Add script to estimate monthly costs of CloudWatch log ingestion

This commit is contained in:
Ray Miller 2024-10-23 10:47:33 +01:00
parent 6b3eaac4e4
commit a0edf5d9e9

67
aws/cloudwatch-log-costs.py Executable file
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#!/usr/bin/env python3
#
# Determine which CloudWatch log groups are contributing most cost and
# estimate total monthly cost for an AWS account.
#
# Based on: https://repost.aws/knowledge-center/cloudwatch-logs-bill-increase
import boto3
from datetime import datetime, timedelta
cw = boto3.client("cloudwatch")
# We use a period of 14 days because the ListMetrics call returns log groups
# that ingested data in the last 14 days.
period = timedelta(days=14)
end_time = datetime.now().replace(hour=0, minute=0, second=0, microsecond=0)
start_time = end_time - period
n = 0
query_names = {}
queries = []
paginator = cw.get_paginator("list_metrics")
for page in paginator.paginate(Namespace="AWS/Logs", MetricName="IncomingBytes"):
for metric in page["Metrics"]:
query = {
"Id": f"q{n}",
"MetricStat": {
"Metric": {
"Namespace": metric["Namespace"],
"MetricName": metric["MetricName"],
"Dimensions": metric["Dimensions"]
},
"Period": int(period.total_seconds()),
"Stat": "Sum"
},
}
if not metric["Dimensions"]:
continue
query_names[f"q{n}"] = metric["Dimensions"][0]["Value"]
n = n+1
queries.append(query)
# The GetMetricData query can retrieve up to 500 metrics in a single request.
# The following code assumes we don't have more than 500 active log groups,
# otherwise we would have to chunk up the calls to GetMetricData.
results = []
data_paginator = cw.get_paginator("get_metric_data")
for data_page in data_paginator.paginate(MetricDataQueries=queries, StartTime=start_time, EndTime=end_time):
for result in data_page["MetricDataResults"]:
if result["Values"]:
results.append({"LogGroup": query_names[result["Id"]], "IncomingBytes": result["Values"][0]})
results.sort(key=lambda x: x["IncomingBytes"], reverse=True)
incoming_bytes_total = 0
for result in results:
incoming_bytes_total += result["IncomingBytes"]
print("{LogGroup}: {IncomingBytes}".format(**result))
# CloudWatch logs: 5GiB free ingestion then $0.50 / GiB
# Estimate a monthly cost by doubling the incoming_bytes counted over the last 14 days
incoming_gb = 2*incoming_bytes_total/(1024*1024*1024)
cost = (incoming_gb - 5.0) * 0.5
print(f"Estimated monthly cost: ${cost:.2f}")