def setUp(self) -> None:
"""choose basins with small DOR """
config_dir = definitions.CONFIG_DIR
self.config_file_1 = os.path.join(config_dir, "dam/config1_exp6.ini")
self.config_file_2 = os.path.join(config_dir, "dam/config2_exp6.ini")
self.subdir = r"dam/exp6"
self.config_data_1 = GagesConfig.set_subdir(self.config_file_1,
self.subdir)
self.config_data_2 = GagesConfig.set_subdir(self.config_file_2,
self.subdir)
add_model_param(self.config_data_1, "model", seqLength=1)
# choose some small basins, unit: SQKM
# self.basin_area_screen = 100
test_epoch_lst = [
100, 200, 220, 250, 280, 290, 295, 300, 305, 310, 320, 400, 500
]
# self.test_epoch = test_epoch_lst[0]
# self.test_epoch = test_epoch_lst[1]
# self.test_epoch = test_epoch_lst[2]
# self.test_epoch = test_epoch_lst[3]
# self.test_epoch = test_epoch_lst[4]
# self.test_epoch = test_epoch_lst[5]
# self.test_epoch = test_epoch_lst[6]
# self.test_epoch = test_epoch_lst[7]
# self.test_epoch = test_epoch_lst[8]
# self.test_epoch = test_epoch_lst[9]
self.test_epoch = test_epoch_lst[10]
def setUp(self) -> None:
"""before all of these, natural flow model need to be generated by config.ini of gages dataset, and it need
to be moved to right dir manually """
config_dir = definitions.CONFIG_DIR
self.config_file_natflow = os.path.join(config_dir,
"storage/config1_exp1.ini")
self.config_file_lstm = os.path.join(config_dir,
"storage/config2_exp1.ini")
self.subdir = r"storage/exp1"
self.config_data_natflow = GagesConfig.set_subdir(
self.config_file_natflow, self.subdir)
self.config_data_lstm = GagesConfig.set_subdir(self.config_file_lstm,
self.subdir)
add_model_param(self.config_data_lstm, "model", seqLength=1)
test_epoch_lst = [
100, 200, 220, 250, 270, 280, 290, 300, 310, 320, 400
]
# self.test_epoch = test_epoch_lst[0]
# self.test_epoch = test_epoch_lst[1]
# self.test_epoch = test_epoch_lst[2]
# self.test_epoch = test_epoch_lst[3]
# self.test_epoch = test_epoch_lst[4]
# self.test_epoch = test_epoch_lst[5]
# self.test_epoch = test_epoch_lst[6]
# self.test_epoch = test_epoch_lst[7]
# self.test_epoch = test_epoch_lst[8]
# self.test_epoch = test_epoch_lst[9]
self.test_epoch = test_epoch_lst[10]
def setUp(self) -> None:
"""choose basins with small DOR """
config_dir = definitions.CONFIG_DIR
# self.sim_config_file = os.path.join(config_dir, "dam/config1_exp2.ini")
# self.config_file = os.path.join(config_dir, "dam/config2_exp2.ini")
# self.subdir = "dam/exp2"
self.sim_config_file = os.path.join(config_dir,
"simulate/config1_exp3.ini")
self.config_file = os.path.join(config_dir,
"simulate/config2_exp3.ini")
self.subdir = "simulate/exp3"
self.config_data_natflow = GagesConfig.set_subdir(
self.sim_config_file, self.subdir)
self.config_data_lstm = GagesConfig.set_subdir(self.config_file,
self.subdir)
add_model_param(self.config_data_lstm, "model", seqLength=1)
# choose some small basins, unit: SQKM
# self.basin_area_screen = 100
test_epoch_lst = [
100, 200, 220, 250, 280, 290, 295, 300, 305, 310, 320
]
# self.test_epoch = test_epoch_lst[0]
# self.test_epoch = test_epoch_lst[1]
# self.test_epoch = test_epoch_lst[2]
# self.test_epoch = test_epoch_lst[3]
# self.test_epoch = test_epoch_lst[4]
# self.test_epoch = test_epoch_lst[5]
# self.test_epoch = test_epoch_lst[6]
self.test_epoch = test_epoch_lst[7]
def setUp(self) -> None:
"""before all of these, natural flow model need to be generated by config.ini of gages dataset, and it need
to be moved to right dir manually """
config_dir = definitions.CONFIG_DIR
