| /* | |
| * Copyright (C) 2023 The Android Open Source Project | |
| * | |
| * Licensed 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. | |
| */ | |
| #include "src/trace_processor/db/runtime_table.h" | |
| #include <algorithm> | |
| #include <cinttypes> | |
| #include <cstddef> | |
| #include <cstdint> | |
| #include <limits> | |
| #include <memory> | |
| #include <optional> | |
| #include <string> | |
| #include <utility> | |
| #include <variant> | |
| #include <vector> | |
| #include "perfetto/base/logging.h" | |
| #include "perfetto/base/status.h" | |
| #include "perfetto/ext/base/status_or.h" | |
| #include "perfetto/trace_processor/basic_types.h" | |
| #include "perfetto/trace_processor/ref_counted.h" | |
| #include "src/trace_processor/containers/bit_vector.h" | |
| #include "src/trace_processor/containers/string_pool.h" | |
| #include "src/trace_processor/db/column.h" | |
| #include "src/trace_processor/db/column/data_layer.h" | |
| #include "src/trace_processor/db/column/id_storage.h" | |
| #include "src/trace_processor/db/column/null_overlay.h" | |
| #include "src/trace_processor/db/column/numeric_storage.h" | |
| #include "src/trace_processor/db/column/overlay_layer.h" | |
| #include "src/trace_processor/db/column/selector_overlay.h" | |
| #include "src/trace_processor/db/column/storage_layer.h" | |
| #include "src/trace_processor/db/column/string_storage.h" | |
| #include "src/trace_processor/db/column/types.h" | |
| #include "src/trace_processor/db/column_storage.h" | |
| #include "src/trace_processor/db/column_storage_overlay.h" | |
| namespace perfetto::trace_processor { | |
| namespace { | |
| template <typename T, typename U> | |
| T Fill(uint32_t leading_nulls, U value) { | |
| T res; | |
| for (uint32_t i = 0; i < leading_nulls; ++i) { | |
| res.Append(value); | |
| } | |
| return res; | |
| } | |
| bool IsPerfectlyRepresentableAsDouble(int64_t res) { | |
| static constexpr int64_t kMaxDoubleRepresentible = 1ull << 53; | |
| return res >= -kMaxDoubleRepresentible && res <= kMaxDoubleRepresentible; | |
| } | |
| void CreateNonNullableIntsColumn( | |
| uint32_t col_idx, | |
| const char* col_name, | |
| ColumnStorage<int64_t>* ints_storage, | |
| std::vector<RefPtr<column::StorageLayer>>& storage_layers, | |
| std::vector<RefPtr<column::OverlayLayer>>& overlay_layers, | |
| std::vector<ColumnLegacy>& legacy_columns, | |
| std::vector<ColumnStorageOverlay>& legacy_overlays) { | |
| const std::vector<int64_t>& values = ints_storage->vector(); | |
| // Looking for the iterator to the first value that is less or equal to the | |
| // previous value. The values before are therefore strictly monotonic - each | |
| // is greater than the previous one. | |
| bool is_monotonic = true; | |
| bool is_sorted = true; | |
| for (uint32_t i = 1; i < values.size() && is_sorted; i++) { | |
| is_monotonic = is_monotonic && values[i - 1] < values[i]; | |
| is_sorted = values[i - 1] <= values[i]; | |
| } | |
| // The special treatement for Id columns makes no sense for empty or | |
| // single element indices. Those should be treated as standard int | |
| // column. | |
| // We expect id column to: | |
| // - be strictly monotonic. | |
| bool is_id = is_monotonic; | |
| // - have more than 1 element. | |
| is_id = is_id && values.size() > 1; | |
| // - have first elements smaller then 2^20, mostly to prevent timestamps | |
| // columns from becoming Id columns. | |
