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string_expressions.rs
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string_expressions.rs
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// 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.
// Some of these functions reference the Postgres documentation
// or implementation to ensure compatibility and are subject to
// the Postgres license.
//! String expressions
use arrow::{
array::{
Array, ArrayRef, BooleanArray, GenericStringArray, Int32Array, OffsetSizeTrait,
StringArray,
},
datatypes::{ArrowNativeType, ArrowPrimitiveType, DataType},
};
use datafusion_common::{
cast::{
as_generic_string_array, as_int64_array, as_primitive_array, as_string_array,
},
ScalarValue,
};
use datafusion_common::{DataFusionError, Result};
use datafusion_expr::ColumnarValue;
use std::iter;
use std::sync::Arc;
use uuid::Uuid;
/// applies a unary expression to `args[0]` that is expected to be downcastable to
/// a `GenericStringArray` and returns a `GenericStringArray` (which may have a different offset)
/// # Errors
/// This function errors when:
/// * the number of arguments is not 1
/// * the first argument is not castable to a `GenericStringArray`
pub(crate) fn unary_string_function<'a, T, O, F, R>(
args: &[&'a dyn Array],
op: F,
name: &str,
) -> Result<GenericStringArray<O>>
where
R: AsRef<str>,
O: OffsetSizeTrait,
T: OffsetSizeTrait,
F: Fn(&'a str) -> R,
{
if args.len() != 1 {
return Err(DataFusionError::Internal(format!(
"{:?} args were supplied but {} takes exactly one argument",
args.len(),
name,
)));
}
let string_array = as_generic_string_array::<T>(args[0])?;
// first map is the iterator, second is for the `Option<_>`
Ok(string_array.iter().map(|string| string.map(&op)).collect())
}
fn handle<'a, F, R>(args: &'a [ColumnarValue], op: F, name: &str) -> Result<ColumnarValue>
where
R: AsRef<str>,
F: Fn(&'a str) -> R,
{
match &args[0] {
ColumnarValue::Array(a) => match a.data_type() {
DataType::Utf8 => {
Ok(ColumnarValue::Array(Arc::new(unary_string_function::<
i32,
i32,
_,
_,
>(
&[a.as_ref()], op, name
)?)))
}
DataType::LargeUtf8 => {
Ok(ColumnarValue::Array(Arc::new(unary_string_function::<
i64,
i64,
_,
_,
>(
&[a.as_ref()], op, name
)?)))
}
other => Err(DataFusionError::Internal(format!(
"Unsupported data type {other:?} for function {name}",
))),
},
ColumnarValue::Scalar(scalar) => match scalar {
ScalarValue::Utf8(a) => {
let result = a.as_ref().map(|x| (op)(x).as_ref().to_string());
Ok(ColumnarValue::Scalar(ScalarValue::Utf8(result)))
}
ScalarValue::LargeUtf8(a) => {
let result = a.as_ref().map(|x| (op)(x).as_ref().to_string());
Ok(ColumnarValue::Scalar(ScalarValue::LargeUtf8(result)))
}
other => Err(DataFusionError::Internal(format!(
"Unsupported data type {other:?} for function {name}",
))),
},
}
}
/// Returns the numeric code of the first character of the argument.
/// ascii('x') = 120
pub fn ascii<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
let string_array = as_generic_string_array::<T>(&args[0])?;
let result = string_array
.iter()
.map(|string| {
string.map(|string: &str| {
let mut chars = string.chars();
chars.next().map_or(0, |v| v as i32)
})
})
.collect::<Int32Array>();
Ok(Arc::new(result) as ArrayRef)
}
/// Removes the longest string containing only characters in characters (a space by default) from the start and end of string.
/// btrim('xyxtrimyyx', 'xyz') = 'trim'
pub fn btrim<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
match args.len() {
1 => {
let string_array = as_generic_string_array::<T>(&args[0])?;
let result = string_array
.iter()
.map(|string| {
string.map(|string: &str| {
string.trim_start_matches(' ').trim_end_matches(' ')
})
})
.collect::<GenericStringArray<T>>();
Ok(Arc::new(result) as ArrayRef)
}
2 => {
let string_array = as_generic_string_array::<T>(&args[0])?;
let characters_array = as_generic_string_array::<T>(&args[1])?;
let result = string_array
.iter()
.zip(characters_array.iter())
.map(|(string, characters)| match (string, characters) {
(None, _) => None,
(_, None) => None,
(Some(string), Some(characters)) => {
let chars: Vec<char> = characters.chars().collect();
Some(
string
.trim_start_matches(&chars[..])
