datafusion-functions 37.0.0

// 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.

//! Regx expressions
use arrow::array::{Array, ArrayRef, OffsetSizeTrait};
use arrow::compute::kernels::regexp;
use arrow::datatypes::DataType;
use datafusion_common::exec_err;
use datafusion_common::ScalarValue;
use datafusion_common::{arrow_datafusion_err, plan_err};
use datafusion_common::{
    cast::as_generic_string_array, internal_err, DataFusionError, Result,
};
use datafusion_expr::ColumnarValue;
use datafusion_expr::TypeSignature::*;
use datafusion_expr::{ScalarUDFImpl, Signature, Volatility};
use std::any::Any;
use std::sync::Arc;

#[derive(Debug)]
pub(super) struct RegexpLikeFunc {
    signature: Signature,
}
impl RegexpLikeFunc {
    pub fn new() -> Self {
        use DataType::*;
        Self {
            signature: Signature::one_of(
                vec![
                    Exact(vec![Utf8, Utf8]),
                    Exact(vec![LargeUtf8, Utf8]),
                    Exact(vec![Utf8, Utf8, Utf8]),
                    Exact(vec![LargeUtf8, Utf8, Utf8]),
                ],
                Volatility::Immutable,
            ),
        }
    }
}

impl ScalarUDFImpl for RegexpLikeFunc {
    fn as_any(&self) -> &dyn Any {
        self
    }

    fn name(&self) -> &str {
        "regexp_like"
    }

    fn signature(&self) -> &Signature {
        &self.signature
    }

    fn return_type(&self, arg_types: &[DataType]) -> Result<DataType> {
        use DataType::*;

        Ok(match &arg_types[0] {
            LargeUtf8 | Utf8 => Boolean,
            Null => Null,
            other => {
                return plan_err!(
                    "The regexp_like function can only accept strings. Got {other}"
                );
            }
        })
    }
    fn invoke(&self, args: &[ColumnarValue]) -> Result<ColumnarValue> {
        let len = args
            .iter()
            .fold(Option::<usize>::None, |acc, arg| match arg {
                ColumnarValue::Scalar(_) => acc,
                ColumnarValue::Array(a) => Some(a.len()),
            });

        let is_scalar = len.is_none();
        let inferred_length = len.unwrap_or(1);
        let args = args
            .iter()
            .map(|arg| arg.clone().into_array(inferred_length))
            .collect::<Result<Vec<_>>>()?;

        let result = regexp_like_func(&args);
        if is_scalar {
            // If all inputs are scalar, keeps output as scalar
            let result = result.and_then(|arr| ScalarValue::try_from_array(&arr, 0));
            result.map(ColumnarValue::Scalar)
        } else {
            result.map(ColumnarValue::Array)
        }
    }
}
fn regexp_like_func(args: &[ArrayRef]) -> Result<ArrayRef> {
    match args[0].data_type() {
        DataType::Utf8 => regexp_like::<i32>(args),
        DataType::LargeUtf8 => regexp_like::<i64>(args),
        other => {
            internal_err!("Unsupported data type {other:?} for function regexp_like")
        }
    }
}
/// Tests a string using a regular expression returning true if at
/// least one match, false otherwise.
///
/// The full list of supported features and syntax can be found at
/// <https://docs.rs/regex/latest/regex/#syntax>
///
/// Supported flags can be found at
/// <https://docs.rs/regex/latest/regex/#grouping-and-flags>
///
/// # Examples
///
/// ```ignore
/// # use datafusion::prelude::*;
/// # use datafusion::error::Result;
/// # #[tokio::main]
/// # async fn main() -> Result<()> {
/// let ctx = SessionContext::new();
/// let df = ctx.read_csv("tests/data/regex.csv", CsvReadOptions::new()).await?;
///
/// // use the regexp_like function to test col 'values',
/// // against patterns in col 'patterns' without flags
/// let df = df.with_column(
///     "a",
///     regexp_like(vec![col("values"), col("patterns")])
/// )?;
/// // use the regexp_like function to test col 'values',
/// // against patterns in col 'patterns' with flags
/// let df = df.with_column(
///     "b",
///     regexp_like(vec![col("values"), col("patterns"), col("flags")])
/// )?;
/// // literals can be used as well with dataframe calls
/// let df = df.with_column(
///     "c",
///     regexp_like(vec![lit("foobarbequebaz"), lit("(bar)(beque)")])
/// )?;
///
/// df.show().await?;
///
/// # Ok(())
/// # }
/// ```
pub fn regexp_like<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
    match args.len() {
        2 => {
            let values = as_generic_string_array::<T>(&args[0])?;
            let regex = as_generic_string_array::<T>(&args[1])?;
            let array = regexp::regexp_is_match_utf8(values, regex, None)
                .map_err(|e| arrow_datafusion_err!(e))?;

