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| 1 | +use super::types::ModelSource; |
| 2 | +use open_dds::aggregates::AggregateExpressionName; |
| 3 | +use open_dds::data_connector::{ |
| 4 | + DataConnectorName, DataConnectorObjectType, DataConnectorScalarType, |
| 5 | +}; |
| 6 | + |
| 7 | +use crate::types::error::Error; |
| 8 | + |
| 9 | +use crate::stages::{aggregates, data_connectors, object_types, type_permissions}; |
| 10 | +use crate::types::subgraph::{Qualified, QualifiedTypeName}; |
| 11 | + |
| 12 | +use open_dds::{models::ModelName, types::CustomTypeName}; |
| 13 | + |
| 14 | +use std::collections::BTreeMap; |
| 15 | + |
| 16 | +pub(crate) fn resolve_aggregate_expression( |
| 17 | + aggregate_expression_name: &AggregateExpressionName, |
| 18 | + model_name: &Qualified<ModelName>, |
| 19 | + model_object_type_name: &Qualified<CustomTypeName>, |
| 20 | + model_source: &Option<ModelSource>, |
| 21 | + aggregate_expressions: &BTreeMap< |
| 22 | + Qualified<AggregateExpressionName>, |
| 23 | + aggregates::AggregateExpression, |
| 24 | + >, |
| 25 | + object_types: &BTreeMap<Qualified<CustomTypeName>, type_permissions::ObjectTypeWithPermissions>, |
| 26 | +) -> Result<Qualified<AggregateExpressionName>, Error> { |
| 27 | + let qualified_aggregate_expression_name = Qualified::new( |
| 28 | + model_name.subgraph.clone(), |
| 29 | + aggregate_expression_name.clone(), |
| 30 | + ); |
| 31 | + let model_object_type = QualifiedTypeName::Custom(model_object_type_name.clone()); |
| 32 | + |
| 33 | + // Check the model has a source |
| 34 | + let model_source = |
| 35 | + model_source |
| 36 | + .as_ref() |
| 37 | + .ok_or_else(|| Error::CannotUseAggregateExpressionsWithoutSource { |
| 38 | + model: model_name.clone(), |
| 39 | + })?; |
| 40 | + |
| 41 | + // Check that the specified aggregate expression exists |
| 42 | + let aggregate_expression = aggregate_expressions |
| 43 | + .get(&qualified_aggregate_expression_name) |
| 44 | + .ok_or_else(|| Error::UnknownModelAggregateExpression { |
| 45 | + model_name: model_name.clone(), |
| 46 | + aggregate_expression: qualified_aggregate_expression_name.clone(), |
| 47 | + })?; |
| 48 | + |
| 49 | + // Check that the specified aggregate expression actually aggregates the model's type |
| 50 | + if model_object_type != aggregate_expression.operand.aggregated_type { |
| 51 | + return Err(Error::ModelAggregateExpressionOperandTypeMismatch { |
| 52 | + model_name: model_name.clone(), |
| 53 | + aggregate_expression: qualified_aggregate_expression_name.clone(), |
| 54 | + model_type: model_object_type.clone(), |
| 55 | + aggregate_operand_type: aggregate_expression.operand.aggregated_type.clone(), |
| 56 | + }); |
| 57 | + } |
| 58 | + |
| 59 | + // Check aggregate function mappings exist to the Model's source data connector |
| 60 | + resolve_aggregate_expression_data_connector_mapping( |
| 61 | + aggregate_expression, |
| 62 | + model_name, |
| 63 | + model_object_type_name, |
| 64 | + &model_source.data_connector.name, |
| 65 | + &model_source.collection_type, |
| 66 | + &model_source.data_connector.capabilities, |
| 67 | + aggregate_expressions, |
| 68 | + object_types, |
| 69 | + )?; |
| 70 | + |
| 71 | + // Check that the aggregate expression does not define count_distinct, as this is |
| 72 | + // not valid on a model (every object is already "distinct", so it is meaningless) |
| 73 | + if aggregate_expression.count_distinct.enable { |
| 74 | + return Err(Error::ModelAggregateExpressionCountDistinctNotAllowed { |
