Geyser gRPC - ตัวอย่างโค้ด
ตัวอย่าง Rust ที่ใช้งานได้จริงสำหรับกรณีการใช้งาน Geyser gRPC ที่พบบ่อย โปรดใส่ endpoint ของ Geyser gRPC ของคุณเอง ทั้งนี้ Solana Stream SDK รองรับ Geyser gRPC
Subscription พื้นฐาน: transaction ทั้งหมดที่ไม่ใช่ vote และไม่ล้มเหลว
ตัวอย่างนี้ตั้งใจให้เป็น transaction subscription แบบกว้าง การไม่รวม transaction ที่ล้มเหลวช่วยลด traffic ได้ แต่ stream ที่เหลือก็ยังอาจมีปริมาณมาก ให้เพิ่ม filter ของ account, signature หรือ transaction ที่ตรงกับงานที่ consumer ของคุณต้องใช้จริง และทำ processing นอก receive loop
rust
use anyhow::Result;
use futures::{sink::SinkExt, stream::StreamExt};
use solana_signature::Signature;
use std::collections::HashMap;
use solana_stream_sdk::{
GeyserCommitmentLevel as CommitmentLevel, GeyserGrpcClient,
GeyserSubscribeRequest as SubscribeRequest,
GeyserSubscribeRequestFilterTransactions as SubscribeRequestFilterTransactions,
GeyserUpdateOneof as UpdateOneof,
};
#[tokio::main]
async fn main() -> Result<()> {
let endpoint = "http://your-erpc-grpc-endpoint"; // Set your ERPC gRPC URL
let mut client = GeyserGrpcClient::build_from_shared(endpoint)?
.connect()
.await?;
let (mut tx, mut stream) = client.subscribe().await?;
tx.send(SubscribeRequest {
transactions: HashMap::from([(
"all_transactions".to_string(),
SubscribeRequestFilterTransactions {
vote: Some(false), // Drop vote txs
failed: Some(false), // Drop failed txs
..Default::default()
},
)]),
commitment: Some(CommitmentLevel::Confirmed as i32),
..Default::default()
})
.await?;
while let Some(Ok(msg)) = stream.next().await {
if let Some(UpdateOneof::Transaction(tx)) = msg.update_oneof {
let sig = tx
.transaction
.and_then(|t| Signature::try_from(t.signature.as_slice()).ok())
.unwrap_or_default();
println!("Slot: {} | Signature: {}", tx.slot, sig);
}
}
Ok(())
}use anyhow::Result;
use futures::{sink::SinkExt, stream::StreamExt};
use solana_signature::Signature;
use std::collections::HashMap;
use solana_stream_sdk::{
GeyserCommitmentLevel as CommitmentLevel, GeyserGrpcClient,
GeyserSubscribeRequest as SubscribeRequest,
GeyserSubscribeRequestFilterTransactions as SubscribeRequestFilterTransactions,
GeyserUpdateOneof as UpdateOneof,
};
#[tokio::main]
async fn main() -> Result<()> {
let endpoint = "http://your-erpc-grpc-endpoint"; // Set your ERPC gRPC URL
let mut client = GeyserGrpcClient::build_from_shared(endpoint)?
