caeecae9bffd33ae83d653d0c6061 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Wed, 15 Jan 2025 04:03:29 +0000 Subject: [PATCH 06/36] emhass pvlib add RSM40-8-390M and SH10RT --- src/emhass/data/emhass_inverters.csv | 13 +++++++------ src/emhass/data/emhass_modules.csv | 11 ++++++----- 2 files changed, 13 insertions(+), 11 deletions(-) diff --git a/src/emhass/data/emhass_inverters.csv b/src/emhass/data/emhass_inverters.csv index 13a24bd1..91331c13 100644 --- a/src/emhass/data/emhass_inverters.csv +++ b/src/emhass/data/emhass_inverters.csv @@ -1,6 +1,7 @@ -Name,Vac,Pso,Paco,Pdco,Vdco,C0,C1,C2,C3,Pnt,Vdcmax,Idcmax,Mppt_low,Mppt_high,CEC_Date,CEC_hybrid,CEC_Type -Units,V,W,W,W,V,1/W,1/V,1/V,1/V,W,V,A,V,V,,, -[0],inv_snl_ac_voltage,inv_snl_pso,inv_snl_paco,inv_snl_pdco,inv_snl_vdco,inv_snl_c0,inv_snl_c1,inv_snl_c2,inv_snl_c3,inv_snl_pnt,inv_snl_vdcmax,inv_snl_idcmax,inv_snl_mppt_low,inv_snl_mppt_hi,inv_cec_date,inv_cec_hybrid,inv_cec_type -Sungrow: SH25T,400,250,27500,26000,600,-0.0000828,-0.000759,-0.0001722,-0.0000414,25,1100,80,200,950,01/01/2025,Y,Hybrid -Sungrow: SH20T,400,200,22000,21000,600,-0.00007584,-0.0007245,-0.0001587,-0.00003834,25,1100,80,200,950,01/01/2025,Y,Hybrid -Sungrow: SH15T,400,150,16500,15700,600,-0.000069,-0.00069,-0.000138,-0.0000345,25,1100,80,200,950,01/01/2025,Y,Hybrid +Name ,Vac ,Pso ,Paco ,Pdco ,Vdco ,C0 ,C1 ,C2 ,C3 ,Pnt ,Vdcmax ,Idcmax ,Mppt_low ,Mppt_high ,CEC_Date ,CEC_hybrid ,CEC_Type +Units ,V ,W ,W ,W ,V ,1/W ,1/V ,1/V ,1/V ,W ,V ,A ,V ,V , , , +[0] ,inv_snl_ac_voltage ,inv_snl_pso ,inv_snl_paco ,inv_snl_pdco ,inv_snl_vdco ,inv_snl_c0 ,inv_snl_c1 ,inv_snl_c2 ,inv_snl_c3 ,inv_snl_pnt ,inv_snl_vdcmax ,inv_snl_idcmax ,inv_snl_mppt_low ,inv_snl_mppt_hi ,inv_cec_date ,inv_cec_hybrid ,inv_cec_type +Sungrow: SH25T ,400 ,250 ,27500 ,26000 ,600 ,-0.0000828 ,-0.000759 ,-0.0001722 ,-0.0000414 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid +Sungrow: SH20T ,400 ,200 ,22000 ,21000 ,600 ,-0.00007584 ,-0.0007245 ,-0.0001587 ,-0.00003834 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid +Sungrow: SH15T ,400 ,150 ,16500 ,15700 ,600 ,-0.000069 ,-0.00069 ,-0.000138 ,-0.0000345 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid +Sungrow: SH10RT ,400 ,100 ,11000 ,10467 ,600 ,-0.00005892 ,-0.0006555 ,-0.0001173 ,-0.00002934 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid \ No newline at end of file diff --git a/src/emhass/data/emhass_modules.csv b/src/emhass/data/emhass_modules.csv index 4b6c52f0..9a9351a2 100644 --- a/src/emhass/data/emhass_modules.csv +++ b/src/emhass/data/emhass_modules.csv @@ -1,5 +1,6 @@ -Name,Manufacturer,Technology,Bifacial,STC,PTC,A_c,Length,Width,N_s,I_sc_ref,V_oc_ref,I_mp_ref,V_mp_ref,alpha_sc,beta_oc,T_NOCT,a_ref,I_L_ref,I_o_ref,R_s,R_sh_ref,Adjust,gamma_pmp,BIPV,Version,Date -Units,,,,,,m2,m,m,,A,V,A,V,A/K,V/K,C,V,A,A,Ohm,Ohm,%,%/K,,, -[0],lib_manufacturer,cec_material,lib_is_bifacial,,,cec_area,lib_length,lib_width,cec_n_s,cec_i_sc_ref,cec_v_oc_ref,cec_i_mp_ref,cec_v_mp_ref,cec_alpha_sc,cec_beta_oc,cec_t_noct,cec_a_ref,cec_i_l_ref,cec_i_o_ref,cec_r_s,cec_r_sh_ref,cec_adjust,cec_gamma_pmp,,, -Jinko Solar JKM475N-60HL4-V,Jinko Solar,Mono-c-Si,0,475.0,432.0,2.16,1.903,1.134,120,14.23,42.54,13.49,35.21,0.046,-0.17,45.0,1.3,14.23,2e-7,0.2,300.0,1,-0.003,N,2021.08.01,01/03/2021 -Hanwha Q CELLS Q.PEAK L-G5 300W,Hanwha Q CELLS,Mono-c-Si,N,300.0,273.0,1.67,1.67,1.0,72,9.57,39.58,9.01,33.29,0.0006,-0.33,45.0,1.2,9.58,1e-10,0.5,1500,1,-0.38,N,2019-08,01/03/2019 +Name ,Manufacturer ,Technology ,Bifacial ,STC ,PTC ,A_c ,Length ,Width ,N_s ,I_sc_ref ,V_oc_ref ,I_mp_ref ,V_mp_ref ,alpha_sc ,beta_oc ,T_NOCT ,a_ref ,I_L_ref ,I_o_ref ,R_s ,R_sh_ref ,Adjust ,gamma_pmp ,BIPV ,Version ,Date +Units , , , , , ,m2 ,m ,m , ,A ,V ,A ,V ,A/K ,V/K ,C ,V ,A ,A ,Ohm ,Ohm ,% ,%/K , , , +[0] ,lib_manufacturer ,cec_material ,lib_is_bifacial , , ,cec_area ,lib_length ,lib_width ,cec_n_s ,cec_i_sc_ref ,cec_v_oc_ref ,cec_i_mp_ref ,cec_v_mp_ref ,cec_alpha_sc ,cec_beta_oc ,cec_t_noct ,cec_a_ref ,cec_i_l_ref ,cec_i_o_ref ,cec_r_s ,cec_r_sh_ref ,cec_adjust ,cec_gamma_pmp , , , +Jinko Solar JKM475N-60HL4-V ,Jinko Solar ,Mono-c-Si ,0 ,475.0 ,432.0 ,2.16 ,1.903 ,1.134 ,120 ,14.23 ,42.54 ,13.49 ,35.21 ,0.046 ,-0.17 ,45.0 ,1.3 ,14.23 ,2e-7 ,0.2 ,300.0 ,1 ,-0.003 ,N ,2021.08.01 ,01/03/2021 +Hanwha Q CELLS Q.PEAK L-G5 300W ,Hanwha Q CELLS ,Mono-c-Si ,N ,300.0 ,273.0 ,1.67 ,1.67 ,1.0 ,72 ,9.57 ,39.58 ,9.01 ,33.29 ,0.0006 ,-0.33 ,45.0 ,1.2 ,9.58 ,1e-10 ,0.5 ,1500 ,1 ,-0.38 ,N ,2019.08.01 ,01/03/2019 +Risen RSM40-8-390M ,Risen ,Mono-c-Si ,0 ,390.0 ,355.0 ,1.82 ,1.755 ,1.038 ,80 ,13.98 ,40.70 ,13.19 ,31.8 ,0.048 ,-0.15 ,45.0 ,1.25 ,13.98 ,1.9e-7 ,0.38 ,445.0 ,1 ,-0.35 ,N ,2024.01.01 ,01/04/2024 \ No newline at end of file From bbf69e697fadf649a634b889b8f3418778510735 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Wed, 15 Jan 2025 04:13:47 +0000 Subject: [PATCH 07/36] emhass pvlib add ruff Sungrow: SH10RS --- src/emhass/data/emhass_inverters.csv | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/emhass/data/emhass_inverters.csv b/src/emhass/data/emhass_inverters.csv index 91331c13..863aaefb 100644 --- a/src/emhass/data/emhass_inverters.csv +++ b/src/emhass/data/emhass_inverters.csv @@ -4,4 +4,5 @@ Units ,V ,W ,W ,W ,V Sungrow: SH25T ,400 ,250 ,27500 ,26000 ,600 ,-0.0000828 ,-0.000759 ,-0.0001722 ,-0.0000414 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid Sungrow: SH20T ,400 ,200 ,22000 ,21000 ,600 ,-0.00007584 ,-0.0007245 ,-0.0001587 ,-0.00003834 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid Sungrow: SH15T ,400 ,150 ,16500 ,15700 ,600 ,-0.000069 ,-0.00069 ,-0.000138 ,-0.0000345 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid -Sungrow: SH10RT ,400 ,100 ,11000 ,10467 ,600 ,-0.00005892 ,-0.0006555 ,-0.0001173 ,-0.00002934 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid \ No newline at end of file +Sungrow: SH10RT ,400 ,100 ,11000 ,10467 ,600 ,-0.00005892 ,-0.0006555 ,-0.0001173 ,-0.00002934 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid +Sungrow: SH10RS ,400 ,100 ,10000 ,9500 ,600 ,-0.000065 ,-0.00075 ,-0.00013 ,-0.000032 ,25 ,1000 ,25 ,250 ,850 ,01/01/2025 ,N ,Grid-Tie \ No newline at end of file From 8106fea7543a103a8f25f2b4d0fc36d1ab03dc7b Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 18 Jan 2025 13:58:54 +0000 Subject: [PATCH 08/36] init def_total_timestep parameter --- src/emhass/command_line.py | 4 ++ src/emhass/optimization.py | 93 +++++++++++++++++++++++++++++--------- src/emhass/utils.py | 66 ++++++++++++++++----------- 3 files changed, 114 insertions(+), 49 deletions(-) diff --git a/src/emhass/command_line.py b/src/emhass/command_line.py index 1e57fabd..c27f9257 100644 --- a/src/emhass/command_line.py +++ b/src/emhass/command_line.py @@ -649,6 +649,9 @@ def naive_mpc_optim( def_total_hours = input_data_dict["params"]["optim_conf"][ "operating_hours_of_each_deferrable_load" ] + def_total_timestep = input_data_dict["params"]["optim_conf"][ + "operating_timesteps_of_each_deferrable_load" + ] def_start_timestep = input_data_dict["params"]["optim_conf"][ "start_timesteps_of_each_deferrable_load" ] @@ -663,6 +666,7 @@ def naive_mpc_optim( soc_init, soc_final, def_total_hours, + def_total_timestep, def_start_timestep, def_end_timestep, ) diff --git a/src/emhass/optimization.py b/src/emhass/optimization.py index acee4a15..b8a4f9df 100644 --- a/src/emhass/optimization.py +++ b/src/emhass/optimization.py @@ -120,6 +120,7 @@ def perform_optimization( soc_init: Optional[float] = None, soc_final: Optional[float] = None, def_total_hours: Optional[list] = None, + def_total_timestep: Optional[list] = None, def_start_timestep: Optional[list] = None, def_end_timestep: Optional[list] = None, debug: Optional[bool] = False, @@ -152,6 +153,9 @@ def perform_optimization( :param def_total_hours: The functioning hours for this iteration for each deferrable load. \ (For continuous deferrable loads: functioning hours at nominal power) :type def_total_hours: list + :param def_total_timestep: The functioning timesteps for this iteration for each deferrable load. \ + (For continuous deferrable loads: functioning timesteps at nominal power) + :type def_total_timestep: list :param def_start_timestep: The timestep as from which each deferrable load is allowed to operate. :type def_start_timestep: list :param def_end_timestep: The timestep before which each deferrable load should operate. @@ -173,7 +177,7 @@ def perform_optimization( soc_final = soc_init else: soc_final = self.plant_conf["battery_target_state_of_charge"] - if def_total_hours is None: + if def_total_hours is None and def_total_timestep is None: def_total_hours = self.optim_conf["operating_hours_of_each_deferrable_load"] if def_start_timestep is None: def_start_timestep = self.optim_conf[ @@ -699,8 +703,7 @@ def create_matrix(input_list, n): predicted_temps[k] = predicted_temp else: - if def_total_hours[k] > 0: - # Total time of deferrable load + if def_total_timestep[k] > 0: constraints.update( { "constraint_defload{}_energy".format(k): plp.LpConstraint( @@ -708,13 +711,35 @@ def create_matrix(input_list, n): P_deferrable[k][i] * self.timeStep for i in set_I ), sense=plp.LpConstraintEQ, - rhs=def_total_hours[k] - * self.optim_conf["nominal_power_of_deferrable_loads"][ - k - ], + rhs=int( + self.optim_conf[ + "nominal_power_of_deferrable_loads" + ][k] + * (self.freq.seconds * def_total_timestep[k]) + ), ) } ) + else: + if def_total_hours[k] > 0: + # Total time of deferrable load + constraints.update( + { + "constraint_defload{}_energy".format( + k + ): plp.LpConstraint( + e=plp.lpSum( + P_deferrable[k][i] * self.timeStep + for i in set_I + ), + sense=plp.LpConstraintEQ, + rhs=def_total_hours[k] + * self.optim_conf[ + "nominal_power_of_deferrable_loads" + ][k], + ) + } + ) # Ensure deferrable loads consume energy between def_start_timestep & def_end_timestep self.logger.debug( @@ -722,12 +747,20 @@ def create_matrix(input_list, n): k, def_start_timestep[k], def_end_timestep[k] ) ) - def_start, def_end, warning = Optimization.validate_def_timewindow( - def_start_timestep[k], - def_end_timestep[k], - ceil(def_total_hours[k] / self.timeStep), - n, - ) + if def_total_timestep[k] > 