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common.js
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common.js
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/*
Copyright 2014-2015 Amazon.com, Inc. or its affiliates. All Rights Reserved.
Licensed under the Amazon Software License (the "License"). You may not use this file except in compliance with the License. A copy of the License is located at
http://aws.amazon.com/asl/
or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions and limitations under the License.
*/
var async = require('async');
var uuid = require('uuid');
require('./constants');
var pjson = require('./package.json');
var debug = (process.env['DEBUG'] === 'true');
var log_level = process.env['LOG_LEVEL'] || 'info';
const winston = require('winston');
const logger = winston.createLogger({
level: debug === true ? 'debug' : log_level,
transports: [
new winston.transports.Console({
format: winston.format.simple()
})
]
});
String.prototype.shortenPrefix = function () {
var tokens = this.split("/");
if (tokens && tokens.length > 0) {
return tokens.slice(0, tokens.length - 1).join("/");
}
};
String.prototype.transformHiveStylePrefix = function (suppressionList) {
// transform hive style dynamic prefixes into static match prefixes unless the prefix is in the suppress list or we have turned off wildcard expansion
if (typeof (suppressionList) === "boolean") {
return this.valueOf();
} else if (Array.isArray(suppressionList) && suppressionList.includes(this.valueOf())) {
return this.valueOf();
} else {
var tokeniseSearchKey = this.split('/');
var regex = /\=(.*)/;
var processedTokens = tokeniseSearchKey.map(function (item) {
if (item) {
return item.replace(regex, "=*");
}
});
return processedTokens.join('/');
}
};
function getWildcardPrefixSuppressionList() {
let val = process.env[SUPPRESS_WILDCARD_EXPANSION_PREFIXES]
if (val) {
if (val === "*") {
val = true;
} else {
val = val.split(/[ ,]+/)
}
}
return val;
}
exports.getWildcardPrefixSuppressionList = getWildcardPrefixSuppressionList;
// function which creates a string representation of now suitable for use in S3
// paths
function getFormattedDate(date) {
if (!date) {
date = new Date();
}
var hour = date.getHours();
hour = (hour < 10 ? "0" : "") + hour;
var min = date.getMinutes();
min = (min < 10 ? "0" : "") + min;
var sec = date.getSeconds();
sec = (sec < 10 ? "0" : "") + sec;
var year = date.getFullYear();
var month = date.getMonth() + 1;
month = (month < 10 ? "0" : "") + month;
var day = date.getDate();
day = (day < 10 ? "0" : "") + day;
return year + "-" + month + "-" + day + " " + hour + ":" + min + ":" + sec;
};
exports.getFormattedDate = getFormattedDate;
/* current time as seconds */
function now() {
return new Date().getTime() / 1000;
};
exports.now = now;
function readableTime(epochSeconds) {
var d = new Date(0);
d.setUTCSeconds(epochSeconds);
return getFormattedDate(d);
};
exports.readableTime = readableTime;
function createTableAndWait(tableParams, dynamoDB, callback) {
dynamoDB.createTable(tableParams, function (err, data) {
if (err) {
if (err.code !== 'ResourceInUseException') {
logger.error(err);
callback(err);
} else {
logger.warn("Table " + tableParams.TableName + " already exists");
callback();
}
} else {
logger.info("Created DynamoDB Table " + tableParams.TableName);
setTimeout(callback, 1000);
}
});
};
exports.createTableAndWait = createTableAndWait;
function createTables(dynamoDB, callback) {
// processed files table spec
var pfKey = 'loadFile';
var processedFilesSpec = {
AttributeDefinitions: [{
