"""Watch for pump.fun coins approaching graduation, over plain WebSocket RPC. Usage: uv run learning-examples/bonding-curve-progress/get_graduating_tokens.py uv run learning-examples/bonding-curve-progress/get_graduating_tokens.py --min-progress 95 Why a subscription and not `getProgramAccounts`: the pump.fun program now owns over 10 million accounts, and every provider refuses to scan it. Helius, Alchemy and dRPC reject with `Too many accounts requested (10000001 pubkeys)`; QuickNode and Chainstack time out. No filter set fixes that — the rejection is on program size, before filters apply. `getProgramAccountsV2` is a provider extension (Helius, Solana Tracker), not core Agave, and its `limit` is a *scan* budget rather than a result count, so answering this question with it means ~1000 sequential pages. `programSubscribe` sidesteps the scan entirely. A curve can only approach graduation by being traded, and every write to it pushes the full 151-byte account, so each notification carries everything needed to compute progress — there is no state to accumulate and no cold start beyond the next trade. Verified accepted on both a paid endpoint and the public `api.mainnet-beta.solana.com`. See `get_graduating_tokens_geyser.py` for the same report over Geyser gRPC, which also gives you the transaction signature behind each update. Selecting a graduation threshold -------------------------------- Progress is measured against `Global.initial_real_token_reserves` (~793.1M tokens) read from chain, not a hardcoded constant, because a mayhem coin can launch with different virtual params and would otherwise show the wrong percentage. The pre-filter the server applies can only match exact bytes, so it cannot do "anything above 90%". It can only do a few fixed cutoffs. `--min-progress` uses the closest cutoff that is still wide enough, then makes the exact comparison here: filter cutoff ≈ graduated past 2 zero bytes @ 30 281.5M tokens left 64.5% 3 zero bytes @ 29 1.1M tokens left 99.86% 4 zero bytes @ 28 4,295 tokens left 99.9995% --min-progress pre-filtered by the server? below 64.5% no, every curve arrives and is filtered here 64.5% to 99.86% yes, at the 64.5% cutoff 99.86% and up yes, at the 99.86% cutoff So the pre-filter saves traffic, it does not decide the answer — whatever percentage you ask for is honoured either way. Low thresholds just cost more bandwidth. If you want to hand-tune, pick a different cutoff from the table: the last moments before migration want the 3-byte one, a wider funnel the 2-byte one. Checked against mainnet by running the filtered and unfiltered subscriptions side by side for a minute: same curves, nothing dropped, nothing extra. `dataSize: 151` restricts this to the current curve layout. The original 49-byte layout (no `creator` field) still has accounts with `complete = false`, but none of them are written to any more — verified over a 45s window in which all 205 updates across 24 curves were 151-byte accounts. """ import argparse import asyncio import base64 import json import os import struct import sys from typing import Any, Final import websockets from dotenv import load_dotenv from solana.rpc.async_api import AsyncClient from solana.rpc.types import TokenAccountOpts from solders.pubkey import Pubkey load_dotenv() # Constants RPC_ENDPOINT: Final[str] = os.environ.get("SOLANA_NODE_RPC_ENDPOINT", "") WSS_ENDPOINT: Final[str] = os.environ.get("SOLANA_NODE_WSS_ENDPOINT", "") PUMP_PROGRAM_ID: Final[Pubkey] = Pubkey.from_string( "6EF8rrecthR5Dkzon8Nwu78hRvfCKubJ14M5uBEwF6P" ) PUMP_GLOBAL: Final[Pubkey] = Pubkey.from_string( "4wTV1YmiEkRvAtNtsSGPtUrqRYQMe5SKy2uB4Jjaxnjf" ) # Coins created by `create_v2` are