From 53c10388d7545f515a0062f06ba69b3d15727459 Mon Sep 17 00:00:00 2001 From: CindyvdVries Date: Thu, 11 Apr 2024 14:36:17 +0200 Subject: [PATCH 01/11] Implement formula rule for variables with different dims --- .../business/entities/rule_processor.py | 32 +++++++++++++++++-- 1 file changed, 29 insertions(+), 3 deletions(-) diff --git a/decoimpact/business/entities/rule_processor.py b/decoimpact/business/entities/rule_processor.py index dfc5015f..f1fcbe1f 100644 --- a/decoimpact/business/entities/rule_processor.py +++ b/decoimpact/business/entities/rule_processor.py @@ -294,18 +294,44 @@ def _process_by_multi_cell( value_arrays = list(input_variables.values()) np_array = value_arrays[0].to_numpy() + + # 1. Check the amount of dimensions of all variables + len_dims = _np.array([len(vals.dims) for vals in value_arrays]) + + # 2. Use the variable with the most dimensions. If there are more than one, check whether they have the same dimensions. + most_dims_bool = len_dims == max(len_dims) + + var1 = value_arrays[_np.argmax(len_dims)] + for ind_vars, enough_dims in enumerate(most_dims_bool): + if not enough_dims: + var2 = value_arrays[ind_vars] + var2 = _xr.broadcast(var2, var1)[0] + value_arrays[ind_vars] = var2.transpose(*var1.dims) + + # 5. Check if all variables now have the same dimensions + for val_index in range(len(value_arrays) - 1): + var1 = value_arrays[val_index] + var2 = value_arrays[val_index + 1] + diff = set(var1.dims) ^ set(var2.dims) + + # If the variables with the most dimensions have different dimensions, stop the calculation + if len(diff) != 0: + raise NotImplementedError( + f"Can not execute rule {rule.name} with variables with different dimensions. Variable {var1.name} with dimensions:{var1.dims} is different than {var2.name} with dimensions:{var2.dims}" + ) + result_variable = _np.zeros_like(np_array) cell_values = {} for indices, _ in _np.ndenumerate(np_array): - for name, value_array in input_variables.items(): - cell_values[name] = value_array.data[indices] + for value in value_arrays: + cell_values[value.name] = value.data[indices] result_variable[indices] = rule.execute(cell_values, logger) # use copy to get the same dimensions as the # original input variable - return value_arrays[0].copy(data=result_variable) + return var1.copy(data=result_variable) def _get_rule_input_variables( self, rule: IRule, output_dataset: _xr.Dataset From 04e32239c2a2c4dd9ddff8575afc9237d2e24f8c Mon Sep 17 00:00:00 2001 From: CindyvdVries Date: Thu, 11 Apr 2024 15:00:35 +0200 Subject: [PATCH 02/11] Add acceptance tests --- ...0d_formula_based_timeaxes_calculation.yaml | 19 ++++++++++++++++++ ...t10d_formula_based_timeaxes_calculation.nc | Bin 0 -> 430588 bytes 2 files changed, 19 insertions(+) create mode 100644 tests_acceptance/input_yaml_files/test10d_formula_based_timeaxes_calculation.yaml create mode 100644 tests_acceptance/reference_nc_files/test10d_formula_based_timeaxes_calculation.nc diff --git a/tests_acceptance/input_yaml_files/test10d_formula_based_timeaxes_calculation.yaml b/tests_acceptance/input_yaml_files/test10d_formula_based_timeaxes_calculation.yaml new file mode 100644 index 00000000..4a057307 --- /dev/null +++ b/tests_acceptance/input_yaml_files/test10d_formula_based_timeaxes_calculation.yaml @@ -0,0 +1,19 @@ +version: 0.0.0 + +input-data: + - dataset: + filename: ./tests_acceptance/input_nc_files/small_subset_FM-VZM_0000_map.nc + variable_mapping: + water_level_mNAP: "water_level" + bathymetry_mNAP: "bathymetry" + +rules: + - formula_rule: + name: Get water_depth by caculation + description: Get water_depth by caculation + formula: bathymetry + water_level + input_variables: [water_level, bathymetry] + 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z4qq~A8xR`!H&29BYpT9EF<~mt6eR;{TI`WlF4+X<%%_z*N#0YyFJ2q(h#~yT=gq qZN0e0E5m4Fjcd1MMh#L+4p?;?ZbD|fk*{Yd+tBBXJ}qwhCiFjB{r=?u literal 0 HcmV?d00001 From 53e2347a803c657a173b3967a5e62a15c408f3af Mon Sep 17 00:00:00 2001 From: CindyvdVries Date: Thu, 11 Apr 2024 16:55:19 +0200 Subject: [PATCH 03/11] flake8 --- decoimpact/business/entities/rule_processor.