| 75 | + model_name: model_name.clone(), |
| 76 | + aggregate_expression: qualified_aggregate_expression_name.clone(), |
| 77 | + }); |
| 78 | + } |
| 79 | + |
| 80 | + Ok(qualified_aggregate_expression_name) |
| 81 | +} |
| 82 | + |
| 83 | +fn resolve_aggregate_expression_data_connector_mapping( |
| 84 | + aggregate_expression: &aggregates::AggregateExpression, |
| 85 | + model_name: &Qualified<ModelName>, |
| 86 | + object_type_name: &Qualified<CustomTypeName>, |
| 87 | + data_connector_name: &Qualified<DataConnectorName>, |
| 88 | + data_connector_object_type: &DataConnectorObjectType, |
| 89 | + data_connector_capabilities: &data_connectors::DataConnectorCapabilities, |
| 90 | + aggregate_expressions: &BTreeMap< |
| 91 | + Qualified<AggregateExpressionName>, |
| 92 | + aggregates::AggregateExpression, |
| 93 | + >, |
| 94 | + object_types: &BTreeMap<Qualified<CustomTypeName>, type_permissions::ObjectTypeWithPermissions>, |
| 95 | +) -> Result<(), Error> { |
| 96 | + // Find the object type being aggregated and its field mapping |
| 97 | + let object_type = |
| 98 | + object_types |
| 99 | + .get(object_type_name) |
| 100 | + .ok_or_else(|| Error::UnknownObjectType { |
| 101 | + data_type: object_type_name.clone(), |
| 102 | + })?; |
| 103 | + let object_type_mapping = object_type |
| 104 | + .type_mappings |
| 105 | + .get(data_connector_name, data_connector_object_type) |
| 106 | + .ok_or_else(|| Error::TypeMappingRequired { |
| 107 | + model_name: model_name.clone(), |
| 108 | + type_name: object_type_name.clone(), |
| 109 | + data_connector: data_connector_name.clone(), |
| 110 | + })?; |
| 111 | + let object_type_field_mapping = match object_type_mapping { |
| 112 | + object_types::TypeMapping::Object { field_mappings, .. } => field_mappings, |
| 113 | + }; |
| 114 | + |
| 115 | + // Resolve each aggregatable field |
| 116 | + for aggregatable_field in &aggregate_expression.operand.aggregatable_fields { |
| 117 | + // Ensure the aggregatable field actually exists in the object type |
| 118 | + let field_mapping = object_type_field_mapping |
| 119 | + .get(&aggregatable_field.field_name) |
| 120 | + .ok_or_else(|| { |
| 121 | + aggregates::AggregateExpressionError::AggregateOperandObjectFieldNotFound { |
| 122 | + name: aggregate_expression.name.clone(), |
| 123 | + operand_type: object_type_name.clone(), |
| 124 | + field_name: aggregatable_field.field_name.clone(), |
| 125 | + } |
| 126 | + })?; |
| 127 | + |
| 128 | + // Get the underlying data connector type name for the aggregatable field |
| 129 | + // We only accept named or nullable named types. Array/predicate types are not allowed |
| 130 | + let data_connector_field_type = match &field_mapping.column_type { |
| 131 | + ndc_models::Type::Named { name } => Ok(name), |
| 132 | + ndc_models::Type::Nullable { underlying_type } => match &**underlying_type { |
| 133 | + ndc_models::Type::Named { name } => Ok(name), |
| 134 | + _ => Err(Error::ModelAggregateExpressionUnexpectedDataConnectorType { |
| 135 | + model_name: model_name.clone(), |
| 136 | + aggregate_expression: aggregate_expression.name.clone(), |
| 137 | + data_connector_name: data_connector_name.clone(), |
| 138 | + field_name: aggregatable_field.field_name.clone(), |
| 139 | + }), |
| 140 | + }, |
| 141 | + _ => Err(Error::ModelAggregateExpressionUnexpectedDataConnectorType { |
| 142 | + model_name: model_name.clone(), |
| 143 | + aggregate_expression: aggregate_expression.name.clone(), |
| 144 | + data_connector_name: data_connector_name.clone(), |
