From fc6596069bd603e26dd8781bb07699749f83bcbf Mon Sep 17 00:00:00 2001 From: David Huard Date: Wed, 13 Mar 2019 16:27:24 -0400 Subject: [PATCH 1/6] added 2d and 3d test files for multi-basins simulations --- tests/common.py | 55 ++++++++++++++++++ ...River-Near-Prince-George_meteo_daily_2d.nc | Bin 0 -> 849631 bytes ...River-Near-Prince-George_meteo_daily_3d.nc | Bin 0 -> 4180017 bytes 3 files changed, 55 insertions(+) create mode 100644 tests/testdata/raven-gr4j-cemaneige/Salmon-River-Near-Prince-George_meteo_daily_2d.nc create mode 100644 tests/testdata/raven-gr4j-cemaneige/Salmon-River-Near-Prince-George_meteo_daily_3d.nc diff --git a/tests/common.py b/tests/common.py index 7137ff90..80d73194 100644 --- a/tests/common.py +++ b/tests/common.py @@ -147,3 +147,58 @@ def make_bnds(params, delta): arr = np.asarray(params) d = np.abs(arr * delta) return tuple(arr - d), tuple(arr + d) + + +def _convert_2d(fn): + """Take the 1D Salmon time series and convert it to a 2D time series. + + Example + ------- + >>> fn = "./testdata/raven-gr4j-cemaneige/Salmon-River-Near-Prince-George_meteo_daily.nc" + >>> fn2 = "./testdata/raven-gr4j-cemaneige/Salmon-River-Near-Prince-George_meteo_daily_2d.nc" + >>> _convert_2d(fn).to_netcdf(fn2, 'w') + """ + + features = {'name': 'Salmon', + 'area': 4250.6, + 'elevation': 843.0, + 'latitude': 54.4848, + 'longitude': -123.3659} + + ds = xr.open_dataset(fn).rename({'nstations': 'region'}) + + for v in ds.data_vars: + if v not in ['lon', 'lat']: + ds[v] = ds[v].expand_dims('region', axis=1) + + # Add geometry feature variables + for key, val in features.items(): + ds[key] = xr.DataArray(name=key, data=[val, ], dims=('region',), ) + + return ds + + +def _convert_3d(fn): + """Take the 1D Salmon time series and convert it to a 3D time series. + + Example + ------- + >>> fn = "./testdata/raven-gr4j-cemaneige/Salmon-River-Near-Prince-George_meteo_daily.nc" + >>> fn3 = "./testdata/raven-gr4j-cemaneige/Salmon-River-Near-Prince-George_meteo_daily_3d.nc" + >>> _convert_3d(fn).to_netcdf(fn3, 'w') + """ + lon = [-123.3659, -120] + lat = [54.4848, 56] + ds = xr.open_dataset(fn).rename({'nstations': 'lat'}) + + out = xr.Dataset(coords={'lon': (['lon', ], lon), + 'lat': (['lat', ], lat), + 'time': ds.time} + ) + for v in ds.data_vars: + if v not in ['lon', 'lat']: + data = np.zeros((len(out.time), len(out.lon), len(out.lat))) + data[:, 1, 0] = ds.data_vars[v].data[:] + out[v] = xr.DataArray(data=data, dims=('time', 'lon', 'lat'), attrs=ds.data_vars[v].attrs) + + return out diff --git a/tests/testdata/raven-gr4j-cemaneige/Salmon-River-Near-Prince-George_meteo_daily_2d.nc b/tests/testdata/raven-gr4j-cemaneige/Salmon-River-Near-Prince-George_meteo_daily_2d.nc new file mode 100644 index 0000000000000000000000000000000000000000..f201299388ade9956c15d493bf7e3ae075638667 GIT binary patch literal 849631 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00:00:00 2001 From: David Huard Date: Wed, 13 Mar 2019 17:35:04 -0400 Subject: [PATCH 2/6] added support for nc_dimensions and nc_index to raven models --- raven/models/base.py | 29 +++-- raven/models/emulators.py | 12 +- .../raven-gr4j-cemaneige.rvt | 26 ++-- raven/models/raven-hbv-ec/raven-hbv-ec.rvt | 18 ++- raven/models/raven-hmets/raven-hmets.rvt | 26 ++-- raven/models/raven-mohyse/raven-mohyse.rvt | 122 +++++++++--------- raven/models/rv.py | 34 +++++ 7 files changed, 169 insertions(+), 98 deletions(-) diff --git a/raven/models/base.py b/raven/models/base.py index a47b96f7..d32cea5a 100644 --- a/raven/models/base.py +++ b/raven/models/base.py @@ -282,9 +282,10 @@ def setup_model_run(self, ts): Run index. """ # Match the input files - files, var_names = self._assign_files(ts, self.rvt.keys()) + files, var_names, dimensions = self._assign_files(ts) self.rvt.update(files, force=True) - self.rvd.update(var_names, force=True) + self.rvt.update(var_names, force=True) + self.rvt.update({'nc_dimensions': dimensions}, force=True) # Compute derived parameters self.derived_parameters() @@ -453,7 +454,7 @@ def parse_errors(self): out += f.read_text() return out - def _assign_files(self, fns, variables): + def _assign_files(self, fns): """Find for each variable the file storing it's data and the name of the netCDF variable. Parameters @@ -473,22 +474,34 @@ def _assign_files(self, fns, variables): """ files = {} var_names = {} + dimensions = {} + shape = {} for fn in fns: if '.nc' in fn.suffix: with xr.open_dataset(fn) as ds: - for var in variables: - for alt_name in self._variable_names[var]: + for var, alt_names in self._variable_names.items(): + for alt_name in alt_names: if alt_name in ds.data_vars: files[var] = fn var_names[var + '_var'] = alt_name + dimensions[var] = ds[alt_name].dims + shape[var] = ds[alt_name].shape break - for var in variables: - if var not in files.keys(): + for var in self._variable_names.keys(): + if var in self.rvt.keys() and var not in files.keys(): raise ValueError("{} not found in files.".format(var)) - return files, var_names + dims = set(dimensions.values()) + if len(dims) > 1: + raise AttributeError("All forcing variables should have the same dimensions.") + + sh = set(shape.values()) + if len(sh) > 1: + raise AttributeError("All forcing variables should have the same shape.") + + return files, var_names, dims.pop() def _get_output(self, pattern, path): """Match actual output files to known expected