| is_id = is_id && values.front() < 1 << 20; | |
| // - have `uint32_t` values. | |
| is_id = is_id && values.front() >= std::numeric_limits<uint32_t>::min() && | |
| values.back() < std::numeric_limits<uint32_t>::max(); | |
| // - have on average more than 1 set bit per int64_t (over 1/64 density) | |
| is_id = is_id && static_cast<uint32_t>(values.back()) < 64 * values.size(); | |
| if (is_id) { | |
| // The column is an Id column. | |
| storage_layers[col_idx].reset(new column::IdStorage()); | |
| // If the id is dense (i.e. the start is zero and the size equals the last | |
| // value) then there's no need for an overlay. | |
| bool is_dense = values.front() == 0 && | |
| static_cast<uint32_t>(values.back()) == values.size() - 1; | |
| if (is_dense) { | |
| legacy_columns.push_back( | |
| ColumnLegacy::IdColumn(col_idx, 0, col_name, ColumnLegacy::kIdFlags)); | |
| } else { | |
| legacy_overlays.emplace_back(BitVector::FromSortedIndexVector(values)); | |
| overlay_layers.emplace_back().reset(new column::SelectorOverlay( | |
| legacy_overlays.back().row_map().GetIfBitVector())); | |
| legacy_columns.push_back(ColumnLegacy::IdColumn( | |
| col_idx, static_cast<uint32_t>(legacy_overlays.size() - 1), col_name, | |
| ColumnLegacy::kIdFlags)); | |
| } | |
| return; | |
| } | |
| uint32_t flags = | |
| is_sorted ? ColumnLegacy::Flag::kNonNull | ColumnLegacy::Flag::kSorted | |
| : ColumnLegacy::Flag::kNonNull; | |
| legacy_columns.emplace_back(col_name, ints_storage, flags, col_idx, 0); | |
| storage_layers[col_idx].reset(new column::NumericStorage<int64_t>( | |
| &values, ColumnType::kInt64, is_sorted)); | |
| } | |
| } // namespace | |
| RuntimeTable::RuntimeTable( | |
| StringPool* pool, | |
| uint32_t row_count, | |
| std::vector<ColumnLegacy> columns, | |
| std::vector<ColumnStorageOverlay> overlays, | |
| std::vector<RefPtr<column::StorageLayer>> storage_layers, | |
| std::vector<RefPtr<column::OverlayLayer>> null_layers, | |
| std::vector<RefPtr<column::OverlayLayer>> overlay_layers) | |
| : Table(pool, row_count, std::move(columns), std::move(overlays)) { | |
| OnConstructionCompleted(std::move(storage_layers), std::move(null_layers), | |
| std::move(overlay_layers)); | |
| } | |
| RuntimeTable::~RuntimeTable() = default; | |
| RuntimeTable::Builder::Builder(StringPool* pool, | |
| const std::vector<std::string>& col_names) | |
| : Builder(pool, | |
| col_names, | |
| std::vector<BuilderColumnType>(col_names.size(), kNull)) {} | |
| RuntimeTable::Builder::Builder(StringPool* pool, | |
| const std::vector<std::string>& col_names, | |
| const std::vector<BuilderColumnType>& col_types) | |
| : string_pool_(pool), col_names_(col_names) { | |
| for (BuilderColumnType type : col_types) { | |
| switch (type) { | |
| case kNull: | |
| storage_.emplace_back(std::make_unique<VariantStorage>()); | |
| break; | |
| case kInt: | |
| storage_.emplace_back(std::make_unique<VariantStorage>(IntStorage())); | |
| break; | |
| case kNullInt: | |
| storage_.emplace_back( | |
| std::make_unique<VariantStorage>(NullIntStorage())); | |
| break; | |
| case kDouble: | |
| storage_.emplace_back( | |
| std::make_unique<VariantStorage>(DoubleStorage())); | |
| break; | |
| case kNullDouble: | |
| storage_.emplace_back( | |
| std::make_unique<VariantStorage>(NullDoubleStorage())); | |
| break; | |
| case kString: | |
| storage_.emplace_back( | |
