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chore(clickstack): sync OTel schemas from upstream HyperDX #2

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104 changes: 57 additions & 47 deletions docs/use-cases/observability/clickstack/ingesting-data/schemas.md
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Original file line number Diff line number Diff line change
Expand Up @@ -44,19 +44,22 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_logs
`__hdx_materialized_k8s.pod.name` LowCardinality(String) MATERIALIZED ResourceAttributes['k8s.pod.name'] CODEC(ZSTD(1)),
`__hdx_materialized_k8s.pod.uid` LowCardinality(String) MATERIALIZED ResourceAttributes['k8s.pod.uid'] CODEC(ZSTD(1)),
`__hdx_materialized_deployment.environment.name` LowCardinality(String) MATERIALIZED ResourceAttributes['deployment.environment.name'] CODEC(ZSTD(1)),
`ResourceAttributeItems` Array(String) ALIAS arrayMap((arr) -> concat(arr.1, '=', arr.2), ResourceAttributes::Array(Tuple(String, String))),
`ScopeAttributeItems` Array(String) ALIAS arrayMap((arr) -> concat(arr.1, '=', arr.2), ScopeAttributes::Array(Tuple(String, String))),
`LogAttributeItems` Array(String) ALIAS arrayMap((arr) -> concat(arr.1, '=', arr.2), LogAttributes::Array(Tuple(String, String))),
INDEX idx_trace_id TraceId TYPE text(tokenizer = 'array'),
INDEX idx_res_attr_key mapKeys(ResourceAttributes) TYPE text(tokenizer = 'array'),
INDEX idx_res_attr_value mapValues(ResourceAttributes) TYPE text(tokenizer = 'array'),
INDEX idx_res_attr_items ResourceAttributeItems TYPE text(tokenizer = 'array'),
INDEX idx_scope_attr_key mapKeys(ScopeAttributes) TYPE text(tokenizer = 'array'),
INDEX idx_scope_attr_value mapValues(ScopeAttributes) TYPE text(tokenizer = 'array'),
INDEX idx_scope_attr_items ScopeAttributeItems TYPE text(tokenizer = 'array'),
INDEX idx_log_attr_key mapKeys(LogAttributes) TYPE text(tokenizer = 'array'),
INDEX idx_log_attr_value mapValues(LogAttributes) TYPE text(tokenizer = 'array'),
INDEX idx_log_attr_items LogAttributeItems TYPE text(tokenizer = 'array'),
INDEX idx_lower_body lower(Body) TYPE text(tokenizer = 'splitByNonAlpha')
)
ENGINE = MergeTree
PARTITION BY toDate(Timestamp)
ORDER BY (toStartOfFiveMinutes(Timestamp), ServiceName, Timestamp)
TTL toDateTime(Timestamp) + ${TABLES_TTL}
TTL toDateTime(Timestamp) + ${LOGS_TTL}
SETTINGS index_granularity = 8192, ttl_only_drop_parts = 1, enable_block_number_column = 1, enable_block_offset_column = 1;
```
<!--AUTOGENERATED_END-->
Expand Down Expand Up @@ -92,19 +95,21 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_traces
`Links.Attributes` Array(Map(LowCardinality(String), String)) CODEC(ZSTD(1)),
`__hdx_materialized_rum.sessionId` String MATERIALIZED ResourceAttributes['rum.sessionId'] CODEC(ZSTD(1)),
`SampleRate` UInt64 MATERIALIZED greatest(toUInt64OrZero(SpanAttributes['SampleRate']), 1) CODEC(T64, ZSTD(1)),
INDEX idx_trace_id TraceId TYPE bloom_filter(0.001) GRANULARITY 1,
INDEX idx_rum_session_id __hdx_materialized_rum.sessionId TYPE bloom_filter(0.001) GRANULARITY 1,
