Datasets:
Re-export 2026-10-15 from the re-read archive; add the day's events, signatures and receipt
Browse filesLanded 21,705,145 (+20,926), failed 20,428,528 (+1,030,321); events 75,466; signatures 40,955,595; 399,170 blocks, all on the chain's own list.
- README.md +51 -22
- data/pumpdata-2026-10-15-00000-of-00003.parquet +2 -2
- data/pumpdata-2026-10-15-00001-of-00003.parquet +2 -2
- data/pumpdata-2026-10-15-00002-of-00003.parquet +2 -2
- events/pumpdata-2026-10-15-events.parquet +3 -0
- receipt.json +20 -0
- signatures/pumpdata-2026-10-15-signatures-00000-of-00007.parquet +3 -0
- signatures/pumpdata-2026-10-15-signatures-00001-of-00007.parquet +3 -0
- signatures/pumpdata-2026-10-15-signatures-00002-of-00007.parquet +3 -0
- signatures/pumpdata-2026-10-15-signatures-00003-of-00007.parquet +3 -0
- signatures/pumpdata-2026-10-15-signatures-00004-of-00007.parquet +3 -0
- signatures/pumpdata-2026-10-15-signatures-00005-of-00007.parquet +3 -0
- signatures/pumpdata-2026-10-15-signatures-00006-of-00007.parquet +3 -0
- summary.json +82 -27
README.md
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data_files:
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- split: train
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path: data/*.parquet
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---
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-
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-
# pumpdata.fun sample: one UTC day of pump.fun and PumpSwap trades, failed trades kept
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One UTC day, **2026-10-15**, of every pump.fun bonding-curve trade and every PumpSwap trade in the pumpdata.fun
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archive, with the trades that failed on chain kept beside the ones that landed. It's read from the chain's own
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ledger, not an indexer's copy. Parquet, zstd, in shards of at most 500 MB. Not affiliated with pump.fun.
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-
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## Coverage
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|---|---|
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| UTC day | `2026-10-15T00:00:00Z` to `2026-10-16T00:00:00Z` (end exclusive) |
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| rows |
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| landed trades | 21,
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| failed trades |
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| PumpSwap landed trades in the coin's own migration pool / in other pools | 10,
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| distinct mints / wallets / pools | 79,
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| first / last block time | 2026-10-15T00:00:00Z / 2026-10-15T23:59:59Z |
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| longest stretch with no landed trade | 2 s |
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| raw venue codes (`venue:venue_code` rows) | `curve:c`
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| archive epochs read | 1057, 1058 |
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-
| shards / size | 3 / 1,
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| shard | rows | size |
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|---|---|---|
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| `data/pumpdata-2026-10-15-00000-of-00003.parquet` | 14,
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| `data/pumpdata-2026-10-15-00001-of-00003.parquet` | 14,
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| `data/pumpdata-2026-10-15-00002-of-00003.parquet` |
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## The full archive
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-
This sample is one day
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| table | one row per | columns |
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|---|---|---|
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## The UTC day
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A row belongs to the day when its **block time** is in `[2026-10-15T00:00:00Z, 2026-10-16T00:00:00Z)`. Block time is the
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Solana block's own timestamp (unix seconds), the same `ts` every pumpdata
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time of the block the failed transaction landed in (the archive's `blocks.parquet`, by slot). Midnight
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`00:00:00Z` is in. The next midnight is in the next day.
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## Columns
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Rows are ordered by `(ts, slot, idx, failed)` within and across shards (shard `00000` comes first).