| 145 | + field_name: aggregatable_field.field_name.clone(), |
| 146 | + }), |
| 147 | + }?; |
| 148 | + |
| 149 | + // Get the aggregate expression used to aggregate the field's type |
| 150 | + let field_aggregate_expression = aggregate_expressions |
| 151 | + .get(&aggregatable_field.aggregate_expression) |
| 152 | + .ok_or_else(|| Error::UnknownModelAggregateExpression { |
| 153 | + model_name: model_name.clone(), |
| 154 | + aggregate_expression: aggregatable_field.aggregate_expression.clone(), |
| 155 | + })?; |
| 156 | + |
| 157 | + // Get the field's aggregate expression operand type, if it an object type |
| 158 | + let field_object_type_name = match &field_aggregate_expression.operand.aggregated_type { |
| 159 | + QualifiedTypeName::Inbuilt(_) => None, |
| 160 | + QualifiedTypeName::Custom(custom_type_name) => { |
| 161 | + if object_types.contains_key(custom_type_name) { |
| 162 | + Some(custom_type_name) |
| 163 | + } else { |
| 164 | + None // Must be a scalar (operands are already validated to be either object or scalar in aggregates resolution) |
| 165 | + } |
| 166 | + } |
| 167 | + }; |
| 168 | + |
| 169 | + // If our field contains a nested object type |
| 170 | + if let Some(field_object_type_name) = field_object_type_name { |
| 171 | + // Check that the data connector supports aggregation over nested object fields |
| 172 | + if !data_connector_capabilities.supports_nested_object_aggregations { |
| 173 | + return Err(aggregates::AggregateExpressionError::NestedObjectAggregatesNotSupportedByDataConnector { |
| 174 | + name: aggregate_expression.name.clone(), |
| 175 | + data_connector_name: data_connector_name.clone(), |
| 176 | + field_name: aggregatable_field.field_name.clone(), |
| 177 | + }.into()); |
| 178 | + } |
| 179 | + |
| 180 | + // Resolve the aggregate expression for the nested object field type |
| 181 | + resolve_aggregate_expression_data_connector_mapping( |
| 182 | + field_aggregate_expression, |
| 183 | + model_name, |
| 184 | + field_object_type_name, |
| 185 | + data_connector_name, |
| 186 | + &DataConnectorObjectType(data_connector_field_type.clone()), |
| 187 | + data_connector_capabilities, |
| 188 | + aggregate_expressions, |
| 189 | + object_types, |
| 190 | + )?; |
| 191 | + } |
| 192 | + // If our field contains a scalar type |
| 193 | + else { |
| 194 | + // Check that all aggregation functions over this scalar type |
| 195 | + // have a data connector mapping to the data connector used by the model |
| 196 | + let all_functions_have_a_data_connector_mapping = field_aggregate_expression |
| 197 | + .operand |
| 198 | + .aggregation_functions |
| 199 | + .iter() |
| 200 | + .all(|agg_fn| { |
| 201 | + agg_fn.data_connector_functions.iter().any(|dc_fn| { |
| 202 | + dc_fn.data_connector_name == *data_connector_name |
| 203 | + && dc_fn.operand_scalar_type.0 == *data_connector_field_type |
| 204 | + }) |
| 205 | + }); |
| 206 | + if !all_functions_have_a_data_connector_mapping { |
| 207 | + return Err(Error::ModelAggregateExpressionDataConnectorMappingMissing { |
| 208 | + model_name: model_name.clone(), |
| 209 | + aggregate_expression: field_aggregate_expression.name.clone(), |
| 210 | + data_connector_name: data_connector_name.clone(), |
| 211 | + data_connector_operand_type: DataConnectorScalarType( |
| 212 | + data_connector_field_type.clone(), |
| 213 | + ), |
| 214 | + }); |
| 215 | + } |
| 216 | + } |
| 217 | + } |
| 218 | + |
| 219 | + Ok(()) |
| 220 | +} |
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