Duplicate from w3joe/cloud-ops-bench

.gitattributes

@@ -0,0 +1,106 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.avro filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/runtime/46/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/27/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/7/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/42/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/45/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/28/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/17/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/38/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/41/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/15/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/3/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/12/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/47/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/40/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/5/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/14/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/trainticket/performance/25/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/20/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/18/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/9/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/11/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/7/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/16/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/6/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/17/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/1/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/infrastructure/42/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/infrastructure/45/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/10/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/19/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/8/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/21/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/4/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/15/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/3/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/12/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/2/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/13/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/5/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/performance/14/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/infrastructure/44/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/infrastructure/43/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/infrastructure/46/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/infrastructure/41/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/infrastructure/48/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text
+benchmark/boutique/infrastructure/47/raw_data/logs.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,3 @@
+---
+license: cc
+---

benchmark/boutique/admission/1/metadata.json

@@ -0,0 +1,26 @@
+{
+  "namespace": "boutique",
+  "query": "Partial Service Unreachability.",
+  "result": {
+    "fault_taxonomy": "Admission_Fault",
+    "fault_object": "app/adservice",
+    "root_cause": "missing_service_account"
+  },
+  "process": {
+    "path1": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetResources::services",
+      "GetResources::deployments",
+      "GetResources::events",
+      "GetAppYAML::adservice"
+    ],
+    "path2": [
+      "GetResources::pods",
+      "GetResources::services",
+      "GetResources::endpoints",
+      "GetResources::events",
+      "GetAppYAML::adservice"
+    ]
+  }
+}

benchmark/boutique/admission/1/raw_data/alert.json

@@ -0,0 +1 @@
+{}

benchmark/boutique/admission/10/metadata.json

@@ -0,0 +1,26 @@
+{
+  "namespace": "boutique",
+  "query": "Partial Service Unreachability.",
+  "result": {
+    "fault_taxonomy": "Admission_Fault",
+    "fault_object": "app/redis-cart",
+    "root_cause": "missing_service_account"
+  },
+  "process": {
+    "path1": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetResources::deployments",
+      "DescribeResource::deployments::redis-cart",
+      "GetResources::events"
+    ],
+    "path2": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetErrorLogs::cartservice",
+      "GetResources::deployments",
+      "GetResources::events",
+      "GetAppYAML::redis-cart"
+    ]
+  }
+}

benchmark/boutique/admission/10/raw_data/alert.json

@@ -0,0 +1 @@
+{}

benchmark/boutique/admission/11/metadata.json

@@ -0,0 +1,27 @@
+{
+  "namespace": "boutique",
+  "query": "Partial Service Unreachability.",
+  "result": {
+    "fault_taxonomy": "Admission_Fault",
+    "fault_object": "app/shippingservice",
+    "root_cause": "missing_service_account"
+  },
+  "process": {
+    "path1": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetResources::deployments",
+      "DescribeResource::deployments::shippingservice",
+      "GetResources::replicasets",
+      "DescribeResource::replicasets::shippingservice",
+      "GetResources::serviceaccounts",
+      "GetAppYAML::shippingservice"
+    ],
+    "path2": [
+      "GetResources::pods",
+      "GetResources::endpoints",
+      "GetResources::events",
+      "GetAppYAML::shippingservice"
+    ]
+  }
+}

benchmark/boutique/admission/11/raw_data/alert.json

@@ -0,0 +1 @@
+{}

benchmark/boutique/admission/12/metadata.json

@@ -0,0 +1,31 @@
+{
+  "namespace": "boutique",
+  "query": "Partial Service Unreachability.",
+  "result": {
+    "fault_taxonomy": "Admission_Fault",
+    "fault_object": "namespace/boutique",
+    "root_cause": "namespace_cpu_quota_exceeded"
+  },
+  "process": {
+    "path1": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetResources::deployments",
+      "DescribeResource::deployments::adservice",
+      "GetResources::replicasets",
+      "DescribeResource::replicasets::adservice",
+      "GetResources::resourcequota",
+      "GetAppYAML::adservice",
+      "DescribeResource::resourcequota::cpu-quota"
+    ],
+    "path2": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetResources::deployments",
+      "DescribeResource::deployments::adservice",
+      "DescribeResource::replicasets::adservice",
+      "GetResources::resourcequota",
+      "DescribeResource::resourcequota::cpu-quota"
+    ]
+  }
+}

benchmark/boutique/admission/12/raw_data/alert.json

@@ -0,0 +1 @@
+{}

benchmark/boutique/admission/13/metadata.json

@@ -0,0 +1,23 @@
+{
+  "namespace": "boutique",
+  "query": "Partial Service Unreachability.",
+  "result": {
+    "fault_taxonomy": "Admission_Fault",
+    "fault_object": "namespace/boutique",
+    "root_cause": "namespace_cpu_quota_exceeded"
+  },
+  "process": {
+    "path1": [
+      "GetResources::pods",
+      "GetResources::events",
+      "GetResources::deployments",
+      "GetResources::resourcequota"
+    ],
+    "path2": [
+      "GetResources::pods",
+      "GetResources::deployments",
+      "DescribeResource::deployments::cartservice",
+      "DescribeResource::replicasets::cartservice"
+    ]
+  }
+}