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| `slot` | int64 | Solana slot |
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| `idx` | int32 | the transaction's 0-based position in its block, the same number in every table of the archive: several trades in one transaction share it, and a landed and a failed row never do. With `slot` it is the transaction's key; the full archive's signatures table joins on (`slot`, `idx`) |
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| `venue` | string | `curve` (the pump.fun bonding curve) or `pumpswap` (a PumpSwap pool) |
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| `venue_code` | string | the archive's raw venue code. Curve codes are `c`, `curve`, `bonding_curve` or `0`, and any other code is PumpSwap. The coverage table lists the codes present |
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| `failed` | bool | `false`: the trade landed. `true`: the transaction tried a curve or PumpSwap trade, made it into a block and failed (`error` says why). Failed rows have no amounts and no reserves, only who tried what, the fee they paid and the error |
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| `mint` | string | the token's mint address |
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| `pool` | string | the PumpSwap pool address. Null on curve rows and on failed rows (the archive keeps no pool for a failed trade) |
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| `migration_pool` | bool | PumpSwap landed rows only: `true` when `pool` is the coin's own pump.fun migration pool quoted in WSOL (its `migrate` and `pool` events, as pumpdata
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| `wallet` | string | the trader: the trade's user, or the failed transaction's signer |
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| `side` | string | `buy` or `sell` (of the token) |
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| `sol_lamports` | int64 | SOL in the trade, lamports (1 SOL = 1e9). Null on failed rows |
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| `token_amount` | int64 | tokens in the trade, base units (pump.fun tokens have 6 decimals). Null on failed rows |
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| `r1`, `r2`, `r3` | float64 | reserves as the archive's parser stores them. Null on failed rows. **Curve:** `r1` is the SOL reserve (lamports) and `r2` the token reserve (base units), price in SOL per token = `(r1 / 1e9) / (r2 / 1e6)`. **PumpSwap:** `r1` is the base (token) reserve and `r2` the quote (WSOL, lamports) reserve before the trade, and `r3` is a quote-side amount pumpdata adds to the quote reserve when it prices a pool. Pool rows before about epoch 1030 carry no `r3`. |
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| `fee_lamports` | int64 | failed rows only: the fee the failed transaction paid, lamports |
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| `error` | string | failed rows only: the transaction's error as the runtime reported it |
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| `epoch` | int32 | the archive epoch the row was read from |
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df = pd.read_parquet("data/") # pyarrow; block_time comes back tz-aware UTC
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```
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##
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-
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data_files:
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- split: train
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path: data/*.parquet
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- config_name: events
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data_files:
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- split: train
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path: events/*.parquet
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- config_name: signatures
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data_files:
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- split: train
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path: signatures/*.parquet
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---
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+
# pumpdata sample: one UTC day of pump.fun and PumpSwap trades, failed trades kept
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One UTC day, **2026-10-15**, of every pump.fun bonding-curve trade and every PumpSwap trade in the pumpdata.fun
|
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archive, with the trades that failed on chain kept beside the ones that landed. It's read from the chain's own
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ledger, not an indexer's copy. Parquet, zstd, in shards of at most 500 MB. Not affiliated with pump.fun.