| std::make_unique<VariantStorage>(StringStorage())); | |
| break; | |
| } | |
| } | |
| } | |
| base::Status RuntimeTable::Builder::AddNull(uint32_t idx) { | |
| auto* col = storage_[idx].get(); | |
| if (auto* leading_nulls = std::get_if<uint32_t>(col)) { | |
| (*leading_nulls)++; | |
| } else if (auto* ints = std::get_if<NullIntStorage>(col)) { | |
| ints->Append(std::nullopt); | |
| } else if (auto* strings = std::get_if<StringStorage>(col)) { | |
| strings->Append(StringPool::Id::Null()); | |
| } else if (auto* doubles = std::get_if<NullDoubleStorage>(col)) { | |
| doubles->Append(std::nullopt); | |
| } else { | |
| PERFETTO_FATAL("Unexpected column type"); | |
| } | |
| return base::OkStatus(); | |
| } | |
| base::Status RuntimeTable::Builder::AddInteger(uint32_t idx, int64_t res) { | |
| auto* col = storage_[idx].get(); | |
| if (auto* leading_nulls_ptr = std::get_if<uint32_t>(col)) { | |
| *col = Fill<NullIntStorage>(*leading_nulls_ptr, std::nullopt); | |
| } | |
| if (auto* doubles = std::get_if<NullDoubleStorage>(col)) { | |
| if (!IsPerfectlyRepresentableAsDouble(res)) { | |
| return base::ErrStatus("Column %s contains %" PRId64 | |
| " which cannot be represented as a double", | |
| col_names_[idx].c_str(), res); | |
| } | |
| doubles->Append(static_cast<double>(res)); | |
| return base::OkStatus(); | |
| } | |
| auto* ints = std::get_if<NullIntStorage>(col); | |
| if (!ints) { | |
| return base::ErrStatus("Column %s does not have consistent types", | |
| col_names_[idx].c_str()); | |
| } | |
| ints->Append(res); | |
| return base::OkStatus(); | |
| } | |
| base::Status RuntimeTable::Builder::AddFloat(uint32_t idx, double res) { | |
| auto* col = storage_[idx].get(); | |
| if (auto* leading_nulls_ptr = std::get_if<uint32_t>(col)) { | |
| *col = Fill<NullDoubleStorage>(*leading_nulls_ptr, std::nullopt); | |
| } | |
| if (auto* ints = std::get_if<NullIntStorage>(col)) { | |
| NullDoubleStorage storage; | |
| for (uint32_t i = 0; i < ints->size(); ++i) { | |
| std::optional<int64_t> int_val = ints->Get(i); | |
| if (!int_val) { | |
| storage.Append(std::nullopt); | |
| continue; | |
| } | |
| if (int_val && !IsPerfectlyRepresentableAsDouble(*int_val)) { | |
| return base::ErrStatus("Column %s contains %" PRId64 | |
| " which cannot be represented as a double", | |
| col_names_[idx].c_str(), *int_val); | |
| } | |
| storage.Append(static_cast<double>(*int_val)); | |
| } | |
| *col = std::move(storage); | |
| } | |
| auto* doubles = std::get_if<NullDoubleStorage>(col); | |
| if (!doubles) { | |
| return base::ErrStatus("Column %s does not have consistent types", | |
| col_names_[idx].c_str()); | |
| } | |
| doubles->Append(res); | |
| return base::OkStatus(); | |
| } | |
| base::Status RuntimeTable::Builder::AddText(uint32_t idx, const char* ptr) { | |
| auto* col = storage_[idx].get(); | |
| if (auto* leading_nulls_ptr = std::get_if<uint32_t>(col)) { | |
| *col = Fill<StringStorage>(*leading_nulls_ptr, StringPool::Id::Null()); | |
| } | |
| auto* strings = std::get_if<StringStorage>(col); | |
| if (!strings) { | |
| return base::ErrStatus("Column %s does not have consistent types", | |
| col_names_[idx].c_str()); | |
| } | |
| strings->Append(string_pool_->InternString(ptr)); | |
| return base::OkStatus(); | |
| } | |
| base::Status RuntimeTable::Builder::AddIntegers(uint32_t idx, | |
| int64_t val, | |
| uint32_t count) { | |
| auto* col = storage_[idx].get(); | |