AttributeName: pfKey,
AttributeType: 'S'
}],
KeySchema: [{
AttributeName: pfKey,
KeyType: 'HASH'
}],
TableName: filesTable,
ProvisionedThroughput: {
ReadCapacityUnits: 1,
WriteCapacityUnits: 5
}
};
var configKey = s3prefix;
var configSpec = {
AttributeDefinitions: [{
AttributeName: configKey,
AttributeType: 'S'
}],
KeySchema: [{
AttributeName: configKey,
KeyType: 'HASH'
}],
TableName: configTable,
ProvisionedThroughput: {
ReadCapacityUnits: 1,
WriteCapacityUnits: 5
}
};
var batchKey = batchId;
var inputLoc = s3prefix;
var batchSpec = {
AttributeDefinitions: [{
AttributeName: batchKey,
AttributeType: 'S'
}, {
AttributeName: 'status',
AttributeType: 'S'
}, {
AttributeName: lastUpdate,
AttributeType: 'N'
}, {
AttributeName: inputLoc,
AttributeType: 'S'
}],
KeySchema: [{
AttributeName: inputLoc,
KeyType: 'HASH'
}, {
AttributeName: batchKey,
KeyType: 'RANGE'
}],
TableName: batchTable,
ProvisionedThroughput: {
ReadCapacityUnits: 1,
WriteCapacityUnits: 5
},
GlobalSecondaryIndexes: [{
IndexName: batchStatusGSI,
KeySchema: [{
AttributeName: 'status',
KeyType: 'HASH'
}, {
AttributeName: lastUpdate,
KeyType: 'RANGE'
}],
Projection: {
ProjectionType: 'ALL'
},
ProvisionedThroughput: {
ReadCapacityUnits: 1,
WriteCapacityUnits: 5
}
}]
};
let functions = [
createTableAndWait.bind(undefined, processedFilesSpec, dynamoDB),
createTableAndWait.bind(undefined, batchSpec, dynamoDB),
createTableAndWait.bind(undefined, configSpec, dynamoDB)
];
async.waterfall(functions, function (err, results) {
if (err) {
logger.error(err);
callback(err);
} else {
callback();
}
});
};
exports.createTables = createTables;
function retryableUpdate(dynamoDB, updateRequest, callback) {
var tryNumber = 0;
var writeRetryLimit = 100;
var done = false;
async.whilst(function (test_cb) {
// retry until the try count is hit
test_cb(null, tryNumber < writeRetryLimit && done === false);
}, function (asyncCallback) {
tryNumber++;
dynamoDB.updateItem(updateRequest, function (err, data) {
if (err) {
if (err.code === 'ResourceInUseException' || err.code === 'ResourceNotFoundException' || err.code === 'ProvisionedThroughputExceededException') {
// retry in 1 second if the table is still in the process of
// being created
logger.warn("Performing retry on DynamoDB UPDATE due to updating Table state");
setTimeout(asyncCallback, 1000);
} else {
logger.error(JSON.stringify(updateRequest));
logger.error(err);
asyncCallback(err);
}
} else {
// all OK - exit OK
if (data) {
done = true;
asyncCallback(undefined, data);
} else {
var msg = "Wrote to DynamoDB but didn't receive a verification data element";
logger.error(msg);
asyncCallback(msg);
}
}
});
}, function (err, data) {
callback(err, data);
});
};
exports.retryableUpdate = retryableUpdate;
function retryablePut(dynamoDB, putRequest, callback) {
var tryNumber = 0;
var writeRetryLimit = 100;
var done = false;
async.whilst(function (test_cb) {
// retry until the try count is hit
test_cb(null, tryNumber < writeRetryLimit && done === false);
}, function (asyncCallback) {
tryNumber++;
dynamoDB.putItem(putRequest, function (err, data) {
if (err) {
if (err.code === 'ResourceInUseException' || err.code === 'ResourceNotFoundException' || err.code === 'ProvisionedThroughputExceededException') {
// retry in 1 second if the table is still in the process of
// being created
logger.warn("Performing retry on DynamoDB PUT due to updating Table state");
setTimeout(asyncCallback, 1000);
} else {
logger.error(JSON.stringify(putRequest));
logger.error(err);
done = true;
asyncCallback(err);
}
} else {
