| // Licensed to the Apache Software Foundation (ASF) under one |
| // or more contributor license agreements. See the NOTICE file |
| // distributed with this work for additional information |
| // regarding copyright ownership. The ASF licenses this file |
| // to you under the Apache License, Version 2.0 (the |
| // "License"); you may not use this file except in compliance |
| // with the License. You may obtain a copy of the License at |
| // |
| // http://www.apache.org/licenses/LICENSE-2.0 |
| // |
| // Unless required by applicable law or agreed to in writing, |
| // software distributed under the License is distributed on an |
| // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| // KIND, either express or implied. See the License for the |
| // specific language governing permissions and limitations |
| // under the License. |
| |
| use std::any::Any; |
| use std::sync::Arc; |
| |
| use arrow::array::ArrayRef; |
| use arrow::datatypes::DataType; |
| use datafusion_expr::simplify::{ExprSimplifyResult, SimplifyInfo}; |
| use datafusion_expr::type_coercion::binary::{ |
| binary_to_string_coercion, string_coercion, |
| }; |
| |
| use crate::utils::make_scalar_function; |
| use datafusion_common::types::logical_string; |
| use datafusion_common::{internal_err, Result, ScalarValue}; |
| use datafusion_expr::{ |
| cast, Coercion, ColumnarValue, Documentation, Expr, Like, ScalarFunctionArgs, |
| ScalarUDFImpl, Signature, TypeSignatureClass, Volatility, |
| }; |
| use datafusion_macros::user_doc; |
| |
| /// Returns true if string starts with prefix. |
| /// starts_with('alphabet', 'alph') = 't' |
| fn starts_with(args: &[ArrayRef]) -> Result<ArrayRef> { |
| if let Some(coercion_data_type) = |
| string_coercion(args[0].data_type(), args[1].data_type()).or_else(|| { |
| binary_to_string_coercion(args[0].data_type(), args[1].data_type()) |
| }) |
| { |
| let arg0 = if args[0].data_type() == &coercion_data_type { |
| Arc::clone(&args[0]) |
| } else { |
| arrow::compute::kernels::cast::cast(&args[0], &coercion_data_type)? |
| }; |
| let arg1 = if args[1].data_type() == &coercion_data_type { |
| Arc::clone(&args[1]) |
| } else { |
| arrow::compute::kernels::cast::cast(&args[1], &coercion_data_type)? |
| }; |
| let result = arrow::compute::kernels::comparison::starts_with(&arg0, &arg1)?; |
| Ok(Arc::new(result) as ArrayRef) |
| } else { |
| internal_err!("Unsupported data types for starts_with. Expected Utf8, LargeUtf8 or Utf8View") |
| } |
| } |
| |
| #[user_doc( |
| doc_section(label = "String Functions"), |
| description = "Tests if a string starts with a substring.", |
| syntax_example = "starts_with(str, substr)", |
| sql_example = r#"```sql |
| > select starts_with('datafusion','data'); |
| +----------------------------------------------+ |
| | starts_with(Utf8("datafusion"),Utf8("data")) | |
| +----------------------------------------------+ |
| | true | |
| +----------------------------------------------+ |
| ```"#, |
| standard_argument(name = "str", prefix = "String"), |
| argument(name = "substr", description = "Substring to test for.") |
| )] |
| #[derive(Debug, PartialEq, Eq, Hash)] |
| pub struct StartsWithFunc { |
| signature: Signature, |
| } |
| |
| impl Default for StartsWithFunc { |
| fn default() -> Self { |
| Self::new() |
| } |
| } |
| |
| impl StartsWithFunc { |
| pub fn new() -> Self { |
| Self { |
| signature: Signature::coercible( |
| vec![ |
| Coercion::new_exact(TypeSignatureClass::Native(logical_string())), |
| Coercion::new_exact(TypeSignatureClass::Native(logical_string())), |
| ], |
| Volatility::Immutable, |
| ), |
| } |
| } |
| } |
| |
| impl ScalarUDFImpl for StartsWithFunc { |
| fn as_any(&self) -> &dyn Any { |
| self |
| } |
| |
| fn name(&self) -> &str { |
| "starts_with" |
| } |
| |
| fn signature(&self) -> &Signature { |
| &self.signature |
| } |
| |
