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
// 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.

//! Utilities to traverse against various parquet type.

use crate::basic::{ConvertedType, Repetition};
use crate::errors::ParquetError::General;
use crate::errors::Result;
use crate::schema::types::{Type, TypePtr};

/// A utility trait to help user to traverse against parquet type.
pub trait TypeVisitor<R, C> {
    /// Called when a primitive type hit.
    fn visit_primitive(&mut self, primitive_type: TypePtr, context: C) -> Result<R>;

    /// Default implementation when visiting a list.
    ///
    /// It checks list type definition and calls [`Self::visit_list_with_item`] with extracted
    /// item type.
    ///
    /// To fully understand this algorithm, please refer to
    /// [parquet doc](https://github.com/apache/parquet-format/blob/master/LogicalTypes.md).
    ///
    /// For example, a standard list type looks like:
    ///
    /// ```text
    /// required/optional group my_list (LIST) {
    //    repeated group list {
    //      required/optional binary element (UTF8);
    //    }
    //  }
    /// ```
    ///
    /// In such a case, [`Self::visit_list_with_item`] will be called with `my_list` as the list
    /// type, and `element` as the `item_type`
    ///
    fn visit_list(&mut self, list_type: TypePtr, context: C) -> Result<R> {
        match list_type.as_ref() {
            Type::PrimitiveType { .. } => {
                panic!("{list_type:?} is a list type and must be a group type")
            }
            Type::GroupType {
                basic_info: _,
                fields,
            } if fields.len() == 1 => {
                let list_item = fields.first().unwrap();

                match list_item.as_ref() {
                    Type::PrimitiveType { .. } => {
                        if list_item.get_basic_info().repetition() == Repetition::REPEATED {
                            self.visit_list_with_item(list_type.clone(), list_item.clone(), context)
                        } else {
                            Err(General(
                                "Primitive element type of list must be repeated.".to_string(),
                            ))
                        }
                    }
                    Type::GroupType {
                        basic_info: _,
                        fields,
                    } => {
                        if fields.len() == 1
                            && list_item.name() != "array"
                            && list_item.name() != format!("{}_tuple", list_type.name())
                        {
                            self.visit_list_with_item(
                                list_type.clone(),
                                fields.first().unwrap().clone(),
                                context,
                            )
                        } else {
                            self.visit_list_with_item(list_type.clone(), list_item.clone(), context)
                        }
                    }
                }
            }
            _ => Err(General(
                "Group element type of list can only contain one field.".to_string(),
            )),
        }
    }

    /// Called when a struct type hit.
    fn visit_struct(&mut self, struct_type: TypePtr, context: C) -> Result<R>;

    /// Called when a map type hit.
    fn visit_map(&mut self, map_type: TypePtr, context: C) -> Result<R>;

    /// A utility method which detects input type and calls corresponding method.
    fn dispatch(&mut self, cur_type: TypePtr, context: C) -> Result<R> {
        if cur_type.is_primitive() {
            self.visit_primitive(cur_type, context)
        } else {
            match cur_type.get_basic_info().converted_type() {
                ConvertedType::LIST => self.visit_list(cur_type, context),
                ConvertedType::MAP | ConvertedType::MAP_KEY_VALUE => {
                    self.visit_map(cur_type, context)
                }
                _ => self.visit_struct(cur_type, context),
            }
        }
    }

    /// Called by `visit_list`.
    fn visit_list_with_item(
        &mut self,
        list_type: TypePtr,
        item_type: TypePtr,
        context: C,
    ) -> Result<R>;
}

#[cfg(test)]
mod tests {
    use super::TypeVisitor;
    use crate::basic::Type as PhysicalType;
    use crate::errors::Result;
    use crate::schema::parser::parse_message_type;
    use crate::schema::types::TypePtr;
    use std::sync::Arc;

    struct TestVisitorContext {}
    struct TestVisitor {
        primitive_visited: bool,
        struct_visited: bool,
        list_visited: bool,
        root_type: TypePtr,
    }

    impl TypeVisitor<bool, TestVisitorContext> for TestVisitor {
        fn visit_primitive(
            &mut self,
            primitive_type: TypePtr,
            _context: TestVisitorContext,
        ) -> Result<bool> {
            assert_eq!(
                self.get_field_by_name(primitive_type.name()).as_ref(),
                primitive_type.as_ref()
            );
            self.primitive_visited = true;
            Ok(true)
        }

        fn visit_struct(
            &mut self,
            struct_type: TypePtr,
            _context: TestVisitorContext,
        ) -> Result<bool> {
            assert_eq!(
                self.get_field_by_name(struct_type.name()).as_ref(),
                struct_type.as_ref()
            );
            self.struct_visited = true;
            Ok(true)
        }

        fn visit_map(&mut self, _map_type: TypePtr, _context: TestVisitorContext) -> Result<bool> {
            unimplemented!()
        }

        fn visit_list_with_item(
            &mut self,
            list_type: TypePtr,
            item_type: TypePtr,
            _context: TestVisitorContext,
        ) -> Result<bool> {
            assert_eq!(
                self.get_field_by_name(list_type.name()).as_ref(),
                list_type.as_ref()
            );
            assert_eq!("element", item_type.name());
            assert_eq!(PhysicalType::INT32, item_type.get_physical_type());
            self.list_visited = true;
            Ok(true)
        }
    }

    impl TestVisitor {
        fn new(root: TypePtr) -> Self {
            Self {
                primitive_visited: false,
                struct_visited: false,
                list_visited: false,
                root_type: root,
            }
        }

        fn get_field_by_name(&self, name: &str) -> TypePtr {
            self.root_type
                .get_fields()
                .iter()
                .find(|t| t.name() == name)
                .cloned()
                .unwrap()
        }
    }

    #[test]
    fn test_visitor() {
        let message_type = "
          message spark_schema {
            REQUIRED INT32 a;
            OPTIONAL group inner_schema {
              REQUIRED INT32 b;
              REQUIRED DOUBLE c;
            }

            OPTIONAL group e (LIST) {
              REPEATED group list {
                REQUIRED INT32 element;
              }
            }
        ";

        let parquet_type = Arc::new(parse_message_type(message_type).unwrap());

        let mut visitor = TestVisitor::new(parquet_type.clone());
        for f in parquet_type.get_fields() {
            let c = TestVisitorContext {};
            assert!(visitor.dispatch(f.clone(), c).unwrap());
        }

        assert!(visitor.struct_visited);
        assert!(visitor.primitive_visited);
        assert!(visitor.list_visited);
    }
}