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Add a source service to stream onemac data to kafka #1292
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rules: | ||
no-console: off | ||
# TODO: remove this after fixing the names | ||
"@typescript-eslint/camelcase": off | ||
"@typescript-eslint/no-var-requires": off | ||
# TODO turn this rule back on once we figure out types for this module | ||
"@typescript-eslint/explicit-module-boundary-types": off |
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# package directories | ||
node_modules | ||
jspm_packages | ||
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# Serverless directories | ||
.serverless | ||
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.dump.json |
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Do we want to add an actual timeout value for the deleteTopics or are we good with the default API timeout? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I think it's set to 300s for the lambda and 295s for the kafkajs call. Are you seeing differently? @Dark-Knight-1313 There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Just note: We are taking the second table stream and Dynamo only allows two stream subscriptions so if we ever need anything else to use table streams we will have to reconstruct using a fan out pattern. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. That's a great point, and will keep this in mind. If you're comfortable moving ahead, I am. |
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import { send, SUCCESS, FAILED } from "cfn-response-async"; | ||
import * as topics from "./../libs/topics-lib.js"; | ||
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exports.handler = async function (event, context) { | ||
console.log("Request:", JSON.stringify(event, undefined, 2)); | ||
const responseData = {}; | ||
let responseStatus = SUCCESS; | ||
try { | ||
const BrokerString = event.ResourceProperties.BrokerString; | ||
const TopicPatternsToDelete = | ||
event.ResourceProperties.TopicPatternsToDelete; | ||
if (event.RequestType === "Create" || event.RequestType == "Update") { | ||
console.log("This resource does nothing on Create and Update events."); | ||
} else if (event.RequestType === "Delete") { | ||
console.log( | ||
`Attempting a delete for each of the following patterns: ${TopicPatternsToDelete}` | ||
); | ||
await topics.deleteTopics(BrokerString, TopicPatternsToDelete); | ||
} | ||
} catch (error) { | ||
console.error(error); | ||
responseStatus = FAILED; | ||
} finally { | ||
await send(event, context, responseStatus, responseData, "static"); | ||
} | ||
}; |
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import { send, SUCCESS, FAILED } from "cfn-response-async"; | ||
import * as topics from "./../libs/topics-lib.js"; | ||
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exports.handler = async function (event, context) { | ||
console.log("Request:", JSON.stringify(event, undefined, 2)); | ||
const responseData = {}; | ||
let responseStatus = SUCCESS; | ||
try { | ||
const TopicsToCreate = event.ResourceProperties.TopicsToCreate; | ||
const BrokerString = event.ResourceProperties.BrokerString; | ||
const topicConfig = TopicsToCreate.map(function (element) { | ||
const topic = element.name; | ||
const replicationFactor = element.replicationFactor || 3; | ||
const numPartitions = element.numPartitions || 1; | ||
if (!topic) { | ||
throw "Invalid configuration for TopicsToCreate. All entries must have a 'name' key with a string value."; | ||
} | ||
if (replicationFactor < 3) { | ||
throw "Invalid configuration for TopicsToCreate. If specified, replicationFactor must be greater than or equal to 3."; | ||
} | ||
if (numPartitions < 1) { | ||
throw "Invalid configuration for TopicsToCreate. If specified, numPartitions must be greater than or equal to 1."; | ||
} | ||
return { | ||
topic, | ||
numPartitions, | ||
replicationFactor, | ||
}; | ||
}); | ||
console.log(JSON.stringify(topicConfig, null, 2)); | ||
if (event.RequestType === "Create" || event.RequestType == "Update") { | ||
await topics.createTopics(BrokerString, topicConfig); | ||
} else if (event.RequestType === "Delete") { | ||
console.log("This resource does nothing on Delete events."); | ||
} | ||
} catch (error) { | ||
console.error(error); | ||
responseStatus = FAILED; | ||
} finally { | ||
await send(event, context, responseStatus, responseData, "static"); | ||
} | ||
}; |