.trim_end_matches(&chars[..]),
)
}
})
.collect::<GenericStringArray<T>>();
Ok(Arc::new(result) as ArrayRef)
}
other => Err(DataFusionError::Internal(format!(
"btrim was called with {other} arguments. It requires at least 1 and at most 2."
))),
}
}
/// Returns the character with the given code. chr(0) is disallowed because text data types cannot store that character.
/// chr(65) = 'A'
pub fn chr(args: &[ArrayRef]) -> Result<ArrayRef> {
let integer_array = as_int64_array(&args[0])?;
// first map is the iterator, second is for the `Option<_>`
let result = integer_array
.iter()
.map(|integer: Option<i64>| {
integer
.map(|integer| {
if integer == 0 {
Err(DataFusionError::Execution(
"null character not permitted.".to_string(),
))
} else {
match core::char::from_u32(integer as u32) {
Some(integer) => Ok(integer.to_string()),
None => Err(DataFusionError::Execution(
"requested character too large for encoding.".to_string(),
)),
}
}
})
.transpose()
})
.collect::<Result<StringArray>>()?;
Ok(Arc::new(result) as ArrayRef)
}
/// Concatenates the text representations of all the arguments. NULL arguments are ignored.
/// concat('abcde', 2, NULL, 22) = 'abcde222'
pub fn concat(args: &[ColumnarValue]) -> Result<ColumnarValue> {
// do not accept 0 arguments.
if args.is_empty() {
return Err(DataFusionError::Internal(format!(
"concat was called with {} arguments. It requires at least 1.",
args.len()
)));
}
// first, decide whether to return a scalar or a vector.
let mut return_array = args.iter().filter_map(|x| match x {
ColumnarValue::Array(array) => Some(array.len()),
_ => None,
});
if let Some(size) = return_array.next() {
let result = (0..size)
.map(|index| {
let mut owned_string: String = "".to_owned();
for arg in args {
#[allow(clippy::collapsible_match)]
match arg {
ColumnarValue::Scalar(ScalarValue::Utf8(maybe_value)) => {
if let Some(value) = maybe_value {
owned_string.push_str(value);
}
}
ColumnarValue::Array(v) => {
if v.is_valid(index) {
let v = as_string_array(v).unwrap();
owned_string.push_str(v.value(index));
}
}
_ => unreachable!(),
}
}
Some(owned_string)
})
.collect::<StringArray>();
Ok(ColumnarValue::Array(Arc::new(result)))
} else {
// short avenue with only scalars
let initial = Some("".to_string());
let result = args.iter().fold(initial, |mut acc, rhs| {
if let Some(ref mut inner) = acc {
match rhs {
ColumnarValue::Scalar(ScalarValue::Utf8(Some(v))) => {
inner.push_str(v);
}
ColumnarValue::Scalar(ScalarValue::Utf8(None)) => {}
_ => unreachable!(""),
};
};
acc
});
Ok(ColumnarValue::Scalar(ScalarValue::Utf8(result)))
}
}
/// Concatenates all but the first argument, with separators. The first argument is used as the separator string, and should not be NULL. Other NULL arguments are ignored.
/// concat_ws(',', 'abcde', 2, NULL, 22) = 'abcde,2,22'
pub fn concat_ws(args: &[ArrayRef]) -> Result<ArrayRef> {
// downcast all arguments to strings
let args = args
.iter()
.map(|e| as_string_array(e))
.collect::<Result<Vec<&StringArray>>>()?;
// do not accept 0 or 1 arguments.
if args.len() < 2 {
return Err(DataFusionError::Internal(format!(
"concat_ws was called with {} arguments. It requires at least 2.",
args.len()
)));
}
// first map is the iterator, second is for the `Option<_>`
let result = args[0]
.iter()
.enumerate()
.map(|(index, x)| {
x.map(|sep: &str| {
let string_vec = args[1..]
.iter()
.flat_map(|arg| {
if !arg.is_null(index) {
Some(arg.value(index))
} else {
None
}
})
.collect::<Vec<&str>>();
string_vec.join(sep)
})
})
.collect::<StringArray>();
Ok(Arc::new(result) as ArrayRef)
}
/// Converts the first letter of each word to upper case and the rest to lower case. Words are sequences of alphanumeric characters separated by non-alphanumeric characters.
