Coverage Report

Created: 2026-03-14 20:54

next uncovered line (L), next uncovered region (R), next uncovered branch (B)
be/src/exprs/table_function/python_udtf_function.h
Line
Count
Source
1
// Licensed to the Apache Software Foundation (ASF) under one
2
// or more contributor license agreements.  See the NOTICE file
3
// distributed with this work for additional information
4
// regarding copyright ownership.  The ASF licenses this file
5
// to you under the Apache License, Version 2.0 (the
6
// "License"); you may not use this file except in compliance
7
// with the License.  You may obtain a copy of the License at
8
//
9
//   http://www.apache.org/licenses/LICENSE-2.0
10
//
11
// Unless required by applicable law or agreed to in writing,
12
// software distributed under the License is distributed on an
13
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
14
// KIND, either express or implied.  See the License for the
15
// specific language governing permissions and limitations
16
// under the License.
17
18
#pragma once
19
20
#include <arrow/record_batch.h>
21
#include <cctz/time_zone.h>
22
23
#include "common/status.h"
24
#include "core/column/column.h"
25
#include "core/data_type/data_type.h"
26
#include "exprs/function/array/function_array_utils.h"
27
#include "exprs/table_function/table_function.h"
28
#include "udf/python/python_udtf_client.h"
29
30
namespace doris {
31
#include "common/compile_check_begin.h"
32
33
/**
34
 * PythonUDTFFunction - Python User-Defined Table Function
35
 * 
36
 * Execution Flow:
37
 * 1. open() - Create Python UDTF client and establish RPC connection
38
 * 2. process_init(block) - Batch evaluate all rows:
39
 *    - Convert input block to Arrow RecordBatch
40
 *    - Call Python UDTF server via RPC (evaluates all rows in one call)
41
 *    - Receive Arrow ListArray (one list per input row)
42
 *    - Convert to array<T> column using DataTypeArraySerDe
43
 * 3. process_row(row_idx) - Set array offset for current row
44
 * 4. get_value()/get_same_many_values() - Extract values from array column
45
 * 5. process_close() - Clean up batch state (array column, offsets)
46
 * 6. close() - Close Python UDTF client and RPC connection
47
 */
48
class PythonUDTFFunction final : public TableFunction {
49
    ENABLE_FACTORY_CREATOR(PythonUDTFFunction);
50
51
public:
52
    PythonUDTFFunction(const TFunction& t_fn);
53
0
    ~PythonUDTFFunction() override = default;
54
55
    Status open() override;
56
    Status process_init(Block* block, RuntimeState* state) override;
57
    void process_row(size_t row_idx) override;
58
    void process_close() override;
59
    void get_same_many_values(MutableColumnPtr& column, int length) override;
60
    int get_value(MutableColumnPtr& column, int max_step) override;
61
    Status close() override;
62
63
private:
64
    /**
65
     * Convert Python UDTF output (Arrow ListArray) to Doris array column
66
     * 
67
     * Input from Python server (via Arrow RPC):
68
     * - list_array: Arrow ListArray where each element corresponds to one input row's outputs
69
     *
70
     * Format:
71
     * - Single-column output: List<T> (e.g., List<int>, List<string>)
72
     * - Multi-column output: List<Struct<col1, col2, ...>>
73
     *
74
     * Example: 3 input rows producing variable output rows
75
     *   ListArray structure:
76
     *     [0]: [val1, val2, val3]       (3 elements)
77
     *     [1]: []                       (0 elements - empty array)
78
     *     [2]: [val4, val5, val6, val7] (4 elements)
79
     *
80
     * @param list_array Arrow ListArray containing UDTF output (length = num_input_rows)
81
     * @return Status indicating success or validation/conversion errors
82
     */
83
    Status _convert_list_array_to_array_column(const std::shared_ptr<arrow::ListArray>& list_array);
84
85
    const TFunction& _t_fn;
86
    DataTypePtr _return_type;
87
    PythonUDTFClientPtr _udtf_client;
88
    cctz::time_zone _timezone_obj;
89
90
    // Result storage (similar to Java UDTF)
91
    ColumnPtr _array_result_column;                // Array column storing all results
92
    ColumnArrayExecutionData _array_column_detail; // Array metadata for efficient access
93
    int64_t _array_offset = 0;                     // Offset into array for current row
94
};
95
96
#include "common/compile_check_end.h"
97
} // namespace doris