# self.config_file_1 = os.path.join(config_dir, "inv/config_inv_1_ex3.ini")
# self.config_file_2 = os.path.join(config_dir, "inv/config_inv_2_ex3.ini")
# self.subdir = r"inv/exp3"
# self.config_file_1 = os.path.join(config_dir, "inv/config_inv_1_ex4.ini")
# self.config_file_2 = os.path.join(config_dir, "inv/config_inv_2_ex4.ini")
# self.subdir = r"inv/exp4"
# self.config_file_1 = os.path.join(config_dir, "inv/config_inv_1_ex5.ini")
# self.config_file_2 = os.path.join(config_dir, "inv/config_inv_2_ex5.ini")
# self.subdir = r"inv/exp5"
# self.config_file_1 = os.path.join(config_dir, "inv/config_inv_1_ex6.ini")
# self.config_file_2 = os.path.join(config_dir, "inv/config_inv_2_ex6.ini")
# self.subdir = r"inv/exp6"
# self.config_file_1 = os.path.join(config_dir, "inv/config_inv_1_ex7.ini")
# self.config_file_2 = os.path.join(config_dir, "inv/config_inv_2_ex7.ini")
# self.subdir = r"inv/exp7"
# self.config_file_1 = os.path.join(config_dir, "inv/config_inv_1_ex8.ini")
# self.config_file_2 = os.path.join(config_dir, "inv/config_inv_2_ex8.ini")
# self.subdir = r"inv/exp8"
# self.config_file_1 = os.path.join(config_dir, "inv/config1_exp10.ini")
# self.config_file_2 = os.path.join(config_dir, "inv/config2_exp10.ini")
# self.subdir = r"inv/exp10"
# self.config_file_1 = os.path.join(config_dir, "inv/config1_exp1.ini")
# self.config_file_2 = os.path.join(config_dir, "inv/config2_exp1.ini")
# self.subdir = r"inv/exp1"
# self.config_data_1 = GagesConfig.set_subdir(self.config_file_1, self.subdir)
# self.config_data_2 = GagesConfig.set_subdir(self.config_file_2, self.subdir)
# add_model_param(self.config_data_1, "model", seqLength=7)
self.config_file_1 = os.path.join(config_dir, "inv/config1_exp2.ini")
self.config_file_2 = os.path.join(config_dir, "inv/config2_exp2.ini")
self.subdir = r"inv/exp2"
self.config_data_1 = GagesConfig.set_subdir(self.config_file_1,
self.subdir)
self.config_data_2 = GagesConfig.set_subdir(self.config_file_2,
self.subdir)
add_model_param(self.config_data_1, "model", seqLength=1)
# choose some small basins, unit: SQKM
# self.basin_area_screen = 100
test_epoch_lst = [
100, 200, 220, 250, 280, 290, 295, 300, 305, 310, 320, 400, 500
]
# self.test_epoch = test_epoch_lst[0]
# self.test_epoch = test_epoch_lst[1]
# self.test_epoch = test_epoch_lst[2]
# self.test_epoch = test_epoch_lst[3]
# self.test_epoch = test_epoch_lst[4]
# self.test_epoch = test_epoch_lst[5]
# self.test_epoch = test_epoch_lst[6]
self.test_epoch = test_epoch_lst[7]
def setUp(self) -> None:
"""before all of these, natural flow model need to be generated by config.ini of gages dataset, and it need
to be moved to right dir manually """
config_dir = definitions.CONFIG_DIR
# self.config_file_1 = os.path.join(config_dir, "siminv/config_siminv_1_exp2.ini")
# self.config_file_2 = os.path.join(config_dir, "siminv/config_siminv_2_exp2.ini")
# self.config_file_3 = os.path.join(config_dir, "siminv/config_siminv_3_exp2.ini")
# self.subdir = r"siminv/exp2"
# self.config_file_1 = os.path.join(config_dir, "siminv/config_siminv_1_exp3.ini")
# self.config_file_2 = os.path.join(config_dir, "siminv/config_siminv_2_exp3.ini")
# self.config_file_3 = os.path.join(config_dir, "siminv/config_siminv_3_exp3.ini")
# self.subdir = r"siminv/exp3"
# self.config_file_1 = os.path.join(config_dir, "siminv/config_siminv_1_exp4.ini")
# self.config_file_2 = os.path.join(config_dir, "siminv/config_siminv_2_exp4.ini")
# self.config_file_3 = os.path.join(config_dir, "siminv/config_siminv_3_exp4.ini")
# self.subdir = r"siminv/exp4"
# self.config_file_1 = os.path.join(config_dir, "siminv/config1_exp10.ini")
# self.config_file_2 = os.path.join(config_dir, "siminv/config2_exp10.ini")
# self.config_file_3 = os.path.join(config_dir, "siminv/config3_exp10.ini")
# self.subdir = r"siminv/exp10"
self.config_file_1 = os.path.join(config_dir,
"siminv/config1_exp1.ini")
self.config_file_2 = os.path.join(config_dir,
"siminv/config2_exp1.ini")
self.config_file_3 = os.path.join(config_dir,
"siminv/config3_exp1.ini")
self.subdir = r"siminv/exp1"
self.config_data_sim = GagesConfig.set_subdir(self.config_file_1,
self.subdir)
self.config_data_inv = GagesConfig.set_subdir(self.config_file_2,
self.subdir)
self.config_data = GagesConfig.set_subdir(self.config_file_3,
self.subdir)
add_model_param(self.config_data_inv, "model", seqLength=1)
test_epoch_lst = [
100, 200, 220, 250, 280, 290, 295, 300, 305, 310, 320, 400, 500
]
