polars-arrow 0.53.0

Minimal implementation of the Arrow specification forked from arrow2
Documentation 
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

use std::collections::VecDeque;
use std::io::{Read, Seek};

use polars_error::{PolarsResult, polars_err};
use polars_utils::bool::UnsafeBool;

use super::super::super::IpcField;
use super::super::deserialize::{read, skip};
use super::super::read_basic::*;
use super::super::{Compression, Dictionaries, IpcBuffer, Node, Version};
use super::try_get_array_length;
use crate::array::StructArray;
use crate::datatypes::ArrowDataType;
use crate::io::ipc::read::array::try_get_field_node;

#[allow(clippy::too_many_arguments)]
pub fn read_struct<R: Read + Seek>(
    field_nodes: &mut VecDeque<Node>,
    variadic_buffer_counts: &mut VecDeque<usize>,
    dtype: ArrowDataType,
    ipc_field: &IpcField,
    buffers: &mut VecDeque<IpcBuffer>,
    reader: &mut R,
    dictionaries: &Dictionaries,
    block_offset: u64,
    is_little_endian: bool,
    compression: Option<Compression>,
    limit: Option<usize>,
    version: Version,
    scratch: &mut Vec<u8>,
    checked: UnsafeBool,
) -> PolarsResult<StructArray> {
    let field_node = try_get_field_node(field_nodes, &dtype)?;
    let length = try_get_array_length(field_node, limit)?;

    let validity = read_validity(
        buffers,
        field_node,
        reader,
        block_offset,
        is_little_endian,
        compression,
        limit,
        scratch,
    )?;

    let fields = StructArray::get_fields(&dtype);

    let values = fields
        .iter()
        .zip(ipc_field.fields.iter())
        .map(|(field, ipc_field)| {
            read(
                field_nodes,
                variadic_buffer_counts,
                field,
                ipc_field,
                buffers,
                reader,
                dictionaries,
                block_offset,
                is_little_endian,
                compression,
                limit,
                version,
                scratch,
                checked,
            )
        })
        .collect::<PolarsResult<Vec<_>>>()?;

    StructArray::try_new(dtype, length, values, validity)
}

pub fn skip_struct(
    field_nodes: &mut VecDeque<Node>,
    dtype: &ArrowDataType,
    buffers: &mut VecDeque<IpcBuffer>,
    variadic_buffer_counts: &mut VecDeque<usize>,
) -> PolarsResult<()> {
    let _ = field_nodes.pop_front().ok_or_else(|| {
        polars_err!(
            oos = "IPC: unable to fetch the field for struct. The file or stream is corrupted."
        )
    })?;

    let _ = buffers
        .pop_front()
        .ok_or_else(|| polars_err!(oos = "IPC: missing validity buffer."))?;

    let fields = StructArray::get_fields(dtype);

    fields
        .iter()
        .try_for_each(|field| skip(field_nodes, field.dtype(), buffers, variadic_buffer_counts))
}