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"color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " {", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " \"Days\"", "props": { "style": { "color": "var(--ch-6)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "365", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " \"StorageClass\"", "props": { "style": { "color": "var(--ch-6)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "\"DEEP_ARCHIVE\"", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": " }", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " ],", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " \"Expiration\"", "props": { "style": { "color": "var(--ch-6)" } } }, { "content": ": {", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " \"Days\"", "props": { "style": { "color": "var(--ch-6)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "2555", "props": { "style": { "color": "var(--ch-2)" } } }] }, { "tokens": [{ "content": " }", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " }", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " ]", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "}", "props": { "style": { "color": "var(--ch-4)" } } }] }], "lang": "json" }, "annotations": [] }] }, undefined, false, { fileName: "", lineNumber: 218, columnNumber: 1 }, this), "\n", _jsxDEV(_components.h3, { id: "2-ebs-volume-optimization", children: "2. EBS Volume Optimization" }, undefined, false, { fileName: "", lineNumber: 249, columnNumber: 1 }, this), "\n", _jsxDEV(_components.h4, { id: "ebs-volume-types", children: "EBS Volume Types" }, undefined, false, { fileName: "", lineNumber: 251, columnNumber: 1 }, this), "\n", _jsxDEV(CH.Code, { codeConfig: chCodeConfig, northPanel: { "tabs": [""], "active": "", "heightRatio": 1 }, files: [{ "name": "", "focus": "", "code": { "lines": [{ "tokens": [{ "content": "gp3 (General Purpose SSD)", "props": { "style": { "color": "var(--ch-6)" } } }, { "content": ":", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Baseline performance", "props": { "style": { "color": "var(--ch-6)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "3,000 IOPS, 125 MB/s", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Up to 16,000 IOPS, 1,000 MB/s", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Cost-effective for most workloads", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "io2 Block Express", "props": { "style": { "color": "var(--ch-6)" } } }, { "content": ":", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Highest performance storage", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Up to 256,000 IOPS, 4,000 MB/s", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Sub-millisecond latency", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Higher cost but better performance", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "st1 (Throughput Optimized HDD)", "props": { "style": { "color": "var(--ch-6)" } } }, { "content": ":", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Large sequential workloads", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Up to 500 MB/s throughput", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Low cost per GB", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "sc1 (Cold HDD)", "props": { "style": { "color": "var(--ch-6)" } } }, { "content": ":", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Infrequently accessed data", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Up to 250 MB/s throughput", "props": { "style": { "color": "var(--ch-8)" } } }] }, { "tokens": [{ "content": " - ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "Lowest cost per GB", "props": { "style": { "color": "var(--ch-8)" } } }] }], "lang": "yaml" }, "annotations": [] }] }, undefined, false, { fileName: "", lineNumber: 252, columnNumber: 1 }, this), "\n", _jsxDEV(_components.h4, { id: "ebs-optimization-script", children: "EBS Optimization Script" }, undefined, false, { fileName: "", lineNumber: 275, columnNumber: 1 }, this), "\n", _jsxDEV(CH.Code, { codeConfig: chCodeConfig, northPanel: { "tabs": [""], "active": "", "heightRatio": 1 }, files: [{ "name": "", "focus": "", "code": { "lines": [{ "tokens": [{ "content": "import", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " boto3", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "def ", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "optimize_ebs_volumes", "props": { "style": { "color": "var(--ch-5)" } } }, { "content": "():", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " client ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " boto3.client(", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'ec2'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ")", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " # Get all volumes", "props": { "style": { "color": "var(--ch-1)" } } }] }, { "tokens": [{ "content": " volumes ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " client.describe_volumes()", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " for", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " volume ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "in", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " volumes[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Volumes'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]:", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " volume_id ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " volume[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'VolumeId'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " volume_type ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " volume[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'VolumeType'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " size_gb ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " volume[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Size'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " # Check for underutilized volumes", "props": { "style": { "color": "var(--ch-1)" } } }] }, { "tokens": [{ "content": " cloudwatch ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " boto3.client(", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'cloudwatch'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ")", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " metrics ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " cloudwatch.get_metric_statistics(", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " Namespace", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "'AWS/EBS'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " MetricName", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "'VolumeReadOps'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " Dimensions", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "[", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " {", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'Name'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'VolumeId'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'Value'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": volume_id", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " }", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " ],", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " StartTime", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "datetime.datetime.now() ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "-", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " datetime.timedelta(", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "days", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "7", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": "),", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " EndTime", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "datetime.datetime.now(),", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " Period", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "86400", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " Statistics", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Average'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " )", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " # Recommend optimization based on usage", "props": { "style": { "color": "var(--ch-1)" } } }] }, { "tokens": [{ "content": " if not", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " metrics[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Datapoints'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]:", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " print", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": "(", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "f", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "\"Volume ", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "{", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": "volume_id", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "}", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": " appears unused - consider deletion\"", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ")", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " elif", "props": 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{ "style": { "color": "var(--ch-2)" } } }, { "content": ":\"", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ")", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " print", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": "(", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "f", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "\" Average Read: ", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "{", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": "avg_read", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": ":.2f", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "}", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": " units/hour\"", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ")", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " print", "props": { 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"props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": [", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " {", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'Id'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'S3-my-bucket'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'DomainName'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'my-bucket.s3.amazonaws.com'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'S3OriginConfig'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": {", "props": { 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{ "style": { "color": "var(--ch-8)" } } }, { "content": "}", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " }", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " },", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'PriceClass'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'PriceClass_100'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ", ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "# Use cheapest edge locations", "props": { "style": { "color": "var(--ch-1)" } } }] }, { "tokens": [{ "content": " 'Enabled'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "True", "props": { "style": { "color": "var(--ch-2)" } } }] }, { "tokens": [{ "content": " }", "props": { 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"content": " }", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " return", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " client.create_budget(", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " AccountId", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "'123456789012'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " Budget", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "budget", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " )", "props": { "style": { "color": "var(--ch-4)" } } }] }], "lang": "python" }, "annotations": [] }] }, undefined, false, { fileName: "", lineNumber: 518, columnNumber: 1 }, this), "\n", _jsxDEV(_components.h2, { id: "automation-and-governance", children: "Automation and Governance" }, undefined, false, { fileName: "", lineNumber: 557, columnNumber: 1 }, this), "\n", _jsxDEV(_components.h3, { id: "1-cost-optimization-automation", children: "1. Cost Optimization Automation" }, undefined, false, { fileName: "", lineNumber: 559, columnNumber: 1 }, this), "\n", _jsxDEV(_components.h4, { id: "lambda-function-for-instance-rightsizing", children: "Lambda Function for Instance Rightsizing" }, undefined, false, { fileName: "", lineNumber: 561, columnNumber: 1 }, this), "\n", _jsxDEV(CH.Code, { codeConfig: chCodeConfig, northPanel: { "tabs": [""], "active": "", "heightRatio": 1 }, files: [{ "name": "", "focus": "", "code": { "lines": [{ "tokens": [{ "content": "import", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " boto3", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "import", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " json", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "def ", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "lambda_handler", "props": { "style": { "color": "var(--ch-5)" } } }, { "content": "(event, context):", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " ec2_client ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " boto3.client(", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'ec2'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ")", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " cloudwatch ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " boto3.client(", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'cloudwatch'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ")", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " # Get all running instances", "props": { "style": { "color": "var(--ch-1)" } } }] }, { "tokens": [{ "content": " instances ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " ec2_client.describe_instances(", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " Filters", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "[{", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Name'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'instance-state-name'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ", ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Values'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": [", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'running'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]}]", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " )", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " recommendations ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " []", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " for", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " reservation ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "in", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " instances[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Reservations'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]:", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " for", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " instance ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "in", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " reservation[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Instances'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]:", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " instance_id ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " instance[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'InstanceId'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " instance_type ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " instance[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'InstanceType'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " # Get CPU utilization metrics", "props": { "style": { "color": "var(--ch-1)" } } }] }, { "tokens": [{ "content": " cpu_metrics ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " cloudwatch.get_metric_statistics(", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " Namespace", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "'AWS/EC2'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " MetricName", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "'CPUUtilization'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " Dimensions", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "[{", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Name'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'InstanceId'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ", ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Value'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": instance_id}],", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " StartTime", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "datetime.datetime.now() ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "-", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " datetime.timedelta(", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "days", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "7", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": "),", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " EndTime", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "datetime.datetime.now(),", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " Period", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "3600", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " Statistics", "props": { "style": { "color": "var(--ch-3)" } } }, { "content": "=", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Average'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " )", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " if", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " cpu_metrics[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Datapoints'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]:", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " avg_cpu ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "= ", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "sum", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": "(d[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Average'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "] ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "for", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " d ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "in", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " cpu_metrics[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Datapoints'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "]) ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "/ ", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "len", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": "(cpu_metrics[", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Datapoints'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": "])", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " # Generate recommendation", "props": { "style": { "color": "var(--ch-1)" } } }] }, { "tokens": [{ "content": " if", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " avg_cpu ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "< ", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "20", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": ":", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " recommendations.append({", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'instance_id'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": instance_id,", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'current_type'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": instance_type,", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'recommended_action'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Downsize or use Spot'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'avg_cpu'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": avg_cpu", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " })", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " elif", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": " avg_cpu ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "> ", "props": { "style": { "color": "var(--ch-7)" } } }, { "content": "80", "props": { "style": { "color": "var(--ch-2)" } } }, { "content": ":", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " recommendations.append({", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'instance_id'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": instance_id,", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'current_type'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": instance_type,", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'recommended_action'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": ", "props": { "style": { "color": "var(--ch-4)" } } }, { "content": "'Upsize or add instances'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ",", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " 'avg_cpu'", "props": { "style": { "color": "var(--ch-8)" } } }, { "content": ": avg_cpu", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": " })", "props": { "style": { "color": "var(--ch-4)" } } }] }, { "tokens": [{ "content": "", "props": { "style": { "color": "var(--ch-4)" } } }] }, { 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