.connect()
.await?;
let (mut tx, mut stream) = client.subscribe().await?;
tx.send(SubscribeRequest {
transactions: HashMap::from([(
"all_transactions".to_string(),
SubscribeRequestFilterTransactions {
vote: Some(false), // Drop vote txs
failed: Some(false), // Drop failed txs
..Default::default()
},
)]),
commitment: Some(CommitmentLevel::Confirmed as i32),
..Default::default()
})
.await?;
while let Some(Ok(msg)) = stream.next().await {
if let Some(UpdateOneof::Transaction(tx)) = msg.update_oneof {
let sig = tx
.transaction
.and_then(|t| Signature::try_from(t.signature.as_slice()).ok())
.unwrap_or_default();
println!("Slot: {} | Signature: {}", tx.slot, sig);
}
}
Ok(())
}Durable client ที่ reconnect แบบมีขอบเขตหลัง stream ปิดอย่างปกติ พร้อม gap recovery และ ping/pong
rust
use anyhow::Result;
use futures::stream::StreamExt;
use std::{collections::HashMap, time::Duration};
use solana_stream_sdk::{
GeyserCommitmentLevel as CommitmentLevel, GeyserGrpcClient,
GeyserSlotStatus as SlotStatus, GeyserSubscribeRequest as SubscribeRequest,
GeyserSubscribeRequestFilterSlots as SubscribeRequestFilterSlots,
GeyserUpdateOneof as UpdateOneof,
};
#[tokio::main]
async fn main() -> Result<()> {
let endpoint = "http://your-erpc-grpc-endpoint";
let mut subscribe_request = SubscribeRequest {
slots: HashMap::from([(
"slots".to_string(),
SubscribeRequestFilterSlots::default(),
)]),
commitment: Some(CommitmentLevel::Confirmed as i32),
..Default::default()
};
let mut tracked_slot: u64 = 0;
let mut retry_delay = Duration::from_secs(1);
let max_retry_delay = Duration::from_secs(30);
let mut first_diagnostic: Option<String> = None;
loop {
let mut client = match GeyserGrpcClient::build_from_shared(endpoint)?.connect().await {
Ok(client) => client,
Err(error) => {
let current_diagnostic = error.to_string();
first_diagnostic.get_or_insert_with(|| current_diagnostic.clone());
eprintln!("Connection error: {current_diagnostic}");
tokio::time::sleep(retry_delay).await;
retry_delay = (retry_delay * 2).min(max_retry_delay);
continue;
}
};
subscribe_request.from_slot = if tracked_slot > 0 {
Some(tracked_slot)
} else {
None
};
let (mut _sink, mut stream) = match client
.subscribe_with_request(Some(subscribe_request.clone()))
.await
{
Ok(subscription) => subscription,
Err(error) => {
let current_diagnostic = error.to_string();
first_diagnostic.get_or_insert_with(|| current_diagnostic.clone());
eprintln!("Subscribe error: {current_diagnostic}");
eprintln!("First diagnostic retained: {}", first_diagnostic.as_deref().unwrap());
return Err(error.into());
}
};
loop {
match stream.next().await {
Some(Ok(msg)) => {
retry_delay = Duration::from_secs(1);
if let Some(UpdateOneof::Slot(slot)) = msg.update_oneof {
tracked_slot = slot.slot;
println!(
"Slot: {} | Status: {:?}",
slot.slot,
SlotStatus::try_from(slot.status).unwrap()
);
}
}
Some(Err(error)) => {
let current_diagnostic = error.to_string();
first_diagnostic.get_or_insert_with(|| current_diagnostic.clone());
eprintln!("Stream error: {current_diagnostic}");
eprintln!("First diagnostic retained: {}", first_diagnostic.as_deref().unwrap());
return Err(error.into());
}
None => break,
}
}
tokio::time::sleep(retry_delay).await;
retry_delay = (retry_delay * 2).min(max_retry_delay);
}
}use anyhow::Result;
use futures::stream::StreamExt;
use std::{collections::HashMap, time::Duration};
use solana_stream_sdk::{
GeyserCommitmentLevel as CommitmentLevel, GeyserGrpcClient,
GeyserSlotStatus as SlotStatus, GeyserSubscribeRequest as SubscribeRequest,
GeyserSubscribeRequestFilterSlots as SubscribeRequestFilterSlots,
GeyserUpdateOneof as UpdateOneof,
