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
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements.  See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership.  The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License.  You may obtain a copy of the License at
//
//   http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied.  See the License for the
// specific language governing permissions and limitations
// under the License.

//! Contains Parquet Page definitions and page reader interface.

use crate::basic::{Encoding, PageType};
use crate::errors::Result;
use crate::file::{metadata::ColumnChunkMetaData, statistics::Statistics};
use crate::schema::types::{ColumnDescPtr, SchemaDescPtr};
use crate::util::memory::ByteBufferPtr;

/// Parquet Page definition.
///
/// List of supported pages.
/// These are 1-to-1 mapped from the equivalent Thrift definitions, except `buf` which
/// used to store uncompressed bytes of the page.
#[derive(Clone)]
pub enum Page {
    DataPage {
        buf: ByteBufferPtr,
        num_values: u32,
        encoding: Encoding,
        def_level_encoding: Encoding,
        rep_level_encoding: Encoding,
        statistics: Option<Statistics>,
    },
    DataPageV2 {
        buf: ByteBufferPtr,
        num_values: u32,
        encoding: Encoding,
        num_nulls: u32,
        num_rows: u32,
        def_levels_byte_len: u32,
        rep_levels_byte_len: u32,
        is_compressed: bool,
        statistics: Option<Statistics>,
    },
    DictionaryPage {
        buf: ByteBufferPtr,
        num_values: u32,
        encoding: Encoding,
        is_sorted: bool,
    },
}

impl Page {
    /// Returns [`PageType`](crate::basic::PageType) for this page.
    pub fn page_type(&self) -> PageType {
        match self {
            Page::DataPage { .. } => PageType::DATA_PAGE,
            Page::DataPageV2 { .. } => PageType::DATA_PAGE_V2,
            Page::DictionaryPage { .. } => PageType::DICTIONARY_PAGE,
        }
    }

    /// Returns internal byte buffer reference for this page.
    pub fn buffer(&self) -> &ByteBufferPtr {
        match self {
            Page::DataPage { ref buf, .. } => buf,
            Page::DataPageV2 { ref buf, .. } => buf,
            Page::DictionaryPage { ref buf, .. } => buf,
        }
    }

    /// Returns number of values in this page.
    pub fn num_values(&self) -> u32 {
        match self {
            Page::DataPage { num_values, .. } => *num_values,
            Page::DataPageV2 { num_values, .. } => *num_values,
            Page::DictionaryPage { num_values, .. } => *num_values,
        }
    }

    /// Returns this page [`Encoding`](crate::basic::Encoding).
    pub fn encoding(&self) -> Encoding {
        match self {
            Page::DataPage { encoding, .. } => *encoding,
            Page::DataPageV2 { encoding, .. } => *encoding,
            Page::DictionaryPage { encoding, .. } => *encoding,
        }
    }

    /// Returns optional [`Statistics`](crate::file::statistics::Statistics).
    pub fn statistics(&self) -> Option<&Statistics> {
        match self {
            Page::DataPage { ref statistics, .. } => statistics.as_ref(),
            Page::DataPageV2 { ref statistics, .. } => statistics.as_ref(),
            Page::DictionaryPage { .. } => None,
        }
    }
}

/// Helper struct to represent pages with potentially compressed buffer (data page v1) or
/// compressed and concatenated buffer (def levels + rep levels + compressed values for
/// data page v2).
///
/// The difference with `Page` is that `Page` buffer is always uncompressed.
pub struct CompressedPage {
    compressed_page: Page,
    uncompressed_size: usize,
}

impl CompressedPage {
    /// Creates `CompressedPage` from a page with potentially compressed buffer and
    /// uncompressed size.
    pub fn new(compressed_page: Page, uncompressed_size: usize) -> Self {
        Self {
            compressed_page,
            uncompressed_size,
        }
    }

    /// Returns page type.
    pub fn page_type(&self) -> PageType {
        self.compressed_page.page_type()
    }

    /// Returns underlying page with potentially compressed buffer.
    pub fn compressed_page(&self) -> &Page {
        &self.compressed_page
    }

    /// Returns uncompressed size in bytes.
    pub fn uncompressed_size(&self) -> usize {
        self.uncompressed_size
    }

    /// Returns compressed size in bytes.
    ///
    /// Note that it is assumed that buffer is compressed, but it may not be. In this
    /// case compressed size will be equal to uncompressed size.
    pub fn compressed_size(&self) -> usize {
        self.compressed_page.buffer().len()
    }

    /// Number of values in page.
    pub fn num_values(&self) -> u32 {
        self.compressed_page.num_values()
    }

    /// Returns encoding for values in page.
    pub fn encoding(&self) -> Encoding {
        self.compressed_page.encoding()
    }

    /// Returns slice of compressed buffer in the page.
    pub fn data(&self) -> &[u8] {
        self.compressed_page.buffer().data()
    }
}

/// Contains page write metrics.
pub struct PageWriteSpec {
    pub page_type: PageType,
    pub uncompressed_size: usize,
    pub compressed_size: usize,
    pub num_values: u32,
    pub offset: u64,
    pub bytes_written: u64,
}

impl PageWriteSpec {
    /// Creates new spec with default page write metrics.
    pub fn new() -> Self {
        Self {
            page_type: PageType::DATA_PAGE,
            uncompressed_size: 0,
            compressed_size: 0,
            num_values: 0,
            offset: 0,
            bytes_written: 0,
        }
    }
}