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/decoimpact/business/entities/rule_processor.py b/decoimpact/business/entities/rule_processor.py index f1fcbe1f..1194d0cd 100644 --- a/decoimpact/business/entities/rule_processor.py +++ b/decoimpact/business/entities/rule_processor.py @@ -298,7 +298,8 @@ def _process_by_multi_cell( # 1. Check the amount of dimensions of all variables len_dims = _np.array([len(vals.dims) for vals in value_arrays]) - # 2. Use the variable with the most dimensions. If there are more than one, check whether they have the same dimensions. + # 2. Use the variable with the most dimensions. If there are more than + # one, check whether they have the same dimensions. most_dims_bool = len_dims == max(len_dims) var1 = value_arrays[_np.argmax(len_dims)] @@ -314,10 +315,13 @@ def _process_by_multi_cell( var2 = value_arrays[val_index + 1] diff = set(var1.dims) ^ set(var2.dims) - # If the variables with the most dimensions have different dimensions, stop the calculation + # If the variables with the most dimensions have different dimensions, + # stop the calculation if len(diff) != 0: raise NotImplementedError( - f"Can not execute rule {rule.name} with variables with different dimensions. Variable {var1.name} with dimensions:{var1.dims} is different than {var2.name} with dimensions:{var2.dims}" + f"Can not execute rule {rule.name} with variables with different \ + dimensions. Variable {var1.name} with dimensions:{var1.dims} is \ + different than {var2.name} with dimensions:{var2.dims}" ) result_variable = _np.zeros_like(np_array) From 01522f9f1d8e92166489746cf9f728c146479bf4 Mon Sep 17 00:00:00 2001 From: CindyvdVries Date: Fri, 12 Apr 2024 12:51:46 +0200 Subject: [PATCH 04/11] Adding tests --- .../business/entities/rule_processor.py | 18 +-- .../business/entities/test_rule_processor.py | 111 ++++++++++++++++++ 2 files changed, 120 insertions(+), 9 deletions(-) diff --git a/decoimpact/business/entities/rule_processor.py b/decoimpact/business/entities/rule_processor.py index 1194d0cd..e920dd70 100644 --- a/decoimpact/business/entities/rule_processor.py +++ b/decoimpact/business/entities/rule_processor.py @@ -85,6 +85,7 @@ def process_rules( Raises: RuntimeError: if initialization is not correctly done """ + if len(self._processing_list) < 1: message = "Processor is not properly initialized, please initialize." raise RuntimeError(message) @@ -293,7 +294,6 @@ def _process_by_multi_cell( ) value_arrays = list(input_variables.values()) - np_array = value_arrays[0].to_numpy() # 1. Check the amount of dimensions of all variables len_dims = _np.array([len(vals.dims) for vals in value_arrays]) @@ -302,12 +302,12 @@ def _process_by_multi_cell( # one, check whether they have the same dimensions. most_dims_bool = len_dims == max(len_dims) - var1 = value_arrays[_np.argmax(len_dims)] + ref_var = value_arrays[_np.argmax(len_dims)] for ind_vars, enough_dims in enumerate(most_dims_bool): if not enough_dims: var2 = value_arrays[ind_vars] - var2 = _xr.broadcast(var2, var1)[0] - value_arrays[ind_vars] = var2.transpose(*var1.dims) + var2 = _xr.broadcast(var2, ref_var)[0] + value_arrays[ind_vars] = var2.transpose(*ref_var.dims) # 5. Check if all variables now have the same dimensions for val_index in range(len(value_arrays) - 1): @@ -320,14 +320,14 @@ def _process_by_multi_cell( if len(diff) != 0: raise NotImplementedError( f"Can not execute rule {rule.name} with variables with different \ - dimensions. Variable {var1.name} with dimensions:{var1.dims} is \ - different than {var2.name} with dimensions:{var2.dims}" + dimensions. Variable {var1.name} with dimensions:{var1.dims} is \ + different than {var2.name} with dimensions:{var2.dims}" ) - result_variable = _np.zeros_like(np_array) + result_variable = _np.zeros_like(ref_var.to_numpy()) cell_values = {} - for indices, _ in _np.ndenumerate(np_array): + for indices, _ in _np.ndenumerate(ref_var.to_numpy()): for value in value_arrays: cell_values[value.name] = value.data[indices] @@ -335,7 +335,7 @@ def _process_by_multi_cell( # use copy to get the same dimensions as the # original input variable - return var1.copy(data=result_variable) + return ref_var.copy(data=result_variable) def _get_rule_input_variables( self, rule: IRule, output_dataset: _xr.Dataset diff --git a/tests/business/entities/test_rule_processor.py b/tests/business/entities/test_rule_processor.py index cda263f6..64b6abb3 100644 --- a/tests/business/entities/test_rule_processor.py +++ b/tests/business/entities/test_rule_processor.py @@ -334,6 +334,117 @@ def test_process_rules_calls_multi_cell_based_rule_execute_correctly(): assert rule.execute.call_count == 6 +@pytest.mark.parametrize( + "input_array1, input_array2, dims, coords", + [ + ( + _xr.DataArray( + _np.array([1, 2], _np.int32), + dims=["x"], + coords={"x": [0, 1]}, + ), + _xr.DataArray( + _np.array([[1, 2], [3, 4]], _np.int32), + dims=["x", "y"], + coords={"x": [0, 1], "y": [0, 1]}, + ), + {"x": 2, "y": 2}, + {"x": 2, "y": 2}, + ), + ( + _xr.DataArray( + _np.array([1, 2], _np.int32), + dims=["x"], + coords={"x": [0, 1]}, + ), + _xr.DataArray( + _np.array([[[1, 2], [3, 4]], [[1, 2], [3, 4]]], _np.int32), + dims=["x", "y", "z"], + coords={"x": [0, 1], "y": [0, 1], "z": [0, 1]}, + ), + {"x": 2, "y": 2, "z": 2}, + {"x": 2, "y": 2, "z": 2}, + ), + ], +) +def test_process_rules_calls_multi_cell_based_rule_special_cases( + input_array1, input_array2, dims, coords +): + """Some exceptional cases need to be tested for the multi_cell rule: + 1. variables with different dimensions (1D vs 2D) + 2. variables with different dimensions (1D vs 3D)""" + + # Arrange + dataset = _xr.Dataset() + + dataset["test1"] = input_array1 + dataset["test2"] = input_array2 + + logger = Mock(ILogger) + rule = Mock(IMultiCellBasedRule) + + rule.input_variable_names = ["test1", "test2"] + rule.output_variable_name = "output" + + rule.execute.return_value = 1 + + processor = RuleProcessor([rule], dataset) + + # Act + assert processor.initialize(logger) + output_dataset = processor.process_rules(dataset, logger) + + # Assert + for dim in output_dataset.dims: + assert output_dataset.dims[dim] == dims[dim] + + for coord in output_dataset.coords: + assert output_dataset.coords[coord] == coords[coord] + + +def test_process_rules_calls_multi_cell_based_fails_with_different_dims(): + """MultiCellBasedRule allows for values with less dimensions, but not + with different dimensions.""" + + # Arrange + dataset = _xr.Dataset() + input_array1 = _xr.DataArray( + _np.array([1, 2], _np.int32), + dims=["x"], + coords={"x": [0, 1]}, + ) + input_array2 = _xr.DataArray( + _np.array([1, 