};
#[tokio::main]
async fn main() -> Result<()> {
let endpoint = "http://your-erpc-grpc-endpoint";
let mut subscribe_request = SubscribeRequest {
slots: HashMap::from([(
"slots".to_string(),
SubscribeRequestFilterSlots::default(),
)]),
commitment: Some(CommitmentLevel::Confirmed as i32),
..Default::default()
};
let mut tracked_slot: u64 = 0;
let mut retry_delay = Duration::from_secs(1);
let max_retry_delay = Duration::from_secs(30);
let mut first_diagnostic: Option<String> = None;
loop {
let mut client = match GeyserGrpcClient::build_from_shared(endpoint)?.connect().await {
Ok(client) => client,
Err(error) => {
let current_diagnostic = error.to_string();
first_diagnostic.get_or_insert_with(|| current_diagnostic.clone());
eprintln!("Connection error: {current_diagnostic}");
tokio::time::sleep(retry_delay).await;
retry_delay = (retry_delay * 2).min(max_retry_delay);
continue;
}
};
subscribe_request.from_slot = if tracked_slot > 0 {
Some(tracked_slot)
} else {
None
};
let (mut _sink, mut stream) = match client
.subscribe_with_request(Some(subscribe_request.clone()))
.await
{
Ok(subscription) => subscription,
Err(error) => {
let current_diagnostic = error.to_string();
first_diagnostic.get_or_insert_with(|| current_diagnostic.clone());
eprintln!("Subscribe error: {current_diagnostic}");
eprintln!("First diagnostic retained: {}", first_diagnostic.as_deref().unwrap());
return Err(error.into());
}
};
loop {
match stream.next().await {
Some(Ok(msg)) => {
retry_delay = Duration::from_secs(1);
if let Some(UpdateOneof::Slot(slot)) = msg.update_oneof {
tracked_slot = slot.slot;
println!(
"Slot: {} | Status: {:?}",
slot.slot,
SlotStatus::try_from(slot.status).unwrap()
);
}
}
Some(Err(error)) => {
let current_diagnostic = error.to_string();
first_diagnostic.get_or_insert_with(|| current_diagnostic.clone());
eprintln!("Stream error: {current_diagnostic}");
eprintln!("First diagnostic retained: {}", first_diagnostic.as_deref().unwrap());
return Err(error.into());
}
None => break,
}
}
tokio::time::sleep(retry_delay).await;
retry_delay = (retry_delay * 2).min(max_retry_delay);
}
}ตัวอย่างแบบระมัดระวังนี้จะ retry เฉพาะกรณีที่สร้างการเชื่อมต่อไม่สำเร็จและกรณีที่ stream ปิดอย่างปกติเท่านั้น เมื่อเกิด error จากการ subscribe หรือจาก stream ของ gRPC ตัวอย่างนี้จะบันทึก log ของ diagnostic ปัจจุบันและเก็บ diagnostic แรกไว้ แล้วหยุดทำงาน ตรวจสอบวิธีแก้ไขที่ ERPC แสดงและข้อมูล retry จากเซิร์ฟเวอร์ (ถ้ามี) ก่อน retry ด้วยตนเอง โค้ด production อาจกำหนดอย่างชัดเจนให้ retry ความล้มเหลวชั่วคราวที่ทราบอยู่แล้วได้ แต่ต้องปฏิบัติตาม pause ของเซิร์ฟเวอร์ และต้องไม่ส่ง request ที่ถูกปฏิเสธซ้ำ ๆ โดยไม่แก้ไข
Stream account ของ mint (token account)
rust
SubscribeRequest {
accounts: HashMap::from([(
"token_accounts_by_mint".to_string(),
SubscribeRequestFilterAccounts {
owner: vec!["TokenkegQfeZyiNwAJbNbGKPFXCWuBvf9Ss623VQ5DA".to_string()],
filters: vec![
SubscribeRequestFilterAccountsFilter {
filter: Some(Filter::TokenAccountState(true)),
},
SubscribeRequestFilterAccountsFilter {
filter: Some(Filter::Memcmp(SubscribeRequestFilterAccountsFilterMemcmp {
offset: 0,
data: Some(Data::Base58(
"pumpCmXqMfrsAkQ5r49WcJnRayYRqmXz6ae8H7H9Dfn".to_string(), // replace with mint
)),
})),
},
],
..Default::default()
},
)]),
commitment: Some(CommitmentLevel::Confirmed as i32),
..Default::default()
}SubscribeRequest {
accounts: HashMap::from([(
"token_accounts_by_mint".to_string(),
SubscribeRequestFilterAccounts {
owner: vec!["TokenkegQfeZyiNwAJbNbGKPFXCWuBvf9Ss623VQ5DA".to_string()],
filters: vec![
SubscribeRequestFilterAccountsFilter {
filter: Some(Filter::TokenAccountState(true)),