| if (auto* leading_nulls_ptr = std::get_if<uint32_t>(col)) { | |
| *col = Fill<NullIntStorage>(*leading_nulls_ptr, std::nullopt); | |
| } | |
| if (auto* doubles = std::get_if<NullDoubleStorage>(col)) { | |
| if (!IsPerfectlyRepresentableAsDouble(val)) { | |
| return base::ErrStatus("Column %s contains %" PRId64 | |
| " which cannot be represented as a double", | |
| col_names_[idx].c_str(), val); | |
| } | |
| doubles->AppendMultiple(static_cast<double>(val), count); | |
| return base::OkStatus(); | |
| } | |
| if (auto* null_ints = std::get_if<NullIntStorage>(col)) { | |
| null_ints->AppendMultiple(val, count); | |
| return base::OkStatus(); | |
| } | |
| auto* ints = std::get_if<IntStorage>(col); | |
| if (!ints) { | |
| return base::ErrStatus("Column %s does not have consistent types", | |
| col_names_[idx].c_str()); | |
| } | |
| ints->AppendMultiple(val, count); | |
| return base::OkStatus(); | |
| } | |
| base::Status RuntimeTable::Builder::AddFloats(uint32_t idx, | |
| double res, | |
| uint32_t count) { | |
| auto* col = storage_[idx].get(); | |
| if (auto* leading_nulls_ptr = std::get_if<uint32_t>(col)) { | |
| *col = Fill<NullDoubleStorage>(*leading_nulls_ptr, std::nullopt); | |
| } | |
| if (auto* ints = std::get_if<NullIntStorage>(col)) { | |
| NullDoubleStorage storage; | |
| for (uint32_t i = 0; i < ints->size(); ++i) { | |
| std::optional<int64_t> int_val = ints->Get(i); | |
| if (!int_val) { | |
| storage.AppendMultipleNulls(count); | |
| continue; | |
| } | |
| if (int_val && !IsPerfectlyRepresentableAsDouble(*int_val)) { | |
| return base::ErrStatus("Column %s contains %" PRId64 | |
| " which cannot be represented as a double", | |
| col_names_[idx].c_str(), *int_val); | |
| } | |
| storage.AppendMultiple(static_cast<double>(*int_val), count); | |
| } | |
| *col = std::move(storage); | |
| } | |
| auto* doubles = std::get_if<NullDoubleStorage>(col); | |
| if (!doubles) { | |
| return base::ErrStatus("Column %s does not have consistent types", | |
| col_names_[idx].c_str()); | |
| } | |
| doubles->AppendMultiple(res, count); | |
| return base::OkStatus(); | |
| } | |
| base::Status RuntimeTable::Builder::AddTexts(uint32_t idx, | |
| const char* ptr, | |
| uint32_t count) { | |
| auto* col = storage_[idx].get(); | |
| if (auto* leading_nulls_ptr = std::get_if<uint32_t>(col)) { | |
| *col = Fill<StringStorage>(*leading_nulls_ptr, StringPool::Id::Null()); | |
| } | |
| auto* strings = std::get_if<StringStorage>(col); | |
| if (!strings) { | |
| return base::ErrStatus("Column %s does not have consistent types", | |
| col_names_[idx].c_str()); | |
| } | |
| strings->AppendMultiple(string_pool_->InternString(ptr), count); | |
| return base::OkStatus(); | |
| } | |
| base::Status RuntimeTable::Builder::AddNulls(uint32_t idx, uint32_t count) { | |
| auto* col = storage_[idx].get(); | |
| if (auto* leading_nulls = std::get_if<uint32_t>(col)) { | |
| (*leading_nulls)++; | |
| } else if (auto* ints = std::get_if<NullIntStorage>(col)) { | |
| ints->AppendMultipleNulls(count); | |
| } else if (auto* strings = std::get_if<StringStorage>(col)) { | |
| strings->AppendMultiple(StringPool::Id::Null(), count); | |
| } else if (auto* doubles = std::get_if<NullDoubleStorage>(col)) { | |
| doubles->AppendMultipleNulls(count); | |
| } else { | |
| PERFETTO_FATAL("Unexpected column type"); | |
| } | |
| return base::OkStatus(); | |
| } | |
