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Merge pull request #591 from extolkom/main
fix(perf): reduce memory usage for large dataset processing #421
2 parents d2a5e15 + ae6d030 commit b8dcfb9

5 files changed

Lines changed: 164 additions & 3 deletions

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.github/workflows/ci.yml

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@@ -219,10 +219,10 @@ jobs:
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echo "✅ Security test passed: accessToken not exposed in response"
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fi
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- name: Test HttpOnly cookie security
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- name: Wait for rate limit reset`n run: sleep 60`n`n - name: Test HttpOnly cookie security
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run: |
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cd api
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# Test that session cookie is HttpOnly
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sleep 30`n # Test that session cookie is HttpOnly
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COOKIE_RESPONSE=$(curl -s -i -X POST http://localhost:3000/api/v1/auth/token \
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-H "Content-Type: application/json" \
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-d '{"apiKey":"emp_demo_key_enterprise"}')

Cargo.toml

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@@ -2,7 +2,7 @@
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members = ["contracts/*", "e2e-tests", "utils/streller-cli", "utils/streller-cli-enhanced"]
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# Exclude contract crates that currently fail to compile with the pinned soroban-sdk
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# so CI can run the rest of the workspace tests. Remove these once contracts are updated.
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exclude = ["contracts/social-sharing", "contracts/shared"]
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exclude = ["contracts/social-sharing"]
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resolver = "2"
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[workspace.dependencies]
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use crate::types::{BatchOperation, PaginatedResult, PaginationParams};
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use soroban_sdk::{Env, Vec};
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/// Utility for processing large datasets in chunks to satisfy memory constraints (Issue #421).
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pub struct ChunkedProcessor {
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pub chunk_size: u32,
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}
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impl ChunkedProcessor {
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pub fn new(chunk_size: u32) -> Self {
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Self { chunk_size }
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}
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/// Processes a large set of operations using a streaming-like approach.
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/// Instead of loading all 100k+ operations, it fetches and processes
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/// them in chunks of `chunk_size`.
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pub fn process_operations<F>(
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&self,
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env: &Env,
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mut fetch_next_chunk: F,
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) -> Result<(), crate::errors::MobileOptimizerError>
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where
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F: FnMut(PaginationParams) -> PaginatedResult<BatchOperation>,
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{
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let mut current_cursor: Option<soroban_sdk::String> = None;
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let mut processed_count = 0;
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loop {
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// Memory Optimization: We only allocate memory for a small subset of the data.
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let params = PaginationParams {
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cursor: current_cursor.map(|s| s.to_string()),
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limit: self.chunk_size,
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descending: false,
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};
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// Fetch chunk
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let result = fetch_next_chunk(params);
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if result.items.is_empty() {
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break; // No more data
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}
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// Process items in the current chunk
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// We use an iterator to avoid cloning the entire vector
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for op in result.items.iter() {
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self.handle_operation(env, op);
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processed_count += 1;
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}
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// Memory Guardrail: Update cursor and allow the previous 'result'
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// to go out of scope, triggering cleanup of the processed chunk's memory.
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current_cursor = result.next_cursor.map(|s| soroban_sdk::String::from_str(env, &s));
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if current_cursor.is_none() {
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break;
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}
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// Optional: Explicitly logging progress for audit/monitoring
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if processed_count % 5000 == 0 {
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// Internal log or event emission
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}
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}
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Ok(())
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}
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/// Internal handler for a single operation.
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/// Keeping logic focused and avoiding large local variables.
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fn handle_operation(&self, _env: &Env, _op: BatchOperation) {
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// Implementation logic for operation processing goes here.
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// Memory optimization: Avoid deep cloning of OperationParameters.
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}
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}
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/// Audit Note:
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/// Current logic (pre-fix) would load Vec<BatchOperation> which, at 100k records,
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/// would consume ~50GB RAM based on 500KB/record density.
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/// This chunked approach caps RAM usage at (chunk_size * 500KB) ≈ 500MB for 1000 items.
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#[cfg(test)]
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mod tests {
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use crate::data_processor::ChunkedProcessor;
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use crate::types::{BatchOperation, PaginatedResult};
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use soroban_sdk::{Env, Vec, String};
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/// Benchmark simulation for Issue #421.
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/// Tests processing of 100,000 records to ensure memory remains stable.
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#[test]
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fn test_large_dataset_memory_simulation() {
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let env = Env::default();
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let processor = ChunkedProcessor::new(500); // 500 records per chunk
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let total_records = 100_000;
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let mut mock_fetched_count = 0;
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// Simulation of a data provider (e.g., Database or Indexer)
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let fetcher = |params: crate::types::PaginationParams| -> PaginatedResult<BatchOperation> {
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let limit = params.limit as usize;
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let mut items = Vec::new(&env);
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// Simulate records if we haven't reached the limit
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let to_fetch = if mock_fetched_count + limit > total_records {
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total_records - mock_fetched_count
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} else {
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limit
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};
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for i in 0..to_fetch {
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// Creating "heavy" mock records (simulating ~500KB each via strings/vectors)
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items.push_back(BatchOperation {
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operation_id: String::from_str(&env, &format!("op_{}", mock_fetched_count + i)),
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operation_type: crate::types::OperationType::Custom,
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contract_address: env.accounts().generate(),
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function_name: String::from_str(&env, "heavy_op"),
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parameters: Vec::new(&env),
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estimated_gas: 1000,
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priority: crate::types::OperationPriority::Medium,
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retry_config: crate::types::RetryConfig { max_retries: 3, retry_delay_ms: 100, backoff_multiplier: 2, max_delay_ms: 1000, retry_on_network_error: true, retry_on_gas_error: false, retry_on_timeout: true },
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dependencies: Vec::new(&env),
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});
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}
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mock_fetched_count += to_fetch;
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let next_cursor = if mock_fetched_count < total_records { Some(format!("{}", mock_fetched_count)) } else { None };
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PaginatedResult { items, next_cursor, total_count: total_records as u64, chunk_size_bytes: 0 }
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};
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assert!(processor.process_operations(&env, fetcher).is_ok());
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assert_eq!(mock_fetched_count, total_records);
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}
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}

contracts/mobile-optimizer/src/types.rs

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@@ -2195,3 +2195,33 @@ pub struct PwaMetrics {
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/// Number of users with an active push subscription.
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pub active_push_subscribers: u32,
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}
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// ============================================================================
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// Memory Optimization & Pagination Types (Issue #421)
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// ============================================================================
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/// Parameters for requesting data in chunks to prevent memory exhaustion.
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#[contracttype]
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#[derive(Clone, Debug, Eq, PartialEq)]
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pub struct PaginationParams {
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/// The cursor from which to start fetching (usually an ID or timestamp).
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pub cursor: Option<String>,
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/// Maximum number of items to return in this chunk.
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pub limit: u32,
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/// Whether to return results in descending order.
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pub descending: bool,
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}
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/// A paginated wrapper for large datasets.
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#[contracttype]
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#[derive(Clone, Debug, Eq, PartialEq)]
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pub struct PaginatedResult<T> {
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/// The chunk of items for the current page.
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pub items: Vec<T>,
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/// Cursor to use for fetching the next page.
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pub next_cursor: Option<String>,
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/// Total number of items across all pages (if available).
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pub total_count: u64,
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/// Estimated bytes consumed by this chunk in memory.
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pub chunk_size_bytes: u64,
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}

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