1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
use ahash::AHashMap;
use std::io::{Read, Seek};

use crate::array::Array;
use crate::chunk::Chunk;
use crate::datatypes::Schema;
use crate::error::Result;

use super::common::*;
use super::Dictionaries;
use super::{read_batch, read_file_dictionaries, FileMetadata};

/// An iterator of [`Chunk`]s from an Arrow IPC file.
pub struct FileReader<R: Read + Seek> {
    reader: R,
    metadata: FileMetadata,
    // the dictionaries are going to be read
    dictionaries: Option<Dictionaries>,
    current_block: usize,
    projection: Option<(Vec<usize>, AHashMap<usize, usize>, Schema)>,
    remaining: usize,
    data_scratch: Vec<u8>,
    message_scratch: Vec<u8>,
}

impl<R: Read + Seek> FileReader<R> {
    /// Creates a new [`FileReader`]. Use `projection` to only take certain columns.
    /// # Panic
    /// Panics iff the projection is not in increasing order (e.g. `[1, 0]` nor `[0, 1, 1]` are valid)
    pub fn new(
        reader: R,
        metadata: FileMetadata,
        projection: Option<Vec<usize>>,
        limit: Option<usize>,
    ) -> Self {
        let projection = projection.map(|projection| {
            let (p, h, fields) = prepare_projection(&metadata.schema.fields, projection);
            let schema = Schema {
                fields,
                metadata: metadata.schema.metadata.clone(),
            };
            (p, h, schema)
        });
        Self {
            reader,
            metadata,
            dictionaries: Default::default(),
            projection,
            remaining: limit.unwrap_or(usize::MAX),
            current_block: 0,
            data_scratch: Default::default(),
            message_scratch: Default::default(),
        }
    }

    /// Return the schema of the file
    pub fn schema(&self) -> &Schema {
        self.projection
            .as_ref()
            .map(|x| &x.2)
            .unwrap_or(&self.metadata.schema)
    }

    /// Returns the [`FileMetadata`]
    pub fn metadata(&self) -> &FileMetadata {
        &self.metadata
    }

    /// Consumes this FileReader, returning the underlying reader
    pub fn into_inner(self) -> R {
        self.reader
    }

    /// Get the inner memory scratches so they can be reused in a new writer.
    /// This can be utilized to save memory allocations for performance reasons.
    pub fn get_scratches(&mut self) -> (Vec<u8>, Vec<u8>) {
        (
            std::mem::take(&mut self.data_scratch),
            std::mem::take(&mut self.message_scratch),
        )
    }

    /// Set the inner memory scratches so they can be reused in a new writer.
    /// This can be utilized to save memory allocations for performance reasons.
    pub fn set_scratches(&mut self, scratches: (Vec<u8>, Vec<u8>)) {
        (self.data_scratch, self.message_scratch) = scratches;
    }

    fn read_dictionaries(&mut self) -> Result<()> {
        if self.dictionaries.is_none() {
            self.dictionaries = Some(read_file_dictionaries(
                &mut self.reader,
                &self.metadata,
                &mut self.data_scratch,
            )?);
        };
        Ok(())
    }
}

impl<R: Read + Seek> Iterator for FileReader<R> {
    type Item = Result<Chunk<Box<dyn Array>>>;

    fn next(&mut self) -> Option<Self::Item> {
        // get current block
        if self.current_block == self.metadata.blocks.len() {
            return None;
        }

        match self.read_dictionaries() {
            Ok(_) => {}
            Err(e) => return Some(Err(e)),
        };

        let block = self.current_block;
        self.current_block += 1;

        let chunk = read_batch(
            &mut self.reader,
            self.dictionaries.as_ref().unwrap(),
            &self.metadata,
            self.projection.as_ref().map(|x| x.0.as_ref()),
            Some(self.remaining),
            block,
            &mut self.message_scratch,
            &mut self.data_scratch,
        );
        self.remaining -= chunk.as_ref().map(|x| x.len()).unwrap_or_default();

        let chunk = if let Some((_, map, _)) = &self.projection {
            // re-order according to projection
            chunk.map(|chunk| apply_projection(chunk, map))
        } else {
            chunk
        };
        Some(chunk)
    }
}