/// API for reading pages from a column chunk.
/// This offers a iterator like API to get the next page.
pub trait PageReader: Iterator<Item = Result<Page>> {
    /// Gets the next page in the column chunk associated with this reader.
    /// Returns `None` if there are no pages left.
    fn get_next_page(&mut self) -> Result<Option<Page>>;
}

/// API for writing pages in a column chunk.
///
/// It is reasonable to assume that all pages will be written in the correct order, e.g.
/// dictionary page followed by data pages, or a set of data pages, etc.
pub trait PageWriter {
    /// Writes a page into the output stream/sink.
    /// Returns `PageWriteSpec` that contains information about written page metrics,
    /// including number of bytes, size, number of values, offset, etc.
    ///
    /// This method is called for every compressed page we write into underlying buffer,
    /// either data page or dictionary page.
    fn write_page(&mut self, page: CompressedPage) -> Result<PageWriteSpec>;

    /// Writes column chunk metadata into the output stream/sink.
    ///
    /// This method is called once before page writer is closed, normally when writes are
    /// finalised in column writer.
    fn write_metadata(&mut self, metadata: &ColumnChunkMetaData) -> Result<()>;

    /// Closes resources and flushes underlying sink.
    /// Page writer should not be used after this method is called.
    fn close(&mut self) -> Result<()>;
}

/// An iterator over pages of some specific column in a parquet file.
pub trait PageIterator: Iterator<Item = Result<Box<dyn PageReader>>> {
    /// Get schema of parquet file.
    fn schema(&mut self) -> Result<SchemaDescPtr>;

    /// Get column schema of this page iterator.
    fn column_schema(&mut self) -> Result<ColumnDescPtr>;
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn test_page() {
        let data_page = Page::DataPage {
            buf: ByteBufferPtr::new(vec![0, 1, 2]),
            num_values: 10,
            encoding: Encoding::PLAIN,
            def_level_encoding: Encoding::RLE,
            rep_level_encoding: Encoding::RLE,
            statistics: Some(Statistics::int32(Some(1), Some(2), None, 1, true)),
        };
        assert_eq!(data_page.page_type(), PageType::DATA_PAGE);
        assert_eq!(data_page.buffer().data(), vec![0, 1, 2].as_slice());
        assert_eq!(data_page.num_values(), 10);
        assert_eq!(data_page.encoding(), Encoding::PLAIN);
        assert_eq!(
            data_page.statistics(),
            Some(&Statistics::int32(Some(1), Some(2), None, 1, true))
        );

        let data_page_v2 = Page::DataPageV2 {
            buf: ByteBufferPtr::new(vec![0, 1, 2]),
            num_values: 10,
            encoding: Encoding::PLAIN,
            num_nulls: 5,
            num_rows: 20,
            def_levels_byte_len: 30,
            rep_levels_byte_len: 40,
            is_compressed: false,
            statistics: Some(Statistics::int32(Some(1), Some(2), None, 1, true)),
        };
        assert_eq!(data_page_v2.page_type(), PageType::DATA_PAGE_V2);
        assert_eq!(data_page_v2.buffer().data(), vec![0, 1, 2].as_slice());
        assert_eq!(data_page_v2.num_values(), 10);
        assert_eq!(data_page_v2.encoding(), Encoding::PLAIN);
        assert_eq!(
            data_page_v2.statistics(),
            Some(&Statistics::int32(Some(1), Some(2), None, 1, true))
        );

        let dict_page = Page::DictionaryPage {
            buf: ByteBufferPtr::new(vec![0, 1, 2]),
            num_values: 10,
            encoding: Encoding::PLAIN,
            is_sorted: false,
        };
        assert_eq!(dict_page.page_type(), PageType::DICTIONARY_PAGE);
        assert_eq!(dict_page.buffer().data(), vec![0, 1, 2].as_slice());
        assert_eq!(dict_page.num_values(), 10);
        assert_eq!(dict_page.encoding(), Encoding::PLAIN);
        assert_eq!(dict_page.statistics(), None);
    }

    #[test]
    fn test_compressed_page() {
        let data_page = Page::DataPage {
            buf: ByteBufferPtr::new(vec![0, 1, 2]),
            num_values: 10,
            encoding: Encoding::PLAIN,
            def_level_encoding: Encoding::RLE,
            rep_level_encoding: Encoding::RLE,
            statistics: Some(Statistics::int32(Some(1), Some(2), None, 1, true)),
        };

        let cpage = CompressedPage::new(data_page, 5);

        assert_eq!(cpage.page_type(), PageType::DATA_PAGE);
        assert_eq!(cpage.uncompressed_size(), 5);
        assert_eq!(cpage.compressed_size(), 3);
        assert_eq!(cpage.num_values(), 10);
        assert_eq!(cpage.encoding(), Encoding::PLAIN);
        assert_eq!(cpage.data(), &[0, 1, 2]);
    }
}