INDEX idx_res_attr_key mapKeys(ResourceAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_res_attr_value mapValues(ResourceAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_span_attr_key mapKeys(SpanAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_span_attr_value mapValues(SpanAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
`ResourceAttributeItems` Array(String) ALIAS arrayMap((arr) -> concat(arr.1, '=', arr.2), ResourceAttributes::Array(Tuple(String, String))),
`SpanAttributeItems` Array(String) ALIAS arrayMap((arr) -> concat(arr.1, '=', arr.2), SpanAttributes::Array(Tuple(String, String))),
INDEX idx_trace_id TraceId TYPE text(tokenizer = 'array'),
INDEX idx_rum_session_id __hdx_materialized_rum.sessionId TYPE text(tokenizer = 'array'),
INDEX idx_res_attr_key mapKeys(ResourceAttributes) TYPE text(tokenizer = 'array'),
INDEX idx_res_attr_items ResourceAttributeItems TYPE text(tokenizer = 'array'),
INDEX idx_span_attr_key mapKeys(SpanAttributes) TYPE text(tokenizer = 'array'),
INDEX idx_span_attr_items SpanAttributeItems TYPE text(tokenizer = 'array'),
INDEX idx_duration Duration TYPE minmax GRANULARITY 1,
INDEX idx_lower_span_name lower(SpanName) TYPE tokenbf_v1(32768, 3, 0) GRANULARITY 8
INDEX idx_lower_span_name SpanName TYPE text(tokenizer = 'splitByNonAlpha', preprocessor=lower(SpanName))
)
ENGINE = MergeTree
PARTITION BY toDate(Timestamp)
ORDER BY (ServiceName, SpanName, toDateTime(Timestamp))
TTL toDate(Timestamp) + ${TABLES_TTL}
TTL toDate(Timestamp) + ${TRACES_TTL}
SETTINGS index_granularity = 8192, ttl_only_drop_parts = 1;
```
<!--AUTOGENERATED_END-->
Expand All @@ -126,16 +131,16 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_metrics_gauge
`ScopeDroppedAttrCount` UInt32 CODEC(ZSTD(1)),
`ScopeSchemaUrl` String CODEC(ZSTD(1)),
`ServiceName` LowCardinality(String) CODEC(ZSTD(1)),
`MetricName` String CODEC(ZSTD(1)),
`MetricName` LowCardinality(String) CODEC(ZSTD(1)),
`MetricDescription` String CODEC(ZSTD(1)),
`MetricUnit` String CODEC(ZSTD(1)),
`Attributes` Map(LowCardinality(String), String) CODEC(ZSTD(1)),
`StartTimeUnix` DateTime64(9) CODEC(Delta(8), ZSTD(1)),
`TimeUnix` DateTime64(9) CODEC(Delta(8), ZSTD(1)),
`StartTimeUnix` DateTime CODEC(Delta, ZSTD(1)),
`TimeUnix` DateTime CODEC(Delta, ZSTD(1)),
`Value` Float64 CODEC(ZSTD(1)),
`Flags` UInt32 CODEC(ZSTD(1)),
`Exemplars.FilteredAttributes` Array(Map(LowCardinality(String), String)) CODEC(ZSTD(1)),
`Exemplars.TimeUnix` Array(DateTime64(9)) CODEC(ZSTD(1)),
`Exemplars.TimeUnix` Array(DateTime) CODEC(ZSTD(1)),
`Exemplars.Value` Array(Float64) CODEC(ZSTD(1)),
`Exemplars.SpanId` Array(String) CODEC(ZSTD(1)),
`Exemplars.TraceId` Array(String) CODEC(ZSTD(1)),
Expand All @@ -144,12 +149,13 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_metrics_gauge
INDEX idx_scope_attr_key mapKeys(ScopeAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_scope_attr_value mapValues(ScopeAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_attr_key mapKeys(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_attr_value mapValues(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1
