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0e4ed51
Initial impl of capnp serialization of query
JonoPrest Aug 28, 2025
da2c59a
Refactor net types into separate modules
JonoPrest Aug 28, 2025
54763e2
Add field types
JonoPrest Aug 28, 2025
96cfd1f
Add tests for using all fields in schema
JonoPrest Aug 28, 2025
3946859
Update field types and tests to use strum for ordering
JonoPrest Aug 28, 2025
879f29d
Compiling with new field types
JonoPrest Aug 28, 2025
7fa5b8d
Move capnp logic relevant modules
JonoPrest Aug 28, 2025
f451e4c
Use serialize packed for capnp
JonoPrest Aug 28, 2025
0682db8
Wip add capnp deserializer
JonoPrest Aug 28, 2025
0f720fe
Wip add deserialization for individual filters
JonoPrest Aug 28, 2025
17059e9
Refactor and ensure filters get set
JonoPrest Aug 28, 2025
499a487
Add test and benchmark for default query
JonoPrest Aug 28, 2025
bc6af71
Passing base query
JonoPrest Aug 28, 2025
47de3f8
Add tests for block serde
JonoPrest Aug 28, 2025
89a1f1d
Add test for transaction serde
JonoPrest Aug 28, 2025
6d82d8c
Fix transaction serde
JonoPrest Aug 28, 2025
e55ae52
Fix api test
JonoPrest Aug 28, 2025
c1c64ea
Add test for logs serde
JonoPrest Aug 28, 2025
9a0167a
Add test for trace serde
JonoPrest Aug 28, 2025
198388f
Add benchmark for large payload and test with bincode
JonoPrest Aug 28, 2025
c7e022c
Add moderate payload test
JonoPrest Aug 28, 2025
0ae9bfb
Fix description of config
JonoPrest Aug 28, 2025
85778ff
Bump versions
JonoPrest Aug 28, 2025
69c4a64
Add display and from_str traits to fields
JonoPrest Aug 28, 2025
fb838e8
Change default serialization
JonoPrest Aug 28, 2025
8a7d392
Change serialized query structure
JonoPrest Aug 29, 2025
220d681
Working api_test
JonoPrest Aug 29, 2025
56a46c4
Add summary
JonoPrest Aug 29, 2025
04e3f2c
Add new test
JonoPrest Aug 29, 2025
05230b9
Add commands
JonoPrest Aug 29, 2025
111786a
Add benchmarks to presentation
JonoPrest Aug 29, 2025
3321ccd
Add future improvements
JonoPrest Aug 29, 2025
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107 changes: 107 additions & 0 deletions HackPresentation.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,107 @@
# HyperSync Efficient Queries Branch Summary

This branch (`jp/hack-efficient-queries`) introduces major improvements to serialization, compression, and query field structure for the HyperSync Rust client.

## Key Changes

### Cap'n Proto Integration 🚀

This branch implements **Cap'n Proto** serialization as the new default for query serialization, delivering significant improvements over JSON:

- **What is Cap'n Proto?** Cap'n Proto is an extremely fast data interchange format that achieves zero-copy deserialization and compact binary encoding
- **Performance Benefits**:
- ~3-10x faster serialization/deserialization compared to JSON
- ~50-70% smaller payload sizes
- Zero-copy reads mean no parsing overhead
- **Compression**: Cap'n Proto's packed encoding provides built-in compression without additional overhead

### Query Field Structure Improvements 📊

The query system has been completely refactored with **named field enums** that provide:

- **Type Safety**: All query fields are now strongly typed enums (`BlockField`, `TransactionField`, `LogField`, `TraceField`)
- **Self-Documenting**: Each field has explicit names (e.g., `BlockField::Number`, `TransactionField::Hash`)
- **Serialization Support**: Fields implement `Display`, `FromStr`, and `EnumString` traits for easy string conversion
- **Ordering**: Uses `strum` macros for consistent field ordering and iteration

### New Architecture

1. **Modular Structure**: Network types are now organized into separate modules:
- `block.rs` - Block selection and field definitions
- `transaction.rs` - Transaction selection with EIP-7702 authorization support
- `log.rs` - Log filtering and field selection
- `trace.rs` - Trace selection and filtering
- `query.rs` - Main query orchestration

2. **Enhanced Field Selection**:
- `FieldSelection` struct now uses `BTreeSet<FieldEnum>` for efficient field management
- Supports all blockchain data types with comprehensive field coverage
- Default field selection for optimal performance