},
SubscribeRequestFilterAccountsFilter {
filter: Some(Filter::Memcmp(SubscribeRequestFilterAccountsFilterMemcmp {
offset: 0,
data: Some(Data::Base58(
"pumpCmXqMfrsAkQ5r49WcJnRayYRqmXz6ae8H7H9Dfn".to_string(), // replace with mint
)),
})),
},
],
..Default::default()
},
)]),
commitment: Some(CommitmentLevel::Confirmed as i32),
..Default::default()
}Stream transaction (สำเร็จ และไม่ใช่ vote)
rust
SubscribeRequest {
transactions: HashMap::from([(
"all_transactions".to_string(),
SubscribeRequestFilterTransactions {
vote: Some(false),
failed: Some(false),
..Default::default()
},
)]),
commitment: Some(CommitmentLevel::Confirmed as i32),
..Default::default()
}SubscribeRequest {
transactions: HashMap::from([(
"all_transactions".to_string(),
SubscribeRequestFilterTransactions {
vote: Some(false),
failed: Some(false),
..Default::default()
},
)]),
commitment: Some(CommitmentLevel::Confirmed as i32),
..Default::default()
}จุดสำคัญของ client ระดับ production
- Durable client ที่ reconnect และทำ gap recovery ได้ (
from_slot) - จัดการ ping/pong เพื่อให้ stream ทำงานต่อเนื่อง
- Bounded channel/backpressure ระหว่าง ingress และ processing
- อัปเดต subscription แบบไดนามิกบน bidi stream เดียวกัน
- การจัดการ error, metric และ log สำหรับ consumer ที่ช้า/update ที่ถูก drop
รูปแบบ client ที่รวมส่วนต่าง ๆ เข้าด้วยกัน (gap recovery, ping/pong, subscription แบบไดนามิก)
ตัวอย่างที่รวมส่วนต่าง ๆ เข้าด้วยกันนี้แสดง ingress แบบมีขอบเขต (bounded) และ subscription แบบไดนามิก ส่วน ingress task จะรอและ reconnect เฉพาะหลังจากสร้างการเชื่อมต่อไม่สำเร็จ หรือหลังจาก stream สิ้นสุดอย่างปกติเท่านั้น error จาก gRPC subscription หรือจาก stream จะถูกรายงานและทำให้ task หยุด เพื่อให้ตรวจสอบวิธีแก้ไขและข้อมูล retry ได้ ตัวอย่างนี้จึงไม่ใช่นโยบาย retry ทั่วไป
rust
use futures::{SinkExt, stream::StreamExt};
use solana_signature::Signature;
use std::{collections::HashMap, sync::Arc, time::Duration};
use tokio::sync::{RwLock, mpsc};
use solana_stream_sdk::{
GeyserCommitmentLevel as CommitmentLevel, GeyserGrpcClient, GeyserSlotStatus,
GeyserSubscribeRequest as SubscribeRequest,
GeyserSubscribeRequestFilterSlots as SubscribeRequestFilterSlots,
GeyserSubscribeRequestFilterTransactions as SubscribeRequestFilterTransactions,
GeyserSubscribeUpdate as SubscribeUpdate, GeyserUpdateOneof as UpdateOneof,
};
use solana_stream_sdk::yellowstone_grpc_proto::geyser::SubscribeRequestPing;
const UPDATE_CHANNEL_CAPACITY: usize = 10_000;
#[tokio::main]
async fn main() {
let endpoint = "http://your-erpc-grpc-endpoint".to_string();
let subscribe_request = Arc::new(RwLock::new(SubscribeRequest {
slots: HashMap::from([(
"slots".to_string(),
SubscribeRequestFilterSlots {
..Default::default()
},
)]),
transactions: HashMap::from([(
"all_transactions".to_string(),
SubscribeRequestFilterTransactions {
vote: Some(false),
failed: Some(false),
..Default::default()
},
)]),
commitment: Some(CommitmentLevel::Confirmed as i32),
..Default::default()
}));
let (updates_tx, updates_rx) = mpsc::channel::<SubscribeUpdate>(UPDATE_CHANNEL_CAPACITY);
let (subscribe_tx, subscribe_rx) = mpsc::unbounded_channel::<SubscribeRequest>();
let dispatcher_handle = tokio::spawn(async move {
dispatcher_loop(updates_rx).await;
});
let ingress_handle = tokio::spawn(async move {
ingress_loop(
updates_tx,
subscribe_rx,
endpoint,
subscribe_request,
)
.await;
});
if let Err(e) = tokio::join!(dispatcher_handle, ingress_handle).0 {
println!("Error: {:?}", e);
}
}
async fn ingress_loop(
updates_tx: mpsc::Sender<SubscribeUpdate>,
mut subscribe_rx: mpsc::UnboundedReceiver<SubscribeRequest>,
endpoint: String,
