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

use super::*;

pub fn _agg_helper_idx_bool<F>(groups: &GroupsIdx, f: F) -> Series
where
    F: Fn((IdxSize, &Vec<IdxSize>)) -> Option<bool> + Send + Sync,
{
    let ca: BooleanChunked = POOL.install(|| groups.into_par_iter().map(f).collect());
    ca.into_series()
}

pub fn _agg_helper_slice_bool<F>(groups: &[[IdxSize; 2]], f: F) -> Series
where
    F: Fn([IdxSize; 2]) -> Option<bool> + Send + Sync,
{
    let ca: BooleanChunked = POOL.install(|| groups.par_iter().copied().map(f).collect());
    ca.into_series()
}

impl BooleanChunked {
    pub(crate) unsafe fn agg_min(&self, groups: &GroupsProxy) -> Series {
        // faster paths
        match (self.is_sorted_flag(), self.null_count()) {
            (IsSorted::Ascending, 0) => {
                return self.clone().into_series().agg_first(groups);
            },
            (IsSorted::Descending, 0) => {
                return self.clone().into_series().agg_last(groups);
            },
            _ => {},
        }
        let ca_self = self.rechunk();
        let arr = ca_self.downcast_iter().next().unwrap();
        let no_nulls = arr.null_count() == 0;
        match groups {
            GroupsProxy::Idx(groups) => _agg_helper_idx_bool(groups, |(first, idx)| {
                debug_assert!(idx.len() <= self.len());
                if idx.is_empty() {
                    None
                } else if idx.len() == 1 {
                    arr.get(first as usize)
                } else if no_nulls {
                    take_min_bool_iter_unchecked_no_nulls(arr, idx2usize(idx))
                } else {
                    take_min_bool_iter_unchecked_nulls(arr, idx2usize(idx), idx.len() as IdxSize)
                }
            }),
            GroupsProxy::Slice {
                groups: groups_slice,
                ..
            } => _agg_helper_slice_bool(groups_slice, |[first, len]| {
                debug_assert!(len <= self.len() as IdxSize);
                match len {
                    0 => None,
                    1 => self.get(first as usize),
                    _ => {
                        let arr_group = _slice_from_offsets(self, first, len);
                        arr_group.min()
                    },
                }
            }),
        }
    }
    pub(crate) unsafe fn agg_max(&self, groups: &GroupsProxy) -> Series {
        // faster paths
        match (self.is_sorted_flag(), self.null_count()) {
            (IsSorted::Ascending, 0) => {
                return self.clone().into_series().agg_last(groups);
            },
            (IsSorted::Descending, 0) => {
                return self.clone().into_series().agg_first(groups);
            },
            _ => {},
        }

        let ca_self = self.rechunk();
        let arr = ca_self.downcast_iter().next().unwrap();
        let no_nulls = arr.null_count() == 0;
        match groups {
            GroupsProxy::Idx(groups) => _agg_helper_idx_bool(groups, |(first, idx)| {
                debug_assert!(idx.len() <= self.len());
                if idx.is_empty() {
                    None
                } else if idx.len() == 1 {
                    self.get(first as usize)
                } else if no_nulls {
                    take_max_bool_iter_unchecked_no_nulls(arr, idx2usize(idx))
                } else {
                    take_max_bool_iter_unchecked_nulls(arr, idx2usize(idx), idx.len() as IdxSize)
                }
            }),
            GroupsProxy::Slice {
                groups: groups_slice,
                ..
            } => _agg_helper_slice_bool(groups_slice, |[first, len]| {
                debug_assert!(len <= self.len() as IdxSize);
                match len {
                    0 => None,
                    1 => self.get(first as usize),
                    _ => {
                        let arr_group = _slice_from_offsets(self, first, len);
                        arr_group.max()
                    },
                }
            }),
        }
    }
    pub(crate) unsafe fn agg_sum(&self, groups: &GroupsProxy) -> Series {
        self.cast(&IDX_DTYPE).unwrap().agg_sum(groups)
    }
}