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feat: Collect Iceberg stats #16062
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feat: Collect Iceberg stats #16062
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41863be
Collect iceberg parquet data file stats
PingLiuPing 6264c0c
Resolve backward compatibility issue
PingLiuPing 8ad9650
Fix parquet compile error
PingLiuPing ec88d86
Fix build
PingLiuPing 9c903cf
Fix iceberg stats during rotation
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58 changes: 58 additions & 0 deletions
58
velox/connectors/hive/iceberg/IcebergDataFileStatistics.cpp
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,58 @@ | ||
| /* | ||
| * Copyright (c) Facebook, Inc. and its affiliates. | ||
| * | ||
| * 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. | ||
| */ | ||
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| #include "velox/connectors/hive/iceberg/IcebergDataFileStatistics.h" | ||
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| namespace facebook::velox::connector::hive::iceberg { | ||
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| folly::dynamic IcebergDataFileStatistics::toJson() const { | ||
| folly::dynamic json = folly::dynamic::object; | ||
| json["recordCount"] = numRecords; | ||
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| folly::dynamic columnSizes = folly::dynamic::object; | ||
| folly::dynamic valueCounts = folly::dynamic::object; | ||
| folly::dynamic nullValueCounts = folly::dynamic::object; | ||
| folly::dynamic nanValueCounts = folly::dynamic::object; | ||
| folly::dynamic lowerBounds = folly::dynamic::object; | ||
| folly::dynamic upperBounds = folly::dynamic::object; | ||
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| for (const auto& [fieldId, stats] : columnStats) { | ||
| auto fieldIdStr = folly::to<std::string>(fieldId); | ||
|
Check warning on line 33 in velox/connectors/hive/iceberg/IcebergDataFileStatistics.cpp
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| columnSizes[fieldIdStr] = stats.columnSize; | ||
| valueCounts[fieldIdStr] = stats.valueCount; | ||
| nullValueCounts[fieldIdStr] = stats.nullValueCount; | ||
| if (stats.nanValueCount.has_value()) { | ||
| nanValueCounts[fieldIdStr] = stats.nanValueCount.value(); | ||
| } | ||
| if (stats.lowerBound.has_value()) { | ||
| lowerBounds[fieldIdStr] = stats.lowerBound.value(); | ||
| } | ||
| if (stats.upperBound.has_value()) { | ||
| upperBounds[fieldIdStr] = stats.upperBound.value(); | ||
| } | ||
| } | ||
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| json["columnSizes"] = std::move(columnSizes); | ||
| json["valueCounts"] = std::move(valueCounts); | ||
| json["nullValueCounts"] = std::move(nullValueCounts); | ||
| json["nanValueCounts"] = std::move(nanValueCounts); | ||
| json["lowerBounds"] = std::move(lowerBounds); | ||
| json["upperBounds"] = std::move(upperBounds); | ||
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| return json; | ||
| } | ||
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| } // namespace facebook::velox::connector::hive::iceberg | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,71 @@ | ||
| /* | ||
| * Copyright (c) Facebook, Inc. and its affiliates. | ||
| * | ||
| * 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. | ||
| */ | ||
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| #pragma once | ||
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| #include <cstdint> | ||
| #include <optional> | ||
| #include <string> | ||
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| #include <folly/container/F14Map.h> | ||
| #include <folly/json/dynamic.h> | ||
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| namespace facebook::velox::connector::hive::iceberg { | ||
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| /// Statistics for an Iceberg data file, corresponding to the `data_file` | ||
| /// structure defined in the Iceberg specification: | ||
| /// https://iceberg.apache.org/spec/#data-file-fields. | ||
| /// | ||
| /// All column-level statistics maps are keyed by Iceberg field IDs (`int32_t`), | ||
| /// which uniquely identify columns in the Iceberg schema independent of column | ||
| /// names or physical column positions. | ||
| struct IcebergDataFileStatistics { | ||
| struct ColumnStats { | ||
| int64_t columnSize{0}; | ||
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| /// Total number of values for this field ID in the file, including null and | ||
| /// NaN values. | ||
| /// | ||
| /// For primitive (flat) columns, this is equal to the number of rows in the | ||
| /// file: numRows = valueCount = (nonNullValues + numNulls + numNaNs). | ||
| /// | ||
| /// For nested columns (e.g. elements inside an array), this represents the | ||
| /// total occurrences of the field across all rows, which is not necessarily | ||
| /// related to the top-level record count. | ||
| int64_t valueCount{0}; | ||
| int64_t nullValueCount{0}; | ||
| std::optional<int64_t> nanValueCount; | ||
| /// Base64 encoded lower bound. | ||
| std::optional<std::string> lowerBound; | ||
| /// Base64 encoded upper bound. | ||
| std::optional<std::string> upperBound; | ||
| }; | ||
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| int64_t numRecords{0}; | ||
| folly::F14FastMap<int32_t, ColumnStats> columnStats; | ||
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| /// Returns a IcebergDataFileStatistics with all values set to zero/empty. | ||
| /// Useful for empty data files that have no actual data. | ||
| static IcebergDataFileStatistics empty() { | ||
| return IcebergDataFileStatistics{.numRecords = 0, .columnStats = {}}; | ||
| } | ||
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| folly::dynamic toJson() const; | ||
| }; | ||
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| using IcebergDataFileStatisticsPtr = std::shared_ptr<IcebergDataFileStatistics>; | ||
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| } // namespace facebook::velox::connector::hive::iceberg | ||
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Let's clarify that these are encoded min/max values.
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Thanks.