|
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+
<!-- The numbers below are placeholders in double braces. scripts/export_sample.py --card fills them from its own
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summary (summary.json) into the output's README.md. Until it has run on the archive, this file holds no numbers. -->
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## Coverage
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| | |
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|---|---|
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| UTC day | `2026-10-15T00:00:00Z` to `2026-10-16T00:00:00Z` (end exclusive) |
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+
| rows | 42,133,673 |
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| landed trades | 21,705,145 (curve 4,556,524, PumpSwap 17,148,621) |
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+
| failed trades | 20,428,528 (curve 10,396,021, PumpSwap 10,032,507) |
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+
| PumpSwap landed trades in the coin's own migration pool / in other pools | 10,937,934 / 6,210,687 |
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| distinct mints / wallets / pools | 79,664 / 849,759 / 19,666 |
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| first / last block time | 2026-10-15T00:00:00Z / 2026-10-15T23:59:59Z |
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| longest stretch with no landed trade | 2 s |
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+
| raw venue codes (`venue:venue_code` rows) | `curve:c` 14,952,545, `pumpswap:a` 27,181,128 |
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| archive epochs read | 1057, 1058 |
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+
| shards / size | 3 / 1,219.2 MB |
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| shard | rows | size |
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|---|---|---|
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+
| `data/pumpdata-2026-10-15-00000-of-00003.parquet` | 14,377,604 | 433.0 MB |
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+
| `data/pumpdata-2026-10-15-00001-of-00003.parquet` | 14,377,604 | 417.1 MB |
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+
| `data/pumpdata-2026-10-15-00002-of-00003.parquet` | 13,378,465 | 369.2 MB |
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+
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+
Beside the trades, the same day's other tables and its receipt:
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| path | what | rows | size |
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|---|---|---|---|
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| `events/` | creates, completions, migrations, pools and the rest: `slot`, `idx`, `kind`, `ts`, and `a` to `f` by kind | 75,466 | 4.6 MB |
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| `signatures/` (7 files) | one row per transaction: `slot`, `idx`, `signature` | 40,955,595 | 2,773.7 MB |
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| `receipt.json` | the day's first and last slot, its blocks and skipped slots, and the rows in each table, with the blocks compared against the chain's own list | | |
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+
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## The full archive
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+
This sample is one day. The full archive has every day since pump.fun's first day, as daily Parquet, with these tables beside the trades:
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| table | one row per | columns |
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|---|---|---|
|
|
|
|
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## The UTC day
|
| 94 |
|
| 95 |
A row belongs to the day when its **block time** is in `[2026-10-15T00:00:00Z, 2026-10-16T00:00:00Z)`. Block time is the
|
| 96 |
+
Solana block's own timestamp (unix seconds), the same `ts` every pumpdata call uses. For a failed trade it's the
|
| 97 |
time of the block the failed transaction landed in (the archive's `blocks.parquet`, by slot). Midnight
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`00:00:00Z` is in. The next midnight is in the next day.
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+
Rows the archive names no coin for are left out: PumpSwap trades in pools whose coin is not recorded, and failed
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transactions that never reached a coin. The receipt counts the rows in these files.
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+
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## Columns
|
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|
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Rows are ordered by `(ts, slot, idx, failed)` within and across shards (shard `00000` comes first).
|
|
|
|
| 111 |
| `slot` | int64 | Solana slot |
|
| 112 |
| `idx` | int32 | the transaction's 0-based position in its block, the same number in every table of the archive: several trades in one transaction share it, and a landed and a failed row never do. With `slot` it is the transaction's key; the full archive's signatures table joins on (`slot`, `idx`) |
|
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| `venue` | string | `curve` (the pump.fun bonding curve) or `pumpswap` (a PumpSwap pool) |
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+
| `venue_code` | string | the archive's raw venue code. Curve codes are `c`, `curve`, `bonding_curve` or `0`, and any other code is PumpSwap (`scripts/build_crossings.py` `CURVE_VENUES`). The coverage table lists the codes present |
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| `failed` | bool | `false`: the trade landed. `true`: the transaction tried a curve or PumpSwap trade, made it into a block and failed (`error` says why). Failed rows have no amounts and no reserves, only who tried what, the fee they paid and the error |
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| `mint` | string | the token's mint address |
