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Optimize SQL queries in pull_missing_blocks (#1458)
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* Optimize SQL queries in pull_missing_blocks

* Update comment in pull_missing_blocks
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albrow authored Jan 7, 2019
1 parent b8f3fa9 commit 7dda953
Showing 1 changed file with 20 additions and 19 deletions.
39 changes: 20 additions & 19 deletions packages/pipeline/src/scripts/pull_missing_blocks.ts
Original file line number Diff line number Diff line change
Expand Up @@ -14,56 +14,56 @@ import { handleError, INFURA_ROOT_URL } from '../utils';
// Number of blocks to save at once.
const BATCH_SAVE_SIZE = 1000;
// Maximum number of requests to send at once.
const MAX_CONCURRENCY = 10;
const MAX_CONCURRENCY = 20;
// Maximum number of blocks to query for at once. This is also the maximum
// number of blocks we will hold in memory prior to being saved to the database.
const MAX_BLOCKS_PER_QUERY = 1000;

let connection: Connection;

const tablesWithMissingBlocks = [
'raw.exchange_fill_events',
'raw.exchange_cancel_events',
'raw.exchange_cancel_up_to_events',
'raw.erc20_approval_events',
];

(async () => {
connection = await createConnection(ormConfig as ConnectionOptions);
const provider = web3Factory.getRpcProvider({
rpcUrl: INFURA_ROOT_URL,
});
const web3Source = new Web3Source(provider);
await getAllMissingBlocksAsync(web3Source);
for (const tableName of tablesWithMissingBlocks) {
await getAllMissingBlocksAsync(web3Source, tableName);
}
process.exit(0);
})().catch(handleError);

interface MissingBlocksResponse {
block_number: string;
}

async function getAllMissingBlocksAsync(web3Source: Web3Source): Promise<void> {
async function getAllMissingBlocksAsync(web3Source: Web3Source, tableName: string): Promise<void> {
const blocksRepository = connection.getRepository(Block);
while (true) {
const blockNumbers = await getMissingBlockNumbersAsync();
console.log(`Checking for missing blocks in ${tableName}...`);
const blockNumbers = await getMissingBlockNumbersAsync(tableName);
if (blockNumbers.length === 0) {
// There are no more missing blocks. We're done.
break;
}
await getAndSaveBlocksAsync(web3Source, blocksRepository, blockNumbers);
}
const totalBlocks = await blocksRepository.count();
console.log(`Done saving blocks. There are now ${totalBlocks} total blocks.`);
console.log(`Done saving blocks for ${tableName}. There are now ${totalBlocks} total blocks.`);
}

async function getMissingBlockNumbersAsync(): Promise<number[]> {
// Note(albrow): The easiest way to get all the blocks we need is to
// consider all the events tables together in a single query. If this query
// gets too slow, we should consider re-architecting so that we can work on
// getting the blocks for one type of event at a time.
async function getMissingBlockNumbersAsync(tableName: string): Promise<number[]> {
// This query returns up to `MAX_BLOCKS_PER_QUERY` distinct block numbers
// which are present in `tableName` but not in `raw.blocks`.
const response = (await connection.query(
`WITH all_events AS (
SELECT block_number FROM raw.exchange_fill_events
UNION SELECT block_number FROM raw.exchange_cancel_events
UNION SELECT block_number FROM raw.exchange_cancel_up_to_events
UNION SELECT block_number FROM raw.erc20_approval_events
)
SELECT DISTINCT(block_number) FROM all_events
WHERE block_number NOT IN (SELECT number FROM raw.blocks)
ORDER BY block_number ASC LIMIT $1`,
`SELECT DISTINCT(block_number) FROM ${tableName} LEFT JOIN raw.blocks ON ${tableName}.block_number = raw.blocks.number WHERE number IS NULL LIMIT $1;`,
[MAX_BLOCKS_PER_QUERY],
)) as MissingBlocksResponse[];
const blockNumberStrings = R.pluck('block_number', response);
Expand All @@ -86,4 +86,5 @@ async function getAndSaveBlocksAsync(
const blocks = R.map(parseBlock, rawBlocks);
console.log(`Saving ${blocks.length} blocks...`);
await blocksRepository.save(blocks, { chunk: Math.ceil(blocks.length / BATCH_SAVE_SIZE) });
console.log('Done saving this batch of blocks');
}

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