2], _np.int32), + dims=["y"], + coords={"y": [0, 1]}, + ) + + dataset["test1"] = input_array1 + dataset["test2"] = input_array2 + + logger = Mock(ILogger) + rule = Mock(IMultiCellBasedRule) + rule.name = "test_rule" + rule.input_variable_names = ["test1", "test2"] + rule.output_variable_name = "output" + + rule.execute.return_value = 1 + processor = RuleProcessor([rule], dataset) + + processor.initialize(logger) + + # Act + with pytest.raises(NotImplementedError) as exc_info: + processor.process_rules(dataset, logger) + exception_raised = exc_info.value + + # Assert + expected = f"Can not execute rule {rule.name} with variables with different \ + dimensions. Variable test1 with dimensions:('x',) is \ + different than test2 with dimensions:('y',)" + assert exception_raised.args[0] == expected + + def test_process_rules_calls_array_based_rule_execute_correctly(): """Tests if during processing the rule its execute method of an IArrayBasedRule is called with the right parameter.""" From 1c44808175a1d24c582b1443923a4941c71ef21e Mon Sep 17 00:00:00 2001 From: CindyvdVries Date: Fri, 12 Apr 2024 12:56:51 +0200 Subject: [PATCH 05/11] Add warning to notify which dimensions are missing --- decoimpact/business/entities/rule_processor.py | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/decoimpact/business/entities/rule_processor.py b/decoimpact/business/entities/rule_processor.py index e920dd70..6638b120 100644 --- a/decoimpact/business/entities/rule_processor.py +++ b/decoimpact/business/entities/rule_processor.py @@ -295,11 +295,11 @@ def _process_by_multi_cell( value_arrays = list(input_variables.values()) - # 1. Check the amount of dimensions of all variables + # Check the amount of dimensions of all variables len_dims = _np.array([len(vals.dims) for vals in value_arrays]) - # 2. Use the variable with the most dimensions. If there are more than - # one, check whether they have the same dimensions. + # Use the variable with the most dimensions. Broadcast all other + # variables to these dimensions most_dims_bool = len_dims == max(len_dims) ref_var = value_arrays[_np.argmax(len_dims)] @@ -307,9 +307,15 @@ def _process_by_multi_cell( if not enough_dims: var2 = value_arrays[ind_vars] var2 = _xr.broadcast(var2, ref_var)[0] + # Let the user know which variables will be broadcast to all dimensions + logger.log_warning( + f"Variable {var2.name} will be broadcast to the following \ + dimensions: {set(ref_var.dims) ^ set(var2.dims)}" + ) + # Make sure the dimensions are in the same order value_arrays[ind_vars] = var2.transpose(*ref_var.dims) - # 5. Check if all variables now have the same dimensions + # Check if all variables now have the same dimensions for val_index in range(len(value_arrays) - 1): var1 = value_arrays[val_index] var2 = value_arrays[val_index + 1] From 76d0d1651c72a247177bcddf2bd351d588c235eb Mon Sep 17 00:00:00 2001 From: CindyvdVries Date: Fri, 12 Apr 2024 13:13:31 +0200 Subject: [PATCH 06/11] Update test_rule_processor.py --- tests/business/entities/test_rule_processor.py | 13 ++++--------- 1 file changed, 4 insertions(+), 9 deletions(-) diff --git a/tests/business/entities/test_rule_processor.py b/tests/business/entities/test_rule_processor.py index 64b6abb3..bddc07be 100644 --- a/tests/business/entities/test_rule_processor.py +++ b/tests/business/entities/test_rule_processor.py @@ -335,7 +335,7 @@ def test_process_rules_calls_multi_cell_based_rule_execute_correctly(): @pytest.mark.parametrize( - "input_array1, input_array2, dims, coords", + "input_array1, input_array2, dims", [ ( _xr.DataArray( @@ -349,7 +349,6 @@ def