subscribe_request: Arc<RwLock<SubscribeRequest>>,
) {
let mut tracked_slot: u64 = 0;
let mut retry_delay = Duration::from_secs(1);
let max_retry_delay = Duration::from_secs(30);
loop {
let builder = match GeyserGrpcClient::build_from_shared(endpoint.clone()) {
Ok(builder) => builder,
Err(error) => {
eprintln!("Client configuration error: {error}");
return;
}
};
let mut client = match builder.connect().await {
Ok(client) => client,
Err(error) => {
eprintln!("Connection error: {error}");
tokio::time::sleep(retry_delay).await;
retry_delay = (retry_delay * 2).min(max_retry_delay);
continue;
}
};
subscribe_request.write().await.from_slot = if tracked_slot > 0 {
Some(tracked_slot)
} else {
None
};
match client
.subscribe_with_request(Some(subscribe_request.read().await.clone()))
.await
{
Ok((mut subscribe_tx, mut stream)) => {
loop {
tokio::select! {
subscription = subscribe_rx.recv() => {
match subscription {
Some(subscribe_request) => {
if let Err(error) = subscribe_tx.send(subscribe_request).await {
eprintln!("Subscription update error: {error}");
return;
}
}
None => return,
}
}
result = stream.next() => {
match result {
Some(Ok(update)) => {
retry_delay = Duration::from_secs(1);
if matches!(update.update_oneof, Some(UpdateOneof::Ping(_))) {
if let Err(error) = subscribe_tx
.send(SubscribeRequest {
ping: Some(SubscribeRequestPing { id: 1 }),
..Default::default()
})
.await
{
eprintln!("Ping response error: {error}");
return;
}
}
if matches!(update.update_oneof, Some(UpdateOneof::Ping(_)) | Some(UpdateOneof::Pong(_))) {
continue;
}
if let Some(UpdateOneof::Slot(ref slot_update)) = update.update_oneof {
tracked_slot = slot_update.slot;
continue;
}
if let Err(error) = updates_tx.send(update.clone()).await {
eprintln!("Update consumer stopped: {error}");
return;
}
}
Some(Err(error)) => {
eprintln!("Stream error: {error}");
return;
}
None => {
println!("Stream ended cleanly");
break;
}
}
}
}
}
}
Err(error) => {
eprintln!("Subscribe error: {error}");
return;
}
};
println!("Disconnected; retrying after bounded backoff...");
tokio::time::sleep(retry_delay).await;
retry_delay = (retry_delay * 2).min(max_retry_delay);
}
}
async fn dispatcher_loop(mut updates_rx: mpsc::Receiver<SubscribeUpdate>) {
loop {
if let Some(update) = updates_rx.recv().await {
match update.update_oneof {
Some(UpdateOneof::Transaction(tx)) => {
let sig = tx
.transaction
.and_then(|t| Signature::try_from(t.signature.as_slice()).ok())
.unwrap_or_default();
println!("Slot: {} | Signature: {}", tx.slot, sig);
}
_ => {
println!("Received update: {:?}", update);
}
}
}
}
}use futures::{SinkExt, stream::StreamExt};
use solana_signature::Signature;
use std::{collections::HashMap, sync::Arc, time::Duration};
use tokio::sync::{RwLock, mpsc};
use solana_stream_sdk::{
GeyserCommitmentLevel as CommitmentLevel, GeyserGrpcClient, GeyserSlotStatus,
GeyserSubscribeRequest as SubscribeRequest,
GeyserSubscribeRequestFilterSlots as SubscribeRequestFilterSlots,
GeyserSubscribeRequestFilterTransactions as SubscribeRequestFilterTransactions,
GeyserSubscribeUpdate as SubscribeUpdate, GeyserUpdateOneof as UpdateOneof,
};
use solana_stream_sdk::yellowstone_grpc_proto::geyser::SubscribeRequestPing;
const UPDATE_CHANNEL_CAPACITY: usize = 10_000;
#[tokio::main]
async fn main() {
let endpoint = "http://your-erpc-grpc-endpoint".to_string();
let subscribe_request = Arc::new(RwLock::new(SubscribeRequest {
slots: HashMap::from([(
"slots".to_string(),
SubscribeRequestFilterSlots {
..Default::default()
},
)]),
transactions: HashMap::from([(
"all_transactions".to_string(),
SubscribeRequestFilterTransactions {