0: + def_start, def_end, warning = Optimization.validate_def_timewindow( + def_start_timestep[k], + def_end_timestep[k], + ceil((self.freq.seconds * def_total_timestep[k]) / self.timeStep), + n, + ) + else: + def_start, def_end, warning = Optimization.validate_def_timewindow( + def_start_timestep[k], + def_end_timestep[k], + ceil(def_total_hours[k] / self.timeStep), + n, + ) if warning is not None: self.logger.warning("Deferrable load {} : {}".format(k, warning)) self.logger.debug( @@ -837,15 +870,26 @@ def create_matrix(input_list, n): } ) # P_def_bin2 must be 1 for exactly the correct number of timesteps. - constraints.update( - { - "constraint_pdef{}_start5".format(k): plp.LpConstraint( - e=plp.lpSum(P_def_bin2[k][i] for i in set_I), - sense=plp.LpConstraintEQ, - rhs=def_total_hours[k] / self.timeStep, - ) - } - ) + if def_total_timestep[k] > 0: + constraints.update( + { + "constraint_pdef{}_start5".format(k): plp.LpConstraint( + e=plp.lpSum(P_def_bin2[k][i] for i in set_I), + sense=plp.LpConstraintEQ, + rhs=def_total_timestep[k] / self.timeStep, + ) + } + ) + else: + constraints.update( + { + "constraint_pdef{}_start5".format(k): plp.LpConstraint( + e=plp.lpSum(P_def_bin2[k][i] for i in set_I), + sense=plp.LpConstraintEQ, + rhs=def_total_hours[k] / self.timeStep, + ) + } + ) # Treat deferrable load as a semi-continuous variable if self.optim_conf["treat_deferrable_load_as_semi_cont"][k]: @@ -1336,6 +1380,7 @@ def perform_naive_mpc_optim( soc_init: Optional[float] = None, soc_final: Optional[float] = None, def_total_hours: Optional[list] = None, + def_total_timestep: Optional[list] = None, def_start_timestep: Optional[list] = None, def_end_timestep: Optional[list] = None, ) -> pd.DataFrame: @@ -1362,6 +1407,9 @@ def perform_naive_mpc_optim( :param soc_final: The final battery SOC for the optimization. This parameter \ is optional, if not given soc_init = soc_final = soc_target from the configuration file. :type soc_final: + :param def_total_timestep: The functioning timesteps for this iteration for each deferrable load. \ + (For continuous deferrable loads: functioning timesteps at nominal power) + :type def_total_timestep: list :param def_total_hours: The functioning hours for this iteration for each deferrable load. \ (For continuous deferrable loads: functioning hours at nominal power) :type def_total_hours: list @@ -1395,6 +1443,7 @@ def perform_naive_mpc_optim( soc_init=soc_init, soc_final=soc_final, def_total_hours=def_total_hours, + def_total_timestep=def_total_timestep, def_start_timestep=def_start_timestep, def_end_timestep=def_end_timestep, ) diff --git a/src/emhass/utils.py b/src/emhass/utils.py index 99674b23..e0b3a504 100644 --- a/src/emhass/utils.py +++ b/src/emhass/utils.py @@ -161,33 +161,33 @@ def update_params_with_ha_config( params = json.loads(params) # Update params currency_to_symbol = { - 'EUR': '€', - 'USD': '$', - 'GBP': '£', - 'YEN': '¥', - 'JPY': '¥', - 'AUD': 'A$', - 'CAD': 'C$', - 'CHF': 'CHF', # Swiss Franc has no special symbol - 'CNY': '¥', - 'INR': '₹', - 'CZK': 'Kč', + "EUR": "€", + "USD": "$", + "GBP": "£", + "YEN": "¥", + "JPY": "¥", + "AUD": "A$", + "CAD": "C$", + "CHF": "CHF", # Swiss Franc has no special symbol + "CNY": "¥", + "INR": "₹", + "CZK": "Kč", # Add more as needed } - if 'currency' in ha_config.keys(): - ha_config['currency'] = currency_to_symbol.get(ha_config['currency'], 'Unknown') + if "currency" in ha_config.keys(): + ha_config["currency"] = currency_to_symbol.get(ha_config["currency"], "Unknown") else: - ha_config['currency'] = '€' - if 'unit_system' not in ha_config.keys(): - ha_config['unit_system'] = {'temperature': '°C'} - + ha_config["currency"] = "€" + if "unit_system" not in ha_config.keys(): + ha_config["unit_system"] = {"temperature": "°C"} + for k in range(params["optim_conf"]["number_of_deferrable_loads"]): - params['passed_data']['custom_predicted_temperature_id'][k].update( - {"unit_of_measurement": ha_config['unit_system']['temperature']} + params["passed_data"]["custom_predicted_temperature_id"][k].update( + {"unit_of_measurement": ha_config["unit_system"]["temperature"]} ) updated_passed_dict = { "custom_cost_fun_id": { - "unit_of_measurement": ha_config['currency'], + "unit_of_measurement": ha_config["currency"], }, "custom_unit_load_cost_id": { "unit_of_measurement": f"{ha_config['currency']}/kWh", @@ -249,9 +249,9 @@ def treat_runtimeparams( params["plant_conf"].update(plant_conf) # Check defaults on HA retrieved config - default_currency_unit = '€' - default_temperature_unit = '°C' - + default_currency_unit = "€" + default_temperature_unit = "°C" + # Some default data needed custom_deferrable_forecast_id = [] custom_predicted_temperature_id = [] @@ -462,10 +462,22 @@ def treat_runtimeparams( else: soc_final = runtimeparams["soc_final"] params["passed_data"]["soc_final"] = soc_final - - params["passed_data"]["operating_hours_of_each_deferrable_load"] = params[ - "optim_conf" - ].get("operating_hours_of_each_deferrable_load", None) + if "operating_timesteps_of_each_deferrable_load" in runtimeparams.keys(): + params["passed_data"]["operating_timesteps_of_each_deferrable_load"] = ( + runtimeparams["operating_timesteps_of_each_deferrable_load"] + ) + params["optim_conf"]["operating_timesteps_of_each_deferrable_load"] = ( + runtimeparams["operating_timesteps_of_each_deferrable_load"] + ) + else: + params["passed_data"]["operating_hours_of_each_deferrable_load"] = ( + params["optim_conf"].get( + "operating_hours_of_each_deferrable_load", None + ) + ) + params["optim_conf"][ + "operating_timesteps_of_each_deferrable_load" + ] = runtimeparams["operating_timesteps_of_each_deferrable_load"] = None params["passed_data"]["start_timesteps_of_each_deferrable_load"] = params[ "optim_conf" ].get("start_timesteps_of_each_deferrable_load", None) From 46a7a26378f2be5f55359257b7192c9c95fddac5 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 18 Jan 2025 14:18:28 +0000 Subject: [PATCH 09/36] def_total_timestep temp fix unittests --- src/emhass/optimization.py | 6 +++--- tests/test_optimization.py | 7 ++++++- 2 files changed, 9 insertions(+), 4 deletions(-) diff --git a/src/emhass/optimization.py b/src/emhass/optimization.py index b8a4f9df..7442af29 100644 --- a/src/emhass/optimization.py +++ b/src/emhass/optimization.py @@ -703,7 +703,7 @@ def create_matrix(input_list, n): predicted_temps[k] = predicted_temp else: - if def_total_timestep[k] > 0: + if def_total_timestep and def_total_timestep[k] > 0: constraints.update( { "constraint_defload{}_energy".format(k): plp.LpConstraint( @@ -747,7 +747,7 @@ def create_matrix(input_list, n): k, def_start_timestep[k], def_end_timestep[k] ) ) - if def_total_timestep[k] > 0: + if def_total_timestep and def_total_timestep[k] > 0: def_start, def_end, warning = Optimization.validate_def_timewindow( def_start_timestep[k], def_end_timestep[k], @@ -870,7 +870,7 @@ def create_matrix(input_list, n): } ) # P_def_bin2 must be 1 for exactly the correct number of timesteps. - if def_total_timestep[k] > 0: + if def_total_timestep and def_total_timestep[k] > 0: constraints.update( { "constraint_pdef{}_start5".format(k): plp.LpConstraint( diff --git a/tests/test_optimization.py b/tests/test_optimization.py index 5aa1d8cb..2cdee51c 100644 --- a/tests/test_optimization.py +++ b/tests/test_optimization.py @@ -73,7 +73,9 @@ def setUp(self): # Obtain sensor values from saved file if get_data_from_file: with open(emhass_conf["data_path"] / "test_df_final.pkl", "rb") as inp: - self.rh.df_final, self.days_list, self.var_list, self.rh.ha_config = pickle.load(inp) + self.rh.df_final, self.days_list, self.var_list, self.rh.ha_config = ( + pickle.load(inp) + ) self.retrieve_hass_conf["sensor_power_load_no_var_loads"] = str( self.var_list[0] ) @@ -512,6 +514,7 @@ def test_perform_naive_mpc_optim(self): soc_init=soc_init, soc_final=soc_final, def_total_hours=def_total_hours, + def_total_timestep=None, def_start_timestep=def_start_timestep, def_end_timestep=def_end_timestep, ) @@ -543,6 +546,7 @@ def test_perform_naive_mpc_optim(self): soc_init=soc_init, soc_final=soc_final, def_total_hours=def_total_hours, + def_total_timestep=None, def_start_timestep=def_start_timestep, def_end_timestep=def_end_timestep, ) @@ -651,6 +655,7 @@ def run_penalty_test_forecast(self): self.P_load_forecast, prediction_horizon, def_total_hours=def_total_hours, + def_total_timestep=None, def_start_timestep=def_start_timestep, def_end_timestep=def_end_timestep, ) From 61f1292d73c5597dda344e4cd01ed2edf2437a88 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sun, 19 Jan 2025 05:39:42 +0000 Subject: [PATCH 10/36] testing optimisation tweak def_total_timestep math --- src/emhass/optimization.py | 26 ++++++++++++++++++-------- 1 file changed, 18 insertions(+), 8 deletions(-) diff --git a/src/emhass/optimization.py b/src/emhass/optimization.py index 7442af29..159963cf 100644 --- a/src/emhass/optimization.py +++ b/src/emhass/optimization.py @@ -711,12 +711,10 @@ def create_matrix(input_list, n): P_deferrable[k][i] * self.timeStep for i in set_I ), sense=plp.LpConstraintEQ, - rhs=int( - self.optim_conf[ - "nominal_power_of_deferrable_loads" - ][k] - * (self.freq.seconds * def_total_timestep[k]) - ), + rhs=(self.timeStep * def_total_timestep[k]) + * self.optim_conf["nominal_power_of_deferrable_loads"][ + k + ], ) } ) @@ -751,7 +749,10 @@ def create_matrix(input_list, n): def_start, def_end, warning = Optimization.validate_def_timewindow( def_start_timestep[k], def_end_timestep[k], - ceil((self.freq.seconds * def_total_timestep[k]) / self.timeStep), + ceil( + (60 / ((self.freq.seconds / 60) * def_total_timestep[k])) + / self.timeStep + ), n, ) else: @@ -876,7 +877,16 @@ def create_matrix(input_list, n): "constraint_pdef{}_start5".format(k): plp.LpConstraint( e=plp.lpSum(P_def_bin2[k][i] for i in set_I), sense=plp.LpConstraintEQ, - rhs=def_total_timestep[k] / self.timeStep, + rhs=( + ( + 60 + / ( + (self.freq.seconds / 60) + * def_total_timestep[k] + ) + ) + / self.timeStep + ), ) } ) From 0bdba0db01b2181fa91caff360204a491113fcb9 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sun, 19 Jan 2025 05:47:53 +0000 Subject: [PATCH 11/36] operating_timesteps_of_each_deferrable_load add readme info --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 76f3c038..d585a67f 100644 --- a/README.md +++ b/README.md @@ -528,6 +528,7 @@ Here is the list of the other additional dictionary keys that can be passed at r - `nominal_power_of_deferrable_loads` for the nominal power for each deferrable load in Watts. - `operating_hours_of_each_deferrable_load` for the total number of hours that each deferrable load should operate. + - Alteratively, you can pass `operating_timesteps_of_each_deferrable_load` to set the total number of timesteps for each deferrable load. *(better parameter to use for setting under 1 hr)* - `start_timesteps_of_each_deferrable_load` for the timestep from which each deferrable load is allowed to operate (if you don't want the deferrable load to use the whole optimization timewindow). From 7984042f291a176b924d1b763829b63665a60dee Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sun, 19 Jan 2025 10:44:13 +0000 Subject: [PATCH 12/36] fix var_interp and var_replace_zero error handling bug --- src/emhass/retrieve_hass.