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sinkMain.ts
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sinkMain.ts
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import { Handler } from "aws-lambda";
import { KafkaRecord, opensearch } from "shared-types";
import { KafkaEvent } from "shared-types";
import {
ErrorType,
bulkUpdateDataWrapper,
getTopic,
logError,
} from "../libs/sink-lib";
import { Index } from "shared-types/opensearch";
import { decodeBase64WithUtf8 } from "shared-utils";
import * as os from "./../libs/opensearch-lib";
const osDomain = process.env.osDomain;
const indexNamespace = process.env.indexNamespace;
if (!indexNamespace || !osDomain) {
throw new Error("Missing required environment variable(s)");
}
const index: Index = `${process.env.indexNamespace}main`;
export const handler: Handler<KafkaEvent> = async (event) => {
const loggableEvent = { ...event, records: "too large to display" };
try {
for (const topicPartition of Object.keys(event.records)) {
const topic = getTopic(topicPartition);
switch (topic) {
case undefined:
logError({ type: ErrorType.BADTOPIC });
throw new Error();
case "aws.onemac.migration.cdc":
await processAndIndex({
kafkaRecords: event.records[topicPartition],
index,
osDomain,
transforms: opensearch.main.transforms,
topicPartition: topicPartition,
});
break;
case "aws.seatool.ksql.onemac.three.agg.State_Plan":
await ksql(event.records[topicPartition], topicPartition);
break;
case "aws.seatool.debezium.changed_date.SEA.dbo.State_Plan":
await changed_date(event.records[topicPartition], topicPartition);
break;
}
}
} catch (error) {
logError({ type: ErrorType.UNKNOWN, metadata: { event: loggableEvent } });
throw error;
}
};
const processAndIndex = async ({
kafkaRecords,
index,
osDomain,
transforms,
topicPartition,
}: {
kafkaRecords: KafkaRecord[];
index: Index;
osDomain: string;
transforms: any;
topicPartition: string;
}) => {
const docs: Array<(typeof transforms)[keyof typeof transforms]["Schema"]> =
[];
for (const kafkaRecord of kafkaRecords) {
console.log(JSON.stringify(kafkaRecord, null, 2));
const { value } = kafkaRecord;
try {
// If a legacy tombstone, handle and continue
// TODO: handle. for now, just continue
if (!value) {
// docs.push(opensearch.main.legacyPackageView.tombstone(id));
continue;
}
// Parse the kafka record's value
const record = JSON.parse(decodeBase64WithUtf8(value));
// If we're not a mako event, continue
// TODO: handle legacy. for now, just continue
if (!record.event || record?.origin !== "mako") {
continue;
}
// If the event is a supported event, transform and push to docs array for indexing
if (record.event in transforms) {
const transformForEvent =
transforms[record.event as keyof typeof transforms];
const result = transformForEvent.transform().safeParse(record);
if (result.success && result.data === undefined) continue;
if (!result.success) {
logError({
type: ErrorType.VALIDATION,
error: result?.error,
metadata: { topicPartition, kafkaRecord, record },
});
continue;
}
console.log(JSON.stringify(result.data, null, 2));
docs.push(result.data);
} else {
console.log(`No transform found for event: ${record.event}`);
}
} catch (error) {
logError({
type: ErrorType.BADPARSE,
error,
metadata: { topicPartition, kafkaRecord },
});
}
}
// Send all transformed records for indexing
await bulkUpdateDataWrapper(osDomain, index, docs);
};
const ksql = async (kafkaRecords: KafkaRecord[], topicPartition: string) => {
const docs: any[] = [];
// fetch the date for all kafkaRecords in the list from opensearch
const ids = kafkaRecords.map((record) => {
const decodedId = JSON.parse(decodeBase64WithUtf8(record.key));
return decodedId;
});
const openSearchRecords = await os.getItems(osDomain, indexNamespace, ids);
const existingRecordsLookup = openSearchRecords.reduce<
Record<string, number>
>((acc, item) => {
const epochDate = new Date(item.changedDate).getTime(); // Convert `changedDate` to epoch number
acc[item.id] = epochDate; // Use `id` as the key and epoch date as the value
return acc;
}, {});
for (const kafkaRecord of kafkaRecords) {
const { key, value } = kafkaRecord;
try {
const id: string = JSON.parse(decodeBase64WithUtf8(key));
// Handle deletes and continue
if (!value) {
docs.push(opensearch.main.seatool.tombstone(id));
continue;
}
// Handle everything else and continue
const record = {
id,
...JSON.parse(decodeBase64WithUtf8(value)),
};
const result = opensearch.main.seatool.transform(id).safeParse(record);
if (!result.success) {
logError({
type: ErrorType.VALIDATION,
error: result?.error,
metadata: { topicPartition, kafkaRecord, record },
});
continue;
}
console.log("--------------------");
console.log(`id: ${result.data.id}`);
console.log(`mako: ` + existingRecordsLookup[result.data.id]);
console.log(`seatool: ` + result.data.changed_date);
if (
existingRecordsLookup[result.data.id] && // Check if defined
(!result.data.changed_date || // Check if not defined or...
result.data.changed_date < existingRecordsLookup[result.data.id]) // ...less than existingRecordsLookup[result.data.id]
) {
console.log(`SKIP`);
continue;
}
console.log(`INDEX`);
console.log("--------------------");
if (
result.data.authority &&
typeof result.data.seatoolStatus === "string" &&
result.data.seatoolStatus != "Unknown"
) {
docs.push({ ...result.data });
}
} catch (error) {
logError({
type: ErrorType.BADPARSE,
error,
metadata: { topicPartition, kafkaRecord },
});
}
}
await bulkUpdateDataWrapper(osDomain, index, docs);
};
const changed_date = async (
kafkaRecords: KafkaRecord[],
topicPartition: string,
) => {
const docs: any[] = [];
for (const kafkaRecord of kafkaRecords) {
const { value } = kafkaRecord;
try {
// Handle delete events and continue
if (value === undefined) {
continue;
}
// Parse record
const decodedValue = Buffer.from(value, "base64").toString("utf-8");
const record = JSON.parse(decodedValue).payload.after;
// Handle tombstone events and continue
if (!record) continue;
const result = opensearch.main.changedDate.transform().safeParse(record);
if (!result.success) {
logError({
type: ErrorType.VALIDATION,
error: result?.error,
metadata: { topicPartition, kafkaRecord, record },
});
continue;
}
docs.push(result.data);
} catch (error) {
logError({
type: ErrorType.BADPARSE,
error,
metadata: { topicPartition, kafkaRecord },
});
}
}
await bulkUpdateDataWrapper(osDomain, index, docs);
};