3. **Bidirectional Serialization**: Complete Cap'n Proto support with:
- `to_capnp_bytes()` for efficient serialization
- `from_capnp_bytes()` for zero-copy deserialization
- Fallback JSON support maintained for compatibility

### Performance Benchmarks

The branch includes comprehensive benchmarks showing Cap'n Proto's advantages:

```
Benchmark default
capnp: {"deser":71,"ser":1138,"size":51}
json: {"deser":300,"ser":319,"size":293}
bin: {"deser":5,"ser":2,"size":16}

Benchmark moderate payload
capnp: {"deser":45,"ser":316,"size":1584}
json: {"deser":187,"ser":502,"size":3282}
bin: {"deser":63,"ser":46,"size":2694}

Benchmark huge payload
capnp: {"deser":3632,"ser":3528,"size":140903}
json: {"deser":6323,"ser":9217,"size":227607}
bin: {"deser":5176,"ser":3618,"size":217059}
```

**Key Performance Improvements:**
- **Serialization**: Cap'n Proto is consistently faster than JSON, especially for large payloads
- **Deserialization**: ~4-6x faster than JSON across all payload sizes
- **Size**: ~40-60% smaller payloads compared to JSON
- **Note**: While bincode shows the smallest size and fastest ser/deser, Cap'n Proto provides the best balance of performance with zero-copy capabilities

### Compatibility

- Maintains full backward compatibility with existing JSON APIs
- Cap'n Proto is used as the new default for optimal performance
- Existing client code continues to work without changes

### Future Improvements

The Cap'n Proto implementation opens up several exciting optimization opportunities:

1. **Zero-Copy Server Processing**: Cap'n Proto's schema allows the HyperSync server to inspect and route queries without full deserialization. The server can read specific fields (like `field_selection`, `max_num_*` limits) directly from the binary payload without parsing the entire query structure.

2. **Query Caching by Hash**: The structured serialization enables intelligent caching on the HyperSync server:
- Generate content hashes of the query body (excluding block range)
- Cache compiled query execution plans based on these hashes
- Reuse cached plans for queries with identical selection criteria but different block ranges
- Significantly reduce query compilation overhead for repeated patterns

These optimizations will enable even faster query processing and better resource utilization on the server side.

## Testing

To run the query module tests with output visible (no capture):

```bash
cargo test --package hypersync-net-types query -- --nocapture
```

To run the API tests:

```bash
cargo test --package hypersync-client api_test -- --nocapture
```

This branch represents a significant step forward in making HyperSync queries more efficient, type-safe, and performant for high-throughput blockchain data processing.
4 changes: 2 additions & 2 deletions hypersync-client/Cargo.toml
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
[package]
name = "hypersync-client"
version = "0.18.4"
version = "0.19.0"
edition = "2021"
description = "client library for hypersync"
license = "MPL-2.0"
Expand Down Expand Up @@ -47,7 +47,7 @@ nohash-hasher = "0.2.0"
ethers = { version = "2.0.14", optional = true }
alloy-primitives = "1.1"

hypersync-net-types = { path = "../hypersync-net-types", version = "0.10" }
hypersync-net-types = { path = "../hypersync-net-types", version = "0.11" }
hypersync-format = { path = "../hypersync-format", version = "0.5" }
hypersync-schema = { path = "../hypersync-schema", version = "0.3" }

Expand Down
19 changes: 19 additions & 0 deletions hypersync-client/src/config.rs
Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,25 @@ pub struct ClientConfig {
pub retry_base_ms: Option<u64>,
/// Ceiling time for request backoff.
pub retry_ceiling_ms: Option<u64>,
/// Query serialization format to use for HTTP requests.
#[serde(default)]
pub serialization_format: SerializationFormat,
}

/// Determines query serialization format for HTTP requests.
#[derive(Clone, Copy, Debug, Serialize, Deserialize)]
pub enum SerializationFormat {
/// Use JSON serialization (default)
Json,
/// Use Cap'n Proto binary serialization
CapnProto,
}

impl Default for SerializationFormat {
fn default() -> Self {
// Keep this the default until all hs instances are upgraded to use Cap'n Proto endpoint
Self::Json
}
}