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/src/emhass/retrieve_hass.py b/src/emhass/retrieve_hass.py index e2d9017a..5ca8ee36 100644 --- a/src/emhass/retrieve_hass.py +++ b/src/emhass/retrieve_hass.py @@ -342,15 +342,17 @@ def prepare_data( if isinstance(var_replace_zero, list) and all( item in var_replace_zero for item in self.var_list ): - var_replace_zero = var_replace_zero + self.logger.debug( + "var_replace_zero has been set to:" + str(var_replace_zero) + ) else: - var_replace_zero = None + var_replace_zero = [] if isinstance(var_interp, list) and all( item in var_interp for item in self.var_list ): - var_interp = var_interp + self.logger.debug("var_interp has been set to:" + str(var_interp)) else: - var_interp = None + var_interp = [] # Apply minimum values if set_zero_min: self.df_final.clip(lower=0.0, inplace=True, axis=1) From fc00a0672c6140976456e1a84da62d2e6ec5b960 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sun, 19 Jan 2025 10:50:08 +0000 Subject: [PATCH 13/36] Fix var_interp and var_replace_zero error handling bug --- src/emhass/retrieve_hass.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/src/emhass/retrieve_hass.py b/src/emhass/retrieve_hass.py index 5ca8ee36..dfe22fb2 100644 --- a/src/emhass/retrieve_hass.py +++ b/src/emhass/retrieve_hass.py @@ -342,15 +342,13 @@ def prepare_data( if isinstance(var_replace_zero, list) and all( item in var_replace_zero for item in self.var_list ): - self.logger.debug( - "var_replace_zero has been set to:" + str(var_replace_zero) - ) + pass else: var_replace_zero = [] if isinstance(var_interp, list) and all( item in var_interp for item in self.var_list ): - self.logger.debug("var_interp has been set to:" + str(var_interp)) + pass else: var_interp = [] # Apply minimum values From f298c23b0129e3039a61a567557569dffe74df76 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sun, 19 Jan 2025 11:57:19 +0000 Subject: [PATCH 14/36] emhass csv remove whitespaces --- src/emhass/data/emhass_inverters.csv | 16 ++++++++-------- src/emhass/data/emhass_modules.csv | 12 ++++++------ 2 files changed, 14 insertions(+), 14 deletions(-) diff --git a/src/emhass/data/emhass_inverters.csv b/src/emhass/data/emhass_inverters.csv index 863aaefb..52e757b2 100644 --- a/src/emhass/data/emhass_inverters.csv +++ b/src/emhass/data/emhass_inverters.csv @@ -1,8 +1,8 @@ -Name ,Vac ,Pso ,Paco ,Pdco ,Vdco ,C0 ,C1 ,C2 ,C3 ,Pnt ,Vdcmax ,Idcmax ,Mppt_low ,Mppt_high ,CEC_Date ,CEC_hybrid ,CEC_Type -Units ,V ,W ,W ,W ,V ,1/W ,1/V ,1/V ,1/V ,W ,V ,A ,V ,V , , , -[0] ,inv_snl_ac_voltage ,inv_snl_pso ,inv_snl_paco ,inv_snl_pdco ,inv_snl_vdco ,inv_snl_c0 ,inv_snl_c1 ,inv_snl_c2 ,inv_snl_c3 ,inv_snl_pnt ,inv_snl_vdcmax ,inv_snl_idcmax ,inv_snl_mppt_low ,inv_snl_mppt_hi ,inv_cec_date ,inv_cec_hybrid ,inv_cec_type -Sungrow: SH25T ,400 ,250 ,27500 ,26000 ,600 ,-0.0000828 ,-0.000759 ,-0.0001722 ,-0.0000414 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid -Sungrow: SH20T ,400 ,200 ,22000 ,21000 ,600 ,-0.00007584 ,-0.0007245 ,-0.0001587 ,-0.00003834 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid -Sungrow: SH15T ,400 ,150 ,16500 ,15700 ,600 ,-0.000069 ,-0.00069 ,-0.000138 ,-0.0000345 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid -Sungrow: SH10RT ,400 ,100 ,11000 ,10467 ,600 ,-0.00005892 ,-0.0006555 ,-0.0001173 ,-0.00002934 ,25 ,1100 ,80 ,200 ,950 ,01/01/2025 ,Y ,Hybrid -Sungrow: SH10RS ,400 ,100 ,10000 ,9500 ,600 ,-0.000065 ,-0.00075 ,-0.00013 ,-0.000032 ,25 ,1000 ,25 ,250 ,850 ,01/01/2025 ,N ,Grid-Tie \ No newline at end of file +Name,Vac,Pso,Paco,Pdco,Vdco,C0,C1,C2,C3,Pnt,Vdcmax,Idcmax,Mppt_low,Mppt_high,CEC_Date,CEC_hybrid,CEC_Type +Units,V,W,W,W,V,1/W,1/V,1/V,1/V,W,V,A,V,V,,, +[0],inv_snl_ac_voltage,inv_snl_pso,inv_snl_paco,inv_snl_pdco,inv_snl_vdco,inv_snl_c0,inv_snl_c1,inv_snl_c2,inv_snl_c3,inv_snl_pnt,inv_snl_vdcmax,inv_snl_idcmax,inv_snl_mppt_low,inv_snl_mppt_hi,inv_cec_date,inv_cec_hybrid,inv_cec_type +Sungrow: SH25T,400,250,27500,26000,600,-0.0000828,-0.000759,-0.0001722,-0.0000414,25,1100,80,200,950,01/01/2025,Y,Hybrid +Sungrow: SH20T,400,200,22000,21000,600,-0.00007584,-0.0007245,-0.0001587,-0.00003834,25,1100,80,200,950,01/01/2025,Y,Hybrid +Sungrow: SH15T,400,150,16500,15700,600,-0.000069,-0.00069,-0.000138,-0.0000345,25,1100,80,200,950,01/01/2025,Y,Hybrid +Sungrow: SH10RT,400,100,11000,10467,600,-0.00005892,-0.0006555,-0.0001173,-0.00002934,25,1100,80,200,950,01/01/2025,Y,Hybrid +Sungrow: SH10RS,400,100,10000,9500,600,-0.000065,-0.00075,-0.00013,-0.000032,25,1000,25,250,850,01/01/2025,N,Grid-Tie \ No newline at end of file diff --git a/src/emhass/data/emhass_modules.csv b/src/emhass/data/emhass_modules.csv index 9a9351a2..092e0a3f 100644 --- a/src/emhass/data/emhass_modules.csv +++ b/src/emhass/data/emhass_modules.csv @@ -1,6 +1,6 @@ -Name ,Manufacturer ,Technology ,Bifacial ,STC ,PTC ,A_c ,Length ,Width ,N_s ,I_sc_ref ,V_oc_ref ,I_mp_ref ,V_mp_ref ,alpha_sc ,beta_oc ,T_NOCT ,a_ref ,I_L_ref ,I_o_ref ,R_s ,R_sh_ref ,Adjust ,gamma_pmp ,BIPV ,Version ,Date -Units , , , , , ,m2 ,m ,m , ,A ,V ,A ,V ,A/K ,V/K ,C ,V ,A ,A ,Ohm ,Ohm ,% ,%/K , , , -[0] ,lib_manufacturer ,cec_material ,lib_is_bifacial , , ,cec_area ,lib_length ,lib_width ,cec_n_s ,cec_i_sc_ref ,cec_v_oc_ref ,cec_i_mp_ref ,cec_v_mp_ref ,cec_alpha_sc ,cec_beta_oc ,cec_t_noct ,cec_a_ref ,cec_i_l_ref ,cec_i_o_ref ,cec_r_s ,cec_r_sh_ref ,cec_adjust ,cec_gamma_pmp , , , -Jinko Solar JKM475N-60HL4-V ,Jinko Solar ,Mono-c-Si ,0 ,475.0 ,432.0 ,2.16 ,1.903 ,1.134 ,120 ,14.23 ,42.54 ,13.49 ,35.21 ,0.046 ,-0.17 ,45.0 ,1.3 ,14.23 ,2e-7 ,0.2 ,300.0 ,1 ,-0.003 ,N ,2021.08.01 ,01/03/2021 -Hanwha Q CELLS Q.PEAK L-G5 300W ,Hanwha Q CELLS ,Mono-c-Si ,N ,300.0 ,273.0 ,1.67 ,1.67 ,1.0 ,72 ,9.57 ,39.58 ,9.01 ,33.29 ,0.0006 ,-0.33 ,45.0 ,1.2 ,9.58 ,1e-10 ,0.5 ,1500 ,1 ,-0.38 ,N ,2019.08.01 ,01/03/2019 -Risen RSM40-8-390M ,Risen ,Mono-c-Si ,0 ,390.0 ,355.0 ,1.82 ,1.755 ,1.038 ,80 ,13.98 ,40.70 ,13.19 ,31.8 ,0.048 ,-0.15 ,45.0 ,1.25 ,13.98 ,1.9e-7 ,0.38 ,445.0 ,1 ,-0.35 ,N ,2024.01.01 ,01/04/2024 \ No newline at end of file +Name,Manufacturer,Technology,Bifacial,STC,PTC,A_c,Length,Width,N_s,I_sc_ref,V_oc_ref,I_mp_ref,V_mp_ref,alpha_sc,beta_oc,T_NOCT,a_ref,I_L_ref,I_o_ref,R_s,R_sh_ref,Adjust,gamma_pmp,BIPV,Version,Date +Units,,,,,,m2,m,m,,A,V,A,V,A/K,V/K,C,V,A,A,Ohm,Ohm,%,%/K,,, +[0],lib_manufacturer,cec_material,lib_is_bifacial,,,cec_area,lib_length,lib_width,cec_n_s,cec_i_sc_ref,cec_v_oc_ref,cec_i_mp_ref,cec_v_mp_ref,cec_alpha_sc,cec_beta_oc,cec_t_noct,cec_a_ref,cec_i_l_ref,cec_i_o_ref,cec_r_s,cec_r_sh_ref,cec_adjust,cec_gamma_pmp,,, +Jinko Solar JKM475N-60HL4-V,Jinko Solar,Mono-c-Si,0,475.0,432.0,2.16,1.903,1.134,120,14.23,42.54,13.49,35.21,0.046,-0.17,45.0,1.3,14.23,2e-7,0.2,300.0,1,-0.003,N,2021.08.01,01/03/2021 +Hanwha Q CELLS Q.PEAK L-G5 300W,Hanwha Q CELLS,Mono-c-Si,N,300.0,273.0,1.67,1.67,1.0,72,9.57,39.58,9.01,33.29,0.0006,-0.33,45.0,1.2,9.58,1e-10,0.5,1500,1,-0.38,N,2019.08.01,01/03/2019 +Risen RSM40-8-390M,Risen,Mono-c-Si,0,390.0,355.0,1.82,1.755,1.038,80,13.98,40.70,13.19,31.8,0.048,-0.15,45.0,1.25,13.98,1.9e-7,0.38,445.0,1,-0.35,N,2024.01.01,01/04/2024 \ No newline at end of file From 78735bdfe3a3fa606842f258df940e42f1f7179c Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sun, 19 Jan 2025 12:00:58 +0000 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12:01:54 +0000 Subject: [PATCH 16/36] operating_timesteps_of_each_deferrable_load tweak param handling --- src/emhass/optimization.py | 5 ++- src/emhass/utils.py | 79 ++++++++++++++++++-------------------- 2 files changed, 41 insertions(+), 43 deletions(-) diff --git a/src/emhass/optimization.py b/src/emhass/optimization.py index 159963cf..f907a452 100644 --- a/src/emhass/optimization.py +++ b/src/emhass/optimization.py @@ -177,7 +177,10 @@ def perform_optimization( soc_final = soc_init else: soc_final = self.plant_conf["battery_target_state_of_charge"] - if def_total_hours is None and def_total_timestep is None: + # If def_total_timestep os set, bypass def_total_hours + if def_total_timestep is not None: + def_total_hours = [x or 0 for x in def_total_hours] + elif def_total_hours is None: def_total_hours = self.optim_conf["operating_hours_of_each_deferrable_load"] if def_start_timestep is None: def_start_timestep = self.optim_conf[ diff --git a/src/emhass/utils.py b/src/emhass/utils.py index 9961577f..db1de811 100644 --- a/src/emhass/utils.py +++ b/src/emhass/utils.py @@ -161,48 +161,48 @@ def update_params_with_ha_config( params = json.loads(params) # Update params currency_to_symbol = { - 'EUR': '€', - 'USD': '$', - 'GBP': '£', - 'YEN': '¥', - 'JPY': '¥', - 'AUD': 'A$', - 'CAD': 'C$', - 'CHF': 'CHF', # Swiss Franc has no special symbol - 'CNY': '¥', - 'INR': '₹', - 'CZK': 'Kč', - 'BGN': 'лв', - 'DKK': 'kr', - 'HUF': 'Ft', - 'PLN': 'zł', - 'RON': 'Leu', - 'SEK': 'kr', - 'TRY': 'Lira', - 'VEF': 'Bolivar', - 'VND': 'Dong', - 'THB': 'Baht', - 'SGD': 'S$', - 'IDR': 'Roepia', - 'ZAR': 'Rand', + "EUR": "€", + "USD": "$", + "GBP": "£", + "YEN": "¥", + "JPY": "¥", + "AUD": "A$", + "CAD": "C$", + "CHF": "CHF", # Swiss Franc has no special symbol + "CNY": "¥", + "INR": "₹", + "CZK": "Kč", + "BGN": "лв", + "DKK": "kr", + "HUF": "Ft", + "PLN": "zł", + "RON": "Leu", + "SEK": "kr", + "TRY": "Lira", + "VEF": "Bolivar", + "VND": "Dong", + "THB": "Baht", + "SGD": "S$", + "IDR": "Roepia", + "ZAR": "Rand", # Add more as needed } if "currency" in ha_config.keys(): ha_config["currency"] = currency_to_symbol.get(ha_config["currency"], "Unknown") else: - ha_config['currency'] = '€' - if 'unit_system' not in ha_config.keys(): - ha_config['unit_system'] = {'temperature': '°C'} - + ha_config["currency"] = "€" + if "unit_system" not in ha_config.keys(): + ha_config["unit_system"] = {"temperature": "°C"} + number_of_deferrable_loads = params["optim_conf"]["number_of_deferrable_loads"] - if 'num_def_loads' in params['passed_data'].keys(): - number_of_deferrable_loads = params['passed_data']['num_def_loads'] - if 'number_of_deferrable_loads' in params['passed_data'].keys(): - number_of_deferrable_loads = params['passed_data']['number_of_deferrable_loads'] - + if "num_def_loads" in params["passed_data"].keys(): + number_of_deferrable_loads = params["passed_data"]["num_def_loads"] + if "number_of_deferrable_loads" in params["passed_data"].keys(): + number_of_deferrable_loads = params["passed_data"]["number_of_deferrable_loads"] + for k in range(number_of_deferrable_loads): - params['passed_data']['custom_predicted_temperature_id'][k].update( - {"unit_of_measurement": ha_config['unit_system']['temperature']} + params["passed_data"]["custom_predicted_temperature_id"][k].update( + {"unit_of_measurement": ha_config["unit_system"]["temperature"]} ) updated_passed_dict = { "custom_cost_fun_id": { @@ -488,15 +488,10 @@ def treat_runtimeparams( params["optim_conf"]["operating_timesteps_of_each_deferrable_load"] = ( runtimeparams["operating_timesteps_of_each_deferrable_load"] ) - else: + if "operating_hours_of_each_deferrable_load" in params["optim_conf"].keys(): params["passed_data"]["operating_hours_of_each_deferrable_load"] = ( - params["optim_conf"].get( - "operating_hours_of_each_deferrable_load", None - ) + params["optim_conf"]["operating_hours_of_each_deferrable_load"] ) - params["optim_conf"][ - "operating_timesteps_of_each_deferrable_load" - ] = runtimeparams["operating_timesteps_of_each_deferrable_load"] = None params["passed_data"]["start_timesteps_of_each_deferrable_load"] = params[ "optim_conf" ].get("start_timesteps_of_each_deferrable_load", None) From 22a78b8f04d26d47f72995a6b63f7b2d600612ed Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sun, 19 Jan 2025 12:04:50 +0000 Subject: [PATCH 17/36] optimization change cec_inverters datapath --- src/emhass/optimization.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/emhass/optimization.py b/src/emhass/optimization.py index f907a452..c5b898f1 100644 --- a/src/emhass/optimization.py +++ b/src/emhass/optimization.py @@ -4,7 +4,6 @@ import bz2 import copy import logging -import pathlib import pickle as cPickle from math import ceil from typing import Optional, Tuple @@ -469,7 +468,8 @@ def perform_optimization( for i in range(len(self.plant_conf["pv_inverter_model"])): if type(self.plant_conf["pv_inverter_model"][i]) == str: cec_inverters = bz2.BZ2File( - pathlib.Path(__file__).parent / "data/cec_inverters.pbz2", "rb" + self.emhass_conf["root_path"] / "data" / "cec_inverters.pbz2", + "rb", ) cec_inverters = cPickle.load(cec_inverters) inverter = cec_inverters[self.plant_conf["pv_inverter_model"][i]] @@ -479,7 +479,7 @@ def perform_optimization( else: if type(self.plant_conf["pv_inverter_model"][i]) == str: cec_inverters = bz2.BZ2File( - pathlib.Path(__file__).parent / "data/cec_inverters.pbz2", "rb" + self.emhass_conf["root_path"] / "data" / "cec_inverters.pbz2", "rb" ) cec_inverters = cPickle.load(cec_inverters) inverter = cec_inverters[self.plant_conf["pv_inverter_model"]] From 0d4da163617bd05a8a94974be8d01d3c4453fd68 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sun, 19 Jan 2025 12:07:47 +0000 Subject: [PATCH 18/36] optimization change cec_inverters datapath --- src/emhass/optimization.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/emhass/optimization.py b/src/emhass/optimization.py index c5b898f1..e7f05674 100644 --- a/src/emhass/optimization.py +++ b/src/emhass/optimization.py @@ -84,7 +84,7 @@ def __init__( self.var_load = self.retrieve_hass_conf["sensor_power_load_no_var_loads"] self.var_load_new = self.var_load + "_positive" self.costfun = costfun - # self.emhass_conf = emhass_conf + self.emhass_conf = emhass_conf self.logger = logger self.var_load_cost = var_load_cost self.var_prod_price = var_prod_price From e61d66cda1917f42d7d54b3a311f162e1d6daa28 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Mon, 20 Jan 2025 10:36:15 +0000 Subject: [PATCH 19/36] operating_timesteps_of_each_deferrable_load fix None issue --- src/emhass/command_line.py | 12 ++++++------ src/emhass/optimization.py | 2 ++ 2 files changed, 8 insertions(+), 6 deletions(-) diff --git a/src/emhass/command_line.py b/src/emhass/command_line.py index c27f9257..0a11c7a1 100644 --- a/src/emhass/command_line.py +++ b/src/emhass/command_line.py @@ -646,12 +646,12 @@ def naive_mpc_optim( prediction_horizon = input_data_dict["params"]["passed_data"]["prediction_horizon"] soc_init = input_data_dict["params"]["passed_data"]["soc_init"] soc_final = input_data_dict["params"]["passed_data"]["soc_final"] - def_total_hours = input_data_dict["params"]["optim_conf"][ - "operating_hours_of_each_deferrable_load" - ] - def_total_timestep = input_data_dict["params"]["optim_conf"][ - "operating_timesteps_of_each_deferrable_load" - ] + def_total_hours = input_data_dict["params"]["optim_conf"].get( + "operating_hours_of_each_deferrable_load", None + ) + def_total_timestep = input_data_dict["params"]["optim_conf"].get( + "operating_timesteps_of_each_deferrable_load", None + ) def_start_timestep = input_data_dict["params"]["optim_conf"][ "start_timesteps_of_each_deferrable_load" ] diff --git a/src/emhass/optimization.py b/src/emhass/optimization.py index e7f05674..38c291b0 100644 --- a/src/emhass/optimization.py +++ b/src/emhass/optimization.py @@ -176,11 +176,13 @@ def perform_optimization( soc_final = soc_init else: soc_final = self.plant_conf["battery_target_state_of_charge"] + # If def_total_timestep os set, bypass def_total_hours if def_total_timestep is not None: def_total_hours = [x or 0 for x in def_total_hours] elif def_total_hours is None: def_total_hours = self.optim_conf["operating_hours_of_each_deferrable_load"] + if def_start_timestep is None: def_start_timestep = self.optim_conf[ "start_timesteps_of_each_deferrable_load" From cf20e5aaa3845749ba4561ea38d195123f568d24 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Wed, 22 Jan 2025 11:14:13 +0000 Subject: [PATCH 20/36] def_total_timestep, fix def_total_hours overwrite --- src/emhass/optimization.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/emhass/optimization.py b/src/emhass/optimization.py index 38c291b0..6506e384 100644 --- a/src/emhass/optimization.py +++ b/src/emhass/optimization.py @@ -179,7 +179,7 @@ def perform_optimization( # If def_total_timestep os set, bypass def_total_hours if def_total_timestep is not None: - def_total_hours = [x or 0 for x in def_total_hours] + def_total_hours = [0 if x != 0 else x for x in def_total_hours] elif def_total_hours is None: def_total_hours = self.optim_conf["operating_hours_of_each_deferrable_load"] From 7a3cc0875d8fd0af47e5702879b7b322df16d363 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Thu, 23 Jan 2025 10:23:18 +0000 Subject: [PATCH 21/36] requirements.txt bump requirements --- docs/requirements.txt | 10 +++++----- requirements.txt | 24 ++++++++++++------------ 2 files changed, 17 insertions(+), 17 deletions(-) diff --git a/docs/requirements.txt b/docs/requirements.txt index d365c1c3..26b698e2 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -1,6 +1,6 @@ wheel -sphinx==7.2.6 -sphinx-rtd-theme==2.0.0 -docutils==0.18.1 -attrs==21.4.0 -myst-parser==3.0.1 \ No newline at end of file +sphinx==8.1.1 +sphinx-rtd-theme==3.0.2 +docutils==0.21.1 +attrs==24.3.0 +myst-parser==4.0.0 \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index a3a41dff..1632a918 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,17 +1,17 @@ -numpy>=1.22 -scipy==1.12.0 -pandas>=1.5 -pvlib>=0.10.2 +numpy>=2.0.2 +scipy>=1.14.0 +pandas>=2.1.1 +pvlib>=0.10.3 protobuf>=5.29.1 -pytz>=2021.1 +pytz>=2023.4 requests>=2.32.3 -beautifulsoup4>=4.9.3 -h5py==3.12.1 -pulp>=2.4 -pyyaml>=5.4.1 -tables<=3.9.1 -skforecast==0.14.0 +beautifulsoup4>=4.12.3 +h5py>=3.12.1 +pulp==2.8.0 +pyyaml>=6.0.1 +tables>=3.9.1 +skforecast>=0.14.0 # web server packages flask>=3.1.0 waitress>=3.0.2 -plotly>=5.6.0 \ No newline at end of file +plotly>=6.0.0rc0 \ No newline at end of file From 193d4a40e4ee8f3116f96c110ac107c47023070b Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Thu, 23 Jan 2025 11:55:59 +0000 Subject: [PATCH 22/36] bump and restrict requirements --- pyproject.toml | 30 +++++++++++++++--------------- requirements.txt | 4 ++-- 2 files changed, 17 insertions(+), 17 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 4121623b..ab6d67a2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -23,22 +23,22 @@ classifiers = [ ] dependencies = [ - "numpy==1.26.4", - "scipy==1.12.0", - "pandas<=2.0.3", - "pvlib>=0.10.2", - "protobuf>=3.0.0", - "pytz>=2021.1", + "numpy>=1.26.4, <2.3.0", + "scipy==1.13.1", + "pandas>=2.1.1", + "pvlib>=0.10.3", + "protobuf>=5.29.1", + "pytz>=2023.4", "requests>=2.25.1", - "beautifulsoup4>=4.9.3", - "h5py==3.12.1", - "pulp>=2.4", - "pyyaml>=5.4.1", - "tables<=3.9.1", - "skforecast==0.14.0", - "flask>=2.0.3", - "waitress>=2.1.1", - "plotly>=5.6.0", + "beautifulsoup4>=4.12.3", + "h5py>=3.12.1", + "pulp==2.8.0", + "pyyaml>=6.0.1", + "tables>=3.9.1", + "skforecast>=0.14.0", + "flask>=3.1.0", + "waitress>=3.0.2", + "plotly>=6.0.0rc0" ] [project.optional-dependencies] diff --git a/requirements.txt b/requirements.txt index 1632a918..dab911b4 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,5 +1,5 @@ -numpy>=2.0.2 -scipy>=1.14.0 +numpy>=1.25.0, <2.3.0 +scipy==1.13.1 pandas>=2.1.1 pvlib>=0.10.3 protobuf>=5.29.1 From