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
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
use std::collections::VecDeque;

use parquet2::{
    encoding::{hybrid_rle::HybridRleDecoder, Encoding},
    page::{DataPage, DictPage, Page},
    schema::Repetition,
};

use crate::datatypes::DataType;
use crate::{
    array::{Array, DictionaryArray, DictionaryKey},
    bitmap::MutableBitmap,
    error::{Error, Result},
};

use super::{
    super::super::Pages,
    super::nested_utils::*,
    super::utils::{dict_indices_decoder, not_implemented, MaybeNext, PageState},
    finish_key,
};

// The state of a required DataPage with a boolean physical type
#[derive(Debug)]
pub struct Required<'a> {
    values: HybridRleDecoder<'a>,
    length: usize,
}

impl<'a> Required<'a> {
    fn try_new(page: &'a DataPage) -> Result<Self> {
        let values = dict_indices_decoder(page)?;
        let length = page.num_values();
        Ok(Self { values, length })
    }
}

// The state of a `DataPage` of a `Dictionary` type
#[allow(clippy::large_enum_variant)]
#[derive(Debug)]
pub enum State<'a> {
    Optional(HybridRleDecoder<'a>),
    Required(Required<'a>),
}

impl<'a> State<'a> {
    pub fn len(&self) -> usize {
        match self {
            State::Optional(page) => page.len(),
            State::Required(page) => page.length,
        }
    }
}

impl<'a> PageState<'a> for State<'a> {
    fn len(&self) -> usize {
        self.len()
    }
}

#[derive(Debug)]
pub struct DictionaryDecoder<K>
where
    K: DictionaryKey,
{
    phantom_k: std::marker::PhantomData<K>,
}

impl<K> Default for DictionaryDecoder<K>
where
    K: DictionaryKey,
{
    #[inline]
    fn default() -> Self {
        Self {
            phantom_k: std::marker::PhantomData,
        }
    }
}

impl<'a, K: DictionaryKey> NestedDecoder<'a> for DictionaryDecoder<K> {
    type State = State<'a>;
    type Dictionary = ();
    type DecodedState = (Vec<K>, MutableBitmap);

    fn build_state(
        &self,
        page: &'a DataPage,
        _: Option<&'a Self::Dictionary>,
    ) -> Result<Self::State> {
        let is_optional =
            page.descriptor.primitive_type.field_info.repetition == Repetition::Optional;
        let is_filtered = page.selected_rows().is_some();

        match (page.encoding(), is_optional, is_filtered) {
            (Encoding::RleDictionary | Encoding::PlainDictionary, true, false) => {
                dict_indices_decoder(page).map(State::Optional)
            }
            (Encoding::RleDictionary | Encoding::PlainDictionary, false, false) => {
                Required::try_new(page).map(State::Required)
            }
            _ => Err(not_implemented(page)),
        }
    }

    fn with_capacity(&self, capacity: usize) -> Self::DecodedState {
        (
            Vec::with_capacity(capacity),
            MutableBitmap::with_capacity(capacity),
        )
    }

    fn push_valid(&self, state: &mut Self::State, decoded: &mut Self::DecodedState) -> Result<()> {
        let (values, validity) = decoded;
        match state {
            State::Optional(page_values) => {
                let key = page_values.next().transpose()?;
                // todo: convert unwrap to error
                let key = match K::try_from(key.unwrap_or_default() as usize) {
                    Ok(key) => key,
                    Err(_) => todo!(),
                };
                values.push(key);
                validity.push(true);
            }
            State::Required(page_values) => {
                let key = page_values.values.next().transpose()?;
                let key = match K::try_from(key.unwrap_or_default() as usize) {
                    Ok(key) => key,
                    Err(_) => todo!(),
                };
                values.push(key);
            }
        }
        Ok(())
    }

    fn push_null(&self, decoded: &mut Self::DecodedState) {
        let (values, validity) = decoded;
        values.push(K::default());
        validity.push(false)
    }

    fn deserialize_dict(&self, _: &DictPage) -> Self::Dictionary {}
}

#[allow(clippy::too_many_arguments)]
pub fn next_dict<K: DictionaryKey, I: Pages, F: Fn(&DictPage) -> Box<dyn Array>>(
    iter: &mut I,
    items: &mut VecDeque<(NestedState, (Vec<K>, MutableBitmap))>,
    remaining: &mut usize,
    init: &[InitNested],
    dict: &mut Option<Box<dyn Array>>,
    data_type: DataType,
    chunk_size: Option<usize>,
    read_dict: F,
) -> MaybeNext<Result<(NestedState, DictionaryArray<K>)>> {
    if items.len() > 1 {
        let (nested, (values, validity)) = items.pop_front().unwrap();
        let keys = finish_key(values, validity);
        let dict = DictionaryArray::try_new(data_type, keys, dict.clone().unwrap());
        return MaybeNext::Some(dict.map(|dict| (nested, dict)));
    }
    match iter.next() {
        Err(e) => MaybeNext::Some(Err(e.into())),
        Ok(Some(page)) => {
            let (page, dict) = match (&dict, page) {
                (None, Page::Data(_)) => {
                    return MaybeNext::Some(Err(Error::nyi(
                        "dictionary arrays from non-dict-encoded pages",
                    )));
                }
                (_, Page::Dict(dict_page)) => {
                    *dict = Some(read_dict(dict_page));
                    return next_dict(
                        iter, items, remaining, init, dict, data_type, chunk_size, read_dict,
                    );
                }
                (Some(dict), Page::Data(page)) => (page, dict),
            };

            let error = extend(
                page,
                init,
                items,
                None,
                remaining,
                &DictionaryDecoder::<K>::default(),
                chunk_size,
            );
            match error {
                Ok(_) => {}
                Err(e) => return MaybeNext::Some(Err(e)),
            };

            if items.front().unwrap().0.len() < chunk_size.unwrap_or(usize::MAX) {
                MaybeNext::More
            } else {
                let (nested, (values, validity)) = items.pop_front().unwrap();
                let keys = finish_key(values, validity);
                let dict = DictionaryArray::try_new(data_type, keys, dict.clone());
                MaybeNext::Some(dict.map(|dict| (nested, dict)))
            }
        }
        Ok(None) => {
            if let Some((nested, (values, validity))) = items.pop_front() {
                // we have a populated item and no more pages
                // the only case where an item's length may be smaller than chunk_size
                debug_assert!(values.len() <= chunk_size.unwrap_or(usize::MAX));

                let keys = finish_key(values, validity);
                let dict = DictionaryArray::try_new(data_type, keys, dict.clone().unwrap());
                MaybeNext::Some(dict.map(|dict| (nested, dict)))
            } else {
                MaybeNext::None
            }
        }
    }
}