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fix ingestion script not marking `done` when no results are returned

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main
Avraham Sakal 2 years ago
parent a0970a7fca
commit 5614586b66
2 changed files with 116 additions and 101 deletions
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215
server/src/scripts/ingest-option-quotes-from-polygon-to-clickhouse.ts
Unescape Escape View File

@ -27,6 +27,8 @@ const optionContractToTicker = ({
type PolygonResponse = {
next_url?: string;
status: string;
resultsCount: number;
results: Array<{
c: number;
h: number;
@ -80,31 +82,33 @@ async function getOptionAggregates(
).json()) as PolygonResponse,
{ retries: 5, factor: 2, minTimeout: 1000, maxTimeout: 60 * 1000 }
);
if (!latestBatchResponse.results) {
if (latestBatchResponse.status.toLowerCase() !== "ok") {
console.log(latestBatchResponse);
return;
}
let latestBatch = latestBatchResponse.results.map((result) => ({
symbol: underlyingSymbol,
expirationDate,
strike,
type,
if (latestBatchResponse.resultsCount > 0) {
let latestBatch = latestBatchResponse.results.map((result) => ({
symbol: underlyingSymbol,
expirationDate,
strike,
type,
tsStart: (result.t || 0) / 1000,
open: result.o,
close: result.c,
low: result.l,
high: result.h,
}));
await pRetry(
() =>
clickhouse.insert({
table: "option_aggregates",
values: latestBatch,
format: "JSONEachRow",
}),
{ retries: 5, factor: 2, minTimeout: 1000, maxTimeout: 60 * 1000 }
);
tsStart: (result.t || 0) / 1000,
open: result.o,
close: result.c,
low: result.l,
high: result.h,
}));
await pRetry(
() =>
clickhouse.insert({
table: "option_aggregates",
values: latestBatch,
format: "JSONEachRow",
}),
{ retries: 5, factor: 2, minTimeout: 1000, maxTimeout: 60 * 1000 }
);
}
await pRetry(
() =>
clickhouse.insert({
@ -137,19 +141,19 @@ async function getNextBatchOfUnstartedOptionAggregates(
limit: number
): Promise<Array<OptionContractDay>> {
if (typeof previousUnstartedOptionContract === "undefined") {
return;
return [];
}
const optionContractsWithoutAggregates = await pRetry(
() =>
query<OptionContractDay>(`
const queryContents = `
SELECT
asOfDate,
symbol,
expirationDate,
strike,
type
type,
argMax(status, ts) as status
FROM amg_option_aggregate_sync_statuses
WHERE (
WHERE symbol IN ['AAPL','AMD','GOOGL','MSFT','NFLX']
AND (
(
asOfDate = '${previousUnstartedOptionContract.asOfDate}'
AND symbol = '${previousUnstartedOptionContract.symbol}'
@ -177,13 +181,18 @@ async function getNextBatchOfUnstartedOptionAggregates(
asOfDate > '${previousUnstartedOptionContract.asOfDate}'
)
)
AND status = 'not-started'
GROUP BY asOfDate, symbol, expirationDate, strike, type
HAVING status = 'not-started'
ORDER BY asOfDate, symbol, expirationDate, strike, type
LIMIT ${limit}
`),
`;
//console.log(queryContents);
const optionContractsWithoutAggregates = await pRetry(
() => query<OptionContractDay>(queryContents),
{ retries: 5, factor: 2, minTimeout: 1000, maxTimeout: 60 * 1000 }
);
return optionContractsWithoutAggregates;
console.log(`Got ${optionContractsWithoutAggregates.length} records`);
return optionContractsWithoutAggregates || [];
}
/**
@ -194,91 +203,97 @@ async function getNextBatchOfUnstartedOptionAggregates(
* so as to start afresh.
*/
async function revertPendingSyncs() {
const pendingOptionContracts = await query<{
asOfDate: string;
symbol: string;
expirationDate: string;
strike: number;
type: "call" | "put";
latestStatus: "not-started" | "pending" | "done";
}>(`
SELECT
const batchSize = 1000;
let pendingOptionContracts;
do {
pendingOptionContracts = await query<{
asOfDate: string;
symbol: string;
expirationDate: string;
strike: number;
type: "call" | "put";
latestStatus: "not-started" | "pending" | "done";
}>(`
SELECT
asOfDate,
symbol,
expirationDate,
strike,
type
type,
argMax(status, ts) as status