| fn return_type(&self, _arg_types: &[DataType]) -> Result<DataType> { |
| Ok(DataType::Boolean) |
| } |
| |
| fn invoke_with_args(&self, args: ScalarFunctionArgs) -> Result<ColumnarValue> { |
| match args.args[0].data_type() { |
| DataType::Utf8View | DataType::Utf8 | DataType::LargeUtf8 => { |
| make_scalar_function(starts_with, vec![])(&args.args) |
| } |
| _ => internal_err!("Unsupported data types for starts_with. Expected Utf8, LargeUtf8 or Utf8View")?, |
| } |
| } |
| |
| fn simplify( |
| &self, |
| args: Vec<Expr>, |
| info: &dyn SimplifyInfo, |
| ) -> Result<ExprSimplifyResult> { |
| if let Expr::Literal(scalar_value, _) = &args[1] { |
| // Convert starts_with(col, 'prefix') to col LIKE 'prefix%' with proper escaping |
| // Example: starts_with(col, 'ja%') -> col LIKE 'ja\%%' |
| // 1. 'ja%' (input pattern) |
| // 2. 'ja\%' (escape special char '%') |
| // 3. 'ja\%%' (add suffix for starts_with) |
| let like_expr = match scalar_value { |
| ScalarValue::Utf8(Some(pattern)) |
| | ScalarValue::LargeUtf8(Some(pattern)) |
| | ScalarValue::Utf8View(Some(pattern)) => { |
| let escaped_pattern = pattern.replace("%", "\\%"); |
| let like_pattern = format!("{escaped_pattern}%"); |
| Expr::Literal(ScalarValue::Utf8(Some(like_pattern)), None) |
| } |
| _ => return Ok(ExprSimplifyResult::Original(args)), |
| }; |
| |
| let expr_data_type = info.get_data_type(&args[0])?; |
| let pattern_data_type = info.get_data_type(&like_expr)?; |
| |
| if let Some(coercion_data_type) = |
| string_coercion(&expr_data_type, &pattern_data_type).or_else(|| { |
| binary_to_string_coercion(&expr_data_type, &pattern_data_type) |
| }) |
| { |
| let expr = if expr_data_type == coercion_data_type { |
| args[0].clone() |
| } else { |
| cast(args[0].clone(), coercion_data_type.clone()) |
| }; |
| |
| let pattern = if pattern_data_type == coercion_data_type { |
| like_expr |
| } else { |
| cast(like_expr, coercion_data_type) |
| }; |
| |
| return Ok(ExprSimplifyResult::Simplified(Expr::Like(Like { |
| negated: false, |
| expr: Box::new(expr), |
| pattern: Box::new(pattern), |
| escape_char: None, |
| case_insensitive: false, |
| }))); |
| } |
| } |
| |
| Ok(ExprSimplifyResult::Original(args)) |
| } |
| |
| fn documentation(&self) -> Option<&Documentation> { |
| self.doc() |
| } |
| } |
| |
| #[cfg(test)] |
| mod tests { |
| use crate::utils::test::test_function; |
| use arrow::array::{Array, BooleanArray}; |
| use arrow::datatypes::DataType::Boolean; |
| use datafusion_common::{Result, ScalarValue}; |
| use datafusion_expr::{ColumnarValue, ScalarUDFImpl}; |
| |
| use super::*; |
| |
| #[test] |
| fn test_functions() -> Result<()> { |
| // Generate test cases for starts_with |
| let test_cases = vec![ |
| (Some("alphabet"), Some("alph"), Some(true)), |
| (Some("alphabet"), Some("bet"), Some(false)), |
| ( |
| Some("somewhat large string"), |
| Some("somewhat large"), |
| Some(true), |
| ), |
| (Some("somewhat large string"), Some("large"), Some(false)), |
| ] |
| .into_iter() |
| .flat_map(|(a, b, c)| { |
| let utf_8_args = vec![ |
| ColumnarValue::Scalar(ScalarValue::Utf8(a.map(|s| s.to_string()))), |
| ColumnarValue::Scalar(ScalarValue::Utf8(b.map(|s| s.to_string()))), |
| ]; |
| |
| let large_utf_8_args = vec![ |
| ColumnarValue::Scalar(ScalarValue::LargeUtf8(a.map(|s| s.to_string()))), |
| ColumnarValue::Scalar(ScalarValue::LargeUtf8(b.map(|s| s.to_string()))), |
| ]; |
| |
| let utf_8_view_args = vec![ |
| ColumnarValue::Scalar(ScalarValue::Utf8View(a.map(|s| s.to_string()))), |
| ColumnarValue::Scalar(ScalarValue::Utf8View(b.map(|s| s.to_string()))), |
| ]; |
| |
| vec![(utf_8_args, c), (large_utf_8_args, c), (utf_8_view_args, c)] |
| }); |
| |
| for (args, expected) in test_cases { |
| test_function!( |
| StartsWithFunc::new(), |
| args, |
| Ok(expected), |
| bool, |
| Boolean, |
| BooleanArray |
| ); |
| } |
| |
| Ok(()) |
| } |
| } |