Token-2022, so that is tried first. Querying # under the wrong token program returns nothing at all. TOKEN_2022_PROGRAM_ID: Final[Pubkey] = Pubkey.from_string( "TokenzQdBNbLqP5VEhdkAS6EPFLC1PHnBqCXEpPxuEb" ) TOKEN_PROGRAM_ID: Final[Pubkey] = Pubkey.from_string( "TokenkegQfeZyiNwAJbNbGKPFXCWuBvf9Ss623VQ5DA" ) # See learning-examples/calculate_discriminator.py BONDING_CURVE_DISCRIMINATOR: Final[bytes] = bytes.fromhex("17b7f83760d8ac60") CURVE_ACCOUNT_LEN: Final[int] = 151 TOKEN_DECIMALS: Final[int] = 6 _RESERVES_OFFSET: Final[int] = 24 # real_token_reserves, u64 LE _COMPLETE_OFFSET: Final[int] = 48 _QUOTE_MINT_OFFSET: Final[int] = 83 _GLOBAL_INITIAL_REAL_TOKEN_RESERVES_OFFSET: Final[int] = 89 _BAD_DISCRIMINATOR_MSG: Final[str] = "Invalid discriminator for bonding curve" # Quote assets. `quote_mint` is all zeros on SOL-paired coins, and the quote-side # reserves are in that mint's raw units — 1e9 for SOL, 1e6 for USDC. DEFAULT_QUOTE_MINT: Final[Pubkey] = Pubkey.from_bytes(bytes(32)) WSOL_MINT: Final[Pubkey] = Pubkey.from_string( "So11111111111111111111111111111111111111112" ) USDC_MINT: Final[Pubkey] = Pubkey.from_string( "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v" ) QUOTE_DECIMALS: Final[dict[Pubkey, int]] = {WSOL_MINT: 9, USDC_MINT: 6} QUOTE_SYMBOLS: Final[dict[Pubkey, str]] = {WSOL_MINT: "SOL", USDC_MINT: "USDC"} # Only used if the Global account cannot be read: 1B supply less 206.9M reserved. FALLBACK_INITIAL_REAL_TOKEN_RESERVES: Final[float] = 793_100_000.0 # A qualifying curve is traded several times a second. Reprint it only once it has # moved this far, so the output stays readable. REPRINT_STEP_PCT: Final[float] = 0.25 RECONNECT_DELAY: Final[int] = 5 def zero_prefix_gate(bound_raw: int) -> tuple[int, bytes] | None: """Pick the tightest server-side cutoff that still lets every match through. See the module docstring for the cutoffs on offer. Returns None when none of them is wide enough to be safe, in which case there is no pre-filtering and every curve is checked here instead. Args: bound_raw: Highest reserves value, in raw units, that should still qualify Returns: An (offset, zero bytes) pair for a memcmp filter, or None for no filter """ # Only 2, 3 and 4 zero bytes are offered. One zero byte would be a cutoff so # high that no coin could ever fail it, which filters nothing while looking # like it does. for zero_bytes in (4, 3, 2): if 2 ** (8 * (8 - zero_bytes)) > bound_raw: return 32 - zero_bytes, bytes(zero_bytes) return None def build_filters(bound_raw: int) -> list[dict[str, Any]]: """Assemble the server-side `programSubscribe` filters. Args: bound_raw: Highest qualifying `real_token_reserves`, in raw units Returns: Filter dicts in the shape the RPC expects """ def memcmp(offset: int, raw: bytes) -> dict[str, Any]: return { "memcmp": { "offset": offset, "bytes": base64.b64encode(raw).decode(), "encoding": "base64", } } filters: list[dict[str, Any]] = [ {"dataSize": CURVE_ACCOUNT_LEN}, memcmp(0, BONDING_CURVE_DISCRIMINATOR), memcmp(_COMPLETE_OFFSET, b"\x00"), # Not graduated yet ] gate = zero_prefix_gate(bound_raw) if gate: filters.append(memcmp(*gate)) return filters def parse_curve(data: bytes) -> dict[str, Any]: """Decode the 151-byte bonding curve fields needed for a progress report. Args: data: Raw bonding curve account data Returns: Reserves in whole tokens, plus the quote asset's symbol Raises: ValueError: If the discriminator does not match a bonding curve """ if data[:8] != BONDING_CURVE_DISCRIMINATOR: raise ValueError(_BAD_DISCRIMINATOR_MSG) real_token_reserves = struct.unpack_from(" float: """Read the launch-time real token reserves from the Global account. Global layout up to this field: discriminator(8) + initialized(1) + authority(32) + fee_recipient(32) + initial_virtual_token_reserves(8) + initial_virtual_sol_reserves(8), so initial_real_token_reserves sits at 89. Args: client: Connected RPC client Returns: Initial real token reserves in whole tokens, or the fallback constant """ try: resp = await client.get_account_info(PUMP_GLOBAL, encoding="base64") raw = struct.unpack_from( " Pubkey | None: """Recover a coin's mint from its bonding curve address. The curve account carries no mint field and `["bonding-curve", mint]` is not reversible, so this goes through the associated bonding curve — an ordinary ATA owned by the curve. That ATA belongs to Token-2022 for `create_v2` coins, which is every coin now being launched, so Token-2022 is tried first. The answer is checked by re-deriving the curve PDA from the mint. Args: client: Connected RPC client curve: The bonding curve address Returns: The mint, or None if no owned token account resolves back to this curve """ for program_id in (TOKEN_2022_PROGRAM_ID, TOKEN_PROGRAM_ID): try: resp = await client.get_token_accounts_by_owner( curve, TokenAccountOpts(program_id=program_id) ) except Exception as e: # noqa: BLE001 - a miss here is not fatal print(f"⚠️ Mint lookup failed for {curve}: {e}") continue if not resp.value: continue mint = Pubkey(resp.value[0].account.data[:32]) derived, _ = Pubkey.find_program_address( [b"bonding-curve", bytes(mint)], PUMP_PROGRAM_ID ) if derived == curve: return mint return None def print_banner(baseline: float, min_progress: float) -> None: """Describe the baseline and the filter that will be installed. Args: baseline: Launch-time real token reserves, in whole tokens min_progress: Graduation progress threshold, as a percentage """ print(f"Graduation baseline: {baseline:,.0f} tokens (from Global)") print(f"Reporting curves at or above {min_progress:.2f}% graduated") gate = zero_prefix_gate(progress_to_bound(baseline, min_progress)) if gate: cutoff_tokens = 2 ** (8 * (8 - len(gate[1]))) / 10**TOKEN_DECIMALS cutoff_pct = max(100 - cutoff_tokens * 100 / baseline, 0.0) print( f"Pre-filter: the server sends only curves past ~{cutoff_pct:.2f}% " f"({cutoff_tokens:,.0f} tokens left); the rest is checked here" ) else: print("Pre-filter: none, so every curve arrives and is checked here") print("Waiting for trades on qualifying curves...\n") def progress_to_bound(baseline: float, min_progress: float) -> int: """Convert a progress threshold into a raw `real_token_reserves` ceiling. Args: baseline: Launch-time real token reserves, in whole tokens min_progress: Graduation progress threshold, as a percentage Returns: The highest raw reserves value that still qualifies """ return int(baseline * (1 - min_progress / 100) * 10**TOKEN_DECIMALS) class GraduationReporter: """Turns raw curve updates into one printed line per meaningful change. Holds the mint cache and the last-printed progress per curve, so the transport loop only has to hand over decoded account bytes. """ def __init__( self, client: AsyncClient, baseline: float, min_progress: float ) -> None: """Initialize the reporter. Args: client: Connected RPC client, used to resolve mints baseline: Launch-time real token reserves, in whole tokens min_progress: Graduation progress threshold, as a percentage """ self.client = client self.baseline = baseline self.min_progress = min_progress self.mints: dict[Pubkey, Pubkey | None] = {} self.last_printed: dict[Pubkey, float] = {} async def handle(self, curve: Pubkey, data: bytes, suffix: str = "") -> None: """Report one curve update, if it qualifies and has moved far enough. Args: curve: The bonding curve address data: Raw bonding curve account data