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
use std::path::Path;

use polars_core::prelude::*;
use polars_io::parquet::ParallelStrategy;
use polars_io::RowCount;

use crate::prelude::*;

#[derive(Clone)]
pub struct ScanArgsParquet {
    pub n_rows: Option<usize>,
    pub cache: bool,
    pub parallel: ParallelStrategy,
    pub rechunk: bool,
    pub row_count: Option<RowCount>,
    pub low_memory: bool,
}

impl Default for ScanArgsParquet {
    fn default() -> Self {
        Self {
            n_rows: None,
            cache: true,
            parallel: Default::default(),
            rechunk: true,
            row_count: None,
            low_memory: false,
        }
    }
}

impl LazyFrame {
    fn scan_parquet_impl(
        path: impl AsRef<Path>,
        n_rows: Option<usize>,
        cache: bool,
        parallel: ParallelStrategy,
        row_count: Option<RowCount>,
        rechunk: bool,
        low_memory: bool,
    ) -> PolarsResult<Self> {
        let mut lf: LazyFrame = LogicalPlanBuilder::scan_parquet(
            path.as_ref(),
            n_rows,
            cache,
            parallel,
            None,
            rechunk,
            low_memory,
        )?
        .build()
        .into();

        // it is a bit hacky, but this row_count function updates the schema
        if let Some(row_count) = row_count {
            lf = lf.with_row_count(&row_count.name, Some(row_count.offset))
        }

        lf.opt_state.file_caching = true;
        Ok(lf)
    }

    fn concat_impl(lfs: Vec<LazyFrame>, args: ScanArgsParquet) -> PolarsResult<LazyFrame> {
        concat(&lfs, args.rechunk, true).map(|mut lf| {
            if let Some(n_rows) = args.n_rows {
                lf = lf.slice(0, n_rows as IdxSize)
            };
            if let Some(rc) = args.row_count {
                lf = lf.with_row_count(&rc.name, Some(rc.offset))
            };
            lf
        })
    }

    /// Create a LazyFrame directly from a parquet scan.
    #[cfg_attr(docsrs, doc(cfg(feature = "parquet")))]
    #[deprecated(note = "please use `concat_lf` instead")]
    pub fn scan_parquet_files<P: AsRef<Path>>(
        paths: Vec<P>,
        args: ScanArgsParquet,
    ) -> PolarsResult<Self> {
        let lfs = paths
            .iter()
            .map(|p| {
                Self::scan_parquet_impl(
                    p,
                    args.n_rows,
                    args.cache,
                    args.parallel,
                    None,
                    args.rechunk,
                    args.low_memory,
                )
            })
            .collect::<PolarsResult<Vec<_>>>()?;

        Self::concat_impl(lfs, args)
    }

    /// Create a LazyFrame directly from a parquet scan.
    #[cfg_attr(docsrs, doc(cfg(feature = "parquet")))]
    pub fn scan_parquet(path: impl AsRef<Path>, args: ScanArgsParquet) -> PolarsResult<Self> {
        let path = path.as_ref();
        let path_str = path.to_string_lossy();
        if path_str.contains('*') {
            let paths = glob::glob(&path_str)
                .map_err(|_| PolarsError::ComputeError("invalid glob pattern given".into()))?;
            let lfs = paths
                .map(|r| {
                    let path = r.map_err(|e| PolarsError::ComputeError(format!("{}", e).into()))?;
                    Self::scan_parquet_impl(
                        path,
                        args.n_rows,
                        args.cache,
                        ParallelStrategy::None,
                        None,
                        args.rechunk,
                        args.low_memory,
                    )
                })
                .collect::<PolarsResult<Vec<_>>>()?;

            Self::concat_impl(lfs, args)
        } else {
            Self::scan_parquet_impl(
                path,
                args.n_rows,
                args.cache,
                args.parallel,
                args.row_count,
                args.rechunk,
                args.low_memory,
            )
        }
    }
}