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Here's a general outline of how you can achieve this using the AWS JavaScript SDK:
Enable CloudWatch Metrics: Ensure that CloudWatch metrics are enabled for your Amazon Lex bot. You can enable this option in the Amazon Lex console or via the AWS CLI. https://docs.aws.amazon.com/lex/latest/dg/gs-cli.html
Retrieve Metrics Data: Use the getMetricData method from the AWS CloudWatch SDK to retrieve metric data for your Amazon Lex bot. You'll need to specify the Namespace, MetricName, Dimensions, and StartTime and EndTime parameters to filter the metric data appropriately.
Calculate Total Cost: Once you have retrieved the number of RecognizeText requests, you can calculate the total cost by multiplying the number of requests by the cost per request (0.00075$ per RecognizeText).
example of how you can achieve this using the AWS JavaScript SDK
const AWS = require('aws-sdk');
// Configure AWS credentials
AWS.config.update({ region: 'your-region', accessKeyId: 'your-access-key', secretAccessKey: 'your-secret-key' });
// Create CloudWatch service object
const cloudwatch = new AWS.CloudWatch();
// Define parameters for GetMetricData API operation
const params = {
MetricDataQueries: [
{
Id: 'm1',
MetricStat: {
Metric: {
Namespace: 'AWS/Lex',
MetricName: 'BilledTextSentCount',
Dimensions: [
{
Name: 'BotName',
Value: 'your-bot-name'
},
{
Name: 'BotAlias',
Value: 'your-bot-alias'
}
]
},
Period: 3600, // One hour
Stat: 'Sum'
}
}
],
StartTime: new Date(Date.now() - 3600000), // One hour ago
EndTime: new Date(),
ScanBy: 'TimestampDescending'
};
// Retrieve metric data
cloudwatch.getMetricData(params, function(err, data) {
if (err) {
console.log('Error', err);
} else {
const metricData = data.MetricDataResults[0];
const sum = metricData.Values[0];
const totalRequests = sum.Value;
const costPerRequest = 0.00075;
const totalCost = totalRequests * costPerRequest;
console.log('Total RecognizeText requests:', totalRequests);
console.log('Total cost:', totalCost.toFixed(2), '$');
}
});
Replace 'your-region', 'your-access-key', 'your-secret-key', 'your-bot-name', and 'your-bot-alias' with your actual AWS region, access key, secret key, bot name, and bot alias respectively.
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