venv/lib/python3.11/site-packages/pyarrow/include/parquet/level_conversion.h

// 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.

#pragma once

#include <cstdint>

#include "arrow/util/endian.h"
#include "parquet/platform.h"
#include "parquet/schema.h"

namespace parquet::internal {

struct PARQUET_EXPORT LevelInfo {
  LevelInfo()
      : null_slot_usage(1), def_level(0), rep_level(0), repeated_ancestor_def_level(0) {}
  LevelInfo(int32_t null_slots, int32_t definition_level, int32_t repetition_level,
            int32_t repeated_ancestor_definition_level)
      : null_slot_usage(null_slots),
        def_level(static_cast<int16_t>(definition_level)),
        rep_level(static_cast<int16_t>(repetition_level)),
        repeated_ancestor_def_level(
            static_cast<int16_t>(repeated_ancestor_definition_level)) {}

  bool operator==(const LevelInfo& b) const {
    return null_slot_usage == b.null_slot_usage && def_level == b.def_level &&
           rep_level == b.rep_level &&
           repeated_ancestor_def_level == b.repeated_ancestor_def_level;
  }

  bool HasNullableValues() const { return repeated_ancestor_def_level < def_level; }

  // How many slots an undefined but present (i.e. null) element in
  // parquet consumes when decoding to Arrow.
  // "Slot" is used in the same context as the Arrow specification
  // (i.e. a value holder).
  // This is only ever >1 for descendents of FixedSizeList.
  int32_t null_slot_usage = 1;

  // The definition level at which the value for the field
  // is considered not null (definition levels greater than
  // or equal to this value indicate a not-null
  // value for the field). For list fields definition levels
  // greater than or equal to this field indicate a present,
  // possibly null, child value.
  int16_t def_level = 0;

  // The repetition level corresponding to this element
  // or the closest repeated ancestor.  Any repetition
  // level less than this indicates either a new list OR
  // an empty list (which is determined in conjunction
  // with definition levels).
  int16_t rep_level = 0;

  // The definition level indicating the level at which the closest
  // repeated ancestor is not empty.  This is used to discriminate
  // between a value less than |def_level| being null or excluded entirely.
  // For instance if we have an arrow schema like:
  // list(struct(f0: int)).  Then then there are the following
  // definition levels:
  //   0 = null list
  //   1 = present but empty list.
  //   2 = a null value in the list
  //   3 = a non null struct but null integer.
  //   4 = a present integer.
  // When reconstructing, the struct and integer arrays'
  // repeated_ancestor_def_level would be 2.  Any
  // def_level < 2 indicates that there isn't a corresponding
  // child value in the list.
  // i.e. [null, [], [null], [{f0: null}], [{f0: 1}]]
  // has the def levels [0, 1, 2, 3, 4].  The actual
  // struct array is only of length 3: [not-set, set, set] and
  // the int array is also of length 3: [N/A, null, 1].
  //
  int16_t repeated_ancestor_def_level = 0;

  /// Increments levels according to the cardinality of node.
  void Increment(const schema::Node& node) {
    if (node.is_repeated()) {
      IncrementRepeated();
      return;
    }
    if (node.is_optional()) {
      IncrementOptional();
      return;
    }
  }

  /// Increments level for a optional node.
  void IncrementOptional() { def_level++; }

  /// Increments levels for the repeated node.  Returns
  /// the previous ancestor_list_def_level.
  int16_t IncrementRepeated() {
    int16_t last_repeated_ancestor = repeated_ancestor_def_level;

    // Repeated fields add both a repetition and definition level. This is used
    // to distinguish between an empty list and a list with an item in it.
    ++rep_level;
    ++def_level;
    // For levels >= repeated_ancestor_def_level it indicates the list was
    // non-null and had at least one element.  This is important
    // for later decoding because we need to add a slot for these
    // values.  for levels < current_def_level no slots are added
    // to arrays.
    repeated_ancestor_def_level = def_level;
    return last_repeated_ancestor;
  }