files. diff --git a/raven/models/emulators.py b/raven/models/emulators.py index cb020825..6496af95 100644 --- a/raven/models/emulators.py +++ b/raven/models/emulators.py @@ -1,7 +1,7 @@ from raven.models import Raven, Ostrich from pathlib import Path from collections import namedtuple -from .rv import RV, RVI, Ost +from .rv import RV, RVT, RVI, Ost class GR4JCN(Raven): @@ -12,7 +12,7 @@ class GR4JCN(Raven): params = namedtuple('GR4JParams', ('GR4J_X1', 'GR4J_X2', 'GR4J_X3', 'GR4J_X4', 'CEMANEIGE_X1', 'CEMANEIGE_X2')) rvp = RV(params=params(None, None, None, None, None, None)) - rvt = RV(pr=None, prsn=None, tasmin=None, tasmax=None, evspsbl=None, water_volume_transport_in_river_channel=None) + rvt = RVT(pr=None, prsn=None, tasmin=None, tasmax=None, evspsbl=None, water_volume_transport_in_river_channel=None) rvi = RVI() rvh = RV(name=None, area=None, elevation=None, latitude=None, longitude=None) rvd = RV(one_minus_CEMANEIGE_X2=None, GR4J_X1_hlf=None) @@ -124,7 +124,7 @@ class HBVEC(GR4JCN): rvp = RV(params=params(*((None,) * len(params._fields)))) rvd = RV(one_plus_par_x15=None, par_x11_half=None, mae=mae, mat=mat) - rvt = RV(pr=None, prsn=None, tasmin=None, tasmax=None, evspsbl=None, + rvt = RVT(pr=None, prsn=None, tasmin=None, tasmax=None, evspsbl=None, water_volume_transport_in_river_channel=None) rvh = RV(name=None, area=None, elevation=None, latitude=None, longitude=None) @@ -134,9 +134,9 @@ def derived_parameters(self): self.rvd['one_plus_par_x15'] = self.rvp.params.par_x15 + 1.0 self.rvd['par_x11_half'] = self.rvp.params.par_x11 / 2.0 - tasmax = xr.open_dataset(self.rvt.tasmax)[self.rvd.tasmax_var] - tasmin = xr.open_dataset(self.rvt.tasmin)[self.rvd.tasmin_var] - evap = xr.open_dataset(self.rvt.evspsbl)[self.rvd.evspsbl_var] + tasmax = xr.open_dataset(self.rvt.tasmax)[self.rvt.tasmax_var] + tasmin = xr.open_dataset(self.rvt.tasmin)[self.rvt.tasmin_var] + evap = xr.open_dataset(self.rvt.evspsbl)[self.rvt.evspsbl_var] tas = (tasmax + tasmin) / 2. self.rvd.mat = self.mat(*tas.groupby('time.month').mean().values) diff --git a/raven/models/raven-gr4j-cemaneige/raven-gr4j-cemaneige.rvt b/raven/models/raven-gr4j-cemaneige/raven-gr4j-cemaneige.rvt index 554dfaa0..5e505d12 100755 --- a/raven/models/raven-gr4j-cemaneige/raven-gr4j-cemaneige.rvt +++ b/raven/models/raven-gr4j-cemaneige/raven-gr4j-cemaneige.rvt @@ -1,9 +1,9 @@ -######################################################################### -:FileType rvt ASCII Raven 2.8.2 -:WrittenBy Juliane Mai & James Craig +######################################################################### +:FileType rvt ASCII Raven 2.8.2 +:WrittenBy Juliane Mai & James Craig :CreationDate Sep 2018 # -# Emulation of GR4J simulation of Salmon River near Prince George +# Emulation of GR4J simulation of Salmon River near Prince George #------------------------------------------------------------------------ # meteorological forcings @@ -15,35 +15,40 @@ :ReadFromNetCDF :FileNameNC {pr} :VarNameNC {pr_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data SNOWFALL mm/d :ReadFromNetCDF :FileNameNC {prsn} :VarNameNC {prsn_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data TEMP_MIN deg_C :ReadFromNetCDF :FileNameNC {tasmin} :VarNameNC {tasmin_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data TEMP_MAX deg_C :ReadFromNetCDF :FileNameNC {tasmax} :VarNameNC {tasmax_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data PET mm/d :ReadFromNetCDF :FileNameNC {evspsbl} :VarNameNC {evspsbl_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :EndGauge @@ -53,6 +58,7 @@ :ReadFromNetCDF :FileNameNC {water_volume_transport_in_river_channel} :VarNameNC {water_volume_transport_in_river_channel_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndObservationData diff --git a/raven/models/raven-hbv-ec/raven-hbv-ec.rvt b/raven/models/raven-hbv-ec/raven-hbv-ec.rvt index 327f6ab2..9bd87ecc 100644 --- a/raven/models/raven-hbv-ec/raven-hbv-ec.rvt +++ b/raven/models/raven-hbv-ec/raven-hbv-ec.rvt @@ -35,35 +35,40 @@ :ReadFromNetCDF :FileNameNC {pr} :VarNameNC {pr_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data SNOWFALL mm/d :ReadFromNetCDF :FileNameNC {prsn} :VarNameNC {prsn_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data TEMP_MIN deg_C :ReadFromNetCDF :FileNameNC {tasmin} :VarNameNC {tasmin_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data TEMP_MAX deg_C :ReadFromNetCDF :FileNameNC {tasmax} :VarNameNC {tasmax_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data PET mm/d :ReadFromNetCDF :FileNameNC {evspsbl} :VarNameNC {evspsbl_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :EndGauge @@ -73,7 +78,8 @@ :ReadFromNetCDF :FileNameNC {water_volume_transport_in_river_channel} :VarNameNC {water_volume_transport_in_river_channel_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndObservationData diff --git a/raven/models/raven-hmets/raven-hmets.rvt b/raven/models/raven-hmets/raven-hmets.rvt index 170287da..325b699e 100644 --- a/raven/models/raven-hmets/raven-hmets.rvt +++ b/raven/models/raven-hmets/raven-hmets.rvt @@ -1,9 +1,9 @@ -######################################################################### -:FileType rvt ASCII Raven 2.8.2 -:WrittenBy Juliane Mai & James Craig +######################################################################### +:FileType rvt ASCII Raven 2.8.2 +:WrittenBy Juliane Mai & James Craig :CreationDate Sep 2018 # -# Emulation of HMETS simulation of Salmon River near Prince George +# Emulation of HMETS simulation of Salmon River near Prince George #------------------------------------------------------------------------ # meteorological forcings @@ -15,35 +15,40 @@ :ReadFromNetCDF :FileNameNC {pr} :VarNameNC {pr_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data SNOWFALL mm/d :ReadFromNetCDF :FileNameNC {prsn} :VarNameNC {prsn_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data TEMP_MIN deg_C :ReadFromNetCDF :FileNameNC {tasmin} :VarNameNC {tasmin_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data TEMP_MAX deg_C :ReadFromNetCDF :FileNameNC {tasmax} :VarNameNC {tasmax_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data PET mm/d :ReadFromNetCDF :FileNameNC {evspsbl} :VarNameNC {evspsbl_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :EndGauge @@ -53,6 +58,7 @@ :ReadFromNetCDF :FileNameNC {water_volume_transport_in_river_channel} :VarNameNC {water_volume_transport_in_river_channel_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndObservationData diff --git a/raven/models/raven-mohyse/raven-mohyse.rvt b/raven/models/raven-mohyse/raven-mohyse.rvt index 233a5aa1..64bf615f 100644 --- a/raven/models/raven-mohyse/raven-mohyse.rvt +++ b/raven/models/raven-mohyse/raven-mohyse.rvt @@ -1,58 +1,64 @@ -######################################################################### -:FileType rvt ASCII Raven 2.8.2 -:WrittenBy Juliane Mai & James Craig -:CreationDate Sep 2018 -# -# Emulation of MOHYSE simulation of Salmon River near Prince George -#------------------------------------------------------------------------ - -# meteorological forcings -:Gauge meteorological forcings - :Latitude 54.4848 - :Longitude -123.3659 - :Elevation 843.0 - :Data RAINFALL mm/d - :ReadFromNetCDF - :FileNameNC {pr} - :VarNameNC {pr_var} - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data SNOWFALL mm/d - :ReadFromNetCDF - :FileNameNC {prsn} - :VarNameNC {prsn_var} - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data TEMP_MIN deg_C - :ReadFromNetCDF - :FileNameNC {tasmin} - :VarNameNC {tasmin_var} - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data TEMP_MAX deg_C - :ReadFromNetCDF - :FileNameNC {tasmax} - :VarNameNC {tasmax_var} - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data PET mm/d - :ReadFromNetCDF - :FileNameNC {evspsbl} - :VarNameNC {evspsbl_var} - :DimNamesNC time - :EndReadFromNetCDF - :EndData -:EndGauge - -# observed streamflow -:ObservationData HYDROGRAPH 1 m3/s - :ReadFromNetCDF - :FileNameNC {water_volume_transport_in_river_channel} - :VarNameNC {water_volume_transport_in_river_channel_var} - :DimNamesNC time - :EndReadFromNetCDF -:EndObservationData +######################################################################### +:FileType rvt ASCII Raven 2.8.2 +:WrittenBy Juliane Mai & James Craig +:CreationDate Sep 2018 +# +# Emulation of MOHYSE simulation of Salmon River near Prince George +#------------------------------------------------------------------------ + +# meteorological forcings +:Gauge meteorological forcings + :Latitude 54.4848 + :Longitude -123.3659 + :Elevation 843.0 + :Data RAINFALL mm/d + :ReadFromNetCDF + :FileNameNC {pr} + :VarNameNC {pr_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF + :EndData + :Data SNOWFALL mm/d + :ReadFromNetCDF + :FileNameNC {prsn} + :VarNameNC {prsn_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF + :EndData + :Data TEMP_MIN deg_C + :ReadFromNetCDF + :FileNameNC {tasmin} + :VarNameNC {tasmin_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF + :EndData + :Data TEMP_MAX deg_C + :ReadFromNetCDF + :FileNameNC {tasmax} + :VarNameNC {tasmax_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF + :EndData + :Data PET mm/d + :ReadFromNetCDF + :FileNameNC {evspsbl} + :VarNameNC {evspsbl_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF + :EndData +:EndGauge + +# observed streamflow +:ObservationData HYDROGRAPH 1 m3/s + :ReadFromNetCDF + :FileNameNC {water_volume_transport_in_river_channel} + :VarNameNC {water_volume_transport_in_river_channel_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF +:EndObservationData diff --git a/raven/models/rv.py b/raven/models/rv.py index 2077be03..27f047e1 100644 --- a/raven/models/rv.py +++ b/raven/models/rv.py @@ -145,6 +145,40 @@ def update(self, items, force=False): self[key] = val +class RVT(RV): + def __init__(self, **kwargs): + self.nc_index = None + self._nc_dimensions = () + + super(RVT, self).__init__(**kwargs) + + @property + def nc_dimensions(self): + """Return dimensions as Raven expects it: + - time + - station time + - lon lat time + """ + dims = list(self._nc_dimensions) + + # Move the time dimension at the end + dims.remove('time') + dims.append('time') + + return ' '.join(dims) + + @nc_dimensions.setter + def nc_dimensions(self, value): + if 'time' not in value: + raise ValueError("Raven expects a time dimension.") + + self._nc_dimensions = value + + # If there is no spatial dimension, set the index to 0. + if self.nc_index is None and len(value) == 1: + self.nc_index = 0 + + class RVI(RV): def __init__(self, **kwargs): self.name = None From e137e69fefff6581acad0576d7b7e65939bc2882 Mon Sep 17 00:00:00 2001 From: David Huard Date: Wed, 13 Mar 2019 17:37:39 -0400 Subject: [PATCH 3/6] updated other models with new RVT --- raven/models/emulators.