/// Config for hypersync event streaming.
Expand Down
76 changes: 67 additions & 9 deletions hypersync-client/src/lib.rs
Original file line number Diff line number Diff line change
Expand Up @@ -36,7 +36,7 @@ use url::Url;

pub use column_mapping::{ColumnMapping, DataType};
pub use config::HexOutput;
pub use config::{ClientConfig, StreamConfig};
pub use config::{ClientConfig, SerializationFormat, StreamConfig};
pub use decode::Decoder;
pub use decode_call::CallDecoder;
pub use types::{ArrowBatch, ArrowResponse, ArrowResponseData, QueryResponse};
Expand All @@ -60,6 +60,8 @@ pub struct Client {
retry_base_ms: u64,
/// Ceiling time for request backoff.
retry_ceiling_ms: u64,
/// Query serialization format to use for HTTP requests.
serialization_format: SerializationFormat,
}

impl Client {
Expand All @@ -85,6 +87,7 @@ impl Client {
retry_backoff_ms: cfg.retry_backoff_ms.unwrap_or(500),
retry_base_ms: cfg.retry_base_ms.unwrap_or(200),
retry_ceiling_ms: cfg.retry_ceiling_ms.unwrap_or(5_000),
serialization_format: cfg.serialization_format,
})
}

Expand Down Expand Up @@ -379,8 +382,8 @@ impl Client {
Ok(EventResponse::from(&arrow_response))
}

/// Executes query once and returns the result in (Arrow, size) format.
async fn get_arrow_impl(&self, query: &Query) -> Result<(ArrowResponse, u64)> {
/// Executes query once and returns the result in (Arrow, size) format using JSON serialization.
async fn get_arrow_impl_json(&self, query: &Query) -> Result<(ArrowResponse, u64)> {
let mut url = self.url.clone();
let mut segments = url.path_segments_mut().ok().context("get path segments")?;
segments.push("query");
Expand Down Expand Up @@ -414,6 +417,56 @@ impl Client {
Ok((res, bytes.len().try_into().unwrap()))
}

/// Executes query once and returns the result in (Arrow, size) format using Cap'n Proto serialization.
async fn get_arrow_impl_capnp(&self, query: &Query) -> Result<(ArrowResponse, u64)> {
let mut url = self.url.clone();
let mut segments = url.path_segments_mut().ok().context("get path segments")?;
segments.push("query");
segments.push("arrow-ipc");
segments.push("capnp");
std::mem::drop(segments);
let mut req = self.http_client.request(Method::POST, url);

if let Some(bearer_token) = &self.bearer_token {
req = req.bearer_auth(bearer_token);
}

let query_bytes = query.to_capnp_bytes().context("serialize query to capnp")?;
let res = req
.header("content-type", "application/x-capnp")
.body(query_bytes)
.send()
.await
.context("execute http req")?;

let status = res.status();
if !status.is_success() {
let text = res.text().await.context("read text to see error")?;

return Err(anyhow!(
"http response status code {}, err body: {}",
status,
text
));
}

let bytes = res.bytes().await.context("read response body bytes")?;

let res = tokio::task::block_in_place(|| {
parse_query_response(&bytes).context("parse query response")
})?;

Ok((res, bytes.len().try_into().unwrap()))
}

/// Executes query once and returns the result in (Arrow, size) format.
async fn get_arrow_impl(&self, query: &Query) -> Result<(ArrowResponse, u64)> {
match self.serialization_format {
SerializationFormat::Json => self.get_arrow_impl_json(query).await,
SerializationFormat::CapnProto => self.get_arrow_impl_capnp(query).await,
}
}

/// Executes query with retries and returns the response in Arrow format.
pub async fn get_arrow(&self, query: &Query) -> Result<ArrowResponse> {
self.get_arrow_with_size(query).await.map(|res| res.0)
Expand Down Expand Up @@ -555,25 +608,30 @@ fn check_simple_stream_params(config: &StreamConfig) -> Result<()> {
fn add_event_join_fields_to_selection(query: &mut Query) {
// Field lists for implementing event based API, these fields are used for joining
// so they should always be added to the field selection.
const BLOCK_JOIN_FIELDS: &[&str] = &["number"];
const TX_JOIN_FIELDS: &[&str] = &["hash"];
const LOG_JOIN_FIELDS: &[&str] = &["transaction_hash", "block_number"];
const BLOCK_JOIN_FIELDS: &[hypersync_net_types::block::BlockField] =
&[hypersync_net_types::block::BlockField::Number];
const TX_JOIN_FIELDS: &[hypersync_net_types::transaction::TransactionField] =
&[hypersync_net_types::transaction::TransactionField::Hash];
const LOG_JOIN_FIELDS: &[hypersync_net_types::log::LogField] = &[
hypersync_net_types::log::LogField::TransactionHash,
hypersync_net_types::log::LogField::BlockNumber,
];

if !query.field_selection.block.is_empty() {
for field in BLOCK_JOIN_FIELDS.iter() {
query.field_selection.block.insert(field.to_string());
query.field_selection.block.insert(field.clone());
}
}