f6dbee882436c1ff59d0e83dc08f5ab99f754aa2 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Thu, 23 Jan 2025 11:58:59 +0000 Subject: [PATCH 23/36] bump and restrict requirements --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index dab911b4..3b55bc68 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,4 +1,4 @@ -numpy>=1.25.0, <2.3.0 +numpy>=1.26.4, <2.3.0, scipy==1.13.1 pandas>=2.1.1 pvlib>=0.10.3 From 75509226ea6b7e234e0aea3f11c6dddb9410933e Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Thu, 23 Jan 2025 12:01:09 +0000 Subject: [PATCH 24/36] bump and restrict requirements --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 3b55bc68..68ee8494 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,4 +1,4 @@ -numpy>=1.26.4, <2.3.0, +numpy>=2.0.0, <2.3.0, scipy==1.13.1 pandas>=2.1.1 pvlib>=0.10.3 From 5e9b0b2b3641f2e649dc18572fd24dce1ee77b57 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Thu, 23 Jan 2025 12:03:10 +0000 Subject: [PATCH 25/36] bump and restrict requirements --- .devcontainer/devcontainer.json | 12 +-- bconfig.json | 176 ++++++++++++++++++++++++++++++++ requirements.txt | 2 +- 3 files changed, 183 insertions(+), 7 deletions(-) create mode 100755 bconfig.json diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 383f3850..3c8aa38e 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -20,12 +20,12 @@ // Security issue, may be needed for Podman - // "runArgs": [ - // "--userns=keep-id", - // "--pid=host" - // ], - // "remoteUser": "root", - // "containerUser": "root", + "runArgs": [ + "--userns=keep-id", + "--pid=host" + ], + "remoteUser": "root", + "containerUser": "root", "customizations": { diff --git a/bconfig.json b/bconfig.json new file mode 100755 index 00000000..6886ab6a --- /dev/null +++ b/bconfig.json @@ -0,0 +1,176 @@ +{ + "logging_level": "INFO", + "costfun": "profit", + "optimization_time_step": 5, + "historic_days_to_retrieve": 9, + "method_ts_round": "first", + "continual_publish": false, + "data_path": "default", + "set_total_pv_sell": false, + "lp_solver": "COIN_CMD", + "lp_solver_path": "/usr/bin/cbc", + "set_nocharge_from_grid": false, + "set_nodischarge_to_grid": false, + "set_battery_dynamic": false, + "battery_dynamic_max": 0.9, + "battery_dynamic_min": -0.9, + "weight_battery_discharge": 0, + "weight_battery_charge": 0.15, + "sensor_power_photovoltaics": "sensor.power_photovoltaics", + "sensor_power_load_no_var_loads": "sensor.power_load_no_var_loads", + "sensor_replace_zero": [ + "sensor.power_photovoltaics" + ], + "sensor_linear_interp": [ + "sensor.power_photovoltaics", + "sensor.power_load_no_var_loads" + ], + "load_negative": false, + "set_zero_min": true, + "number_of_deferrable_loads": 1, + "nominal_power_of_deferrable_loads": [ + 830 + ], + "operating_hours_of_each_deferrable_load": [ + 4 + ], + "weather_forecast_method": "scrapper", + "load_forecast_method": "naive", + "delta_forecast_daily": 1, + "load_cost_forecast_method": "hp_hc_periods", + "start_timesteps_of_each_deferrable_load": [ + 0 + ], + "end_timesteps_of_each_deferrable_load": [ + 0 + ], + "load_peak_hour_periods": { + "period_hp_1": [ + { + "start": "02:54" + }, + { + "end": "15:24" + } + ], + "period_hp_2": [ + { + "start": "17:24" + }, + { + "end": "20:24" + } + ] + }, + "treat_deferrable_load_as_semi_cont": [ + true + ], + "set_deferrable_load_single_constant": [ + true + ], + "set_deferrable_startup_penalty": [ + 0 + ], + "load_peak_hours_cost": 0.473, + "load_offpeak_hours_cost": 0.473, + "production_price_forecast_method": "constant", + "photovoltaic_production_sell_price": 0.525, + "maximum_power_from_grid": 12000, + "maximum_power_to_grid": 12000, + "set_use_pv": true, + "pv_module_model": [ + "SunPower_SPR_X22_475_COM", + "SunPower_SPR_X22_475_COM", + "SunPower_SPR_X22_475_COM", + "SunPower_SPR_X22_475_COM", + "SunPower_SPR_X22_475_COM", + "SunPower_SPR_X22_475_COM", + "SunPower_SPR_X22_475_COM", + "SunPower_SPR_X22_475_COM", + "SunPower_SPR_X22_475_COM", + "SunPower_SPR_X22_475_COM", + "SunPower_SPR_X22_475_COM", + "SunPower_SPR_X22_475_COM" + ], + "pv_inverter_model": [ + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_", + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_", + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_", + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_", + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_", + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_", + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_", + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_", + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_", + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_", + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_", + "Enphase_Energy_Inc___IQ8HC_72_M_US__240V_" + ], + "surface_tilt": [ + 20, + 20, + 20, + 20, + 20, + 20, + 20, + 20, + 20, + 20, + 20, + 20 + ], + "surface_azimuth": [ + 20, + 20, + 20, + 20, + 20, + 20, + 20, + 20, + 20, + 20, + 20, + 20 + ], + "modules_per_string": [ + 1, + 1, + 1, + 1, + 1, + 1, + 1, + 1, + 1, + 1, + 1, + 1 + ], + "strings_per_inverter": [ + 1, + 1, + 1, + 1, + 1, + 1, + 1, + 1, + 1, + 1, + 1, + 1 + ], + "inverter_is_hybrid": false, + "compute_curtailment": false, + "set_use_battery": true, + "battery_discharge_power_max": 0, + "battery_charge_power_max": 0, + "battery_discharge_efficiency": 0.95, + "battery_charge_efficiency": 0.95, + "battery_nominal_energy_capacity": 1, + "battery_minimum_state_of_charge": 0.3, + "battery_maximum_state_of_charge": 0.9, + "battery_target_state_of_charge": 0.5 +} \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index 68ee8494..d0057f9e 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,4 +1,4 @@ -numpy>=2.0.0, <2.3.0, +numpy>=2.1.0, <2.3.0, scipy==1.13.1 pandas>=2.1.1 pvlib>=0.10.3 From c8c1c5186e44982cf0548bbebae37e6166b1db16 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Thu, 23 Jan 2025 12:06:32 +0000 Subject: [PATCH 26/36] bump and restrict requirements --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index d0057f9e..e6dc41ed 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,4 +1,4 @@ -numpy>=2.1.0, <2.3.0, +numpy==2.1.0 scipy==1.13.1 pandas>=2.1.1 pvlib>=0.10.3 From 3ffde8a9ac67f5c6884b5042810805d5eb4d114a Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 25 Jan 2025 10:00:58 +0000 Subject: [PATCH 27/36] Install move from pip to uv and bump packages --- .devcontainer/devcontainer.json | 14 ++-- .gitignore | 1 + .python-version | 1 + .vscode/settings.json | 1 + .vscode/tasks.json | 13 +--- Dockerfile | 84 ++++++++++----------- pyproject.toml | 15 +++- requirements.txt | 17 ----- scripts/load_clustering.py | 3 - src/emhass/command_line.py | 10 ++- src/emhass/machine_learning_forecaster.py | 90 +++++++++++------------ src/emhass/web_server.py | 5 +- 12 files changed, 113 insertions(+), 141 deletions(-) create mode 100644 .python-version delete mode 100644 requirements.txt diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 3c8aa38e..f8c1c948 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -20,12 +20,12 @@ // Security issue, may be needed for Podman - "runArgs": [ - "--userns=keep-id", - "--pid=host" - ], - "remoteUser": "root", - "containerUser": "root", + // "runArgs": [ + // "--userns=keep-id", + // "--pid=host" + // ], + // "remoteUser": "root", + // "containerUser": "root", "customizations": { @@ -46,6 +46,6 @@ } }, - "postCreateCommand": ["pip3", "install", "--break-system-packages" , ".[test]"] + "postCreateCommand": ["uv", "pip", "install", "-r", "pyproject.toml", "--extra", "test", "--index-strategy", "first-index"] } diff --git a/.gitignore b/.gitignore index 7879b3f6..e01d32bf 100644 --- a/.gitignore +++ b/.gitignore @@ -56,6 +56,7 @@ data/entities/*.json # Installer logs pip-log.txt pip-delete-this-directory.txt +uv.lock # Unit test / coverage reports htmlcov/ diff --git a/.python-version b/.python-version new file mode 100644 index 00000000..2c073331 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.11 diff --git a/.vscode/settings.json b/.vscode/settings.json index a3b632e7..2ac1c0db 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -10,6 +10,7 @@ ], "python.testing.pytestEnabled": false, "python.testing.unittestEnabled": true, + "python.defaultInterpreterPath": ".venv/bin/python", "cSpell.words": [ "automations" ] diff --git a/.vscode/tasks.json b/.vscode/tasks.json index 9188cd10..0681a9f5 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -3,18 +3,13 @@ "tasks": [ { "label": "EMHASS install", - "command": "pip3", + "command": "uv", "group": { "kind": "build", "isDefault": true }, "args": [ - "install", - "--no-deps", - "--force-reinstall", - "--break-system-packages", - "--editable", - "." + "pip", "install", "--force-reinstall", "--index-strategy", "unsafe-best-match", ".[test]" ], "presentation": { "echo": true, @@ -24,13 +19,13 @@ }, { "label": "EMHASS install with dependencies", - "command": "pip3", + "command": "uv", "group": { "kind": "build", "isDefault": true }, "args": [ - "install", "--break-system-packages", "--force-reinstall", "." + "pip", "install", "--reinstall", "--index-strategy", "unsafe-best-match", ".[test]" ], "presentation": { "echo": true, diff --git a/Dockerfile b/Dockerfile index d501a2dc..7b1be08b 100755 --- a/Dockerfile +++ b/Dockerfile @@ -16,49 +16,52 @@ ARG TARGETARCH ENV TARGETARCH=${TARGETARCH:?