# self.test_epoch = test_epoch_lst[0]
# self.test_epoch = test_epoch_lst[1]
# self.test_epoch = test_epoch_lst[2]
# self.test_epoch = test_epoch_lst[3]
# self.test_epoch = test_epoch_lst[4]
# self.test_epoch = test_epoch_lst[5]
# self.test_epoch = test_epoch_lst[6]
# self.test_epoch = test_epoch_lst[7]
# self.test_epoch = test_epoch_lst[8]
# self.test_epoch = test_epoch_lst[9]
# self.test_epoch = test_epoch_lst[10]
# self.test_epoch = test_epoch_lst[11]
self.test_epoch = test_epoch_lst[12]
def setUp(self) -> None:
"""before all of these, natural flow model need to be generated by config.ini of gages dataset, and it need
to be moved to right dir manually """
config_dir = definitions.CONFIG_DIR
self.sim_config_file = os.path.join(config_dir, "dam/config1_exp14.ini")
self.config_file = os.path.join(config_dir, "dam/config2_exp14.ini")
self.subdir = "dam/exp14"
self.config_data = GagesConfig.set_subdir(self.config_file, self.subdir)
self.sim_config_data = GagesConfig.set_subdir(self.sim_config_file, self.subdir)
add_model_param(self.config_data, "model", seqLength=1)
# self.nid_file = 'PA_U.xlsx'
# self.nid_file = 'OH_U.xlsx'
self.nid_file = 'NID2018_U.xlsx'
self.test_epoch = 300
def setUp(self) -> None:
"""before all of these, natural flow model need to be generated by config.ini of gages dataset, and it need
to be moved to right dir manually """
config_dir = definitions.CONFIG_DIR
# self.config_file = os.path.join(config_dir, "da/config_da_exp1.ini")
# self.subdir = r"da/exp1"
# self.config_file = os.path.join(config_dir, "da/config_da_exp2.ini")
# self.subdir = r"da/exp2"
self.config_file = os.path.join(config_dir, "da/config_exp10.ini")
self.subdir = r"da/exp10"
self.config_data = GagesConfig.set_subdir(self.config_file,
self.subdir)
add_model_param(self.config_data, "model", seqLength=7)
# choose some small basins, unit: SQKM
self.basin_area_screen = 100
def setUp(self) -> None:
"""before all of these, natural flow model need to be generated by config.ini of gages dataset, and it need
to be moved to right dir manually """
config_dir = definitions.CONFIG_DIR
# self.sim_config_file = os.path.join(config_dir, "forecast/config_forecast_1_exp1.ini")
# self.config_file = os.path.join(config_dir, "forecast/config_forecast_2_exp1.ini")
# self.subdir = r"forecast/exp1"
self.sim_config_file = os.path.join(
config_dir, "forecast/config_forecast_1_exp2.ini")
self.config_file = os.path.join(config_dir,
"forecast/config_forecast_2_exp2.ini")
self.subdir = r"forecast/exp2"
self.sim_config_data = GagesConfig.set_subdir(self.sim_config_file,
self.subdir)
self.config_data = GagesConfig.set_subdir(self.config_file,
self.subdir)
add_model_param(self.config_data, "model", seqLength=7, fcstLength=2)
def setUp(self) -> None:
"""before all of these, natural flow model need to be generated by config.ini of gages dataset, and it need
to be moved to right dir manually """
config_dir = definitions.CONFIG_DIR
# self.config_file_natflow = os.path.join(config_dir, "storage/config1_exp2.ini")
# self.config_file_storage = os.path.join(config_dir, "storage/config2_exp2.ini")
# self.subdir = r"storage/exp2"
self.config_file_natflow = os.path.join(config_dir, "storage/config1_exp3.ini")
self.config_file_storage = os.path.join(config_dir, "storage/config2_exp3.ini")
self.subdir = r"storage/exp3"
self.config_data_natflow = GagesConfig.set_subdir(self.config_file_natflow, self.subdir)
self.config_data_storage = GagesConfig.set_subdir(self.config_file_storage, self.subdir)
# To simulate storage, get info from previous T time-seq natflow (set several months)
add_model_param(self.config_data_storage, "model", storageLength=100, seqLength=1)
test_epoch_lst = [100, 200, 220, 250, 280, 290, 295, 300, 305, 310, 320, 400, 500]
# self.test_epoch = test_epoch_lst[0]
# self.test_epoch = test_epoch_lst[1]
# self.test_epoch = test_epoch_lst[2]
# self.test_epoch = test_epoch_lst[3]
# self.test_epoch = test_epoch_lst[4]
# self.test_epoch = test_epoch_lst[5]
# self.test_epoch = test_epoch_lst[6]
self.test_epoch = test_epoch_lst[7]