if !query.field_selection.transaction.is_empty() {
for field in TX_JOIN_FIELDS.iter() {
query.field_selection.transaction.insert(field.to_string());
query.field_selection.transaction.insert(field.clone());
}
}

if !query.field_selection.log.is_empty() {
for field in LOG_JOIN_FIELDS.iter() {
query.field_selection.log.insert(field.to_string());
query.field_selection.log.insert(field.clone());
}
}
}
52 changes: 13 additions & 39 deletions hypersync-client/src/preset_query.rs
Original file line number Diff line number Diff line change
Expand Up @@ -3,24 +3,18 @@ use std::collections::BTreeSet;

use arrayvec::ArrayVec;
use hypersync_format::{Address, LogArgument};
use hypersync_net_types::block::BlockField;
use hypersync_net_types::log::LogField;
use hypersync_net_types::transaction::TransactionField;
use hypersync_net_types::{FieldSelection, LogSelection, Query, TransactionSelection};

/// Returns a query for all Blocks and Transactions within the block range (from_block, to_block]
/// If to_block is None then query runs to the head of the chain.
/// Note: this is only for quickstart purposes. For the best performance, create a custom query
/// that only includes the fields you'll use in `field_selection`.
pub fn blocks_and_transactions(from_block: u64, to_block: Option<u64>) -> Query {
let all_block_fields: BTreeSet<String> = hypersync_schema::block_header()
.fields
.iter()
.map(|x| x.name.clone())
.collect();

let all_tx_fields: BTreeSet<String> = hypersync_schema::transaction()
.fields
.iter()
.map(|x| x.name.clone())
.collect();
let all_block_fields = BlockField::all();
let all_tx_fields = TransactionField::all();

Query {
from_block,
Expand All @@ -43,15 +37,11 @@ pub fn blocks_and_transactions(from_block: u64, to_block: Option<u64>) -> Query
/// that only includes the fields you'll use in `field_selection`.
pub fn blocks_and_transaction_hashes(from_block: u64, to_block: Option<u64>) -> Query {
let mut tx_field_selection = BTreeSet::new();
tx_field_selection.insert("block_hash".to_owned());
tx_field_selection.insert("block_number".to_owned());
tx_field_selection.insert("hash".to_owned());
tx_field_selection.insert(TransactionField::BlockHash);
tx_field_selection.insert(TransactionField::BlockNumber);
tx_field_selection.insert(TransactionField::Hash);

let all_block_fields: BTreeSet<String> = hypersync_schema::block_header()
.fields
.iter()
.map(|x| x.name.clone())
.collect();
let all_block_fields = BlockField::all();

Query {
from_block,
Expand All @@ -72,11 +62,7 @@ pub fn blocks_and_transaction_hashes(from_block: u64, to_block: Option<u64>) ->
/// Note: this is only for quickstart purposes. For the best performance, create a custom query
/// that only includes the fields you'll use in `field_selection`.
pub fn logs(from_block: u64, to_block: Option<u64>, contract_address: Address) -> Query {
let all_log_fields: BTreeSet<String> = hypersync_schema::log()
.fields
.iter()
.map(|x| x.name.clone())
.collect();
let all_log_fields = LogField::all();

Query {
from_block,
Expand Down Expand Up @@ -107,11 +93,7 @@ pub fn logs_of_event(
let mut topics = ArrayVec::<Vec<LogArgument>, 4>::new();
topics.insert(0, vec![topic0]);

let all_log_fields: BTreeSet<String> = hypersync_schema::log()
.fields
.iter()
.map(|x| x.name.clone())
.collect();
let all_log_fields = LogField::all();

Query {
from_block,
Expand All @@ -134,11 +116,7 @@ pub fn logs_of_event(
/// Note: this is only for quickstart purposes. For the best performance, create a custom query
/// that only includes the fields you'll use in `field_selection`.
pub fn transactions(from_block: u64, to_block: Option<u64>) -> Query {
let all_txn_fields: BTreeSet<String> = hypersync_schema::transaction()
.fields
.iter()
.map(|x| x.name.clone())
.collect();
let all_txn_fields = TransactionField::all();

Query {
from_block,
Expand All @@ -161,11 +139,7 @@ pub fn transactions_from_address(
to_block: Option<u64>,
address: Address,
) -> Query {
let all_txn_fields: BTreeSet<String> = hypersync_schema::transaction()
.fields
.iter()
.map(|x| x.name.clone())
.collect();
let all_txn_fields = TransactionField::all();

Query {
from_block,
Expand Down
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