| void RuntimeTable::Builder::AddNonNullIntegersUnchecked( | |
| uint32_t idx, | |
| const std::vector<int64_t>& res) { | |
| std::get<IntStorage>(*storage_[idx]).Append(res); | |
| } | |
| void RuntimeTable::Builder::AddNullIntegersUnchecked( | |
| uint32_t idx, | |
| const std::vector<int64_t>& res) { | |
| std::get<NullIntStorage>(*storage_[idx]).Append(res); | |
| } | |
| void RuntimeTable::Builder::AddNonNullDoublesUnchecked( | |
| uint32_t idx, | |
| const std::vector<double>& vals) { | |
| std::get<DoubleStorage>(*storage_[idx]).Append(vals); | |
| } | |
| void RuntimeTable::Builder::AddNullDoublesUnchecked( | |
| uint32_t idx, | |
| const std::vector<double>& vals) { | |
| std::get<NullDoubleStorage>(*storage_[idx]).Append(vals); | |
| } | |
| base::StatusOr<std::unique_ptr<RuntimeTable>> RuntimeTable::Builder::Build( | |
| uint32_t rows) && { | |
| std::vector<RefPtr<column::StorageLayer>> storage_layers(col_names_.size() + | |
| 1); | |
| std::vector<RefPtr<column::OverlayLayer>> null_layers(col_names_.size() + 1); | |
| std::vector<ColumnLegacy> legacy_columns; | |
| std::vector<ColumnStorageOverlay> legacy_overlays; | |
| // |overlay_layers| might use the RowMaps used by |legacy_overlays| and access | |
| // them by fetching the pointer to the RowMap inside overlay. We need to make | |
| // sure that those pointers will not change, hence we need to make sure that | |
| // the vector will not resize. In the current implementation there is at most | |
| // one overlay per column. | |
| legacy_overlays.reserve(col_names_.size() + 1); | |
| legacy_overlays.emplace_back(rows); | |
| std::vector<RefPtr<column::OverlayLayer>> overlay_layers(1); | |
| for (uint32_t i = 0; i < col_names_.size(); ++i) { | |
| auto* col = storage_[i].get(); | |
| std::unique_ptr<column::DataLayerChain> chain; | |
| if (auto* leading_nulls = std::get_if<uint32_t>(col)) { | |
| PERFETTO_CHECK(*leading_nulls == rows); | |
| *col = Fill<NullIntStorage>(*leading_nulls, std::nullopt); | |
| } | |
| if (auto* null_ints = std::get_if<NullIntStorage>(col)) { | |
| // The `ints` column | |
| PERFETTO_CHECK(null_ints->size() == rows); | |
| if (null_ints->non_null_size() == null_ints->size()) { | |
| // The column doesn't have any nulls so we construct a new nonnullable | |
| // column. | |
| *col = IntStorage::CreateFromAssertNonNull(std::move(*null_ints)); | |
| CreateNonNullableIntsColumn( | |
| i, col_names_[i].c_str(), std::get_if<IntStorage>(col), | |
| storage_layers, overlay_layers, legacy_columns, legacy_overlays); | |
| } else { | |
| // Nullable ints column. | |
| legacy_columns.emplace_back(col_names_[i].c_str(), null_ints, | |
| ColumnLegacy::Flag::kNoFlag, i, 0); | |
| storage_layers[i].reset(new column::NumericStorage<int64_t>( | |
| &null_ints->non_null_vector(), ColumnType::kInt64, false)); | |
| null_layers[i].reset( | |
| new column::NullOverlay(&null_ints->non_null_bit_vector())); | |
| } | |
| } else if (auto* ints = std::get_if<IntStorage>(col)) { | |
| // The `ints` column for tables where column types was provided before. | |
| PERFETTO_CHECK(ints->size() == rows); | |
| CreateNonNullableIntsColumn( | |
| i, col_names_[i].c_str(), std::get_if<IntStorage>(col), | |
| storage_layers, overlay_layers, legacy_columns, legacy_overlays); | |
| } else if (auto* doubles = std::get_if<DoubleStorage>(col)) { | |
| // The `doubles` column for tables where column types was provided before. | |