// all OK - exit OK
if (data) {
done = true;
asyncCallback(undefined, data);
} else {
var msg = "Wrote to DynamoDB but didn't receive a verification data element";
logger.error(msg);
done = true;
asyncCallback(msg);
}
}
});
}, function (err) {
callback(err);
});
};
exports.retryablePut = retryablePut;
function dropTables(dynamoDB, callback) {
// drop the config table
dynamoDB.deleteTable({
TableName: configTable
}, function (err, data) {
if (err && err.code !== 'ResourceNotFoundException') {
logger.error(err);
callback(err);
} else {
// drop the processed files table
dynamoDB.deleteTable({
TableName: filesTable
}, function (err, data) {
if (err && err.code !== 'ResourceNotFoundException') {
logger.error(err);
callback(err);
} else {
// drop the batches table
dynamoDB.deleteTable({
TableName: batchTable
}, function (err, data) {
if (err && err.code !== 'ResourceNotFoundException') {
logger.error(err);
callback(err);
}
logger.info("All Configuration Tables Dropped");
// call the callback requested
if (callback) {
callback();
}
});
}
});
}
});
};
exports.dropTables = dropTables;
/* validate that the given value is a number, and if so return it */
function getIntValue(value, rl) {
if (!value || value === null) {
rl.close();
logger.error('Null Value');
process.exit(INVALID_ARG);
} else {
var num = parseInt(value);
if (isNaN(num)) {
rl.close();
logger.error('Value \'' + value + '\' is not a Number');
process.exit(INVALID_ARG);
} else {
return num;
}
}
};
exports.getIntValue = getIntValue;
function getBooleanValue(value) {
if (value) {
if (['TRUE', '1', 'YES', 'Y'].indexOf(value.toUpperCase()) > -1) {
return true;
} else {
return false;
}
} else {
return false;
}
};
exports.getBooleanValue = getBooleanValue;
/* validate that the provided value is not null/undefined */
function validateNotNull(value, message, rl) {
if (!value || value === null || value === '') {
rl.close();
logger.error(message);
process.exit(INVALID_ARG);
}
};
exports.validateNotNull = validateNotNull;
/* turn blank lines read from STDIN to Null */
function blank(value) {
if (!value || value === '') {
return null;
} else {
return value;
}
};
exports.blank = blank;
function validateArrayContains(array, value, rl) {
if (array.indexOf(value) === -1) {
rl.close();
logger.error('Value must be one of ' + array.toString());
process.exit(INVALID_ARG);
}
};
exports.validateArrayContains = validateArrayContains;
function createManifestInfo(config) {
// manifest file will be at the configuration location, with a fixed
// prefix and the date plus a random value for uniqueness across all
// executing functions
var dateName = getFormattedDate();
var rand = Math.floor(Math.random() * 10000);
var manifestInfo = {
manifestBucket: config.manifestBucket.S,
manifestKey: config.manifestKey.S,
manifestName: 'manifest-' + dateName + '-' + rand
};
manifestInfo.manifestPrefix = manifestInfo.manifestKey + '/' + manifestInfo.manifestName;
manifestInfo.manifestPath = manifestInfo.manifestBucket + "/" + manifestInfo.manifestPrefix;
return manifestInfo;
};
exports.createManifestInfo = createManifestInfo;
function randomInt(low, high) {
return Math.floor(Math.random() * (high - low) + low);
};
exports.randomInt = randomInt;
function getFunctionArn(lambda, functionName, callback) {
var params = {
FunctionName: functionName
};
lambda.getFunction(params, function (err, data) {
if (err) {
logger.error(err);
callback(err);
} else {
if (data && data.Configuration) {
callback(undefined, data.Configuration.FunctionArn);
} else {
callback();
}
}
});
};