suffix: Extra provenance to append to the line, if the transport has any """ try: state = parse_curve(data) except (ValueError, struct.error) as e: print(f"⚠️ Could not decode {curve}: {e}") return # The server-side gate is coarser than the requested threshold, so the exact # comparison happens here. progress = max(100 - state["real_token_reserves"] * 100 / self.baseline, 0.0) if progress < self.min_progress: return previous = self.last_printed.get(curve) if previous is not None and abs(progress - previous) < REPRINT_STEP_PCT: return self.last_printed[curve] = progress if curve not in self.mints: self.mints[curve] = await resolve_mint(self.client, curve) mint = self.mints[curve] print( f"🎓 {progress:6.2f}% " f"mint={mint if mint else ''} " f"curve={curve} " f"{state['real_token_reserves']:,.0f} tokens left " f"{state['real_quote_reserves']:,.4f} {state['quote_symbol']}" f"{suffix}" ) async def stream_once( reporter: GraduationReporter, filters: list[dict[str, Any]] ) -> None: """Subscribe and consume notifications until the connection drops. Args: reporter: Sink for decoded curve updates filters: Server-side filters for the subscription Raises: ConnectionRefusedError: If the endpoint rejects the subscription outright """ async with websockets.connect(WSS_ENDPOINT, max_size=None) as ws: await ws.send( json.dumps( { "jsonrpc": "2.0", "id": 1, "method": "programSubscribe", "params": [ str(PUMP_PROGRAM_ID), { "encoding": "base64", "commitment": "processed", "filters": filters, }, ], } ) ) ack = json.loads(await ws.recv()) if "error" in ack: raise ConnectionRefusedError(str(ack["error"])) while True: # ConnectionClosed deliberately propagates to the reconnect handler in # watch(). Swallowing it here would make every further recv() raise # instantly, forever. A JSONDecodeError is per-message rather than # per-connection, so that one is safe to skip. try: message = json.loads(await ws.recv()) except json.JSONDecodeError: continue if message.get("method") != "programNotification": continue value = message["params"]["result"]["value"] await reporter.handle( Pubkey.from_string(value["pubkey"]), base64.b64decode(value["account"]["data"][0]), ) async def watch(min_progress: float) -> None: """Stream curve updates and report coins at or above `min_progress`. Args: min_progress: Graduation progress threshold, as a percentage """ if not WSS_ENDPOINT or not RPC_ENDPOINT: print("❌ Set SOLANA_NODE_RPC_ENDPOINT and SOLANA_NODE_WSS_ENDPOINT in .env") return async with AsyncClient(RPC_ENDPOINT) as client: baseline = await fetch_initial_real_token_reserves(client) print_banner(baseline, min_progress) filters = build_filters(progress_to_bound(baseline, min_progress)) reporter = GraduationReporter(client, baseline, min_progress) while True: try: await stream_once(reporter, filters) except ConnectionRefusedError as e: print(f"❌ Subscription rejected: {e}") return except Exception as e: # noqa: BLE001 - keep watching across hiccups print(f"⚠️ {type(e).__name__}: {e}; reconnecting in {RECONNECT_DELAY}s") await asyncio.sleep(RECONNECT_DELAY) def main() -> None: """Parse arguments and start watching.""" # A watcher is usually piped into a file or grep, where block buffering would # hold every line back — and lose them entirely if the process is killed. sys.stdout.reconfigure(line_buffering=True) parser = argparse.ArgumentParser( description="Report pump.fun coins approaching graduation, over WebSocket RPC" ) parser.add_argument( "--min-progress", type=float, default=90.0, help="Only report curves at or above this graduation percentage " "(default: 90.0)", ) args = parser.parse_args() asyncio.run(watch(args.min_progress)) if __name__ == "__main__": main()