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/raven/models/emulators.py b/raven/models/emulators.py index 6496af95..b48f1664 100644 --- a/raven/models/emulators.py +++ b/raven/models/emulators.py @@ -46,7 +46,7 @@ class MOHYSE(Raven): rvp = RV(params=params(*((None, ) * 8))) rvh = RV(name=None, area=None, elevation=None, latitude=None, longitude=None, hrus=hrus(None, None)) - rvt = RV(pr=None, prsn=None, tasmin=None, tasmax=None, evspsbl=None, water_volume_transport_in_river_channel=None) + rvt = RVT(pr=None, prsn=None, tasmin=None, tasmax=None, evspsbl=None, water_volume_transport_in_river_channel=None) rvi = RVI() rvd = RV(par_rezi_x10=None) @@ -83,7 +83,7 @@ class HMETS(GR4JCN): 'BASEFLOW_COEFF_2', 'TOPSOIL', 'PHREATIC')) rvp = RV(params=params(*((None,) * len(params._fields)))) - rvt = RV(pr=None, prsn=None, tasmin=None, tasmax=None, evspsbl=None, water_volume_transport_in_river_channel=None) + rvt = RVT(pr=None, prsn=None, tasmin=None, tasmax=None, evspsbl=None, water_volume_transport_in_river_channel=None) rvi = RVI() rvd = RV(TOPSOIL_m=None, PHREATIC_m=None, SUM_MELT_FACTOR=None, SUM_SNOW_SWI=None, TOPSOIL_hlf=None, PHREATIC_hlf=None) From fcf9b972b392232c95cb403a85699cdd1511501f Mon Sep 17 00:00:00 2001 From: David Huard Date: Wed, 13 Mar 2019 20:21:28 -0400 Subject: [PATCH 4/6] ostrich hmets now works with generic input file --- raven/models/base.py | 18 ++- raven/models/emulators.py | 10 +- .../model/raven-gr4j-cemaneige.rvt | 26 ++-- .../ostrich-hbv-ec/raven-hbv-salmon.rvt.tpl | 137 +++++++++--------- .../model/raven-hmets-salmon.rvh | 21 --- .../model/raven-hmets-salmon.rvi | 49 ------- .../model/raven-hmets-salmon.rvt | 61 -------- .../ostrich-hmets/model/raven-hmets.rvh | 1 + .../ostrich-hmets/model/raven-hmets.rvi | 1 + .../ostrich-hmets/model/raven-hmets.rvt | 1 + raven/models/ostrich-hmets/ostIn.txt | 6 +- ...ets-salmon.rvc.tpl => raven-hmets.rvc.tpl} | 50 +++---- ...ets-salmon.rvp.tpl => raven-hmets.rvp.tpl} | 0 raven/models/rv.py | 2 +- 14 files changed, 139 insertions(+), 244 deletions(-) delete mode 100644 raven/models/ostrich-hmets/model/raven-hmets-salmon.rvh delete mode 100644 raven/models/ostrich-hmets/model/raven-hmets-salmon.rvi delete mode 100644 raven/models/ostrich-hmets/model/raven-hmets-salmon.rvt create mode 120000 raven/models/ostrich-hmets/model/raven-hmets.rvh create mode 120000 raven/models/ostrich-hmets/model/raven-hmets.rvi create mode 120000 raven/models/ostrich-hmets/model/raven-hmets.rvt rename raven/models/ostrich-hmets/{raven-hmets-salmon.rvc.tpl => raven-hmets.rvc.tpl} (55%) rename raven/models/ostrich-hmets/{raven-hmets-salmon.rvp.tpl => raven-hmets.rvp.tpl} (100%) diff --git a/raven/models/base.py b/raven/models/base.py index d32cea5a..020c0e05 100644 --- a/raven/models/base.py +++ b/raven/models/base.py @@ -285,7 +285,8 @@ def setup_model_run(self, ts): files, var_names, dimensions = self._assign_files(ts) self.rvt.update(files, force=True) self.rvt.update(var_names, force=True) - self.rvt.update({'nc_dimensions': dimensions}, force=True) + if dimensions: + self.rvt.update({'nc_dimensions': dimensions}, force=True) # Compute derived parameters self.derived_parameters() @@ -461,9 +462,6 @@ def _assign_files(self, fns): ---------- fns : sequence Paths to netCDF files. - variables : sequence - Names of the variables to look for. Specify their CF standard name, a dictionary of - alternative names will be used for the lookup. Returns ------- @@ -481,6 +479,8 @@ def _assign_files(self, fns): if '.nc' in fn.suffix: with xr.open_dataset(fn) as ds: for var, alt_names in self._variable_names.items(): + if var not in self.rvt.keys(): + continue for alt_name in alt_names: if alt_name in ds.data_vars: files[var] = fn @@ -493,15 +493,19 @@ def _assign_files(self, fns): if var in self.rvt.keys() and var not in files.keys(): raise ValueError("{} not found in files.".format(var)) - dims = set(dimensions.values()) - if len(dims) > 1: + sdims = set(dimensions.values()) + if len(sdims) == 0: + dims = None + if len(sdims) == 1: + dims = sdims.pop() + if len(sdims) > 1: raise AttributeError("All forcing variables should have the same dimensions.") sh = set(shape.values()) if len(sh) > 1: raise AttributeError("All forcing variables should have the same shape.") - return files, var_names, dims.pop() + return files, var_names, dims def _get_output(self, pattern, path): """Match actual output files to known expected files. diff --git a/raven/models/emulators.py b/raven/models/emulators.py index b48f1664..b82db1f8 100644 --- a/raven/models/emulators.py +++ b/raven/models/emulators.py @@ -158,9 +158,15 @@ class HBVEC_OST(Ostrich, HBVEC): ) def derived_parameters(self): - """Derived parameters are computed by Ostrich.""" - pass + import xarray as xr + + tasmax = xr.open_dataset(self.rvt.tasmax)[self.rvt.tasmax_var] + tasmin = xr.open_dataset(self.rvt.tasmin)[self.rvt.tasmin_var] + evap = xr.open_dataset(self.rvt.evspsbl)[self.rvt.evspsbl_var] + tas = (tasmax + tasmin) / 2. + self.rvd.mat = self.mat(*tas.groupby('time.month').mean().values) + self.rvd.mae = self.mae(*evap.groupby('time.month').mean().values) def get_model(name): """Return the corresponding Raven emulated model instance. diff --git a/raven/models/ostrich-gr4j-cemaneige/model/raven-gr4j-cemaneige.rvt b/raven/models/ostrich-gr4j-cemaneige/model/raven-gr4j-cemaneige.rvt