            Ok(Arc::new(array) as ArrayRef)
        }
        3 => {
            let values = as_generic_string_array::<T>(&args[0])?;
            let regex = as_generic_string_array::<T>(&args[1])?;
            let flags = as_generic_string_array::<T>(&args[2])?;

            if flags.iter().any(|s| s == Some("g")) {
                return plan_err!("regexp_like() does not support the \"global\" option");
            }

            let array = regexp::regexp_is_match_utf8(values, regex, Some(flags))
                .map_err(|e| arrow_datafusion_err!(e))?;

            Ok(Arc::new(array) as ArrayRef)
        }
        other => exec_err!(
            "regexp_like was called with {other} arguments. It requires at least 2 and at most 3."
        ),
    }
}
#[cfg(test)]
mod tests {
    use std::sync::Arc;

    use arrow::array::BooleanBuilder;
    use arrow::array::StringArray;

    use crate::regex::regexplike::regexp_like;

    #[test]
    fn test_case_sensitive_regexp_like() {
        let values = StringArray::from(vec!["abc"; 5]);

        let patterns =
            StringArray::from(vec!["^(a)", "^(A)", "(b|d)", "(B|D)", "^(b|c)"]);

        let mut expected_builder: BooleanBuilder = BooleanBuilder::new();
        expected_builder.append_value(true);
        expected_builder.append_value(false);
        expected_builder.append_value(true);
        expected_builder.append_value(false);
        expected_builder.append_value(false);
        let expected = expected_builder.finish();

        let re = regexp_like::<i32>(&[Arc::new(values), Arc::new(patterns)]).unwrap();

        assert_eq!(re.as_ref(), &expected);
    }

    #[test]
    fn test_case_insensitive_regexp_like() {
        let values = StringArray::from(vec!["abc"; 5]);
        let patterns =
            StringArray::from(vec!["^(a)", "^(A)", "(b|d)", "(B|D)", "^(b|c)"]);
        let flags = StringArray::from(vec!["i"; 5]);

        let mut expected_builder: BooleanBuilder = BooleanBuilder::new();
        expected_builder.append_value(true);
        expected_builder.append_value(true);
        expected_builder.append_value(true);
        expected_builder.append_value(true);
        expected_builder.append_value(false);
        let expected = expected_builder.finish();

        let re =
            regexp_like::<i32>(&[Arc::new(values), Arc::new(patterns), Arc::new(flags)])
                .unwrap();

        assert_eq!(re.as_ref(), &expected);
    }

    #[test]
    fn test_unsupported_global_flag_regexp_like() {
        let values = StringArray::from(vec!["abc"]);
        let patterns = StringArray::from(vec!["^(a)"]);
        let flags = StringArray::from(vec!["g"]);

        let re_err =
            regexp_like::<i32>(&[Arc::new(values), Arc::new(patterns), Arc::new(flags)])
                .expect_err("unsupported flag should have failed");

        assert_eq!(
            re_err.strip_backtrace(),
            "Error during planning: regexp_like() does not support the \"global\" option"
        );
    }
}