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import AWS from "aws-sdk"; | ||
const { Kafka } = require("kafkajs"); | ||
const kafka = new Kafka({ | ||
clientId: `${process.env.topic}-producer`, | ||
brokers: process.env.brokerString.split(","), | ||
retry: { | ||
initialRetryTime: 300, | ||
retries: 8, | ||
}, | ||
ssl: { | ||
rejectUnauthorized: false, | ||
}, | ||
}); | ||
const producer = kafka.producer(); | ||
const signalTraps = ["SIGTERM", "SIGINT", "SIGUSR2", "beforeExit"]; | ||
signalTraps.map((type) => { | ||
process.removeListener(type, producer.disconnect); | ||
}); | ||
signalTraps.map((type) => { | ||
process.once(type, producer.disconnect); | ||
}); | ||
let connected = false; | ||
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function unmarshall(r) { | ||
return AWS.DynamoDB.Converter.unmarshall(r, { | ||
convertEmptyValues: true, | ||
wrapNumbers: true, | ||
}); | ||
} | ||
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function isValid(r) { | ||
if (r.sk && r.sk.includes("SEATool")) { | ||
console.log("Junk record detected."); | ||
return false; | ||
} else { | ||
console.log("Valid record detected."); | ||
return true; | ||
} | ||
} | ||
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exports.handler = async function (event) { | ||
const messages = []; | ||
for (const record of event.Records) { | ||
if (record.eventName != "REMOVE") { | ||
const r = unmarshall(record.dynamodb.NewImage); | ||
if (isValid(r)) { | ||
messages.push({ | ||
key: r.pk, | ||
value: JSON.stringify(r), | ||
partition: 0, | ||
headers: { source: "onemac" }, | ||
}); | ||
} | ||
} else { | ||
const r = unmarshall(record.dynamodb.OldImage); | ||
if (isValid(r)) { | ||
messages.push({ | ||
key: r.pk, | ||
value: null, | ||
partition: 0, | ||
headers: { source: "onemac" }, | ||
}); | ||
} | ||
} | ||
} | ||
if (messages.length > 0) { | ||
console.log(`Sending ${messages.length} messages to Kafka`); | ||
if (!connected) { | ||
await producer.connect(); | ||
connected = true; | ||
} | ||
await producer.send({ | ||
topic: process.env.topic, | ||
messages, | ||
}); | ||
} | ||
}; |
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const _ = require("lodash"); | ||
import { Kafka, ResourceTypes } from "kafkajs"; | ||
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export async function createTopics(brokerString, topicsConfig) { | ||
const topics = topicsConfig; | ||
const brokers = brokerString.split(","); | ||
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const kafka = new Kafka({ | ||
clientId: "admin", | ||
brokers: brokers, | ||
ssl: true, | ||
}); | ||
const admin = kafka.admin(); | ||
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const create = async () => { | ||
await admin.connect(); | ||
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//fetch topics from MSK and filter out __ internal management topic | ||
const existingTopicList = _.filter(await admin.listTopics(), function (n) { | ||
return !n.startsWith("_"); | ||
}); | ||
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console.log("Existing topics:", JSON.stringify(existingTopicList, null, 2)); | ||
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//fetch the metadata for the topics in MSK | ||
const topicsMetadata = _.get( | ||
await admin.fetchTopicMetadata({ topics: existingTopicList }), | ||
"topics", | ||
{} | ||
); | ||
console.log("Topics Metadata:", JSON.stringify(topicsMetadata, null, 2)); | ||
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//diff the existing topics array with the topic configuration collection | ||
const topicsToCreate = _.differenceWith( | ||
topics, | ||
existingTopicList, | ||
(topicConfig, topic) => _.get(topicConfig, "topic") == topic | ||
); | ||
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//find interestion of topics metadata collection with topic configuration collection | ||
//where partition count of topic in Kafka is less than what is specified in the topic configuration collection | ||
//...can't remove partitions, only add them | ||
const topicsToUpdate = _.intersectionWith( | ||
topics, | ||
topicsMetadata, | ||
(topicConfig, topicMetadata) => | ||
_.get(topicConfig, "topic") == _.get(topicMetadata, "name") && | ||
_.get(topicConfig, "numPartitions") > | ||
_.get(topicMetadata, "partitions", []).length | ||
); | ||
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//create a collection to update topic paritioning | ||
