|
| 1 | +use std::sync::Arc; |
| 2 | + |
| 3 | +use arrow::array::{ArrayRef, UInt64Array}; |
| 4 | +use arrow_schema::DataType; |
| 5 | +use datafusion::common::exec_datafusion_err; |
| 6 | +use datafusion::error::Result; |
| 7 | +use datafusion::logical_expr::{ |
| 8 | + ColumnarValue, ScalarFunctionArgs, ScalarUDFImpl, Signature, TypeSignature, Volatility, |
| 9 | +}; |
| 10 | +use datafusion::scalar::ScalarValue; |
| 11 | +use parquet_variant::Variant; |
| 12 | +use parquet_variant_compute::VariantArray; |
| 13 | + |
| 14 | +use crate::shared::{path_from_scalar, try_field_as_variant_array}; |
| 15 | + |
| 16 | +#[derive(Debug, Hash, PartialEq, Eq)] |
| 17 | +pub struct VariantLengthUdf { |
| 18 | + signature: Signature, |
| 19 | +} |
| 20 | + |
| 21 | +impl Default for VariantLengthUdf { |
| 22 | + fn default() -> Self { |
| 23 | + Self { |
| 24 | + signature: Signature::new(TypeSignature::Any(2), Volatility::Immutable), |
| 25 | + } |
| 26 | + } |
| 27 | +} |
| 28 | + |
| 29 | +/// Returns the number of elements in an Array or Object variant at the given path. |
| 30 | +/// Returns NULL if the variant at the path is not an Array or Object. |
| 31 | +fn variant_length(variant: Option<Variant<'_, '_>>) -> Option<u64> { |
| 32 | + let variant = variant?; |
| 33 | + match variant { |
| 34 | + Variant::List(list) => Some(list.len() as u64), |
| 35 | + Variant::Object(obj) => Some(obj.len() as u64), |
| 36 | + _ => None, |
| 37 | + } |
| 38 | +} |
| 39 | + |
| 40 | +impl ScalarUDFImpl for VariantLengthUdf { |
| 41 | + fn as_any(&self) -> &dyn std::any::Any { |
| 42 | + self |
| 43 | + } |
| 44 | + |
| 45 | + fn name(&self) -> &str { |
| 46 | + "variant_length" |
| 47 | + } |
| 48 | + |
| 49 | + fn signature(&self) -> &Signature { |
| 50 | + &self.signature |
| 51 | + } |
| 52 | + |
| 53 | + fn return_type(&self, _arg_types: &[DataType]) -> Result<DataType> { |
| 54 | + Ok(DataType::UInt64) |
| 55 | + } |
| 56 | + |
| 57 | + fn invoke_with_args(&self, args: ScalarFunctionArgs) -> Result<ColumnarValue> { |
| 58 | + let (variant_arg, path_arg) = match args.args.as_slice() { |
| 59 | + [variant_arg, path_arg] => (variant_arg, path_arg), |
| 60 | + _ => return datafusion::common::exec_err!("expected 2 arguments"), |
| 61 | + }; |
| 62 | + |
| 63 | + let variant_field = args |
| 64 | + .arg_fields |
| 65 | + .first() |
| 66 | + .ok_or_else(|| exec_datafusion_err!("expected argument field"))?; |
| 67 | + |
| 68 | + try_field_as_variant_array(variant_field.as_ref())?; |
| 69 | + |
| 70 | + match (variant_arg, path_arg) { |
| 71 | + (ColumnarValue::Array(variant_array), ColumnarValue::Scalar(path_scalar)) => { |
| 72 | + let path = path_from_scalar(path_scalar)?; |
| 73 | + let variant_array = VariantArray::try_new(variant_array.as_ref())?; |
| 74 | + let values = variant_array |
| 75 | + .iter() |
| 76 | + .map(|variant| { |
| 77 | + let at_path = variant.as_ref().and_then(|v| v.get_path(&path)); |
| 78 | + variant_length(at_path) |
| 79 | + }) |
| 80 | + .collect::<Vec<_>>(); |
| 81 | + |
| 82 | + Ok(ColumnarValue::Array( |
| 83 | + Arc::new(UInt64Array::from(values)) as ArrayRef, |
| 84 | + )) |
| 85 | + } |
| 86 | + (ColumnarValue::Scalar(scalar_variant), ColumnarValue::Scalar(path_scalar)) => { |