/// initcap('hi THOMAS') = 'Hi Thomas'
pub fn initcap<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
let string_array = as_generic_string_array::<T>(&args[0])?;
// first map is the iterator, second is for the `Option<_>`
let result = string_array
.iter()
.map(|string| {
string.map(|string: &str| {
let mut char_vector = Vec::<char>::new();
let mut previous_character_letter_or_number = false;
for c in string.chars() {
if previous_character_letter_or_number {
char_vector.push(c.to_ascii_lowercase());
} else {
char_vector.push(c.to_ascii_uppercase());
}
previous_character_letter_or_number = c.is_ascii_uppercase()
|| c.is_ascii_lowercase()
|| c.is_ascii_digit();
}
char_vector.iter().collect::<String>()
})
})
.collect::<GenericStringArray<T>>();
Ok(Arc::new(result) as ArrayRef)
}
/// Converts the string to all lower case.
/// lower('TOM') = 'tom'
pub fn lower(args: &[ColumnarValue]) -> Result<ColumnarValue> {
handle(args, |string| string.to_ascii_lowercase(), "lower")
}
/// Removes the longest string containing only characters in characters (a space by default) from the start of string.
/// ltrim('zzzytest', 'xyz') = 'test'
pub fn ltrim<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
match args.len() {
1 => {
let string_array = as_generic_string_array::<T>(&args[0])?;
let result = string_array
.iter()
.map(|string| string.map(|string: &str| string.trim_start_matches(' ')))
.collect::<GenericStringArray<T>>();
Ok(Arc::new(result) as ArrayRef)
}
2 => {
let string_array = as_generic_string_array::<T>(&args[0])?;
let characters_array = as_generic_string_array::<T>(&args[1])?;
let result = string_array
.iter()
.zip(characters_array.iter())
.map(|(string, characters)| match (string, characters) {
(Some(string), Some(characters)) => {
let chars: Vec<char> = characters.chars().collect();
Some(string.trim_start_matches(&chars[..]))
}
_ => None,
})
.collect::<GenericStringArray<T>>();
Ok(Arc::new(result) as ArrayRef)
}
other => Err(DataFusionError::Internal(format!(
"ltrim was called with {other} arguments. It requires at least 1 and at most 2."
))),
}
}
/// Repeats string the specified number of times.
/// repeat('Pg', 4) = 'PgPgPgPg'
pub fn repeat<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
let string_array = as_generic_string_array::<T>(&args[0])?;
let number_array = as_int64_array(&args[1])?;
let result = string_array
.iter()
.zip(number_array.iter())
.map(|(string, number)| match (string, number) {
(Some(string), Some(number)) => Some(string.repeat(number as usize)),
_ => None,
})
.collect::<GenericStringArray<T>>();
Ok(Arc::new(result) as ArrayRef)
}
/// Replaces all occurrences in string of substring from with substring to.
/// replace('abcdefabcdef', 'cd', 'XX') = 'abXXefabXXef'
pub fn replace<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
let string_array = as_generic_string_array::<T>(&args[0])?;
let from_array = as_generic_string_array::<T>(&args[1])?;
let to_array = as_generic_string_array::<T>(&args[2])?;
let result = string_array
.iter()
.zip(from_array.iter())
.zip(to_array.iter())
.map(|((string, from), to)| match (string, from, to) {
(Some(string), Some(from), Some(to)) => Some(string.replace(from, to)),
_ => None,
})
.collect::<GenericStringArray<T>>();
Ok(Arc::new(result) as ArrayRef)
}
/// Removes the longest string containing only characters in characters (a space by default) from the end of string.
/// rtrim('testxxzx', 'xyz') = 'test'
pub fn rtrim<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
match args.len() {
1 => {
let string_array = as_generic_string_array::<T>(&args[0])?;
let result = string_array
.iter()
.map(|string| string.map(|string: &str| string.trim_end_matches(' ')))
.collect::<GenericStringArray<T>>();
Ok(Arc::new(result) as ArrayRef)
}
2 => {
let string_array = as_generic_string_array::<T>(&args[0])?;
let characters_array = as_generic_string_array::<T>(&args[1])?;
let result = string_array
.iter()
.zip(characters_array.iter())
.map(|(string, characters)| match (string, characters) {
(Some(string), Some(characters)) => {
let chars: Vec<char> = characters.chars().collect();
Some(string.trim_end_matches(&chars[..]))
}
_ => None,
})
.collect::<GenericStringArray<T>>();
Ok(Arc::new(result) as ArrayRef)
}
other => Err(DataFusionError::Internal(format!(
"rtrim was called with {other} arguments. It requires at least 1 and at most 2."
))),
}
}
/// Splits string at occurrences of delimiter and returns the n'th field (counting from one).