} WORKDIR /app -COPY requirements.txt /app/ +COPY pyproject.toml /app/ +COPY .python-version /app/ -# apt package install RUN apt-get update \ && apt-get install -y --no-install-recommends \ - libffi-dev \ - python3.11 \ - python3-pip \ - python3.11-dev \ - git \ - gcc \ - patchelf \ - cmake \ - meson \ - ninja-build \ - build-essential \ - libhdf5-dev \ - libhdf5-serial-dev \ - pkg-config \ - gfortran \ - netcdf-bin \ - libnetcdf-dev \ - coinor-cbc \ - coinor-libcbc-dev \ - libglpk-dev \ - glpk-utils \ + # Numpy + libgfortran5 \ + libopenblas0-pthread \ + libopenblas-dev \ libatlas3-base \ libatlas-base-dev \ - libopenblas-dev \ - libopenblas0-pthread \ - libgfortran5 \ + # h5py / tables libsz2 \ libaec0 \ libhdf5-hl-100 \ - libhdf5-103-1 + libhdf5-103-1 \ + libhdf5-dev \ + libhdf5-serial-dev + # # cbc + # coinor-cbc \ + # coinor-libcbc-dev + + # libffi-dev \ + # gfortran \ + # netcdf-bin \ + # libnetcdf-dev \ + # libglpk-dev \ + # glpk-utils \ + # libatlas3-base \ + # libatlas-base-dev \ + # libopenblas-dev \ + # libopenblas0-pthread \ + # libgfortran5 \ + # libsz2 \ + # libaec0 \ + +# Install uv (pip alternative) +RUN curl -LsSf https://astral.sh/uv/install.sh | env UV_INSTALL_DIR="/usr/local/bin" sh +# Install python (version based on .python-version) +RUN uv python install + # specify hdf5 RUN ln -s /usr/include/hdf5/serial /usr/include/hdf5/include && export HDF5_DIR=/usr/include/hdf5 # note, its a good idea to remove the "llvm-dev" package and "LLVM_CONFIG=/usr/bin/llvm-config pip3 install 'llvmlite>=0.43'" once the llvmlite package has been fixed in piwheels -RUN [[ "${TARGETARCH}" == "armhf" || "${TARGETARCH}" == "armv7" ]] && apt-get update && apt-get install -y --no-install-recommends llvm-dev && LLVM_CONFIG=/usr/bin/llvm-config pip3 install --no-cache-dir --break-system-packages 'llvmlite>=0.43' || echo "skipping llvm-dev install" - -# install packages from pip, use piwheels if arm 32bit -RUN [[ "${TARGETARCH}" == "armhf" || "${TARGETARCH}" == "armv7" ]] && pip3 install --index-url=https://www.piwheels.org/simple --no-cache-dir --break-system-packages -r requirements.txt || pip3 install --no-cache-dir --break-system-packages -r requirements.txt +RUN [[ "${TARGETARCH}" == "armhf" || "${TARGETARCH}" == "armv7" ]] && apt-get update && apt-get install -y --no-install-recommends llvm-dev && LLVM_CONFIG=/usr/bin/llvm-config uv pip install --break-system-packages --no-cache-dir --system 'llvmlite>=0.43' || echo "skipping llvm-dev install" # try, symlink apt cbc, to pulp cbc, in python directory (for 32bit) RUN [[ "${TARGETARCH}" == "armhf" || "${TARGETARCH}" == "armv7" ]] && ln -sf /usr/bin/cbc /usr/local/lib/python3.11/dist-packages/pulp/solverdir/cbc/linux/32/cbc || echo "cbc symlink didnt work/not required" @@ -66,20 +69,6 @@ RUN [[ "${TARGETARCH}" == "armhf" || "${TARGETARCH}" == "armv7" ]] && ln -sf / # if armv7, try install libatomic1 to fix scipy issue RUN [[ "${TARGETARCH}" == "armv7" ]] && apt-get update && apt-get install libatomic1 || echo "libatomic1 cant be installed" -# remove build only packages -RUN apt-get purge -y --auto-remove \ - gcc \ - patchelf \ - cmake \ - meson \ - ninja-build \ - build-essential \ - pkg-config \ - gfortran \ - netcdf-bin \ - libnetcdf-dev \ - && rm -rf /var/lib/apt/lists/* - # make sure data directory exists RUN mkdir -p /app/data/ @@ -121,8 +110,9 @@ LABEL \ org.opencontainers.image.description="EMHASS python package and requirements, in Home Assistant Debian container." # build EMHASS -RUN pip3 install --no-cache-dir --break-system-packages --no-deps --force-reinstall . -ENTRYPOINT [ "python3", "-m", "emhass.web_server"] +RUN uv venv +RUN uv pip install --index-strategy unsafe-best-match . +ENTRYPOINT [ "uv" "run", "--link-mode=copy", "--frozen", "-m", "emhass.web_server"] # for running Unittest #COPY tests/ /app/tests diff --git a/pyproject.toml b/pyproject.toml index ab6d67a2..0f66bbf9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,7 +21,6 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Operating System :: OS Independent", ] - dependencies = [ "numpy>=1.26.4, <2.3.0", "scipy==1.13.1", @@ -35,7 +34,7 @@ dependencies = [ "pulp==2.8.0", "pyyaml>=6.0.1", "tables>=3.9.1", - "skforecast>=0.14.0", + "skforecast>=0.9.0", "flask>=3.1.0", "waitress>=3.0.2", "plotly>=6.0.0rc0" @@ -45,6 +44,18 @@ dependencies = [ docs = ["sphinx", "sphinx-rtd-theme", "myst-parser"] test = ["requests_mock", "pytest", "coverage", "snakeviz", "ruff", "tabulate"] +[[tool.uv.index]] +name = "piwheels-arm32" +url = "https://www.piwheels.org/simple" +condition = "sys_platform == 'linux' and platform_machine in ['armv7l', 'armv6l'] and platform_python_implementation == 'CPython'" + +[[tool.uv.index]] +name = "pypi" +url = "https://pypi.org/simple" + +[tool.uv.workspace] +members = ["emhass"] + [tool.setuptools.packages] find = { where = ["src"] } diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index e6dc41ed..00000000 --- a/requirements.txt +++ /dev/null @@ -1,17 +0,0 @@ -numpy==2.1.0 -scipy==1.13.1 -pandas>=2.1.1 -pvlib>=0.10.3 -protobuf>=5.29.1 -pytz>=2023.4 -requests>=2.32.3 -beautifulsoup4>=4.12.3 -h5py>=3.12.1 -pulp==2.8.0 -pyyaml>=6.0.1 -tables>=3.9.1 -skforecast>=0.14.0 -# web server packages -flask>=3.1.0 -waitress>=3.0.2 -plotly>=6.0.0rc0 \ No newline at end of file diff --git a/scripts/load_clustering.py b/scripts/load_clustering.py index ef847f73..83448925 100644 --- a/scripts/load_clustering.py +++ b/scripts/load_clustering.py @@ -7,15 +7,12 @@ import pandas as pd import numpy as np -import plotly.express as px import plotly.io as pio import plotly.graph_objects as go pio.renderers.default = "browser" pd.options.plotting.backend = "plotly" -from sklearn.cluster import KMeans -from sklearn.metrics import silhouette_score # from skopt.space import Categorical, Real, Integer # from tslearn.clustering import TimeSeriesKMeans diff --git a/src/emhass/command_line.py b/src/emhass/command_line.py index 0a11c7a1..68a9c454 100644 --- a/src/emhass/command_line.py +++ b/src/emhass/command_line.py @@ -11,7 +11,6 @@ import re import time from datetime import datetime, timezone -from distutils.util import strtobool from importlib.metadata import version from typing import Optional, Tuple @@ -1519,8 +1518,8 @@ def main(): ) parser.add_argument( "--log2file", - type=strtobool, - default="False", + action="store_true", + default=False, help="Define if we should log to a file or not", ) parser.add_argument( @@ -1536,7 +1535,10 @@ def main(): help="Pass runtime optimization parameters as dictionnary", ) parser.add_argument( - "--debug", type=strtobool, default="False", help="Use True for testing purposes" + "--debug", + action="store_true", + default=False, + help="Use True for testing purposes", ) args = parser.parse_args() diff --git a/src/emhass/machine_learning_forecaster.py b/src/emhass/machine_learning_forecaster.py index 331b015d..e4b6ae4c 100644 --- a/src/emhass/machine_learning_forecaster.py +++ b/src/emhass/machine_learning_forecaster.py @@ -1,22 +1,22 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- -import logging import copy +import logging import time +import warnings from typing import Optional, Tuple -import pandas as pd -import numpy as np -from sklearn.linear_model import LinearRegression -from sklearn.linear_model import ElasticNet -from sklearn.neighbors import KNeighborsRegressor +import numpy as np +import pandas as pd +from skforecast.ForecasterAutoreg import ForecasterAutoreg +from skforecast.model_selection import ( + backtesting_forecaster, + bayesian_search_forecaster, +) +from sklearn.linear_model import ElasticNet, LinearRegression from sklearn.metrics import r2_score - -from skforecast.recursive import ForecasterRecursive -from skforecast.model_selection import bayesian_search_forecaster, backtesting_forecaster, TimeSeriesFold - -import warnings +from sklearn.neighbors import KNeighborsRegressor warnings.filterwarnings("ignore", category=DeprecationWarning) @@ -169,10 +169,7 @@ def fit( ) base_model = KNeighborsRegressor() # Define the forecaster object - self.forecaster = ForecasterRecursive( - regressor = base_model, - lags = self.num_lags - ) + self.forecaster = ForecasterAutoreg(regressor=base_model, lags=self.num_lags) # Fit and time it self.logger.info("Training a " + self.sklearn_model + " model") start_time = time.time() @@ -201,22 +198,18 @@ def fit( # Using backtesting tool to evaluate the model self.logger.info("Performing simple backtesting of fitted model") start_time = time.time() - cv = TimeSeriesFold( - steps = self.num_lags, - initial_train_size = None, - fixed_train_size = False, - gap = 0, - allow_incomplete_fold = True, - refit = False - ) metric, predictions_backtest = backtesting_forecaster( - forecaster = self.forecaster, - y = self.data_train[self.var_model], - exog = self.data_train.drop(self.var_model, axis=1), - cv = cv, - metric = MLForecaster.neg_r2_score, - verbose = False, - show_progress = True + forecaster=self.forecaster, + y=self.data_train[self.var_model], + exog=self.data_train.drop(self.var_model, axis=1), + steps=self.num_lags, + initial_train_size=None, + allow_incomplete_fold=True, + gap=0, + metric=MLForecaster.neg_r2_score, + verbose=False, + refit=False, + show_progress=True, ) self.logger.info(f"Elapsed backtesting time: {time.time() - start_time}") self.logger.info(f"Backtest R2 score: {-metric}") @@ -356,25 +349,24 @@ def search_space(trial): # The optimization routine call self.logger.info("Bayesian hyperparameter optimization with backtesting") start_time = time.time() - cv = TimeSeriesFold( - steps = num_lags, - initial_train_size = len(self.data_exo.loc[:self.date_train]), - fixed_train_size = True, - gap = 0, - skip_folds = None, - allow_incomplete_fold = True, - refit = refit - ) - self.optimize_results, self.optimize_results_object = bayesian_search_forecaster( - forecaster = self.forecaster, - y = self.data_train[self.var_model], - exog = self.data_train.drop(self.var_model, axis=1), - cv = cv, - search_space = search_space, - metric = MLForecaster.neg_r2_score, - n_trials = 10, - random_state = 123, - return_best = True + self.optimize_results, self.optimize_results_object = ( + bayesian_search_forecaster( + forecaster=self.forecaster, + y=self.data_train[self.var_model], + exog=self.data_train.drop(self.var_model, axis=1), + search_space=search_space, + metric=MLForecaster.neg_r2_score, + n_trials=10, + random_state=123, + steps=num_lags, + initial_train_size=len(self.data_exo.loc[: self.date_train]), + return_best=True, + fixed_train_size=True, + gap=0, + allow_incomplete_fold=True, + skip_folds=None, + refit=refit, + ) ) self.logger.info(f"Elapsed time: {time.time() - start_time}") self.is_tuned = True diff --git a/src/emhass/web_server.py b/src/emhass/web_server.py index dc975326..c9d1920e 100644 --- a/src/emhass/web_server.py +++ b/src/emhass/web_server.py @@ -8,7 +8,6 @@ import pickle import re import threading -from distutils.util import strtobool from importlib.metadata import