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Provisioner.js
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Provisioner.js
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/* @flow */
/* eslint-disable max-len */
import ProvisionerConfigurableBase from './provisioning/ProvisionerConfigurableBase';
import RateLimitedDecrement from './utils/RateLimitedDecrement';
import Throughput from './utils/Throughput';
import ProvisionerLogging from './provisioning/ProvisionerLogging';
import { Region } from './configuration/Region';
import DefaultProvisioner from './configuration/DefaultProvisioner';
import { invariant } from './Global';
import type { TableProvisionedAndConsumedThroughput, ProvisionerConfig, AdjustmentContext } from './flow/FlowTypes';
export default class Provisioner extends ProvisionerConfigurableBase {
// Get the region
getDynamoDBRegion(): string {
return Region;
}
// Gets the list of tables which we want to autoscale
async getTableNamesAsync(): Promise<string[]> {
// Option 1 - All tables (Default)
return await this.db.listAllTableNamesAsync();
// Option 2 - Hardcoded list of tables
// return ['Table1', 'Table2', 'Table3'];
// Option 3 - DynamoDB / S3 configured list of tables
// return await ...;
}
// Gets the json settings which control how the specifed table will be autoscaled
// eslint-disable-next-line no-unused-vars
getTableConfig(data: TableProvisionedAndConsumedThroughput): ProvisionerConfig {
// Option 1 - Default settings for all tables
return DefaultProvisioner;
// Option 2 - Bespoke table specific settings
// return data.TableName === 'Table1' ? Climbing : Default;
// Option 3 - DynamoDB / S3 sourced table specific settings
// return await ...;
}
isReadCapacityIncrementRequired(data: TableProvisionedAndConsumedThroughput): boolean {
invariant(data != null, 'Parameter \'data\' is not set');
let config = this.getTableConfig(data);
let adjustmentContext = this.getReadCapacityIncrementAdjustmentContext(data, config);
return this.isCapacityAdjustmentRequired(data, adjustmentContext);
}
calculateIncrementedReadCapacityValue(data: TableProvisionedAndConsumedThroughput): number {
invariant(data != null, 'Parameter \'data\' is not set');
let config = this.getTableConfig(data);
let adjustmentContext = this.getReadCapacityIncrementAdjustmentContext(data, config);
return Throughput.getAdjustedCapacityUnits(adjustmentContext);
}
isReadCapacityDecrementRequired(data: TableProvisionedAndConsumedThroughput): boolean {
invariant(data != null, 'Parameter \'data\' is not set');
let config = this.getTableConfig(data);
let adjustmentContext = this.getReadCapacityDecrementAdjustmentContext(data, config);
return this.isCapacityAdjustmentRequired(data, adjustmentContext);
}
calculateDecrementedReadCapacityValue(data: TableProvisionedAndConsumedThroughput): number {
invariant(data != null, 'Parameter \'data\' is not set');
let config = this.getTableConfig(data);
let adjustmentContext = this.getReadCapacityDecrementAdjustmentContext(data, config);
return Throughput.getAdjustedCapacityUnits(adjustmentContext);
}
isWriteCapacityIncrementRequired(data: TableProvisionedAndConsumedThroughput): boolean {
invariant(data != null, 'Parameter \'data\' is not set');
let config = this.getTableConfig(data);
let adjustmentContext = this.getWriteCapacityIncrementAdjustmentContext(data, config);
return this.isCapacityAdjustmentRequired(data, adjustmentContext);
}
calculateIncrementedWriteCapacityValue(data: TableProvisionedAndConsumedThroughput): number {
invariant(data != null, 'Parameter \'data\' is not set');
let config = this.getTableConfig(data);
let adjustmentContext = this.getWriteCapacityIncrementAdjustmentContext(data, config);
return Throughput.getAdjustedCapacityUnits(adjustmentContext);
}
isWriteCapacityDecrementRequired(data: TableProvisionedAndConsumedThroughput): boolean {
invariant(data != null, 'Parameter \'data\' is not set');
let config = this.getTableConfig(data);
let adjustmentContext = this.getWriteCapacityDecrementAdjustmentContext(data, config);
return this.isCapacityAdjustmentRequired(data, adjustmentContext);
}
calculateDecrementedWriteCapacityValue(data: TableProvisionedAndConsumedThroughput): number {
invariant(data != null, 'Parameter \'data\' is not set');
let config = this.getTableConfig(data);
let adjustmentContext = this.getWriteCapacityDecrementAdjustmentContext(data, config);
return Throughput.getAdjustedCapacityUnits(adjustmentContext);
}
getReadCapacityIncrementAdjustmentContext(data: TableProvisionedAndConsumedThroughput, config: ProvisionerConfig): AdjustmentContext {