exports.getFunctionArn = getFunctionArn;
function getS3NotificationConfiguration(s3, bucket, prefix, functionArn, callback) {
var params = {
Bucket: bucket
};
s3.getBucketNotificationConfiguration(params, function (err, data) {
if (err) {
callback(err);
} else {
// have to iterate through all the function configurations
if (data.LambdaFunctionConfigurations && data.LambdaFunctionConfigurations.length > 0) {
var matchConfigId;
data.LambdaFunctionConfigurations.map(function (item) {
if (item && item.Filter && item.Filter.Key && item.Filter.Key.FilterRules) {
item.Filter.Key.FilterRules.map(function (filter) {
if (filter.Name === 'Prefix' && filter.Value === prefix) {
if (item.LambdaFunctionArn === functionArn) {
matchConfigId = item.Id;
}
}
});
}
});
if (matchConfigId) {
callback(undefined, matchConfigId, data);
} else {
callback(undefined, undefined, data);
}
} else {
callback();
}
}
});
};
exports.getS3NotificationConfiguration = getS3NotificationConfiguration;
function getS3Arn(bucket, prefix) {
var arn = "arn:aws:s3:::" + bucket;
if (prefix) {
arn = arn + prefix;
}
return arn;
}
exports.getS3Arn = getS3Arn;
function ensureS3InvokePermisssions(lambda, bucket, prefix, functionName, functionArn, callback) {
lambda.getPolicy({
FunctionName: functionName
}, function (err, data) {
if (err && err.code !== 'ResourceNotFoundException') {
callback(err);
}
var foundMatch = false;
var s3Arn = getS3Arn(bucket);
var sourceAccount = functionArn.split(":")[4];
// process the existing permissions policy if there is one
if (data && data.Policy) {
var statements = JSON.parse(data.Policy).Statement;
statements.map(function (item) {
try {
// check that the source s3 bucket has rights to invoke the function in the correct source account and for the correct bucket
if (item.Principal === "s3.amazonaws.com" &&
item.Action === "lambda.InvokeFunction" &&
item.Resource === functionArn &&
item.Condition.StringEquals['AWS:SourceAccount'] === sourceAccount &&
item.Condition.ArnLike['AWS:SourceArn'] === s3Arn) {
foundMatch = true;
}
} catch (e) {
// this is OK - just means that the policy structure doesn't
// match the above format
}
});
}
if (foundMatch === true) {
logger.info("Found existing Policy match for S3 path to invoke " + functionName);
callback();
} else {
var lambdaPermissions = {
Action: "lambda:InvokeFunction",
FunctionName: functionName,
Principal: "s3.amazonaws.com",
// only use internal account sources
SourceAccount: sourceAccount,
SourceArn: s3Arn,
StatementId: uuid.v4()
};
lambda.addPermission(lambdaPermissions, function (err, data) {
if (err) {
logger.error(err);
callback(err);
} else {
logger.info("Granted S3 permission to invoke " + functionArn);
callback();
}
});
}
});
}
exports.ensureS3InvokePermisssions = ensureS3InvokePermisssions;
function createS3EventSource(s3, lambda, bucket, prefix, functionName, callback) {
logger.info("Creating S3 Event Source for s3://" + bucket + "/" + prefix);
// lookup the deployed function name to get the ARN
getFunctionArn(lambda, functionName, function (err, functionArn) {
if (err) {
logger.error(err);
callback(err);
} else {
// blow up if there's no deployed function - can't create the event
// source
if (!functionArn) {
var msg = "Unable to resolve Function ARN for " + functionName;
logger.error(msg);
callback(msg);
} else {
getS3NotificationConfiguration(s3, bucket, prefix, functionArn, function (err, lambdaFunctionId, currentNotificationConfiguration) {
if (err) {
// this almost certainly will be because the bucket name
// doesn't exist
logger.error(err);
callback(err);