const paritionConfig = _.map(topicsToUpdate, function (topic) { | ||
return { | ||
topic: _.get(topic, "topic"), | ||
count: _.get(topic, "numPartitions"), | ||
}; | ||
}); | ||
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//create a collection to allow querying of topic configuration | ||
const configOptions = _.map(topicsMetadata, function (topic) { | ||
return { | ||
name: _.get(topic, "name"), | ||
type: _.get(ResourceTypes, "TOPIC"), | ||
}; | ||
}); | ||
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//query topic configuration | ||
const configs = | ||
configOptions.length != 0 | ||
? await admin.describeConfigs({ resources: configOptions }) | ||
: []; | ||
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console.log("Topics to Create:", JSON.stringify(topicsToCreate, null, 2)); | ||
console.log("Topics to Update:", JSON.stringify(topicsToUpdate, null, 2)); | ||
console.log( | ||
"Partitions to Update:", | ||
JSON.stringify(paritionConfig, null, 2) | ||
); | ||
console.log( | ||
"Topic configuration options:", | ||
JSON.stringify(configs, null, 2) | ||
); | ||
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//create topics that don't exist in MSK | ||
await admin.createTopics({ topics: topicsToCreate }); | ||
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//if any topics have less partitions in MSK than in the configuration, add those partitions | ||
paritionConfig.length > 0 && | ||
(await admin.createPartitions({ topicPartitions: paritionConfig })); | ||
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await admin.disconnect(); | ||
}; | ||
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await create(); | ||
} | ||
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export async function deleteTopics(brokerString, topicList) { | ||
// Check that each topic in the list is something we can delete | ||
for (const topic of topicList) { | ||
if (!topic.match(/.*--.*--.*--.*/g)) { | ||
throw "ERROR: The deleteTopics function only operates against topics that match /.*--.*--.*--.*/g"; | ||
} | ||
} | ||
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const brokers = brokerString.split(","); | ||
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const kafka = new Kafka({ | ||
clientId: "admin", | ||
brokers: brokers, | ||
ssl: true, | ||
requestTimeout: 295000, // 5s short of the lambda function's timeout | ||
}); | ||
const admin = kafka.admin(); | ||
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await admin.connect(); | ||
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const currentTopics = await admin.listTopics(); | ||
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const topicsToDelete = _.filter(currentTopics, function (currentTopic) { | ||
return topicList.some((pattern) => { | ||
return !!currentTopic.match(pattern); | ||
}); | ||
}); | ||
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console.log(`Deleting topics: ${topicsToDelete}`); | ||
await admin.deleteTopics({ | ||
topics: topicsToDelete, | ||
timeout: 295000, | ||
}); | ||
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await admin.disconnect(); | ||
} |
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# exit on error | ||
set -eo pipefail | ||
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# tables | ||
TABLE_FROM=$1 | ||
TABLE_TO=$2 | ||
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# read | ||
aws dynamodb scan \ | ||
--table-name "$TABLE_FROM" \ | ||
--output json \ | ||
| jq "[ .Items[] | { PutRequest: { Item: . } } ]" \ | ||
> "${TABLE_FROM}-dump.json" | ||
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table_size="$(cat "${TABLE_FROM}-dump.json" | jq '. | length')" | ||
echo "table size: ${table_size}" | ||
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# write in batches of 25 | ||
for i in $(seq 0 25 $table_size); do | ||
j=$(( i + 25 )) | ||
cat "${TABLE_FROM}-dump.json" | jq -c '{ "'$TABLE_TO'": .['$i':'$j'] }' > "${TABLE_TO}-batch-payload.json" | ||
echo "Loading records $i through $j (up to $table_size) into ${TABLE_TO}" | ||
aws dynamodb batch-write-item --request-items file://"${TABLE_TO}-batch-payload.json" | ||
rm "${TABLE_TO}-batch-payload.json" | ||
done | ||
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# clean up | ||
rm ".dump.json" |
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Unit tests? Cypress automated tests?
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No automated tests were written as part of this changeset.