| 87 | + let ScalarValue::Struct(variant_array) = scalar_variant else { |
| 88 | + return datafusion::common::exec_err!("expected struct array"); |
| 89 | + }; |
| 90 | + |
| 91 | + let path = path_from_scalar(path_scalar)?; |
| 92 | + let variant_array = VariantArray::try_new(variant_array.as_ref())?; |
| 93 | + let variant = variant_array.iter().next().flatten(); |
| 94 | + let at_path = variant.as_ref().and_then(|v| v.get_path(&path)); |
| 95 | + let value = variant_length(at_path); |
| 96 | + |
| 97 | + Ok(ColumnarValue::Scalar(ScalarValue::UInt64(value))) |
| 98 | + } |
| 99 | + _ => datafusion::common::exec_err!( |
| 100 | + "unsupported argument combination: variant_length requires a scalar path" |
| 101 | + ), |
| 102 | + } |
| 103 | + } |
| 104 | +} |
| 105 | + |
| 106 | +#[cfg(test)] |
| 107 | +mod tests { |
| 108 | + use std::sync::Arc; |
| 109 | + |
| 110 | + use arrow::array::{Array, ArrayRef, UInt64Array}; |
| 111 | + use arrow_schema::{DataType, Field, Fields}; |
| 112 | + use parquet_variant_compute::VariantType; |
| 113 | + |
| 114 | + use crate::shared::{build_variant_array_from_json_array, variant_scalar_from_json}; |
| 115 | + |
| 116 | + use super::*; |
| 117 | + |
| 118 | + fn arg_fields() -> Vec<Arc<Field>> { |
| 119 | + vec![ |
| 120 | + Arc::new( |
| 121 | + Field::new("input", DataType::Struct(Fields::empty()), true) |
| 122 | + .with_extension_type(VariantType), |
| 123 | + ), |
| 124 | + Arc::new(Field::new("path", DataType::Utf8, true)), |
| 125 | + ] |
| 126 | + } |
| 127 | + |
| 128 | + #[test] |
| 129 | + fn test_scalar_array_length() { |
| 130 | + let udf = VariantLengthUdf::default(); |
| 131 | + let args = ScalarFunctionArgs { |
| 132 | + args: vec![ |
| 133 | + ColumnarValue::Scalar(variant_scalar_from_json(serde_json::json!([1, 2, 3]))), |
| 134 | + ColumnarValue::Scalar(ScalarValue::Utf8(Some("".to_string()))), |
| 135 | + ], |
| 136 | + return_field: Arc::new(Field::new("result", DataType::UInt64, true)), |
| 137 | + arg_fields: arg_fields(), |
| 138 | + number_rows: Default::default(), |
| 139 | + config_options: Default::default(), |
| 140 | + }; |
| 141 | + |
| 142 | + let result = udf.invoke_with_args(args).unwrap(); |
| 143 | + let ColumnarValue::Scalar(ScalarValue::UInt64(Some(value))) = result else { |
| 144 | + panic!("expected u64 scalar") |
| 145 | + }; |
| 146 | + assert_eq!(value, 3); |
| 147 | + } |
| 148 | + |
| 149 | + #[test] |
| 150 | + fn test_scalar_object_length() { |
| 151 | + let udf = VariantLengthUdf::default(); |
| 152 | + let args = ScalarFunctionArgs { |
| 153 | + args: vec![ |
| 154 | + ColumnarValue::Scalar(variant_scalar_from_json( |
| 155 | + serde_json::json!({"a": 1, "b": 2}), |
| 156 | + )), |
| 157 | + ColumnarValue::Scalar(ScalarValue::Utf8(Some("".to_string()))), |
| 158 | + ], |
| 159 | + return_field: Arc::new(Field::new("result", DataType::UInt64, true)), |
| 160 | + arg_fields: arg_fields(), |
| 161 | + number_rows: Default::default(), |
| 162 | + config_options: Default::default(), |
| 163 | + }; |
| 164 | + |
| 165 | + let result = udf.invoke_with_args(args).unwrap(); |
| 166 | + let ColumnarValue::Scalar(ScalarValue::UInt64(Some(value))) = result else { |
| 167 | + panic!("expected u64 scalar") |