invariant(data != null, 'Argument \'data\' cannot be null');
invariant(config != null, 'Argument \'config\' cannot be null');
let context = {
TableName: data.TableName,
IndexName: data.IndexName,
CapacityType: 'read',
AdjustmentType: 'increment',
ProvisionedValue: data.ProvisionedThroughput.ReadCapacityUnits,
ConsumedValue: data.ConsumedThroughput.ReadCapacityUnits,
ThrottledEvents: data.ThrottledEvents.ThrottledReadEvents,
UtilisationPercent: (data.ConsumedThroughput.ReadCapacityUnits / data.ProvisionedThroughput.ReadCapacityUnits) * 100,
CapacityConfig: config.ReadCapacity,
};
if (config.ReadCapacity.Increment != null) {
// $FlowIgnore
context.CapacityAdjustmentConfig = config.ReadCapacity.Increment;
}
return context;
}
getReadCapacityDecrementAdjustmentContext(data: TableProvisionedAndConsumedThroughput, config: ProvisionerConfig): AdjustmentContext {
invariant(data != null, 'Argument \'data\' cannot be null');
invariant(config != null, 'Argument \'config\' cannot be null');
let context = {
TableName: data.TableName,
IndexName: data.IndexName,
CapacityType: 'read',
AdjustmentType: 'decrement',
ProvisionedValue: data.ProvisionedThroughput.ReadCapacityUnits,
ConsumedValue: data.ConsumedThroughput.ReadCapacityUnits,
ThrottledEvents: data.ThrottledEvents.ThrottledReadEvents,
UtilisationPercent: (data.ConsumedThroughput.ReadCapacityUnits / data.ProvisionedThroughput.ReadCapacityUnits) * 100,
CapacityConfig: config.ReadCapacity,
};
if (config.ReadCapacity.Decrement != null) {
// $FlowIgnore
context.CapacityAdjustmentConfig = config.ReadCapacity.Decrement;
}
return context;
}
getWriteCapacityIncrementAdjustmentContext(data: TableProvisionedAndConsumedThroughput, config: ProvisionerConfig): AdjustmentContext {
invariant(data != null, 'Argument \'data\' cannot be null');
invariant(config != null, 'Argument \'config\' cannot be null');
let context = {
TableName: data.TableName,
IndexName: data.IndexName,
CapacityType: 'write',
AdjustmentType: 'increment',
ProvisionedValue: data.ProvisionedThroughput.WriteCapacityUnits,
ConsumedValue: data.ConsumedThroughput.WriteCapacityUnits,
ThrottledEvents: data.ThrottledEvents.ThrottledWriteEvents,
UtilisationPercent: (data.ConsumedThroughput.WriteCapacityUnits / data.ProvisionedThroughput.WriteCapacityUnits) * 100,
CapacityConfig: config.WriteCapacity,
};
if (config.WriteCapacity.Increment != null) {
// $FlowIgnore
context.CapacityAdjustmentConfig = config.WriteCapacity.Increment;
}
return context;
}
getWriteCapacityDecrementAdjustmentContext(data: TableProvisionedAndConsumedThroughput, config: ProvisionerConfig): AdjustmentContext {
invariant(data != null, 'Argument \'data\' cannot be null');
invariant(config != null, 'Argument \'config\' cannot be null');
let context = {
TableName: data.TableName,
IndexName: data.IndexName,
CapacityType: 'write',
AdjustmentType: 'decrement',
ProvisionedValue: data.ProvisionedThroughput.WriteCapacityUnits,
ConsumedValue: data.ConsumedThroughput.WriteCapacityUnits,
ThrottledEvents: data.ThrottledEvents.ThrottledWriteEvents,
UtilisationPercent: (data.ConsumedThroughput.WriteCapacityUnits / data.ProvisionedThroughput.WriteCapacityUnits) * 100,
CapacityConfig: config.WriteCapacity,
};
if (config.WriteCapacity.Decrement != null) {
// $FlowIgnore
context.CapacityAdjustmentConfig = config.WriteCapacity.Decrement;
}
return context;
}
isCapacityAdjustmentRequired(data: TableProvisionedAndConsumedThroughput, adjustmentContext: AdjustmentContext): boolean {
// Determine if an adjustment is wanted
let isProvAboveMax = adjustmentContext.CapacityConfig.Max == null ? false : adjustmentContext.ProvisionedValue > adjustmentContext.CapacityConfig.Max;
let isProvBelowMax = adjustmentContext.CapacityConfig.Max == null ? true : adjustmentContext.ProvisionedValue < adjustmentContext.CapacityConfig.Max;
let isProvBelowMin = adjustmentContext.CapacityConfig.Min == null ? adjustmentContext.ProvisionedValue < 1 : adjustmentContext.ProvisionedValue < adjustmentContext.CapacityConfig.Min;
let isProvAboveMin = adjustmentContext.CapacityConfig.Min == null ? adjustmentContext.ProvisionedValue > 1 : adjustmentContext.ProvisionedValue > adjustmentContext.CapacityConfig.Min;
let isUtilAboveThreshold = this.isAboveThreshold(adjustmentContext);
let isUtilBelowThreshold = this.isBelowThreshold(adjustmentContext);
let isThrottledEventsAboveThreshold = this.isThrottledEventsAboveThreshold(adjustmentContext);
let isAdjustmentWanted = adjustmentContext.AdjustmentType === 'increment' ?