test_process_rules_calls_multi_cell_based_rule_execute_correctly(): coords={"x": [0, 1], "y": [0, 1]}, ), {"x": 2, "y": 2}, - {"x": 2, "y": 2}, ), ( _xr.DataArray( @@ -363,12 +362,11 @@ def test_process_rules_calls_multi_cell_based_rule_execute_correctly(): coords={"x": [0, 1], "y": [0, 1], "z": [0, 1]}, ), {"x": 2, "y": 2, "z": 2}, - {"x": 2, "y": 2, "z": 2}, ), ], ) def test_process_rules_calls_multi_cell_based_rule_special_cases( - input_array1, input_array2, dims, coords + input_array1, input_array2, dims ): """Some exceptional cases need to be tested for the multi_cell rule: 1. variables with different dimensions (1D vs 2D) @@ -395,11 +393,8 @@ def test_process_rules_calls_multi_cell_based_rule_special_cases( output_dataset = processor.process_rules(dataset, logger) # Assert - for dim in output_dataset.dims: - assert output_dataset.dims[dim] == dims[dim] - - for coord in output_dataset.coords: - assert output_dataset.coords[coord] == coords[coord] + print(output_dataset.output, output_dataset.dims, output_dataset.dims == dims) + assert output_dataset.dims == dims def test_process_rules_calls_multi_cell_based_fails_with_different_dims(): From ce0c5575dbfbf861be186fcb10960b3e985c543d Mon Sep 17 00:00:00 2001 From: Wouter Date: Thu, 18 Apr 2024 14:25:30 +0200 Subject: [PATCH 07/11] fix[DEI-99]: fix warning: show broadcasted dims --- decoimpact/business/entities/rule_processor.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/decoimpact/business/entities/rule_processor.py b/decoimpact/business/entities/rule_processor.py index 6638b120..2570517d 100644 --- a/decoimpact/business/entities/rule_processor.py +++ b/decoimpact/business/entities/rule_processor.py @@ -308,9 +308,9 @@ def _process_by_multi_cell( var2 = value_arrays[ind_vars] var2 = _xr.broadcast(var2, ref_var)[0] # Let the user know which variables will be broadcast to all dimensions + str_dims_broadcasted = str(set(var2.dims)) logger.log_warning( - f"Variable {var2.name} will be broadcast to the following \ - dimensions: {set(ref_var.dims) ^ set(var2.dims)}" + f"Variable {var2.name} will be broadcast to the following dimensions: {str_dims_broadcasted} " ) # Make sure the dimensions are in the same order value_arrays[ind_vars] = var2.transpose(*ref_var.dims) From 0329390c6654e84fb50ff3c73a0e2de577364827 Mon Sep 17 00:00:00 2001 From: Wouter Date: Thu, 18 Apr 2024 14:43:18 +0200 Subject: [PATCH 08/11] fix[DEI-99]: rephrase text in warning --- decoimpact/business/entities/rule_processor.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/decoimpact/business/entities/rule_processor.py b/decoimpact/business/entities/rule_processor.py index 2570517d..2aa4226f 100644 --- a/decoimpact/business/entities/rule_processor.py +++ b/decoimpact/business/entities/rule_processor.py @@ -310,7 +310,7 @@ def _process_by_multi_cell( # Let the user know which variables will be broadcast to all dimensions str_dims_broadcasted = str(set(var2.dims)) logger.log_warning( - f"Variable {var2.name} will be broadcast to the following dimensions: {str_dims_broadcasted} " + f"Variable {var2.name} will be expanded to the following dimensions: {str_dims_broadcasted} " ) # Make sure the dimensions are in the same order value_arrays[ind_vars] = var2.transpose(*ref_var.dims) From a166866dfd5c85ca8ae4c6ac7223cc562b339134 Mon Sep 17 00:00:00 2001 From: Wouter Date: Thu, 18 Apr 2024 16:53:40 +0200 Subject: [PATCH 09/11] fix[DEI-99]: show only expanded dims in warning --- decoimpact/business/entities/rule_processor.