| // 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 arrow::array::{ArrayRef, BooleanArray, BooleanBuilder, UInt32Array}; | |
| use arrow::compute::take; | |
| use rand::Rng; | |
| use rand::rngs::StdRng; | |
| /// Randomly generate boolean arrays | |
| pub struct BooleanArrayGenerator { | |
| pub num_booleans: usize, | |
| pub num_distinct_booleans: usize, | |
| pub null_pct: f64, | |
| pub rng: StdRng, | |
| } | |
| impl BooleanArrayGenerator { | |
| /// Generate BooleanArray with bit-packed values | |
| pub fn gen_data<D>(&mut self) -> ArrayRef { | |
| // Table of booleans from which to draw (distinct means 1 or 2) | |
| let distinct_booleans: BooleanArray = match self.num_distinct_booleans { | |
| 1 => { | |
| let value = self.rng.random::<bool>(); | |
| let mut builder = BooleanBuilder::with_capacity(1); | |
| builder.append_value(value); | |
| builder.finish() | |
| } | |
| 2 => { | |
| let mut builder = BooleanBuilder::with_capacity(2); | |
| builder.append_value(true); | |
| builder.append_value(false); | |
| builder.finish() | |
| } | |
| _ => unreachable!(), | |
| }; | |
| // Generate indices to select from the distinct booleans | |
| let indices: UInt32Array = (0..self.num_booleans) | |
| .map(|_| { | |
| if self.rng.random::<f64>() < self.null_pct { | |
| None | |
| } else if self.num_distinct_booleans > 1 { | |
| Some(self.rng.random_range(0..self.num_distinct_booleans as u32)) | |
| } else { | |
| Some(0) | |
| } | |
| }) | |
| .collect(); | |
| let options = None; | |
| take(&distinct_booleans, &indices, options).unwrap() | |
| } | |
| } |