/// split_part('abc~@~def~@~ghi', '~@~', 2) = 'def'
pub fn split_part<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
let string_array = as_generic_string_array::<T>(&args[0])?;
let delimiter_array = as_generic_string_array::<T>(&args[1])?;
let n_array = as_int64_array(&args[2])?;
let result = string_array
.iter()
.zip(delimiter_array.iter())
.zip(n_array.iter())
.map(|((string, delimiter), n)| match (string, delimiter, n) {
(Some(string), Some(delimiter), Some(n)) => {
if n <= 0 {
Err(DataFusionError::Execution(
"field position must be greater than zero".to_string(),
))
} else {
let split_string: Vec<&str> = string.split(delimiter).collect();
match split_string.get(n as usize - 1) {
Some(s) => Ok(Some(*s)),
None => Ok(Some("")),
}
}
}
_ => Ok(None),
})
.collect::<Result<GenericStringArray<T>>>()?;
Ok(Arc::new(result) as ArrayRef)
}
/// Returns true if string starts with prefix.
/// starts_with('alphabet', 'alph') = 't'
pub fn starts_with<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
let string_array = as_generic_string_array::<T>(&args[0])?;
let prefix_array = as_generic_string_array::<T>(&args[1])?;
let result = string_array
.iter()
.zip(prefix_array.iter())
.map(|(string, prefix)| match (string, prefix) {
(Some(string), Some(prefix)) => Some(string.starts_with(prefix)),
_ => None,
})
.collect::<BooleanArray>();
Ok(Arc::new(result) as ArrayRef)
}
/// Converts the number to its equivalent hexadecimal representation.
/// to_hex(2147483647) = '7fffffff'
pub fn to_hex<T: ArrowPrimitiveType>(args: &[ArrayRef]) -> Result<ArrayRef>
where
T::Native: OffsetSizeTrait,
{
let integer_array = as_primitive_array::<T>(&args[0])?;
let result = integer_array
.iter()
.map(|integer| {
if let Some(value) = integer {
if let Some(value_usize) = value.to_usize() {
Ok(Some(format!("{value_usize:x}")))
} else if let Some(value_isize) = value.to_isize() {
Ok(Some(format!("{value_isize:x}")))
} else {
Err(DataFusionError::Internal(format!(
"Unsupported data type {integer:?} for function to_hex",
)))
}
} else {
Ok(None)
}
})
.collect::<Result<GenericStringArray<i32>>>()?;
Ok(Arc::new(result) as ArrayRef)
}
/// Converts the string to all upper case.
/// upper('tom') = 'TOM'
pub fn upper(args: &[ColumnarValue]) -> Result<ColumnarValue> {
handle(args, |string| string.to_ascii_uppercase(), "upper")
}
/// Prints random (v4) uuid values per row
/// uuid() = 'a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11'
pub fn uuid(args: &[ColumnarValue]) -> Result<ColumnarValue> {
let len: usize = match &args[0] {
ColumnarValue::Array(array) => array.len(),
_ => {
return Err(DataFusionError::Internal(
"Expect uuid function to take no param".to_string(),
))
}
};
let values = iter::repeat_with(|| Uuid::new_v4().to_string()).take(len);
let array = GenericStringArray::<i32>::from_iter_values(values);
Ok(ColumnarValue::Array(Arc::new(array)))
}
#[cfg(test)]
mod tests {
use crate::string_expressions;
use arrow::{array::Int32Array, datatypes::Int32Type};
use super::*;
#[test]
// Test to_hex function for zero
fn to_hex_zero() -> Result<()> {
let array = vec![0].into_iter().collect::<Int32Array>();
let array_ref = Arc::new(array);
let hex_value_arc = string_expressions::to_hex::<Int32Type>(&[array_ref])?;
let hex_value = as_string_array(&hex_value_arc)?;
let expected = StringArray::from(vec![Some("0")]);
assert_eq!(&expected, hex_value);
Ok(())
}
#[test]
// Test to_hex function for positive number
fn to_hex_positive_number() -> Result<()> {
let array = vec![100].into_iter().collect::<Int32Array>();
let array_ref = Arc::new(array);
let hex_value_arc = string_expressions::to_hex::<Int32Type>(&[array_ref])?;
let hex_value = as_string_array(&hex_value_arc)?;
let expected = StringArray::from(vec![Some("64")]);
assert_eq!(&expected, hex_value);
Ok(())
}
#[test]
// Test to_hex function for negative number
fn to_hex_negative_number() -> Result<()> {
let array = vec![-1].into_iter().collect::<Int32Array>();
let array_ref = Arc::new(array);
let hex_value_arc = string_expressions::to_hex::<Int32Type>(&[array_ref])?;
let hex_value = as_string_array(&hex_value_arc)?;
let expected = StringArray::from(vec![Some("ffffffffffffffff")]);
assert_eq!(&expected, hex_value);
Ok(())
}
}