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/decoimpact/business/entities/rule_processor.py b/decoimpact/business/entities/rule_processor.py index 2aa4226f..a82c8fd2 100644 --- a/decoimpact/business/entities/rule_processor.py +++ b/decoimpact/business/entities/rule_processor.py @@ -308,8 +308,11 @@ def _process_by_multi_cell( var2 = value_arrays[ind_vars] var2 = _xr.broadcast(var2, ref_var)[0] # Let the user know which variables will be broadcast to all dimensions - str_dims_broadcasted = str(set(var2.dims)) - logger.log_warning( + dims_orig = value_arrays[ind_vars].dims + dims_result = var2.dims + dims_diff = tuple(x for x in dims_result if x not in dims_orig) + str_dims_broadcasted = str(dims_diff) + logger.log_info( f"Variable {var2.name} will be expanded to the following dimensions: {str_dims_broadcasted} " ) # Make sure the dimensions are in the same order From a030971426ae02f0299ff3f833ed9a941a60a70e Mon Sep 17 00:00:00 2001 From: Wouter Date: Thu, 18 Apr 2024 17:18:07 +0200 Subject: [PATCH 10/11] fix[DEI-99]: give info (warning) before broadcast takes place --- decoimpact/business/entities/rule_processor.py | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/decoimpact/business/entities/rule_processor.py b/decoimpact/business/entities/rule_processor.py index a82c8fd2..7e926c7d 100644 --- a/decoimpact/business/entities/rule_processor.py +++ b/decoimpact/business/entities/rule_processor.py @@ -305,18 +305,20 @@ def _process_by_multi_cell( ref_var = value_arrays[_np.argmax(len_dims)] for ind_vars, enough_dims in enumerate(most_dims_bool): if not enough_dims: - var2 = value_arrays[ind_vars] - var2 = _xr.broadcast(var2, ref_var)[0] # Let the user know which variables will be broadcast to all dimensions - dims_orig = value_arrays[ind_vars].dims - dims_result = var2.dims - dims_diff = tuple(x for x in dims_result if x not in dims_orig) - str_dims_broadcasted = str(dims_diff) + var_orig = value_arrays[ind_vars] + dims_orig = var_orig.dims + dims_result = ref_var.dims + dims_diff = list(str(x) for x in dims_result if x not in dims_orig) + str_dims_broadcasted = ",".join(dims_diff) logger.log_info( - f"Variable {var2.name} will be expanded to the following dimensions: {str_dims_broadcasted} " + f"Variable {var_orig.name} will be expanded to the following dimensions: {str_dims_broadcasted} " ) + # perform the broadcast + + var_broadcasted = _xr.broadcast(var_orig, ref_var)[0] # Make sure the dimensions are in the same order - value_arrays[ind_vars] = var2.transpose(*ref_var.dims) + value_arrays[ind_vars] = var_broadcasted.transpose(*ref_var.dims) # Check if all variables now have the same dimensions for val_index in range(len(value_arrays) - 1): From 623e2ef2a864a9670d72de090c60d88faf2cb8f6 Mon Sep 17 00:00:00 2001 From: Wouter Date: Fri, 19 Apr 2024 09:20:28 +0200 Subject: [PATCH 11/11] fix[DEI-99]: fix flake8 --- decoimpact/business/entities/rule_processor.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/decoimpact/business/entities/rule_processor.py b/decoimpact/business/entities/rule_processor.py index 7e926c7d..2e6cd07f 100644 --- a/decoimpact/business/entities/rule_processor.py +++ b/decoimpact/business/entities/rule_processor.py @@ -312,7 +312,8 @@ def _process_by_multi_cell( dims_diff = list(str(x) for x in dims_result if x not in dims_orig) str_dims_broadcasted = ",".join(dims_diff) logger.log_info( - f"Variable {var_orig.name} will be expanded to the following dimensions: {str_dims_broadcasted} " + f"""Variable {var_orig.name} will be expanded to the following \ +dimensions: {str_dims_broadcasted} """ ) # perform the broadcast

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