benchmark/boutique/admission/13/raw_data/alert.json

@@ -0,0 +1 @@
+{}

benchmark/boutique/admission/14/metadata.json

@@ -0,0 +1,29 @@
+{
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Admission_Fault",
+    "fault_object": "namespace/boutique",
+    "root_cause": "namespace_cpu_quota_exceeded"
+  },
+  "process": {
+    "path1": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetResources::services",
+      "GetResources::endpoints",
+      "DescribeResource::deployments::checkoutservice",
+      "DescribeResource::replicasets::checkoutservice",
+      "GetResources::resourcequota"
+    ],
+    "path2": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetErrorLogs::cartservice",
+      "GetResources::endpoints",
+      "DescribeResource::deployments::checkoutservice",
+      "DescribeResource::replicasets::checkoutservice",
+      "GetResources::resourcequota"
+    ]
+  }
+}

benchmark/boutique/admission/14/raw_data/alert.json

@@ -0,0 +1 @@
+{}

benchmark/boutique/admission/15/metadata.json

@@ -0,0 +1,30 @@
+{
+  "namespace": "boutique",
+  "query": "Partial Service Unreachability.",
+  "result": {
+    "fault_taxonomy": "Admission_Fault",
+    "fault_object": "namespace/boutique",
+    "root_cause": "namespace_cpu_quota_exceeded"
+  },
+  "process": {
+    "path1": [
+      "GetResources::pods",
+      "GetResources::deployments",
+      "DescribeResource::deployments::currencyservice",
+      "DescribeResource::replicasets::currencyservice",
+      "GetAppYAML::currencyservice",
+      "GetResources::resourcequota"
+    ],
+    "path2": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetResources::services",
+      "GetResources::endpoints",
+      "DescribeResource::deployments::currencyservice",
+      "DescribeResource::replicasets::currencyservice",
+      "GetAppYAML::currencyservice",
+      "GetResources::pods",
+      "GetResources::resourcequota"
+    ]
+  }
+}

benchmark/boutique/admission/15/raw_data/alert.json

@@ -0,0 +1 @@
+{}

benchmark/boutique/admission/16/metadata.json

@@ -0,0 +1,31 @@
+{
+  "namespace": "boutique",
+  "query": "Partial Service Unreachability.",
+  "result": {
+    "fault_taxonomy": "Admission_Fault",
+    "fault_object": "namespace/boutique",
+    "root_cause": "namespace_cpu_quota_exceeded"
+  },
+  "process": {
+    "path1": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetRecentLogs::frontend",
+      "GetResources::deployments",
+      "DescribeResource::deployments::emailservice",
+      "DescribeResource::replicasets::emailservice",
+      "GetResources::resourcequota",
+      "GetAppYAML::emailservice"
+    ],
+    "path2": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetResources::endpoints",
+      "DescribeResource::deployments::emailservice",
+      "DescribeResource::replicasets::emailservice",
+      "GetResources::resourcequota"
+    ]
+  }
+}

benchmark/boutique/admission/16/raw_data/alert.json

@@ -0,0 +1 @@
+{}

benchmark/boutique/admission/17/metadata.json

@@ -0,0 +1,27 @@
+{
+  "namespace": "boutique",
+  "query": "Partial Service Unreachability.",
+  "result": {
+    "fault_taxonomy": "Admission_Fault",
+    "fault_object": "namespace/boutique",
+    "root_cause": "namespace_cpu_quota_exceeded"
+  },
+  "process": {
+    "path1": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetResources::deployments",
+      "DescribeResource::deployments::frontend",
+      "DescribeResource::replicasets::frontend"
+    ],
+    "path2": [
+      "GetResources::pods",
+      "GetErrorLogs::frontend",
+      "GetResources::deployments",
+      "GetResources::events",
+      "GetResources::resourcequota",
+      "DescribeResource::resourcequota::cpu-quota",
+      "GetAppYAML::frontend"
+    ]
+  }
+}