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| `pool` | string | the PumpSwap pool address. Null on curve rows and on failed rows (the archive keeps no pool for a failed trade) |
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+
| `migration_pool` | bool | PumpSwap landed rows only: `true` when `pool` is the coin's own pump.fun migration pool quoted in WSOL (its `migrate` and `pool` events, as pumpdata's base rates count it), `false` for any other pool trading the mint (third-party pools, other quotes). Null on curve and failed rows |
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| `wallet` | string | the trader: the trade's user, or the failed transaction's signer |
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| `side` | string | `buy` or `sell` (of the token) |
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| `sol_lamports` | int64 | SOL in the trade, lamports (1 SOL = 1e9). Null on failed rows |
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| `token_amount` | int64 | tokens in the trade, base units (pump.fun tokens have 6 decimals). Null on failed rows |
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+
| `r1`, `r2`, `r3` | float64 | reserves as the archive's parser stores them. Null on failed rows. **Curve:** `r1` is the SOL reserve (lamports) and `r2` the token reserve (base units), price in SOL per token = `(r1 / 1e9) / (r2 / 1e6)`. **PumpSwap:** `r1` is the base (token) reserve and `r2` the quote (WSOL, lamports) reserve before the trade, and `r3` is a quote-side amount pumpdata adds to the quote reserve when it prices a pool. Pool rows before about epoch 1030 carry no `r3`. pumpdata's pricing is `_mcap_sql()` in `scripts/build_crossings.py` |
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| `fee_lamports` | int64 | failed rows only: the fee the failed transaction paid, lamports |
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| `error` | string | failed rows only: the transaction's error as the runtime reported it |
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| `epoch` | int32 | the archive epoch the row was read from |
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df = pd.read_parquet("data/") # pyarrow; block_time comes back tz-aware UTC
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```
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+
With the day's other tables (when they are in this folder), each trade with its transaction's signature:
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```python
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duckdb.sql("""SELECT t.slot, t.idx, t.mint, t.wallet, t.side, t.failed, s.signature
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FROM 'data/*.parquet' t JOIN 'signatures/*.parquet' s USING (slot, idx) LIMIT 5""")
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```
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## Changes
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+
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+
- 2026-10-27: re-exported from the archive as re-read on October 21 to 25, whose reader also takes trades on custom-pair curves and more kinds of failed trade (+20,926 landed and +1,030,321 failed rows against the first export); the day's events, signatures and completeness receipt added; `idx` described as the transaction's position in its block.
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- 2026-10-17: first export.
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+
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## Made by
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`scripts/export_sample.py` in pumpdata (utah, the archive's own parquet: `trades.parquet`, `fails.parquet`,
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`blocks.parquet`, `events.parquet` per epoch), `2026-10-27T02:19:22Z`.
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data/pumpdata-2026-10-15-00000-of-00003.parquet
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size 432989212
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data/pumpdata-2026-10-15-00001-of-00003.parquet
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size 417051569
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data/pumpdata-2026-10-15-00002-of-00003.parquet
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version https://git-lfs.github.com/spec/v1
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size 369174442
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events/pumpdata-2026-10-15-events.parquet
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size 4580167
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receipt.json
ADDED
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{
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| 2 |
+
"day": "2026-10-15",
|
| 3 |
+
"first_slot": 457030039,
|
| 4 |
+
"last_slot": 457429525,
|
| 5 |
+
"slots_in_range": 399487,
|
| 6 |
+
"blocks": 399170,
|
| 7 |
+
"slots_skipped": 317,
|
| 8 |
+
"rows": {
|
| 9 |
+
"trades_landed": 21705145,
|
| 10 |
+
"trades_failed": 20428528,
|
| 11 |
+
"events": 75466,
|
| 12 |
+
"signatures": 40955595
|
| 13 |
+
},
|
| 14 |
+
"check": {
|
| 15 |
+
"against": "getBlocks(first_slot, last_slot) from a Solana RPC",
|
| 16 |
+
"chain_blocks": 399170,
|
| 17 |
+
"in_chain_not_here": 0,
|
| 18 |
+
"here_not_in_chain": 0
|
| 19 |
+
}
|
| 20 |
+
}
|
signatures/pumpdata-2026-10-15-signatures-00000-of-00007.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:9a7bafc73c0aad554f0f6a2ddeb86210d659124afaa279507900d7524883980a
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+
size 449644304
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signatures/pumpdata-2026-10-15-signatures-00001-of-00007.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:02725a07b470d4a08613c588add32bdd849955dfe84b5cb9cc15df9802846e3c
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size 450206281
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signatures/pumpdata-2026-10-15-signatures-00002-of-00007.parquet
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version https://git-lfs.github.com/spec/v1
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