INDEX idx_attr_value mapValues(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_time_minmax TimeUnix TYPE minmax GRANULARITY 1
)
ENGINE = MergeTree
PARTITION BY toDate(TimeUnix)
ORDER BY (ServiceName, MetricName, Attributes, toUnixTimestamp64Nano(TimeUnix))
TTL toDateTime(TimeUnix) + ${TABLES_TTL}
ORDER BY (ServiceName, MetricName, toStartOfHour(TimeUnix), cityHash64(Attributes), TimeUnix)
TTL toDateTime(TimeUnix) + ${METRICS_TTL}
SETTINGS ttl_only_drop_parts = 1;
```
<!--AUTOGENERATED_END-->
Expand All @@ -169,16 +175,16 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_metrics_sum
`ScopeDroppedAttrCount` UInt32 CODEC(ZSTD(1)),
`ScopeSchemaUrl` String CODEC(ZSTD(1)),
`ServiceName` LowCardinality(String) CODEC(ZSTD(1)),
`MetricName` String CODEC(ZSTD(1)),
`MetricName` LowCardinality(String) CODEC(ZSTD(1)),
`MetricDescription` String CODEC(ZSTD(1)),
`MetricUnit` String CODEC(ZSTD(1)),
`Attributes` Map(LowCardinality(String), String) CODEC(ZSTD(1)),
`StartTimeUnix` DateTime64(9) CODEC(Delta(8), ZSTD(1)),
`TimeUnix` DateTime64(9) CODEC(Delta(8), ZSTD(1)),
`StartTimeUnix` DateTime CODEC(Delta, ZSTD(1)),
`TimeUnix` DateTime CODEC(Delta, ZSTD(1)),
`Value` Float64 CODEC(ZSTD(1)),
`Flags` UInt32 CODEC(ZSTD(1)),
`Exemplars.FilteredAttributes` Array(Map(LowCardinality(String), String)) CODEC(ZSTD(1)),
`Exemplars.TimeUnix` Array(DateTime64(9)) CODEC(ZSTD(1)),
`Exemplars.TimeUnix` Array(DateTime) CODEC(ZSTD(1)),
`Exemplars.Value` Array(Float64) CODEC(ZSTD(1)),
`Exemplars.SpanId` Array(String) CODEC(ZSTD(1)),
`Exemplars.TraceId` Array(String) CODEC(ZSTD(1)),
Expand All @@ -189,12 +195,13 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_metrics_sum
INDEX idx_scope_attr_key mapKeys(ScopeAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_scope_attr_value mapValues(ScopeAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_attr_key mapKeys(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_attr_value mapValues(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1
INDEX idx_attr_value mapValues(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_time_minmax TimeUnix TYPE minmax GRANULARITY 1
)
ENGINE = MergeTree
PARTITION BY toDate(TimeUnix)
ORDER BY (ServiceName, MetricName, Attributes, toUnixTimestamp64Nano(TimeUnix))
TTL toDateTime(TimeUnix) + ${TABLES_TTL}
ORDER BY (ServiceName, MetricName, toStartOfHour(TimeUnix), cityHash64(Attributes), TimeUnix)
TTL toDateTime(TimeUnix) + ${METRICS_TTL}
SETTINGS ttl_only_drop_parts = 1;
```
<!--AUTOGENERATED_END-->
Expand All @@ -214,18 +221,18 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_metrics_histogram
`ScopeDroppedAttrCount` UInt32 CODEC(ZSTD(1)),
`ScopeSchemaUrl` String CODEC(ZSTD(1)),
`ServiceName` LowCardinality(String) CODEC(ZSTD(1)),
`MetricName` String CODEC(ZSTD(1)),
`MetricName` LowCardinality(String) CODEC(ZSTD(1)),
`MetricDescription` String CODEC(ZSTD(1)),
`MetricUnit` String CODEC(ZSTD(1)),