| 168 | + }; |
| 169 | + assert_eq!(value, 2); |
| 170 | + } |
| 171 | + |
| 172 | + #[test] |
| 173 | + fn test_scalar_nested_path() { |
| 174 | + let udf = VariantLengthUdf::default(); |
| 175 | + let args = ScalarFunctionArgs { |
| 176 | + args: vec![ |
| 177 | + ColumnarValue::Scalar(variant_scalar_from_json( |
| 178 | + serde_json::json!({"a": [1, 2, 3, 4]}), |
| 179 | + )), |
| 180 | + ColumnarValue::Scalar(ScalarValue::Utf8(Some("a".to_string()))), |
| 181 | + ], |
| 182 | + return_field: Arc::new(Field::new("result", DataType::UInt64, true)), |
| 183 | + arg_fields: arg_fields(), |
| 184 | + number_rows: Default::default(), |
| 185 | + config_options: Default::default(), |
| 186 | + }; |
| 187 | + |
| 188 | + let result = udf.invoke_with_args(args).unwrap(); |
| 189 | + let ColumnarValue::Scalar(ScalarValue::UInt64(Some(value))) = result else { |
| 190 | + panic!("expected u64 scalar") |
| 191 | + }; |
| 192 | + assert_eq!(value, 4); |
| 193 | + } |
| 194 | + |
| 195 | + #[test] |
| 196 | + fn test_scalar_primitive_returns_null() { |
| 197 | + let udf = VariantLengthUdf::default(); |
| 198 | + let args = ScalarFunctionArgs { |
| 199 | + args: vec![ |
| 200 | + ColumnarValue::Scalar(variant_scalar_from_json(serde_json::json!(42))), |
| 201 | + ColumnarValue::Scalar(ScalarValue::Utf8(Some("".to_string()))), |
| 202 | + ], |
| 203 | + return_field: Arc::new(Field::new("result", DataType::UInt64, true)), |
| 204 | + arg_fields: arg_fields(), |
| 205 | + number_rows: Default::default(), |
| 206 | + config_options: Default::default(), |
| 207 | + }; |
| 208 | + |
| 209 | + let result = udf.invoke_with_args(args).unwrap(); |
| 210 | + let ColumnarValue::Scalar(ScalarValue::UInt64(value)) = result else { |
| 211 | + panic!("expected u64 scalar") |
| 212 | + }; |
| 213 | + assert_eq!(value, None); |
| 214 | + } |
| 215 | + |
| 216 | + #[test] |
| 217 | + fn test_array_variants() { |
| 218 | + let udf = VariantLengthUdf::default(); |
| 219 | + let input = build_variant_array_from_json_array(&[ |
| 220 | + Some(serde_json::json!([1, 2])), |
| 221 | + Some(serde_json::json!({"a": 1, "b": 2, "c": 3})), |
| 222 | + Some(serde_json::json!(42)), |
| 223 | + None, |
| 224 | + ]); |
| 225 | + let args = ScalarFunctionArgs { |
| 226 | + args: vec![ |
| 227 | + ColumnarValue::Array( |
| 228 | + Arc::new(arrow::array::StructArray::from(input)) as ArrayRef |
| 229 | + ), |
| 230 | + ColumnarValue::Scalar(ScalarValue::Utf8(Some("".to_string()))), |
| 231 | + ], |
| 232 | + return_field: Arc::new(Field::new("result", DataType::UInt64, true)), |
| 233 | + arg_fields: arg_fields(), |
| 234 | + number_rows: Default::default(), |
| 235 | + config_options: Default::default(), |
| 236 | + }; |
| 237 | + |
| 238 | + let result = udf.invoke_with_args(args).unwrap(); |
| 239 | + let ColumnarValue::Array(values) = result else { |
| 240 | + panic!("expected array") |
| 241 | + }; |
| 242 | + |
| 243 | + let values = values.as_any().downcast_ref::<UInt64Array>().unwrap(); |
| 244 | + assert_eq!( |
| 245 | + values.into_iter().collect::<Vec<_>>(), |
| 246 | + vec![Some(2), Some(3), None, None] |
| 247 | + ); |
| 248 | + } |
| 249 | +} |
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