vote: Some(false),
failed: Some(false),
..Default::default()
},
)]),
commitment: Some(CommitmentLevel::Confirmed as i32),
..Default::default()
}));
let (updates_tx, updates_rx) = mpsc::channel::<SubscribeUpdate>(UPDATE_CHANNEL_CAPACITY);
let (subscribe_tx, subscribe_rx) = mpsc::unbounded_channel::<SubscribeRequest>();
let dispatcher_handle = tokio::spawn(async move {
dispatcher_loop(updates_rx).await;
});
let ingress_handle = tokio::spawn(async move {
ingress_loop(
updates_tx,
subscribe_rx,
endpoint,
subscribe_request,
)
.await;
});
if let Err(e) = tokio::join!(dispatcher_handle, ingress_handle).0 {
println!("Error: {:?}", e);
}
}
async fn ingress_loop(
updates_tx: mpsc::Sender<SubscribeUpdate>,
mut subscribe_rx: mpsc::UnboundedReceiver<SubscribeRequest>,
endpoint: String,
subscribe_request: Arc<RwLock<SubscribeRequest>>,
) {
let mut tracked_slot: u64 = 0;
let mut retry_delay = Duration::from_secs(1);
let max_retry_delay = Duration::from_secs(30);
loop {
let builder = match GeyserGrpcClient::build_from_shared(endpoint.clone()) {
Ok(builder) => builder,
Err(error) => {
eprintln!("Client configuration error: {error}");
return;
}
};
let mut client = match builder.connect().await {
Ok(client) => client,
Err(error) => {
eprintln!("Connection error: {error}");
tokio::time::sleep(retry_delay).await;
retry_delay = (retry_delay * 2).min(max_retry_delay);
continue;
}
};
subscribe_request.write().await.from_slot = if tracked_slot > 0 {
Some(tracked_slot)
} else {
None
};
match client
.subscribe_with_request(Some(subscribe_request.read().await.clone()))
.await
{
Ok((mut subscribe_tx, mut stream)) => {
loop {
tokio::select! {
subscription = subscribe_rx.recv() => {
match subscription {
Some(subscribe_request) => {
if let Err(error) = subscribe_tx.send(subscribe_request).await {
eprintln!("Subscription update error: {error}");
return;
}
}
None => return,
}
}
result = stream.next() => {
match result {
Some(Ok(update)) => {
retry_delay = Duration::from_secs(1);
if matches!(update.update_oneof, Some(UpdateOneof::Ping(_))) {
if let Err(error) = subscribe_tx
.send(SubscribeRequest {
ping: Some(SubscribeRequestPing { id: 1 }),
..Default::default()
})
.await
{
eprintln!("Ping response error: {error}");
return;
}
}
if matches!(update.update_oneof, Some(UpdateOneof::Ping(_)) | Some(UpdateOneof::Pong(_))) {
continue;
}
if let Some(UpdateOneof::Slot(ref slot_update)) = update.update_oneof {
tracked_slot = slot_update.slot;
continue;
}
if let Err(error) = updates_tx.send(update.clone()).await {
eprintln!("Update consumer stopped: {error}");
return;
}
}
Some(Err(error)) => {
eprintln!("Stream error: {error}");
return;
}
None => {
println!("Stream ended cleanly");
break;
}
}
}
}
}
}
Err(error) => {
eprintln!("Subscribe error: {error}");
return;
}
};
println!("Disconnected; retrying after bounded backoff...");
tokio::time::sleep(retry_delay).await;
retry_delay = (retry_delay * 2).min(max_retry_delay);
}
}
async fn dispatcher_loop(mut updates_rx: mpsc::Receiver<SubscribeUpdate>) {
loop {
if let Some(update) = updates_rx.recv().await {
match update.update_oneof {
Some(UpdateOneof::Transaction(tx)) => {
let sig = tx
.transaction
.and_then(|t| Signature::try_from(t.signature.as_slice()).ok())
.unwrap_or_default();
println!("Slot: {} | Signature: {}", tx.slot, sig);
}
_ => {
println!("Received update: {:?}", update);
}
}
}
}
}ร่วมเพิ่มตัวอย่าง
หากพบรูปแบบที่มีประโยชน์ ลองร่วมเพิ่มลงในเอกสารนี้
Repository ของ Solana Stream SDK: https://github.com/ValidatorsDAO/solana-stream
Repository ของ Solana Stream SDK: https://github.com/ValidatorsDAO/solana-stream