`Attributes` Map(LowCardinality(String), String) CODEC(ZSTD(1)),
`StartTimeUnix` DateTime64(9) CODEC(Delta(8), ZSTD(1)),
`TimeUnix` DateTime64(9) CODEC(Delta(8), ZSTD(1)),
`StartTimeUnix` DateTime CODEC(Delta, ZSTD(1)),
`TimeUnix` DateTime CODEC(Delta, ZSTD(1)),
`Count` UInt64 CODEC(Delta(8), ZSTD(1)),
`Sum` Float64 CODEC(ZSTD(1)),
`BucketCounts` Array(UInt64) CODEC(ZSTD(1)),
`ExplicitBounds` Array(Float64) CODEC(ZSTD(1)),
`Exemplars.FilteredAttributes` Array(Map(LowCardinality(String), String)) CODEC(ZSTD(1)),
`Exemplars.TimeUnix` Array(DateTime64(9)) CODEC(ZSTD(1)),
`Exemplars.TimeUnix` Array(DateTime) CODEC(ZSTD(1)),
`Exemplars.Value` Array(Float64) CODEC(ZSTD(1)),
`Exemplars.SpanId` Array(String) CODEC(ZSTD(1)),
`Exemplars.TraceId` Array(String) CODEC(ZSTD(1)),
Expand All @@ -238,12 +245,13 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_metrics_histogram
INDEX idx_scope_attr_key mapKeys(ScopeAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_scope_attr_value mapValues(ScopeAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_attr_key mapKeys(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_attr_value mapValues(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1
INDEX idx_attr_value mapValues(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_time_minmax TimeUnix TYPE minmax GRANULARITY 1
)
ENGINE = MergeTree
PARTITION BY toDate(TimeUnix)
ORDER BY (ServiceName, MetricName, Attributes, toUnixTimestamp64Nano(TimeUnix))
TTL toDateTime(TimeUnix) + ${TABLES_TTL}
ORDER BY (ServiceName, MetricName, toStartOfHour(TimeUnix), cityHash64(Attributes), TimeUnix)
TTL toDateTime(TimeUnix) + ${METRICS_TTL}
SETTINGS ttl_only_drop_parts = 1;
```
<!--AUTOGENERATED_END-->
Expand All @@ -267,12 +275,12 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_metrics_exponential_histogram
`ScopeDroppedAttrCount` UInt32 CODEC(ZSTD(1)),
`ScopeSchemaUrl` String CODEC(ZSTD(1)),
`ServiceName` LowCardinality(String) CODEC(ZSTD(1)),
`MetricName` String CODEC(ZSTD(1)),
`MetricName` LowCardinality(String) CODEC(ZSTD(1)),
`MetricDescription` String CODEC(ZSTD(1)),
`MetricUnit` String CODEC(ZSTD(1)),
`Attributes` Map(LowCardinality(String), String) CODEC(ZSTD(1)),
`StartTimeUnix` DateTime64(9) CODEC(Delta(8), ZSTD(1)),
`TimeUnix` DateTime64(9) CODEC(Delta(8), ZSTD(1)),
`StartTimeUnix` DateTime CODEC(Delta, ZSTD(1)),
`TimeUnix` DateTime CODEC(Delta, ZSTD(1)),
`Count` UInt64 CODEC(Delta(8), ZSTD(1)),
`Sum` Float64 CODEC(ZSTD(1)),
`Scale` Int32 CODEC(ZSTD(1)),
Expand All @@ -282,7 +290,7 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_metrics_exponential_histogram
`NegativeOffset` Int32 CODEC(ZSTD(1)),
`NegativeBucketCounts` Array(UInt64) CODEC(ZSTD(1)),
`Exemplars.FilteredAttributes` Array(Map(LowCardinality(String), String)) CODEC(ZSTD(1)),
`Exemplars.TimeUnix` Array(DateTime64(9)) CODEC(ZSTD(1)),
`Exemplars.TimeUnix` Array(DateTime) CODEC(ZSTD(1)),
`Exemplars.Value` Array(Float64) CODEC(ZSTD(1)),
`Exemplars.SpanId` Array(String) CODEC(ZSTD(1)),
`Exemplars.TraceId` Array(String) CODEC(ZSTD(1)),