} else {
if (lambdaFunctionId) {
// found an existing function
logger.warn("Found existing event source for s3://" + bucket + "/" + prefix + " forwarding notifications to " + functionArn);
callback(undefined, lambdaFunctionId);
} else {
// there isn't a matching event
// configuration so create a new one for the
// specified prefix
ensureS3InvokePermisssions(lambda, bucket, prefix, functionName, functionArn, function (err, data) {
if (err) {
callback(err);
} else {
// add the notification configuration to the
// set of existing lambda configurations
if (!currentNotificationConfiguration) {
currentNotificationConfiguration = {};
}
if (!currentNotificationConfiguration.LambdaFunctionConfigurations) {
currentNotificationConfiguration.LambdaFunctionConfigurations = [];
}
configAlreadyExists = false;
// Let's check our configs to see if we
// already have one that exists
currentNotificationConfiguration.LambdaFunctionConfigurations.forEach(config => {
if (config && config.Filter && config.Filter.Key && config.Filter.Key.FilterRules && config.Filter.Key.FilterRules[0].Value == prefix + '/') {
logger.warn('Skipping creation of notification config because it already exists');
configAlreadyExists = true;
}
});
// Create a new notification config
if (!configAlreadyExists) {
logger.info('Creating notification configuration');
// now create the event source mapping
var newEventConfiguration = {
Events: ['s3:ObjectCreated:*',],
LambdaFunctionArn: functionArn,
Filter: {
Key: {
FilterRules: [{
Name: 'prefix',
Value: prefix + "/"
}]
}
},
Id: "LambdaRedshiftLoaderEventSource-" + uuid.v4()
};
currentNotificationConfiguration.LambdaFunctionConfigurations.push(newEventConfiguration);
// push the function event trigger
// configurations back into S3
var params = {
Bucket: bucket,
NotificationConfiguration: currentNotificationConfiguration
};
s3.putBucketNotificationConfiguration(params, function (err, data) {
if (err) {
logger.error(this.httpResponse.body.toString());
logger.error(err);
callback(err);
} else {
callback();
}
});
} else {
callback("Configuration Already Exists");
}
}
});
}
}
});
}
}
});
};
exports.createS3EventSource = createS3EventSource;
// function which sets up the tables, writes the configuration, and creates the
// event source for S3->Lambda
function setup(useConfig, dynamoDB, s3, lambda, callback) {
// function to create tables
var ct = function (c) {
logger.info("Creating required configuration tables in DynamoDB")
createTables(dynamoDB, function (err) {
c(err);
});
};
// function to write the configuration into the config tables
var wc = function (c) {
logger.info("Creating Configuration");
retryablePut(dynamoDB, useConfig, function (err) {
c(err);
});
};
// function which invokes the creation of the event source for the bucket
// and prefix
var ces = function (c) {
logger.info("Creating S3 Event Source")
var s3prefix = useConfig.Item.s3Prefix.S;
var tokens = s3prefix.split("/");
var bucket = tokens[0];
var prefix = tokens.slice(1).join("/");
// deployedFunctionName is defined in constants.js
createS3EventSource(s3, lambda, bucket, prefix, deployedFunctionName, function (err, configId) {
c(err);
});
};
async.waterfall([ct, wc, ces], function (err, result) {
if (err) {
logger.error(err);
callback(err);
} else {
callback();
}
});
};
exports.setup = setup;
function inPlaceCopyFile(s3, batchId, batchEntry, callback) {
// issue a same source/target copy command to S3, which will cause
// Lambda to receive a new event
var bucketName = batchEntry.split("/")[0];
var fileKey = batchEntry.replace(bucketName + "\/", "");