| PERFETTO_CHECK(doubles->size() == rows); | |
| bool is_sorted = | |
| std::is_sorted(doubles->vector().begin(), doubles->vector().end()); | |
| uint32_t flags = | |
| is_sorted ? ColumnLegacy::Flag::kNonNull | ColumnLegacy::Flag::kSorted | |
| : ColumnLegacy::Flag::kNonNull; | |
| legacy_columns.emplace_back(col_names_[i].c_str(), doubles, flags, i, 0); | |
| storage_layers[i].reset(new column::NumericStorage<double>( | |
| &doubles->vector(), ColumnType::kDouble, is_sorted)); | |
| } else if (auto* null_doubles = std::get_if<NullDoubleStorage>(col)) { | |
| // The doubles column. | |
| PERFETTO_CHECK(null_doubles->size() == rows); | |
| if (null_doubles->non_null_size() == null_doubles->size()) { | |
| // The column is not nullable. | |
| *col = DoubleStorage::CreateFromAssertNonNull(std::move(*null_doubles)); | |
| auto* non_null_doubles = std::get_if<DoubleStorage>(col); | |
| bool is_sorted = std::is_sorted(non_null_doubles->vector().begin(), | |
| non_null_doubles->vector().end()); | |
| uint32_t flags = is_sorted ? ColumnLegacy::Flag::kNonNull | | |
| ColumnLegacy::Flag::kSorted | |
| : ColumnLegacy::Flag::kNonNull; | |
| legacy_columns.emplace_back(col_names_[i].c_str(), non_null_doubles, | |
| flags, i, 0); | |
| storage_layers[i].reset(new column::NumericStorage<double>( | |
| &non_null_doubles->vector(), ColumnType::kDouble, is_sorted)); | |
| } else { | |
| // The column is nullable. | |
| legacy_columns.emplace_back(col_names_[i].c_str(), null_doubles, | |
| ColumnLegacy::Flag::kNoFlag, i, 0); | |
| storage_layers[i].reset(new column::NumericStorage<double>( | |
| &null_doubles->non_null_vector(), ColumnType::kDouble, false)); | |
| null_layers[i].reset( | |
| new column::NullOverlay(&null_doubles->non_null_bit_vector())); | |
| } | |
| } else if (auto* strings = std::get_if<StringStorage>(col)) { | |
| // The `strings` column. | |
| PERFETTO_CHECK(strings->size() == rows); | |
| legacy_columns.emplace_back(col_names_[i].c_str(), strings, | |
| ColumnLegacy::Flag::kNonNull, i, 0); | |
| storage_layers[i].reset( | |
| new column::StringStorage(string_pool_, &strings->vector())); | |
| } else { | |
| PERFETTO_FATAL("Unexpected column type"); | |
| } | |
| } | |
| legacy_columns.push_back(ColumnLegacy::IdColumn( | |
| static_cast<uint32_t>(legacy_columns.size()), 0, "_auto_id", | |
| ColumnLegacy::kIdFlags | ColumnLegacy::Flag::kHidden)); | |
| storage_layers.back().reset(new column::IdStorage()); | |
| auto table = std::make_unique<RuntimeTable>( | |
| string_pool_, rows, std::move(legacy_columns), std::move(legacy_overlays), | |
| std::move(storage_layers), std::move(null_layers), | |
| std::move(overlay_layers)); | |
| table->storage_ = std::move(storage_); | |
| table->col_names_ = std::move(col_names_); | |
| table->schema_.columns.reserve(table->columns().size()); | |
| for (size_t i = 0; i < table->columns().size(); ++i) { | |
| const auto& col = table->columns()[i]; | |
| SqlValue::Type column_type = | |
| col.col_type() != ColumnType::kId && | |
| col.storage_base().non_null_size() == 0 | |
| ? SqlValue::kNull | |
| : ColumnLegacy::ToSqlValueType(col.col_type()); | |
| table->schema_.columns.emplace_back( | |
| Schema::Column{col.name(), column_type, col.IsId(), col.IsSorted(), | |
| col.IsHidden(), col.IsSetId()}); | |
| } | |
| return {std::move(table)}; | |
| } | |
| } // namespace perfetto::trace_processor |