PackageNotFoundError, version from pathlib import Path @@ -539,8 +538,8 @@ def action_call(action_name): ) parser.add_argument( "--no_response", - type=strtobool, - default="False", + action="store_true", + default=False, help="This is set if json response errors occur", ) args = parser.parse_args() From 81fae86841b6166c3ecda3eab98211f3d7c42f13 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 25 Jan 2025 10:17:33 +0000 Subject: [PATCH 28/36] Fix unit tests for uv --- src/emhass/command_line.py | 4 ++-- src/emhass/web_server.py | 2 +- tests/test_machine_learning_forecaster.py | 10 ++++++---- 3 files changed, 9 insertions(+), 7 deletions(-) diff --git a/src/emhass/command_line.py b/src/emhass/command_line.py index 68a9c454..8dde7e3d 100644 --- a/src/emhass/command_line.py +++ b/src/emhass/command_line.py @@ -1518,7 +1518,7 @@ def main(): ) parser.add_argument( "--log2file", - action="store_true", + type=bool, default=False, help="Define if we should log to a file or not", ) @@ -1536,7 +1536,7 @@ def main(): ) parser.add_argument( "--debug", - action="store_true", + type=bool, default=False, help="Use True for testing purposes", ) diff --git a/src/emhass/web_server.py b/src/emhass/web_server.py index c9d1920e..667300ab 100644 --- a/src/emhass/web_server.py +++ b/src/emhass/web_server.py @@ -538,7 +538,7 @@ def action_call(action_name): ) parser.add_argument( "--no_response", - action="store_true", + type=bool, default=False, help="This is set if json response errors occur", ) diff --git a/tests/test_machine_learning_forecaster.py b/tests/test_machine_learning_forecaster.py index 43f7613d..418b539f 100644 --- a/tests/test_machine_learning_forecaster.py +++ b/tests/test_machine_learning_forecaster.py @@ -9,7 +9,7 @@ import numpy as np import pandas as pd -from skforecast.recursive import ForecasterRecursive +from skforecast.ForecasterAutoreg import ForecasterAutoreg from emhass import utils from emhass.command_line import set_input_data_dict @@ -100,16 +100,18 @@ def setUp(self): ) # Open and extract saved sensor data to test against with open(emhass_conf["data_path"] / "test_df_final.pkl", "rb") as inp: - self.rh.df_final, self.days_list, self.var_list, self.rh.ha_config = pickle.load(inp) + self.rh.df_final, self.days_list, self.var_list, self.rh.ha_config = ( + pickle.load(inp) + ) def test_fit(self): df_pred, df_pred_backtest = self.mlf.fit() - self.assertIsInstance(self.mlf.forecaster, ForecasterRecursive) + self.assertIsInstance(self.mlf.forecaster, ForecasterAutoreg) self.assertIsInstance(df_pred, pd.DataFrame) self.assertTrue(df_pred_backtest == None) # Refit with backtest evaluation df_pred, df_pred_backtest = self.mlf.fit(perform_backtest=True) - self.assertIsInstance(self.mlf.forecaster, ForecasterRecursive) + self.assertIsInstance(self.mlf.forecaster, ForecasterAutoreg) self.assertIsInstance(df_pred, pd.DataFrame) self.assertIsInstance(df_pred_backtest, pd.DataFrame) From f556136c9d3baba533f48b5b83ebdb263a22a46e Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 25 Jan 2025 10:33:52 +0000 Subject: [PATCH 29/36] Update GitHub Actions for uv --- .github/workflows/docker-build-test.yaml | 4 +-- .github/workflows/publish_docker-test.yaml | 4 +-- .github/workflows/publish_docker.yaml | 4 +-- .github/workflows/python-test.yml | 17 ++++++---- .github/workflows/upload-package-to-pypi.yaml | 34 +++++++++---------- 5 files changed, 33 insertions(+), 30 deletions(-) diff --git a/.github/workflows/docker-build-test.yaml b/.github/workflows/docker-build-test.yaml index db5fc192..2e1a8376 100644 --- a/.github/workflows/docker-build-test.yaml +++ b/.github/workflows/docker-build-test.yaml @@ -50,7 +50,7 @@ jobs: - name: Export Debian package list run: mkdir OSV && docker run --rm --entrypoint '/bin/cat' ${{ steps.build.outputs.imageid }} /var/lib/dpkg/status >> ./OSV/${{ matrix.platform.target_arch }}.status - name: Export Python package list - run: docker run --rm --entrypoint '/usr/bin/pip3' ${{ steps.build.outputs.imageid }} freeze >> ./OSV/${{ matrix.platform.target_arch }}-requirements.txt + run: docker run --rm --entrypoint '/bin/cat' ${{ steps.build.outputs.imageid }} uv.lock >> ./OSV/${{ matrix.platform.target_arch }}.lock - name: Upload package list as digest uses: actions/upload-artifact@v4 with: @@ -79,7 +79,7 @@ jobs: matrix-property: "${{ matrix.platform.target_arch }}-" scan-args: |- --lockfile=dpkg-status:./${{ matrix.platform.target_arch }}.status - --lockfile=requirements.txt:./${{matrix.platform.target_arch }}-requirements.txt + --lockfile=poetry.lock:./${{matrix.platform.target_arch }}.lock --fail-on-vuln: false permissions: security-events: write diff --git a/.github/workflows/publish_docker-test.yaml b/.github/workflows/publish_docker-test.yaml index f67eb0c7..c441bf78 100644 --- a/.github/workflows/publish_docker-test.yaml +++ b/.github/workflows/publish_docker-test.yaml @@ -62,7 +62,7 @@ jobs: - name: Export Debian package list run: mkdir OSV && docker run --rm --entrypoint '/bin/cat' ${{ steps.cache.outputs.imageid }} /var/lib/dpkg/status >> ./OSV/${{ matrix.platform.target_arch }}.status - name: Export Python package list - run: docker run --rm --entrypoint '/usr/bin/pip3' ${{ steps.cache.outputs.imageid }} freeze >> ./OSV/${{ matrix.platform.target_arch }}-requirements.txt + run: docker run --rm --entrypoint '/bin/cat' ${{ steps.cache.outputs.imageid }} uv.lock >> ./OSV/${{ matrix.platform.target_arch }}.lock - name: Upload package list as digest uses: actions/upload-artifact@v4 with: @@ -122,7 +122,7 @@ jobs: matrix-property: "${{ matrix.platform.target_arch }}-" scan-args: |- --lockfile=dpkg-status:./${{ matrix.platform.target_arch }}.status - --lockfile=requirements.txt:./${{matrix.platform.target_arch }}-requirements.txt + --lockfile=poetry.lock:./${{matrix.platform.target_arch }}.lock --fail-on-vuln: false permissions: security-events: write diff --git a/.github/workflows/publish_docker.yaml b/.github/workflows/publish_docker.yaml index aace1d32..82d28b7d 100644 --- a/.github/workflows/publish_docker.yaml +++ b/.github/workflows/publish_docker.yaml @@ -61,7 +61,7 @@ jobs: - name: Export Debian package list run: mkdir OSV && docker run --rm --entrypoint '/bin/cat' ${{ steps.cache.outputs.imageid }} /var/lib/dpkg/status >> ./OSV/${{ matrix.platform.target_arch }}.status - name: Export Python package list - run: docker run --rm --entrypoint '/usr/bin/pip3' ${{ steps.cache.outputs.imageid }} freeze >> ./OSV/${{ matrix.platform.target_arch }}-requirements.txt + run: docker run --rm --entrypoint '/bin/cat' ${{ steps.cache.outputs.imageid }} uv.lock >> ./OSV/${{ matrix.platform.target_arch }}.lock - name: Upload package list as digest uses: actions/upload-artifact@v4 with: @@ -121,7 +121,7 @@ jobs: matrix-property: "${{ matrix.platform.target_arch }}-" scan-args: |- --lockfile=dpkg-status:./${{ matrix.platform.target_arch }}.status - --lockfile=requirements.txt:./${{matrix.platform.target_arch }}-requirements.txt + --lockfile=poetry.lock:./${{matrix.platform.target_arch }}.lock --fail-on-vuln: false permissions: security-events: write diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml index b78beefa..d9a73541 100644 --- a/.github/workflows/python-test.yml +++ b/.github/workflows/python-test.yml @@ -38,22 +38,25 @@ jobs: steps: - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v5 + - name: Install uv + uses: astral-sh/setup-uv@v5 + + - name: Set up Python + run: uv python install with: - python-version: ${{ matrix.python-version }} + python-version-file: ".python-version" - name: Special dependencies for macos run: | brew install hdf5 - pip3 install numpy==1.26.0 - pip3 install tables==3.9.1 + uv pip install numpy==1.26.0 + uv pip install tables==3.9.1 if: ${{ matrix.os == 'macos-latest' }} - name: Install EMHASS with test dependencies run: | - pip install .[test] + uv pip install .[test] - name: Test with pytest run: | - pytest + uv run pytest diff --git a/.github/workflows/upload-package-to-pypi.yaml b/.github/workflows/upload-package-to-pypi.yaml index 29e443f7..8d6c49d6 100644 --- a/.github/workflows/upload-package-to-pypi.yaml +++ b/.github/workflows/upload-package-to-pypi.yaml @@ -7,40 +7,40 @@ on: jobs: # Google OSV-Scanner - osv-scan: - uses: "geoderp/osv-scanner-action/.github/workflows/osv-scanner-reusable.yml@v0.0.1" - with: - scan-args: |- - --recursive - ./ - permissions: - security-events: write - contents: read - actions: read build: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - - name: Setup Python + - name: Install uv + uses: astral-sh/setup-uv@v5 + - name: "Set up Python" uses: actions/setup-python@v5 with: - python-version: 3.11 - - name: Install pypa/build - run: >- - python3 -m pip install build --user + python-version-file: ".python-version" - name: Build a binary wheel and a source tarball - run: python3 -m build + run: uv build - name: Store the distribution packages uses: actions/upload-artifact@v4 with: name: python-package-distributions path: dist/ + osv-scan: + uses: "geoderp/osv-scanner-action/.github/workflows/osv-scanner-reusable.yml@v0.0.1" + needs: + - build + with: + scan-args: |- + --recursive + ./ + permissions: + security-events: write + contents: read + actions: read publish-to-pypi: name: >- Publish Python 🐍 distribution 📦 to PyPI needs: - osv-scan - - build runs-on: ubuntu-latest environment: name: pypi From 46af3f29bbfb3a06f7bba7ef9b8418d7fd46353b Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 25 Jan 2025 22:52:30 +1030 Subject: [PATCH 30/36] uv refine and change build to hatchling --- .devcontainer/devcontainer.json | 14 +++++++------- .vscode/tasks.json | 4 ++-- Dockerfile | 31 ++++++++++++++++--------------- pyproject.toml | 22 ++++++++++------------ 4 files changed, 35 insertions(+), 36 deletions(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index f8c1c948..0a9e8a7f 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -20,12 +20,12 @@ // Security issue, may be needed for Podman - // "runArgs": [ - // "--userns=keep-id", - // "--pid=host" - // ], - // "remoteUser": "root", - // "containerUser": "root", + "runArgs": [ + "--userns=keep-id", + "--pid=host" + ], + "remoteUser": "root", + "containerUser": "root", "customizations": { @@ -46,6 +46,6 @@ } }, - "postCreateCommand": ["uv", "pip", "install", "-r", "pyproject.toml", "--extra", "test", "--index-strategy", "first-index"] + "postCreateCommand": ["uv", "pip", "install", "--cache-dir", ".cache", "--verbose", ".