FROM amg_option_aggregate_sync_statuses
WHERE status = 'pending'
ORDER BY asOfDate, symbol, expirationDate, strike, type
`);
console.log(
"Pending operations:",
pendingOptionContracts.map(
({ asOfDate, symbol, expirationDate, strike, type }) =>
`${symbol} ${expirationDate} ${strike} ${type} @ ${asOfDate}`
)
);
await pAll(
pendingOptionContracts.map(
({ asOfDate, symbol, expirationDate, strike, type }) =>
() =>
pSeries([
// Delete option_contracts first, in case this `pAll` operation fails and we need to restart; so `option_contract_sync_statuses` "pending" rows are still there for the restart
() =>
clickhouse
.command({
query: `
DELETE FROM option_aggregates
WHERE symbol = '${symbol}'
AND expirationDate = '${expirationDate}'
AND strike = ${strike}
AND type = '${type}'
AND toDate(tsStart) = '${asOfDate}'
`,
})
.then(() => {
console.log(`Deleted aggregates for `);
}),
() =>
clickhouse
.insert({
table: "amg_option_aggregate_sync_statuses",
values: [
{
asOfDate,
symbol,
expirationDate,
strike,
type,
status: "not-started",
},
],
format: "JSONEachRow",
})
.then(() => {
console.log();
}),
])
),
{ concurrency: 1 }
);
WHERE symbol IN ['AAPL','AMD','GOOGL','MSFT','NFLX']
GROUP BY asOfDate, symbol, expirationDate, strike, type
HAVING status = 'pending'
LIMIT ${batchSize}
`);
console.log(
"Pending operations:",
pendingOptionContracts.map(
({ asOfDate, symbol, expirationDate, strike, type }) =>
`${symbol} ${expirationDate} ${strike} ${type} @ ${asOfDate}`
)
);
await pSeries([
// Delete option_contracts first, in case this `pAll` operation fails and we need to restart; so `option_contract_sync_statuses` "pending" rows are still there for the restart
() =>
clickhouse
.command({
query: `
DELETE FROM option_aggregates
WHERE (symbol, expirationDate, strike, type, toDate(tsStart))
IN [${pendingOptionContracts
.map(
({ asOfDate, symbol, expirationDate, strike, type }) =>
`('${symbol}', '${expirationDate}', ${strike}, '${type}', '${asOfDate}')`
)
.join(",")}
]
`,
})
.then(() => {
console.log(`Deleted ${pendingOptionContracts.length} aggregates`);
}),
() =>
clickhouse
.insert({
table: "amg_option_aggregate_sync_statuses",
values: pendingOptionContracts.map(
({ asOfDate, symbol, expirationDate, strike, type }) => ({
asOfDate,
symbol,
expirationDate,
strike,
type,
status: "not-started",
})
),
format: "JSONEachRow",
})
.then(() => {}),
]);
} while (pendingOptionContracts.length === batchSize);
await clickhouse.command({
query: `
OPTIMIZE TABLE amg_option_aggregate_sync_statuses FINAL
`,
});
}
// First, revert 'pending' syncs:
//await revertPendingSyncs();
await revertPendingSyncs();
/** Second, for each option contract, get all of its quotes.
*
* This queries Polygon with a concurrency of 6.
* This queries Polygon with a concurrency of 16.
*/
const q = new pQueue({ concurrency: 6 });
const q = new pQueue({ concurrency: 16 });
/** Initialized with the lowest possible option contract.
* It's passed into `getNextUnstartedSymbolAndAsOfDate()`.
*/
let nextBatchOfUnstartedOptionContracts: Array<OptionContractDay> = [
{
asOfDate: "2022-04-05",
asOfDate: "2022-03-27",
symbol: "A",
expirationDate: "2022-02-01",
strike: 0,
@ -289,8 +304,8 @@ while (
(nextBatchOfUnstartedOptionContracts =
await getNextBatchOfUnstartedOptionAggregates(
nextBatchOfUnstartedOptionContracts.pop(),
200
)) !== null
100
)).length !== 0
) {
await pAll(
nextBatchOfUnstartedOptionContracts.map(

2
server/tables.sql
Unescape Escape View File

@ -77,7 +77,7 @@ CREATE TABLE amg_option_aggregate_sync_statuses (
ts DateTime64 DEFAULT now()
)
ENGINE=AggregatingMergeTree
ORDER BY (asOfDate, symbol, expirationDate, strike, type, ts);
ORDER BY (asOfDate, symbol, expirationDate, strike, type);
INSERT INTO amg_option_aggregate_sync_statuses
SELECT asOfDate, symbol, expirationDate, strike, type, status, ts

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