var headSpec = {
Bucket: bucketName,
Key: fileKey,
};
s3.headObject(headSpec, function (err, data) {
if (err) {
logger.error(err);
callback(err);
} else {
// Modify the metadata to allow the in-place copy
var meta;
if (data.Metadata) {
meta = data.Metadata;
} else {
meta = {}
}
if (batchId) {
meta["x-amz-meta-copy-reason"] = "AWS Lambda Redshift Loader Reprocess Batch " + batchId;
} else {
meta["x-amz-meta-copy-reason"] = "AWS Lambda Redshift Loader Reprocess File";
}
// request the copy
var copySpec = {
Metadata: meta,
MetadataDirective: "REPLACE",
Bucket: bucketName,
Key: fileKey,
CopySource: batchEntry
};
s3.copyObject(copySpec, function (err, data) {
if (err) {
logger.error(err);
callback(err);
} else {
logger.info("Submitted reprocess request for " + batchEntry);
// done - call the callback
callback();
}
});
}
});
}
exports.inPlaceCopyFile = inPlaceCopyFile;
function updateConfig(s3Prefix, configAttribute, configValue, dynamoDB, callback) {
var dynamoConfig = {
TableName: configTable,
Key: {
"s3Prefix": {
S: s3Prefix
}
},
ExpressionAttributeNames: {
"#attribute": configAttribute
}
};
if (configValue) {
dynamoConfig.UpdateExpression = "set #attribute = :value, #version = :version";
dynamoConfig.ExpressionAttributeValues = {
":value":
{
S: configValue
}
};
dynamoConfig.ExpressionAttributeNames["#version"] = "version";
dynamoConfig.ExpressionAttributeValues[":version"] = {
S: pjson.version
};
} else {
dynamoConfig.UpdateExpression = "remove #attribute";
}
retryableUpdate(dynamoDB, dynamoConfig, function (err, data) {
callback(err);
});
}
exports.updateConfig = updateConfig;
function deleteFile(dynamoDB, region, file, callback) {
var fileItem = {
Key: {
loadFile: {
S: file
}
},
TableName: filesTable
};
dynamoDB.deleteItem(fileItem, function (err, data) {
callback(err, data);
});
}
exports.deleteFile = deleteFile;
function queryFile(dynamoDB, region, file, callback) {
var fileItem = {
Key: {
loadFile: {
S: file
}
},
TableName: filesTable
};
dynamoDB.getItem(fileItem, function (err, data) {
callback(err, data);
});
}
exports.queryFile = queryFile;
function reprocessFile(dynamoDB, s3, region, file, callback) {
// get the file so we know what the current batch ID is
var fileItem = {
Key: {
loadFile: {
S: file
}
},
TableName: filesTable
};
dynamoDB.getItem(fileItem, function (err, data) {
if (err) {
if (callback) {
callback(err);
}
} else {
if (data.Item.batchId && data.Item.batchId.S) {
var updateExpr = "remove #batchId ";
if (data.Item.previousBatches) {
// add to the end of the list
updateExpr = updateExpr + "set previousBatches = list_append(previousBatches,:oldBatch)"
} else {
// create a new list
updateExpr = updateExpr + "set previousBatches = :oldBatch";
}
// rotate the current batch information onto a tracking list
var update = {
Key: {
loadFile: {
S: file
}
},
TableName: filesTable,
ExpressionAttributeNames: {
"#batchId": "batchId"
},
ExpressionAttributeValues: {
":oldBatch": {
L: [
{S: "" + data.Item.batchId.S}
]
}
},
UpdateExpression: updateExpr,
ReturnValues: "ALL_NEW"
};
dynamoDB.updateItem(update, function (err, data) {
if (err) {
callback(err);
} else {
// now the file needs an in-place copy with new metadata
// to cause a reprocess
inPlaceCopyFile(s3, undefined, file, function (err, data) {
if (callback) {
callback(err);
}
});
}
});
} else {
// not currently assigned to a batch, so just do an s3 update
inPlaceCopyFile(s3, undefined, file, function (err, data) {
if (callback) {
callback(err);
}
});
}
}
});
}
exports.reprocessFile = reprocessFile;