(isProvBelowMin || isUtilAboveThreshold || isUtilBelowThreshold || isThrottledEventsAboveThreshold) && isProvBelowMax :
(isProvAboveMax || isUtilAboveThreshold || isUtilBelowThreshold) && isProvAboveMin;
// Determine if an adjustment is allowed under the rate limiting rules
let isAfterLastDecreaseGracePeriod = adjustmentContext.CapacityAdjustmentConfig == null ||
this.isAfterLastAdjustmentGracePeriod(data.ProvisionedThroughput.LastDecreaseDateTime,
adjustmentContext.CapacityAdjustmentConfig.When.AfterLastDecrementMinutes);
let isAfterLastIncreaseGracePeriod = adjustmentContext.CapacityAdjustmentConfig == null ||
this.isAfterLastAdjustmentGracePeriod(data.ProvisionedThroughput.LastIncreaseDateTime,
adjustmentContext.CapacityAdjustmentConfig.When.AfterLastIncrementMinutes);
let isReadDecrementAllowed = adjustmentContext.AdjustmentType === 'decrement' ?
RateLimitedDecrement.isDecrementAllowed(data, adjustmentContext, d => this.calculateDecrementedReadCapacityValue(d)) :
true;
let isAdjustmentAllowed = isAfterLastDecreaseGracePeriod && isAfterLastIncreaseGracePeriod && isReadDecrementAllowed;
// Package up the configuration and the results so that we can produce
// some effective logs
let adjustmentData = {
isAboveMax: isProvAboveMax,
isBelowMin: isProvBelowMin,
isAboveThreshold: isUtilAboveThreshold,
isBelowThreshold: isUtilBelowThreshold,
isAboveThrottledEventThreshold: isThrottledEventsAboveThreshold,
isAfterLastDecreaseGracePeriod,
isAfterLastIncreaseGracePeriod,
isAdjustmentWanted,
isAdjustmentAllowed
};
// Log and return result
ProvisionerLogging.isAdjustmentRequiredLog(adjustmentContext, adjustmentData);
return isAdjustmentWanted && isAdjustmentAllowed;
}
isThrottledEventsAboveThreshold(context: AdjustmentContext): boolean {
invariant(context != null, 'Parameter \'context\' is not set');
if (context.CapacityAdjustmentConfig == null ||
context.CapacityAdjustmentConfig.When.ThrottledEventsPerMinuteIsAbove == null ||
context.AdjustmentType === 'decrement') {
return false;
}
return context.ThrottledEvents >
context.CapacityAdjustmentConfig.When.ThrottledEventsPerMinuteIsAbove;
}
isAboveThreshold(context: AdjustmentContext): boolean {
invariant(context != null, 'Parameter \'context\' is not set');
if (context.CapacityAdjustmentConfig == null ||
context.CapacityAdjustmentConfig.When.UtilisationIsAbovePercent == null) {
return false;
}
let utilisationPercent = (context.ConsumedValue / context.ProvisionedValue) * 100;
return utilisationPercent > context.CapacityAdjustmentConfig.When.UtilisationIsAbovePercent;
}
isBelowThreshold(context: AdjustmentContext): boolean {
invariant(context != null, 'Parameter \'context\' is not set');
if (context.CapacityAdjustmentConfig == null ||
context.CapacityAdjustmentConfig.When.UtilisationIsBelowPercent == null) {
return false;
}
let utilisationPercent = (context.ConsumedValue / context.ProvisionedValue) * 100;
return utilisationPercent < context.CapacityAdjustmentConfig.When.UtilisationIsBelowPercent;
}
isAfterLastAdjustmentGracePeriod(lastAdjustmentDateTime: string, afterLastAdjustmentMinutes?: number): boolean {
if (lastAdjustmentDateTime == null || afterLastAdjustmentMinutes == null) {
return true;
}
let lastDecreaseDateTime = new Date(Date.parse(lastAdjustmentDateTime));
let thresholdDateTime = new Date(Date.now());
thresholdDateTime.setMinutes(thresholdDateTime.getMinutes() - (afterLastAdjustmentMinutes));
return lastDecreaseDateTime < thresholdDateTime;
}
}