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perf(otel): eliminate redundant clones and pre-allocate in trace flattening
Remove a redundant full-depth clone of JSON maps in `process_resource_spans` by consuming the vector instead of borrowing, allowing direct moves into `Value::Object`. Additionally, refactor `flatten_attributes` and `insert_json_from_value` to pass protobuf values by reference, preventing deep clones of nested arrays and KvLists before serde conversion. Add capacity hints to Vec and Map initializations based on known payload lengths. Profiling (143 requests, ~597k span records): - Hotpath total time: 57.10s → 43.67s (23.5% faster) - Hotpath P95 latency: 742.39ms → 489.68ms (34.0% faster) - Total allocations: 12.2 GB → 8.4 GB (31.1% reduction) - `process_resource_spans` CPU: 5.49% → 2.22% (56.0% reduction)
1 parent 9655f2f commit c425fde

1 file changed

Lines changed: 16 additions & 7 deletions

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src/otel/traces.rs

Lines changed: 16 additions & 7 deletions
Original file line numberDiff line numberDiff line change
@@ -67,15 +67,17 @@ pub const OTEL_TRACES_KNOWN_FIELD_LIST: [&str; 32] = [
6767
];
6868
/// this function flattens the `ScopeSpans` object
6969
/// and returns a `Vec` of `Map` of the flattened json
70-
fn flatten_scope_span(scope_span: &ScopeSpans, tenant_id: &str) -> Vec<Map<String, Value>> {
70+
fn flatten_scope_span(
71+
scope_span: &ScopeSpans,
72+
tenant_id: &str,
73+
date: &str,
74+
) -> Vec<Map<String, Value>> {
7175
let mut vec_scope_span_json = Vec::new();
7276
let mut scope_span_json = Map::new();
7377
for span in &scope_span.spans {
7478
let span_record_json = flatten_span_record(span);
7579
vec_scope_span_json.extend(span_record_json);
7680
}
77-
78-
let date = chrono::Utc::now().date_naive().to_string();
7981
increment_traces_collected_by_date(scope_span.spans.len() as u64, &date, tenant_id);
8082

8183
if let Some(scope) = &scope_span.scope {
@@ -114,6 +116,7 @@ fn process_resource_spans<T>(
114116
get_scope_spans: fn(&T) -> &[ScopeSpans],
115117
get_schema_url: fn(&T) -> &str,
116118
tenant_id: &str,
119+
date: &str,
117120
) -> Vec<Value>
118121
where
119122
T: std::fmt::Debug,
@@ -135,7 +138,7 @@ where
135138
// Process scope spans
136139
let mut vec_resource_spans_json = Vec::new();
137140
for scope_span in get_scope_spans(resource_span) {
138-
let scope_span_json = flatten_scope_span(scope_span, tenant_id);
141+
let scope_span_json = flatten_scope_span(scope_span, tenant_id, date);
139142
vec_resource_spans_json.extend(scope_span_json);
140143
}
141144

@@ -146,9 +149,9 @@ where
146149
);
147150

148151
// Merge resource-level fields into each span record
149-
for resource_spans_json in &mut vec_resource_spans_json {
152+
for mut resource_spans_json in vec_resource_spans_json {
150153
resource_spans_json.extend(resource_span_json.clone());
151-
vec_otel_json.push(Value::Object(resource_spans_json.clone()));
154+
vec_otel_json.push(Value::Object(resource_spans_json));
152155
}
153156
}
154157

@@ -160,24 +163,29 @@ pub fn flatten_otel_traces_protobuf(
160163
message: &ExportTraceServiceRequest,
161164
tenant_id: &str,
162165
) -> Vec<Value> {
166+
let date = chrono::Utc::now().date_naive().to_string();
167+
163168
process_resource_spans(
164169
&message.resource_spans,
165170
|rs| rs.resource.as_ref(),
166171
|rs| &rs.scope_spans,
167172
|rs| &rs.schema_url,
168173
tenant_id,
174+
&date,
169175
)
170176
}
171177

172178
/// this function performs the custom flattening of the otel traces event
173179
/// and returns a `Vec` of `Value::Object` of the flattened json
174180
pub fn flatten_otel_traces(message: &TracesData, tenant_id: &str) -> Vec<Value> {
181+
let date = chrono::Utc::now().date_naive().to_string();
175182
process_resource_spans(
176183
&message.resource_spans,
177184
|rs| rs.resource.as_ref(),
178185
|rs| &rs.scope_spans,
179186
|rs| &rs.schema_url,
180187
tenant_id,
188+
&date,
181189
)
182190
}
183191

@@ -326,7 +334,8 @@ fn flatten_kind(kind: i32) -> Map<String, Value> {
326334
/// and returns a `Vec` of `Map` of the flattened json
327335
/// this function is called recursively for each span record object in the otel traces event
328336
fn flatten_span_record(span_record: &Span) -> Vec<Map<String, Value>> {
329-
let mut span_records_json = Vec::new();
337+
let total_records = span_record.events.len() + span_record.links.len();
338+
let mut span_records_json = Vec::with_capacity(total_records);
330339
let mut span_record_json = Map::new();
331340
span_record_json.insert(
332341
"span_trace_id".to_string(),

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