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move accumulator and columnar value (#1765)
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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. | ||
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use arrow::array::ArrayRef; | ||
use datafusion_common::{Result, ScalarValue}; | ||
use std::fmt::Debug; | ||
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/// An accumulator represents a stateful object that lives throughout the evaluation of multiple rows and | ||
/// generically accumulates values. | ||
/// | ||
/// An accumulator knows how to: | ||
/// * update its state from inputs via `update_batch` | ||
/// * convert its internal state to a vector of scalar values | ||
/// * update its state from multiple accumulators' states via `merge_batch` | ||
/// * compute the final value from its internal state via `evaluate` | ||
pub trait Accumulator: Send + Sync + Debug { | ||
/// Returns the state of the accumulator at the end of the accumulation. | ||
// in the case of an average on which we track `sum` and `n`, this function should return a vector | ||
// of two values, sum and n. | ||
fn state(&self) -> Result<Vec<ScalarValue>>; | ||
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/// updates the accumulator's state from a vector of arrays. | ||
fn update_batch(&mut self, values: &[ArrayRef]) -> Result<()>; | ||
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/// updates the accumulator's state from a vector of states. | ||
fn merge_batch(&mut self, states: &[ArrayRef]) -> Result<()>; | ||
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/// returns its value based on its current state. | ||
fn evaluate(&self) -> Result<ScalarValue>; | ||
} |
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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. | ||
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use arrow::array::ArrayRef; | ||
use arrow::array::NullArray; | ||
use arrow::datatypes::DataType; | ||
use arrow::record_batch::RecordBatch; | ||
use datafusion_common::ScalarValue; | ||
use std::sync::Arc; | ||
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/// Represents the result from an expression | ||
#[derive(Clone)] | ||
pub enum ColumnarValue { | ||
/// Array of values | ||
Array(ArrayRef), | ||
/// A single value | ||
Scalar(ScalarValue), | ||
} | ||
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impl ColumnarValue { | ||
pub fn data_type(&self) -> DataType { | ||
match self { | ||
ColumnarValue::Array(array_value) => array_value.data_type().clone(), | ||
ColumnarValue::Scalar(scalar_value) => scalar_value.get_datatype(), | ||
} | ||
} | ||
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/// Convert a columnar value into an ArrayRef | ||
pub fn into_array(self, num_rows: usize) -> ArrayRef { | ||
match self { | ||
ColumnarValue::Array(array) => array, | ||
ColumnarValue::Scalar(scalar) => scalar.to_array_of_size(num_rows), | ||
} | ||
} | ||
} | ||
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/// null columnar values are implemented as a null array in order to pass batch | ||
/// num_rows | ||
pub type NullColumnarValue = ColumnarValue; | ||
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impl From<&RecordBatch> for NullColumnarValue { | ||
fn from(batch: &RecordBatch) -> Self { | ||
let num_rows = batch.num_rows(); | ||
ColumnarValue::Array(Arc::new(NullArray::new(num_rows))) | ||
} | ||
} |
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