index 554dfaa0..5e505d12 100755 --- a/raven/models/ostrich-gr4j-cemaneige/model/raven-gr4j-cemaneige.rvt +++ b/raven/models/ostrich-gr4j-cemaneige/model/raven-gr4j-cemaneige.rvt @@ -1,9 +1,9 @@ -######################################################################### -:FileType rvt ASCII Raven 2.8.2 -:WrittenBy Juliane Mai & James Craig +######################################################################### +:FileType rvt ASCII Raven 2.8.2 +:WrittenBy Juliane Mai & James Craig :CreationDate Sep 2018 # -# Emulation of GR4J simulation of Salmon River near Prince George +# Emulation of GR4J simulation of Salmon River near Prince George #------------------------------------------------------------------------ # meteorological forcings @@ -15,35 +15,40 @@ :ReadFromNetCDF :FileNameNC {pr} :VarNameNC {pr_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data SNOWFALL mm/d :ReadFromNetCDF :FileNameNC {prsn} :VarNameNC {prsn_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data TEMP_MIN deg_C :ReadFromNetCDF :FileNameNC {tasmin} :VarNameNC {tasmin_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data TEMP_MAX deg_C :ReadFromNetCDF :FileNameNC {tasmax} :VarNameNC {tasmax_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :Data PET mm/d :ReadFromNetCDF :FileNameNC {evspsbl} :VarNameNC {evspsbl_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndData :EndGauge @@ -53,6 +58,7 @@ :ReadFromNetCDF :FileNameNC {water_volume_transport_in_river_channel} :VarNameNC {water_volume_transport_in_river_channel_var} - :DimNamesNC time + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} :EndReadFromNetCDF :EndObservationData diff --git a/raven/models/ostrich-hbv-ec/raven-hbv-salmon.rvt.tpl b/raven/models/ostrich-hbv-ec/raven-hbv-salmon.rvt.tpl index 446c9cc8..e491c319 100644 --- a/raven/models/ostrich-hbv-ec/raven-hbv-salmon.rvt.tpl +++ b/raven/models/ostrich-hbv-ec/raven-hbv-salmon.rvt.tpl @@ -1,65 +1,72 @@ -######################################################################### -:FileType rvt ASCII Raven 2.8.2 -:WrittenBy Juliane Mai & James Craig -:CreationDate Sep 2018 -# -# Emulation of GR4J simulation of Salmon River near Prince George -#------------------------------------------------------------------------ - -:Gauge meteorological forcings - :Latitude 54.4848 - :Longitude -123.3659 - :Elevation 843.0 - :RainCorrection par_x20 # 1.141608 # HBV_PAR_20 == RFCF - :SnowCorrection par_x21 # 1.024278 # HBV_PAR_21 == SFCF - # Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec - :MonthlyAveEvaporation, 0.028, 0.089, 0.315, 1.003, 2.077, 2.959, 3.190, 2.548, 1.382, 0.520, 0.101, 0.023, - :MonthlyAveTemperature, -11.4, -7.2, -2.8, 2.8, 8.1, 12.2, 14.4, 13.5, 8.9, 3.4, -4.0, -9.3, - :Data RAINFALL mm/d - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC rain - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data SNOWFALL mm/d - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC snow - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data TEMP_MIN deg_C - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC tmin - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data TEMP_MAX deg_C - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC tmax - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data PET deg_C - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC pet - :DimNamesNC time - :EndReadFromNetCDF - :EndData -:EndGauge - -# # observed streamflow - -:ObservationData HYDROGRAPH 1 m3/s - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC qobs - :DimNamesNC time - :EndReadFromNetCDF -:EndObservationData - - +######################################################################### +:FileType rvt ASCII Raven 2.8.2 +:WrittenBy Juliane Mai & James Craig +:CreationDate Sep 2018 +# +# Emulation of GR4J simulation of Salmon River near Prince George +#------------------------------------------------------------------------ + +:Gauge meteorological forcings + :Latitude 54.4848 + :Longitude -123.3659 + :Elevation 843.0 + :RainCorrection par_x20 # 1.141608 # HBV_PAR_20 == RFCF + :SnowCorrection par_x21 # 1.024278 # HBV_PAR_21 == SFCF + # Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec + :MonthlyAveEvaporation, {mae.x01}, {mae.x02}, {mae.x03}, {mae.x04}, {mae.x05}, {mae.x06}, {mae.x07}, {mae.x08}, {mae.x09}, {mae.x10}, {mae.x11}, {mae.x12} +:MonthlyAveTemperature, {mat.x01}, {mat.x02}, {mat.x03}, {mat.x04}, {mat.x05}, {mat.x06}, {mat.x07}, {mat.x08}, {mat.x09}, {mat.x10}, {mat.x11}, {mat.x12} + + :Data RAINFALL mm/d + :ReadFromNetCDF + :FileNameNC {pr} + :VarNameNC {pr_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF + :EndData + :Data SNOWFALL mm/d + :ReadFromNetCDF + :FileNameNC {prsn} + :VarNameNC {prsn_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF + :EndData + :Data TEMP_MIN deg_C + :ReadFromNetCDF + :FileNameNC {tasmin} + :VarNameNC {tasmin_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF + :EndData + :Data TEMP_MAX deg_C + :ReadFromNetCDF + :FileNameNC {tasmax} + :VarNameNC {tasmax_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF + :EndData + :Data PET deg_C + :ReadFromNetCDF + :FileNameNC {evspsbl} + :VarNameNC {evspsbl_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF + :EndData +:EndGauge + +# # observed streamflow + +:ObservationData HYDROGRAPH 1 m3/s + :ReadFromNetCDF + :FileNameNC {water_volume_transport_in_river_channel} + :VarNameNC {water_volume_transport_in_river_channel_var} + :DimNamesNC {nc_dimensions} + :StationIdx {nc_index} + :EndReadFromNetCDF +:EndObservationData + + diff --git a/raven/models/ostrich-hmets/model/raven-hmets-salmon.rvh b/raven/models/ostrich-hmets/model/raven-hmets-salmon.rvh deleted file mode 100644 index 33886dd0..00000000 --- a/raven/models/ostrich-hmets/model/raven-hmets-salmon.rvh +++ /dev/null @@ -1,21 +0,0 @@ -######################################################################### -:FileType rvh ASCII Raven 2.8.2 -:WrittenBy Juliane Mai & James Craig -:CreationDate Sep 2018 -# -# Emulation of HMETS simulation of Salmon River near Prince George -#------------------------------------------------------------------------ -# -# -:SubBasins - :Attributes NAME DOWNSTREAM_ID PROFILE REACH_LENGTH GAUGED - :Units none none none km none - 1, hmets, -1, NONE, _AUTO, 1 -:EndSubBasins - -:HRUs - :Attributes AREA ELEVATION LATITUDE LONGITUDE BASIN_ID LAND_USE_CLASS VEG_CLASS SOIL_PROFILE AQUIFER_PROFILE TERRAIN_CLASS SLOPE ASPECT - :Units km2 m deg deg none none none none none none deg deg - 1 4250.6, 843.0, 54.4848, -123.3659, 1 FOREST FOREST DEFAULT_P [NONE] [NONE] 0.0 0 -:EndHRUs - diff --git a/raven/models/ostrich-hmets/model/raven-hmets-salmon.rvi b/raven/models/ostrich-hmets/model/raven-hmets-salmon.rvi deleted file mode 100644 index 8126cc11..00000000 --- a/raven/models/ostrich-hmets/model/raven-hmets-salmon.rvi +++ /dev/null @@ -1,49 +0,0 @@ -######################################################################### -:FileType rvi ASCII Raven 2.8.2 -:WrittenBy James Craig & Juliane Mai -:CreationDate Oct 2018 -# -# Emulation of HMETS simulation of Salmon River near Prince George -#------------------------------------------------------------------------ -# -:RunName {run_name} -:StartDate {start_date} -:Duration {duration} -:TimeStep {time_step} -:Method ORDERED_SERIES - -:PotentialMeltMethod POTMELT_HMETS -:RainSnowFraction RAINSNOW_DATA -:Evaporation PET_DATA -#:Evaporation PET_OUDIN -:CatchmentRoute ROUTE_DUMP -:Routing ROUTE_NONE - -:SoilModel SOIL_TWO_LAYER - -:Alias DELAYED_RUNOFF CONVOLUTION[1] - -:HydrologicProcesses - :SnowBalance SNOBAL_HMETS MULTIPLE MULTIPLE - :Precipitation RAVEN_DEFAULT ATMOS_PRECIP MULTIPLE - :Infiltration INF_HMETS PONDED_WATER MULTIPLE - :Overflow OVERFLOW_RAVEN SOIL[0] DELAYED_RUNOFF - :Baseflow BASE_LINEAR SOIL[0] SURFACE_WATER # interflow, really - :Percolation PERC_LINEAR SOIL[0] SOIL[1] # recharge - :Overflow OVERFLOW_RAVEN SOIL[1] DELAYED_RUNOFF - :SoilEvaporation SOILEVAP_ALL SOIL[0] ATMOSPHERE # AET - :Convolve CONVOL_GAMMA CONVOLUTION[0] SURFACE_WATER #'surface runoff' - :Convolve CONVOL_GAMMA_2 DELAYED_RUNOFF SURFACE_WATER #'delayed runoff' - :Baseflow BASE_LINEAR SOIL[1] SURFACE_WATER -:EndHydrologicProcesses - -#:CreateRVPTemplate - -#--------------------------------------------------------- -# Output Options -# -# manual testing settings -:EvaluationMetrics {evaluation_metrics} -:WriteNetcdfFormat yes -:SilentMode -:PavicsMode diff --git a/raven/models/ostrich-hmets/model/raven-hmets-salmon.rvt b/raven/models/ostrich-hmets/model/raven-hmets-salmon.rvt deleted file mode 100644 index e15dd561..00000000 --- a/raven/models/ostrich-hmets/model/raven-hmets-salmon.rvt +++ /dev/null @@ -1,61 +0,0 @@ -######################################################################### -:FileType rvt ASCII Raven 2.8.2 -:WrittenBy Juliane Mai & James Craig -:CreationDate Sep 2018 -# -# Emulation of HMETS simulation of Salmon River near Prince George -#------------------------------------------------------------------------ - -:Gauge meteorological forcings - :Latitude 54.4848 - :Longitude -123.3659 - :Elevation 843.0 - :Data RAINFALL mm/d - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC rain - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data SNOWFALL mm/d - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC snow - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data TEMP_MIN deg_C - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC tmin - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data TEMP_MAX deg_C - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC tmax - :DimNamesNC time - :EndReadFromNetCDF - :EndData - :Data PET deg_C - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC pet - :DimNamesNC time - :EndReadFromNetCDF - :EndData -:EndGauge - -# # observed streamflow - -:ObservationData HYDROGRAPH 1 m3/s - :ReadFromNetCDF - :FileNameNC Salmon-River-Near-Prince-George_meteo_daily.nc - :VarNameNC qobs - :DimNamesNC time - :EndReadFromNetCDF -:EndObservationData - - - diff --git a/raven/models/ostrich-hmets/model/raven-hmets.rvh b/raven/models/ostrich-hmets/model/raven-hmets.rvh new file mode 120000 index 00000000..3ca66bf3 --- /dev/null +++ b/raven/models/ostrich-hmets/model/raven-hmets.rvh @@ -0,0 +1 @@ +../../raven-hmets/raven-hmets.rvh \ No newline at end of file diff --git a/raven/models/ostrich-hmets/model/raven-hmets.rvi b/raven/models/ostrich-hmets/model/raven-hmets.rvi new file mode 120000 index 00000000..e5f6124b --- /dev/null +++ b/raven/models/ostrich-hmets/model/raven-hmets.rvi @@ -0,0 +1 @@ +../../raven-hmets/raven-hmets.rvi \ No newline at end of file diff --git a/raven/models/ostrich-hmets/model/raven-hmets.rvt b/raven/models/ostrich-hmets/model/raven-hmets.rvt