  // Calculates and returns LevelInfo for a column descriptor.
  static LevelInfo ComputeLevelInfo(const ColumnDescriptor* descr) {
    LevelInfo level_info;
    level_info.def_level = descr->max_definition_level();
    level_info.rep_level = descr->max_repetition_level();

    int16_t min_spaced_def_level = descr->max_definition_level();
    const ::parquet::schema::Node* node = descr->schema_node().get();
    while (node && !node->is_repeated()) {
      if (node->is_optional()) {
        min_spaced_def_level--;
      }
      node = node->parent();
    }
    level_info.repeated_ancestor_def_level = min_spaced_def_level;
    return level_info;
  }

  friend std::ostream& operator<<(std::ostream& os, const LevelInfo& levels) {
    // This print method is to silence valgrind issues.  What's printed
    // is not important because all asserts happen directly on
    // members.
    os << "{def=" << levels.def_level << ", rep=" << levels.rep_level
       << ", repeated_ancestor_def=" << levels.repeated_ancestor_def_level;
    if (levels.null_slot_usage > 1) {
      os << ", null_slot_usage=" << levels.null_slot_usage;
    }
    os << "}";
    return os;
  }
};

// Input/Output structure for reconstructed validity bitmaps.
struct PARQUET_EXPORT ValidityBitmapInputOutput {
  // Input only.
  // The maximum number of values_read expected (actual
  // values read must be less than or equal to this value).
  // If this number is exceeded methods will throw a
  // ParquetException. Exceeding this limit indicates
  // either a corrupt or incorrectly written file.
  int64_t values_read_upper_bound = 0;
  // Output only. The number of values added to the encountered
  // (this is logically the count of the number of elements
  // for an Arrow array).
  int64_t values_read = 0;
  // Input/Output. The number of nulls encountered.
  int64_t null_count = 0;
  // Output only. The validity bitmap to populate. Maybe be null only
  // for DefRepLevelsToListInfo (if all that is needed is list offsets).
  uint8_t* valid_bits = NULLPTR;
  // Input only, offset into valid_bits to start at.
  int64_t valid_bits_offset = 0;
};

//  Converts def_levels to validity bitmaps for non-list arrays and structs that have
//  at least one member that is not a list and has no list descendents.
//  For lists use DefRepLevelsToList and structs where all descendants contain
//  a list use DefRepLevelsToBitmap.
void PARQUET_EXPORT DefLevelsToBitmap(const int16_t* def_levels, int64_t num_def_levels,
                                      LevelInfo level_info,
                                      ValidityBitmapInputOutput* output);

// Reconstructs a validity bitmap and list offsets for a list arrays based on
// def/rep levels. The first element of offsets will not be modified if rep_levels
// starts with a new list.  The first element of offsets will be used when calculating
// the next offset.  See documentation onf DefLevelsToBitmap for when to use this
// method vs the other ones in this file for reconstruction.
//
// Offsets must be sized to 1 + values_read_upper_bound.
void PARQUET_EXPORT DefRepLevelsToList(const int16_t* def_levels,
                                       const int16_t* rep_levels, int64_t num_def_levels,
                                       LevelInfo level_info,
                                       ValidityBitmapInputOutput* output,
                                       int32_t* offsets);
void PARQUET_EXPORT DefRepLevelsToList(const int16_t* def_levels,
                                       const int16_t* rep_levels, int64_t num_def_levels,
                                       LevelInfo level_info,
                                       ValidityBitmapInputOutput* output,
                                       int64_t* offsets);

// Reconstructs a validity bitmap for a struct every member is a list or has
// a list descendant.  See documentation on DefLevelsToBitmap for when more
// details on this method compared to the other ones defined above.
void PARQUET_EXPORT DefRepLevelsToBitmap(const int16_t* def_levels,
                                         const int16_t* rep_levels,
                                         int64_t num_def_levels, LevelInfo level_info,
                                         ValidityBitmapInputOutput* output);

// This is exposed to ensure we can properly test a software simulated pext function
// (i.e. it isn't hidden by runtime dispatch).
uint64_t PARQUET_EXPORT TestOnlyExtractBitsSoftware(uint64_t bitmap, uint64_t selection);

}  // namespace parquet::internal