Expand All @@ -295,12 +303,13 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_metrics_exponential_histogram
INDEX idx_scope_attr_key mapKeys(ScopeAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_scope_attr_value mapValues(ScopeAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_attr_key mapKeys(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_attr_value mapValues(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1
INDEX idx_attr_value mapValues(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_time_minmax TimeUnix TYPE minmax GRANULARITY 1
)
ENGINE = MergeTree
PARTITION BY toDate(TimeUnix)
ORDER BY (ServiceName, MetricName, Attributes, toUnixTimestamp64Nano(TimeUnix))
TTL toDateTime(TimeUnix) + ${TABLES_TTL}
ORDER BY (ServiceName, MetricName, toStartOfHour(TimeUnix), cityHash64(Attributes), TimeUnix)
TTL toDateTime(TimeUnix) + ${METRICS_TTL}
SETTINGS ttl_only_drop_parts = 1;
```
<!--AUTOGENERATED_END-->
Expand All @@ -320,12 +329,12 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_metrics_summary
`ScopeDroppedAttrCount` UInt32 CODEC(ZSTD(1)),
`ScopeSchemaUrl` String CODEC(ZSTD(1)),
`ServiceName` LowCardinality(String) CODEC(ZSTD(1)),
`MetricName` String CODEC(ZSTD(1)),
`MetricName` LowCardinality(String) CODEC(ZSTD(1)),
`MetricDescription` String CODEC(ZSTD(1)),
`MetricUnit` String CODEC(ZSTD(1)),
`Attributes` Map(LowCardinality(String), String) CODEC(ZSTD(1)),
`StartTimeUnix` DateTime64(9) CODEC(Delta(8), ZSTD(1)),
`TimeUnix` DateTime64(9) CODEC(Delta(8), ZSTD(1)),
`StartTimeUnix` DateTime CODEC(Delta, ZSTD(1)),
`TimeUnix` DateTime CODEC(Delta, ZSTD(1)),
`Count` UInt64 CODEC(Delta(8), ZSTD(1)),
`Sum` Float64 CODEC(ZSTD(1)),
`ValueAtQuantiles.Quantile` Array(Float64) CODEC(ZSTD(1)),
Expand All @@ -336,12 +345,13 @@ CREATE TABLE IF NOT EXISTS ${DATABASE}.otel_metrics_summary
INDEX idx_scope_attr_key mapKeys(ScopeAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_scope_attr_value mapValues(ScopeAttributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_attr_key mapKeys(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_attr_value mapValues(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1
INDEX idx_attr_value mapValues(Attributes) TYPE bloom_filter(0.01) GRANULARITY 1,
INDEX idx_time_minmax TimeUnix TYPE minmax GRANULARITY 1
)
ENGINE = MergeTree
PARTITION BY toDate(TimeUnix)
ORDER BY (ServiceName, MetricName, Attributes, toUnixTimestamp64Nano(TimeUnix))
TTL toDateTime(TimeUnix) + ${TABLES_TTL}
ORDER BY (ServiceName, MetricName, toStartOfHour(TimeUnix), cityHash64(Attributes), TimeUnix)
TTL toDateTime(TimeUnix) + ${METRICS_TTL}
SETTINGS ttl_only_drop_parts = 1;
```
<!--AUTOGENERATED_END-->
Expand Down Expand Up @@ -382,7 +392,7 @@ ENGINE = MergeTree
PARTITION BY toDate(TimestampTime)
PRIMARY KEY (ServiceName, TimestampTime)
ORDER BY (ServiceName, TimestampTime, Timestamp)
TTL TimestampTime + ${TABLES_TTL}
TTL TimestampTime + ${SESSIONS_TTL}
SETTINGS index_granularity = 8192, ttl_only_drop_parts = 1;
```
<!--AUTOGENERATED_END-->