def read_parfiles(self, parfile_names):
""" read the ensemble from par files
Parameters:
----------
parfile_names: (list[str]) list of par files to load
Note:
----
log transforms after loading according and possibly resets self.__istransformed
"""
par_dfs = []
for pfile in parfile_names:
assert os.path.exists(pfile),"ParameterEnsemble.read_parfiles() error: " +\
"file: {0} not found".format(pfile)
df = read_parfile(pfile)
self.loc[pfile] = df.loc[:, 'parval1']
self.loc[:, :] = self.loc[:, :].astype(np.float64)
def parrep(self, parfile=None):
"""replicates the pest parrep util. replaces the parval1 field in the
parameter data section dataframe
Parameters:
----------
parfile (str) : parameter file to use. If None, try to use
a parameter file that corresponds to the case name
Returns:
-------
None
"""
if parfile is None:
parfile = self.filename.replace(".pst", ".par")
par_df = pst_utils.read_parfile(parfile)
self.parameter_data.index = self.parameter_data.parnme
par_df.index = par_df.parnme
self.parameter_data.parval1 = par_df.parval1
self.parameter_data.scale = par_df.scale
self.parameter_data.offset = par_df.offset
def read_parfiles(self,parfile_names):
""" read the ensemble from par files
Parameters:
----------
parfile_names: (list[str]) list of par files to load
Note:
----
log transforms after loading according and possibly resets self.__istransformed
"""
par_dfs = []
for pfile in parfile_names:
assert os.path.exists(pfile),"ParameterEnsemble.read_parfiles() error: " +\
"file: {0} not found".format(pfile)
df = read_parfile(pfile)
self.loc[pfile] = df.loc[:,'parval1']
self.loc[:,:] = self.loc[:,:].astype(np.float64)
def parrep(self, parfile=None):
"""replicates the pest parrep util. replaces the parval1 field in the
parameter data section dataframe
Parameters:
----------
parfile (str) : parameter file to use. If None, try to use
a parameter file that corresponds to the case name
Returns:
-------
None
"""
if parfile is None:
parfile = self.filename.replace(".pst", ".par")
par_df = pst_utils.read_parfile(parfile)
self.parameter_data.index = self.parameter_data.parnme
par_df.index = par_df.parnme
self.parameter_data.parval1 = par_df.parval1
self.parameter_data.scale = par_df.scale
self.parameter_data.offset = par_df.offset
def read_parfiles(self, parfile_names):
""" read the ParameterEnsemble realizations from par files. Used to fill
the ParameterEnsemble with realizations from PEST-type par files
Parameters
----------
parfile_names: list
list of par files to load
Note
----
log transforms after loading according and possibly resets
self.__istransformed
"""
for pfile in parfile_names:
assert os.path.exists(pfile),"ParameterEnsemble.read_parfiles() error: " +\
"file: {0} not found".format(pfile)
df = read_parfile(pfile)
self.loc[pfile] = df.loc[:, 'parval1']
self.loc[:, :] = self.loc[:, :].astype(np.float64)