[test]"] } diff --git a/.vscode/tasks.json b/.vscode/tasks.json index 0681a9f5..03e373ee 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -9,7 +9,7 @@ "isDefault": true }, "args": [ - "pip", "install", "--force-reinstall", "--index-strategy", "unsafe-best-match", ".[test]" + "pip", "install", "--force-reinstall", ".[test]" ], "presentation": { "echo": true, @@ -25,7 +25,7 @@ "isDefault": true }, "args": [ - "pip", "install", "--reinstall", "--index-strategy", "unsafe-best-match", ".[test]" + "pip", "install", "--reinstall", ".[test]" ], "presentation": { "echo": true, diff --git a/Dockerfile b/Dockerfile index 7b1be08b..1b763185 100755 --- a/Dockerfile +++ b/Dockerfile @@ -38,19 +38,19 @@ RUN apt-get update \ # coinor-cbc \ # coinor-libcbc-dev - # libffi-dev \ - # gfortran \ - # netcdf-bin \ - # libnetcdf-dev \ - # libglpk-dev \ - # glpk-utils \ - # libatlas3-base \ - # libatlas-base-dev \ - # libopenblas-dev \ - # libopenblas0-pthread \ - # libgfortran5 \ - # libsz2 \ - # libaec0 \ + # libffi-dev \ + # gfortran \ + # netcdf-bin \ + # libnetcdf-dev \ + # libglpk-dev \ + # glpk-utils \ + # libatlas3-base \ + # libatlas-base-dev \ + # libopenblas-dev \ + # libopenblas0-pthread \ + # libgfortran5 \ + # libsz2 \ + # libaec0 \ # Install uv (pip alternative) RUN curl -LsSf https://astral.sh/uv/install.sh | env UV_INSTALL_DIR="/usr/local/bin" sh @@ -111,11 +111,12 @@ LABEL \ # build EMHASS RUN uv venv -RUN uv pip install --index-strategy unsafe-best-match . +RUN uv pip install --verbose . +RUN uv lock ENTRYPOINT [ "uv" "run", "--link-mode=copy", "--frozen", "-m", "emhass.web_server"] # for running Unittest #COPY tests/ /app/tests #RUN apt-get update && apt-get install python3-requests-mock -y #COPY data/ /app/data/ -#ENTRYPOINT ["python3","-m","unittest","discover","-s","./tests","-p","test_*.py"] +#ENTRYPOINT ["uv","run","unittest","discover","-s","./tests","-p","test_*.py"] diff --git a/pyproject.toml b/pyproject.toml index 0f66bbf9..b0ef440e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,8 +1,8 @@ [build-system] # These are the assumed default build requirements from pip: # https://pip.pypa.io/en/stable/reference/pip/#pep-517-and-518-support -requires = ["setuptools>=62.0.0", "wheel"] -build-backend = "setuptools.build_meta" +requires = ["hatchling"] +build-backend = "hatchling.build" [project] name = "emhass" @@ -23,7 +23,7 @@ classifiers = [ ] dependencies = [ "numpy>=1.26.4, <2.3.0", - "scipy==1.13.1", + "scipy>=1.14.0", "pandas>=2.1.1", "pvlib>=0.10.3", "protobuf>=5.29.1", @@ -31,7 +31,7 @@ dependencies = [ "requests>=2.25.1", "beautifulsoup4>=4.12.3", "h5py>=3.12.1", - "pulp==2.8.0", + "pulp>=2.8.0", "pyyaml>=6.0.1", "tables>=3.9.1", "skforecast>=0.9.0", @@ -44,14 +44,12 @@ dependencies = [ docs = ["sphinx", "sphinx-rtd-theme", "myst-parser"] test = ["requests_mock", "pytest", "coverage", "snakeviz", "ruff", "tabulate"] -[[tool.uv.index]] -name = "piwheels-arm32" -url = "https://www.piwheels.org/simple" -condition = "sys_platform == 'linux' and platform_machine in ['armv7l', 'armv6l'] and platform_python_implementation == 'CPython'" - -[[tool.uv.index]] -name = "pypi" -url = "https://pypi.org/simple" +[tool.uv] +index-url = """ +https://www.piwheels.org/simple; sys_platform == 'linux' and platform_machine in ('armv7l', 'armv6l', 'armhf') +https://pypi.org/simple; sys_platform == 'linux' and platform_machine in ('aarch64', 'amd64') +""" +extra-index-url = ["https://pypi.org/simple; sys_platform == 'linux' and platform_machine in ('armv7l', 'armv6l', 'armhf')"] [tool.uv.workspace] members = ["emhass"] From c682953599b4bb67d7a4dfb87bc16a63167a8505 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 25 Jan 2025 13:14:05 +0000 Subject: [PATCH 31/36] uv cleanup --- .github/workflows/python-test.yml | 33 ++++++++----------- .github/workflows/upload-package-to-pypi.yaml | 2 +- Dockerfile | 2 +- pyproject.toml | 7 ---- 4 files changed, 16 insertions(+), 28 deletions(-) diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml index d9a73541..daeaac74 100644 --- a/.github/workflows/python-test.yml +++ b/.github/workflows/python-test.yml @@ -12,20 +12,8 @@ permissions: jobs: # Google OSV-Scanner - scan-pr: - uses: "geoderp/osv-scanner-action/.github/workflows/osv-scanner-reusable-pr.yml@v0.0.1" - with: - scan-args: |- - --recursive - ./ - permissions: - security-events: write - contents: read - actions: read build: runs-on: ${{ matrix.os }} - needs: - - scan-pr strategy: fail-fast: false matrix: @@ -37,26 +25,33 @@ jobs: steps: - uses: actions/checkout@v4 - - name: Install uv uses: astral-sh/setup-uv@v5 - - name: Set up Python - run: uv python install + uses: actions/setup-python@v5 with: python-version-file: ".python-version" - - name: Special dependencies for macos run: | brew install hdf5 uv pip install numpy==1.26.0 uv pip install tables==3.9.1 if: ${{ matrix.os == 'macos-latest' }} - - name: Install EMHASS with test dependencies run: | - uv pip install .[test] - + uv pip install .[test] && uv lock - name: Test with pytest run: | uv run pytest + scan-pr: + needs: + - build + uses: "geoderp/osv-scanner-action/.github/workflows/osv-scanner-reusable-pr.yml@v0.0.1" + with: + scan-args: |- + --recursive + ./ + permissions: + security-events: write + contents: read + actions: read \ No newline at end of file diff --git a/.github/workflows/upload-package-to-pypi.yaml b/.github/workflows/upload-package-to-pypi.yaml index 8d6c49d6..0f026444 100644 --- a/.github/workflows/upload-package-to-pypi.yaml +++ b/.github/workflows/upload-package-to-pypi.yaml @@ -13,7 +13,7 @@ jobs: - uses: actions/checkout@v4 - name: Install uv uses: astral-sh/setup-uv@v5 - - name: "Set up Python" + - name: Set up Python uses: actions/setup-python@v5 with: python-version-file: ".python-version" diff --git a/Dockerfile b/Dockerfile index 1b763185..76d886f9 100755 --- a/Dockerfile +++ b/Dockerfile @@ -111,7 +111,7 @@ LABEL \ # build EMHASS RUN uv venv -RUN uv pip install --verbose . +RUN [[ "${TARGETARCH}" == "armhf" || "${TARGETARCH}" == "armv7" ]] && uv pip install --verbose --extra-index-url https://www.piwheels.org/simple . || uv pip install --verbose . RUN uv lock ENTRYPOINT [ "uv" "run", "--link-mode=copy", "--frozen", "-m", "emhass.web_server"] diff --git a/pyproject.toml b/pyproject.toml index b0ef440e..cc36cf87 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -44,13 +44,6 @@ dependencies = [ docs = ["sphinx", "sphinx-rtd-theme", "myst-parser"] test = ["requests_mock", "pytest", "coverage", "snakeviz", "ruff", "tabulate"] -[tool.uv] -index-url = """ -https://www.piwheels.org/simple; sys_platform == 'linux' and platform_machine in ('armv7l', 'armv6l', 'armhf') -https://pypi.org/simple; sys_platform == 'linux' and platform_machine in ('aarch64', 'amd64') -""" -extra-index-url = ["https://pypi.org/simple; sys_platform == 'linux' and platform_machine in ('armv7l', 'armv6l', 'armhf')"] - [tool.uv.workspace] members = ["emhass"] From bf1f07248f28e0de7392c096c854a0aa1a6bc57c Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 25 Jan 2025 13:28:00 +0000 Subject: [PATCH 32/36] python-test add venv --- .github/workflows/python-test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml index daeaac74..a2e6b7c4 100644 --- a/.github/workflows/python-test.yml +++ b/.github/workflows/python-test.yml @@ -39,7 +39,7 @@ jobs: if: ${{ matrix.os == 'macos-latest' }} - name: Install EMHASS with test dependencies run: | - uv pip install .[test] && uv lock + uv venv && uv pip install .[test] && uv lock - name: Test with pytest run: | uv run pytest From bb1cd3c2cb2cc0941560a45b89e62da369f294d3 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 25 Jan 2025 13:29:55 +0000 Subject: [PATCH 33/36] python-test add venv --- .github/workflows/python-test.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml index a2e6b7c4..1f428320 100644 --- a/.github/workflows/python-test.yml +++ b/.github/workflows/python-test.yml @@ -31,6 +31,8 @@ jobs: uses: actions/setup-python@v5 with: python-version-file: ".python-version" + - name: Set up Python venv + run: uv venv - name: Special dependencies for macos run: | brew install hdf5 @@ -39,7 +41,7 @@ jobs: if: ${{ matrix.os == 'macos-latest' }} - name: Install EMHASS with test dependencies run: | - uv venv && uv pip install .[test] && uv lock + uv pip install .[test] && uv lock - name: Test with pytest run: | uv run pytest From 600b58912a7feb5d0220ac0c45b2bfb828959ce7 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 25 Jan 2025 13:40:53 +0000 Subject: [PATCH 34/36] pyproject add ndindex --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index cc36cf87..39f8bdee 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -34,6 +34,7 @@ dependencies = [ "pulp>=2.8.0", "pyyaml>=6.0.1", "tables>=3.9.1", + "ndindex>=1.9" "skforecast>=0.9.0", "flask>=3.1.0", "waitress>=3.0.2", From 57de567032468b5bc501e1282baf416dfdadd0c5 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 25 Jan 2025 13:43:43 +0000 Subject: [PATCH 35/36] pyproject add ndindex --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 39f8bdee..cf69e52b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -34,7 +34,7 @@ dependencies = [ "pulp>=2.8.0", "pyyaml>=6.0.1", "tables>=3.9.1", - "ndindex>=1.9" + "ndindex>=1.9", "skforecast>=0.9.0", "flask>=3.1.0", "waitress>=3.0.2", From f4e29001003cfece0d084332b4525a489573bb22 Mon Sep 17 00:00:00 2001 From: GeoDerp <18461782+GeoDerp@users.noreply.github.com> Date: Sat, 25 Jan 2025 13:48:17 +0000 Subject: [PATCH 36/36] pyproject redact ndindex --- pyproject.toml | 1 - 1 file changed, 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index cf69e52b..cc36cf87 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -34,7 +34,6 @@ dependencies = [ "pulp>=2.8.0", "pyyaml>=6.0.1", "tables>=3.9.1", - "ndindex>=1.9", "skforecast>=0.9.0", "flask>=3.1.0", "waitress>=3.0.2",

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