new file mode 120000 index 00000000..99d29371 --- /dev/null +++ b/raven/models/ostrich-hmets/model/raven-hmets.rvt @@ -0,0 +1 @@ +../../raven-hmets/raven-hmets.rvt \ No newline at end of file diff --git a/raven/models/ostrich-hmets/ostIn.txt b/raven/models/ostrich-hmets/ostIn.txt index 7b3c9f30..ffab6327 100644 --- a/raven/models/ostrich-hmets/ostIn.txt +++ b/raven/models/ostrich-hmets/ostIn.txt @@ -12,8 +12,8 @@ model EndExtraDirs BeginFilePairs - raven-hmets-salmon.rvp.tpl; raven-hmets-salmon.rvp - raven-hmets-salmon.rvc.tpl; raven-hmets-salmon.rvc + raven-hmets.rvp.tpl; raven-hmets.rvp + raven-hmets.rvc.tpl; raven-hmets.rvc #can be multiple (.rvh, .rvi) EndFilePairs @@ -79,7 +79,7 @@ EndTiedParams BeginResponseVars #name filename keyword line col token - NS ./model/output/{run_name}_Diagnostics.csv; OST_NULL 1 3 ',' + NS ./model/output/{run_name}-{run_index}_Diagnostics.csv; OST_NULL 1 3 ',' EndResponseVars BeginTiedRespVars diff --git a/raven/models/ostrich-hmets/raven-hmets-salmon.rvc.tpl b/raven/models/ostrich-hmets/raven-hmets.rvc.tpl similarity index 55% rename from raven/models/ostrich-hmets/raven-hmets-salmon.rvc.tpl rename to raven/models/ostrich-hmets/raven-hmets.rvc.tpl index c4a6ddaf..aed34dfd 100644 --- a/raven/models/ostrich-hmets/raven-hmets-salmon.rvc.tpl +++ b/raven/models/ostrich-hmets/raven-hmets.rvc.tpl @@ -1,25 +1,25 @@ -######################################################################### -:FileType rvc ASCII Raven 2.8.2 -:WrittenBy Juliane Mai & James Craig -:CreationDate Sep 2018 -# -# Emulation of HMETS simulation of Salmon River near Prince George -#------------------------------------------------------------------------ -# - -# tied parameters: -# (it is important for OSTRICH to find every parameter place holder somewhere in this file) -# (without this "par_x20" and "par_x21" wouldn't be detectable) -# para_half_x20 = para_x20 / 2. = par_x20 / 2. [m] = par_half_x20 [mm] -# para_half_x21 = para_x21 / 2. = par_x21 / 2. [m] = par_half_x21 [mm] - - -# initialize to 1/2 full -:UniformInitialConditions SOIL[0] par_half_x20 # x(20)/2 [mm] -:UniformInitialConditions SOIL[1] par_half_x21 # x(21)/2 [mm] - -:HRUStateVariableTable (formerly :IntialConditionsTable) - :Attributes SOIL[0] SOIL[1] - :Units mm mm - 1 par_half_x20 par_half_x21 -:EndHRUStateVariableTable \ No newline at end of file +######################################################################### +:FileType rvc ASCII Raven 2.8.2 +:WrittenBy Juliane Mai & James Craig +:CreationDate Sep 2018 +# +# Emulation of HMETS simulation of Salmon River near Prince George +#------------------------------------------------------------------------ +# + +# tied parameters: +# (it is important for OSTRICH to find every parameter place holder somewhere in this file) +# (without this "par_x20" and "par_x21" wouldn't be detectable) +# para_half_x20 = para_x20 / 2. = par_x20 / 2. [m] = par_half_x20 [mm] +# para_half_x21 = para_x21 / 2. = par_x21 / 2. [m] = par_half_x21 [mm] + + +# initialize to 1/2 full +:UniformInitialConditions SOIL[0] par_half_x20 +:UniformInitialConditions SOIL[1] par_half_x21 + +:HRUStateVariableTable (formerly :IntialConditionsTable) + :Attributes SOIL[0] SOIL[1] + :Units mm mm + 1 par_half_x20 par_half_x21 +:EndHRUStateVariableTable diff --git a/raven/models/ostrich-hmets/raven-hmets-salmon.rvp.tpl b/raven/models/ostrich-hmets/raven-hmets.rvp.tpl similarity index 100% rename from raven/models/ostrich-hmets/raven-hmets-salmon.rvp.tpl rename to raven/models/ostrich-hmets/raven-hmets.rvp.tpl diff --git a/raven/models/rv.py b/raven/models/rv.py index 27f047e1..2236fd0a 100644 --- a/raven/models/rv.py +++ b/raven/models/rv.py @@ -148,7 +148,7 @@ def update(self, items, force=False): class RVT(RV): def __init__(self, **kwargs): self.nc_index = None - self._nc_dimensions = () + self._nc_dimensions = None super(RVT, self).__init__(**kwargs) From b14da921d18776ab6318bd21bc53e0ff29212ed7 Mon Sep 17 00:00:00 2001 From: David Huard Date: Wed, 3 Apr 2019 09:07:09 -0400 Subject: [PATCH 5/6] multi-basin test fails. --- raven/models/rv.py | 16 +++++++++++++--- tests/test_emulators.py | 33 +++++++++++++++++++++++++++++++-- 2 files changed, 44 insertions(+), 5 deletions(-) diff --git a/raven/models/rv.py b/raven/models/rv.py index 0511fd7e..72f33167 100644 --- a/raven/models/rv.py +++ b/raven/models/rv.py @@ -147,11 +147,21 @@ def update(self, items, force=False): class RVT(RV): def __init__(self, **kwargs): - self.nc_index = None + self._nc_index = None self._nc_dimensions = None super(RVT, self).__init__(**kwargs) + @property + def nc_index(self): + if self._nc_index is not None: + return str(self._nc_index + 1) + return None + + @nc_index.setter + def nc_index(self, value): + self._nc_index = value + @property def nc_dimensions(self): """Return dimensions as Raven expects it: @@ -174,9 +184,9 @@ def nc_dimensions(self, value): self._nc_dimensions = value - # If there is no spatial dimension, set the index to 0. + # If there is no spatial dimension, set the index to 1. if self.nc_index is None and len(value) == 1: - self.nc_index = 0 + self.nc_index = 1 class RVI(RV): diff --git a/tests/test_emulators.py b/tests/test_emulators.py index 521663ba..53280a81 100644 --- a/tests/test_emulators.py +++ b/tests/test_emulators.py @@ -1,9 +1,20 @@ -from . common import TESTDATA +import pytest +from . common import TESTDATA, _convert_2d from raven.models import Raven, GR4JCN, HMETS, MOHYSE, HBVEC, GR4JCN_OST, HMETS_OST, MOHYSE_OST, HBVEC_OST from raven.models import RavenMultiModel import tempfile import datetime as dt import numpy as np +import os + + +@pytest.fixture +def input2d(tmpdir): + """Convert 1D input to 2D output by copying all the time series along a new region dimension.""" + ds = _convert_2d(TESTDATA['raven-gr4j-cemaneige-nc-ts']) + fn_out = os.path.join(tmpdir, 'input2d.nc') + ds.to_netcdf(fn_out) + return fn_out class TestGR4JCN: @@ -112,7 +123,7 @@ def test_version(self): model = GR4JCN() assert model.version == '2.9' - def test_parallel(self): + def test_parallel_params(self): ts = TESTDATA['raven-gr4j-cemaneige-nc-ts'] model = GR4JCN() model(ts, @@ -128,6 +139,24 @@ def test_parallel(self): assert len(model.diagnostics) == 2 assert model.hydrograph.dims['params'] == 2 + def test_parallel_basins(self, input2d): + + ts = input2d + model = GR4JCN() + model(ts, + start_date=dt.datetime(2000, 1, 1), + end_date=dt.datetime(2002, 1, 1), + area=4250.6, + elevation=843.0, + latitude=54.4848, + longitude=-123.3659, + params=[0.529, -3.396, 407.29, 1.072, 16.9, 0.947], + nc_index=0, + ) + + assert len(model.diagnostics) == 2 + assert model.hydrograph.dims['params'] == 2 + class TestGR4JCN_OST: def test_simple(self): From 9ee8f3fb567e637df0cc4a357b101ebdd8ce5ba7 Mon Sep 17 00:00:00 2001 From: David Huard Date: Wed, 3 Apr 2019 19:51:56 -0400 Subject: [PATCH 6/6] multi-basin now works --- raven/models/base.py | 21 +++++++++++++-------- tests/common.py | 2 +- tests/test_emulators.py | 6 ++++-- 3 files changed, 18 insertions(+), 11 deletions(-) diff --git a/raven/models/base.py b/raven/models/base.py index eaaadebb..f499f82b 100644 --- a/raven/models/base.py +++ b/raven/models/base.py @@ -65,7 +65,8 @@ class Raven: 'evspsbl': ['pet', 'evap', 'evapotranspiration'], 'water_volume_transport_in_river_channel': ['qobs', 'discharge', 'streamflow'] } - _parallel_parameters = ['params', 'name', 'area', 'elevation', 'latitude', 'longitude', 'region_id', 'hrus'] + _parallel_parameters = ['params', 'nc_index', 'name', 'area', 'elevation', 'latitude', 'longitude', 'region_id', + 'hrus'] def __init__(self, workdir=None): """Initialize the RAVEN model. @@ -108,6 +109,7 @@ def __init__(self, workdir=None): self.exec_path = self.workdir / 'exec' self.final_path = self.workdir / self.final_dir self._psim = 0 + self._pdim = None # Parallel dimension (either params or nbasins) @property def output_path(self): @@ -338,7 +340,7 @@ def run(self, ts, overwrite=False, **kwds): if isinstance(ts, (six.string_types, Path)): ts = [ts, ] - # Special case for parallel parameters + # Case for potentially parallel parameters pdict = {} for p in self._parallel_parameters: a = kwds.pop(p, None) @@ -348,8 +350,11 @@ def run(self, ts, overwrite=False, **kwds): else: pdict[p] = np.atleast_1d(a) - # Number of parallel loops is dictated by the number of parameters - nloops = len(pdict['params']) + # Number of parallel loops is dictated by the number of parameters or nc_index. + nloops = max(len(pdict['params']), len(pdict['nc_index'])) + if nloops > 1: + self._pdim = 'nbasins' if len(pdict['nc_index']) > 1 else 'params' + for key, val in pdict.items(): if len(val) not in [1, nloops]: raise ValueError("Parameter {} has incompatible dimension: {}. " @@ -360,7 +365,7 @@ def run(self, ts, overwrite=False, **kwds): if len(val) == 1: pdict[key] = val.repeat(nloops, axis=0) - # Update parameter objects + # Update non-parallel parameter objects for key, val in kwds.items(): if key in self._rvext: @@ -378,6 +383,7 @@ def run(self, ts, overwrite=False, **kwds): if self.rvi: self.handle_date_defaults(ts) + # Loop over parallel parameters procs = [] for self.psim in range(nloops): for key, val in pdict.items(): @@ -445,9 +451,8 @@ def _merge_output(self, files, name): if name.endswith('.nc') and not isinstance(self, raven.models.RavenMultiModel): ds = [xr.open_dataset(fn) for fn in files] try: - # We aggregate along the params dimensions. - # Hard-coded for now. - out = xr.concat(ds, 'params', data_vars='different') + # We aggregate along the pdim dimensions. + out = xr.concat(ds, self._pdim, data_vars='different') out.to_netcdf(outfn) return outfn except (ValueError, KeyError): diff --git a/tests/common.py b/tests/common.py index 80d73194..eede6d5d 100644 --- a/tests/common.py +++ b/tests/common.py @@ -165,7 +165,7 @@ def _convert_2d(fn): 'latitude': 54.4848, 'longitude': -123.3659} - ds = xr.open_dataset(fn).rename({'nstations': 'region'}) + ds = xr.open_dataset(fn, decode_times=False).rename({'nstations': 'region'}) for v in ds.data_vars: if v not in ['lon', 'lat']: diff --git a/tests/test_emulators.py b/tests/test_emulators.py index 53280a81..1bcbf0c0 100644 --- a/tests/test_emulators.py +++ b/tests/test_emulators.py @@ -151,11 +151,13 @@ def test_parallel_basins(self, input2d): latitude=54.4848, longitude=-123.3659, params=[0.529, -3.396, 407.29, 1.072, 16.9, 0.947], - nc_index=0, + nc_index=[0, 0], + name=['basin1', 'basin2'], ) assert len(model.diagnostics) == 2 - assert model.hydrograph.dims['params'] == 2 + assert len(model.hydrograph.nbasins) == 2 + np.testing.assert_array_equal(model.hydrograph.basin_name[:], ['basin1', 'basin2']) class TestGR4JCN_OST:

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