benchmark/boutique/admission/17/raw_data/alert.json

@@ -0,0 +1 @@
+{}

benchmark/boutique/admission/17/raw_data/logs.json

@@ -0,0 +1,141 @@
+{
+  "adservice": [
+    "{\"instant\":{\"epochSecond\":1764421119,\"nanoOfSecond\":273745880},\"thread\":\"main\",\"level\":\"INFO\",\"loggerName\":\"hipstershop.AdService\",\"message\":\"AdService starting.\",\"endOfBatch\":false,\"loggerFqcn\":\"org.apache.logging.log4j.spi.AbstractLogger\",\"threadId\":1,\"threadPriority\":5,\"logging.googleapis.com/trace\":\"${ctx:traceId}\",\"logging.googleapis.com/spanId\":\"${ctx:spanId}\",\"logging.googleapis.com/traceSampled\":\"${ctx:traceSampled}\",\"time\":\"2025-11-29T12:58:39.273Z\"}",
+    "{\"instant\":{\"epochSecond\":1764421119,\"nanoOfSecond\":273746548},\"thread\":\"Thread-0\",\"level\":\"INFO\",\"loggerName\":\"hipstershop.AdService\",\"message\":\"Stats enabled, but temporarily unavailable\",\"endOfBatch\":false,\"loggerFqcn\":\"org.apache.logging.log4j.spi.AbstractLogger\",\"threadId\":15,\"threadPriority\":5,\"logging.googleapis.com/trace\":\"${ctx:traceId}\",\"logging.googleapis.com/spanId\":\"${ctx:spanId}\",\"logging.googleapis.com/traceSampled\":\"${ctx:traceSampled}\",\"time\":\"2025-11-29T12:58:39.273Z\"}",
+    "{\"instant\":{\"epochSecond\":1764421119,\"nanoOfSecond\":419860887},\"thread\":\"Thread-0\",\"level\":\"INFO\",\"loggerName\":\"hipstershop.AdService\",\"message\":\"Tracing enabled but temporarily unavailable\",\"endOfBatch\":false,\"loggerFqcn\":\"org.apache.logging.log4j.spi.AbstractLogger\",\"threadId\":15,\"threadPriority\":5,\"logging.googleapis.com/trace\":\"${ctx:traceId}\",\"logging.googleapis.com/spanId\":\"${ctx:spanId}\",\"logging.googleapis.com/traceSampled\":\"${ctx:traceSampled}\",\"time\":\"2025-11-29T12:58:39.419Z\"}",
+    "{\"instant\":{\"epochSecond\":1764421119,\"nanoOfSecond\":421059048},\"thread\":\"Thread-0\",\"level\":\"INFO\",\"loggerName\":\"hipstershop.AdService\",\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"endOfBatch\":false,\"loggerFqcn\":\"org.apache.logging.log4j.spi.AbstractLogger\",\"threadId\":15,\"threadPriority\":5,\"logging.googleapis.com/trace\":\"${ctx:traceId}\",\"logging.googleapis.com/spanId\":\"${ctx:spanId}\",\"logging.googleapis.com/traceSampled\":\"${ctx:traceSampled}\",\"time\":\"2025-11-29T12:58:39.421Z\"}",
+    "{\"instant\":{\"epochSecond\":1764421119,\"nanoOfSecond\":421624477},\"thread\":\"Thread-0\",\"level\":\"INFO\",\"loggerName\":\"hipstershop.AdService\",\"message\":\"Tracing enabled - Stackdriver exporter initialized.\",\"endOfBatch\":false,\"loggerFqcn\":\"org.apache.logging.log4j.spi.AbstractLogger\",\"threadId\":15,\"threadPriority\":5,\"logging.googleapis.com/trace\":\"${ctx:traceId}\",\"logging.googleapis.com/spanId\":\"${ctx:spanId}\",\"logging.googleapis.com/traceSampled\":\"${ctx:traceSampled}\",\"time\":\"2025-11-29T12:58:39.421Z\"}",
+    "{\"instant\":{\"epochSecond\":1764421119,\"nanoOfSecond\":705534293},\"thread\":\"main\",\"level\":\"INFO\",\"loggerName\":\"hipstershop.AdService\",\"message\":\"Ad Service started, listening on 9555\",\"endOfBatch\":false,\"loggerFqcn\":\"org.apache.logging.log4j.spi.AbstractLogger\",\"threadId\":1,\"threadPriority\":5,\"logging.googleapis.com/trace\":\"${ctx:traceId}\",\"logging.googleapis.com/spanId\":\"${ctx:spanId}\",\"logging.googleapis.com/traceSampled\":\"${ctx:traceSampled}\",\"time\":\"2025-11-29T12:58:39.705Z\"}"
+  ],
+  "cartservice": [
+    "info: Microsoft.Hosting.Lifetime[14]",
+    "Now listening on: http://[::]:7070",
+    "info: Microsoft.Hosting.Lifetime[0]",
+    "Application started. Press Ctrl+C to shut down.",
+    "info: Microsoft.Hosting.Lifetime[0]",
+    "Hosting environment: Production",
+    "info: Microsoft.Hosting.Lifetime[0]",
+    "Content root path: /app"
+  ],
+  "checkoutservice": [
+    "{\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:38.853809664Z\"}",
+    "{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:38.853886579Z\"}",
+    "{\"message\":\"service config: \\u0026{UnimplementedCheckoutServiceServer:{} productCatalogSvcAddr:productcatalogservice:3550 productCatalogSvcConn:0xc0003d2008 cartSvcAddr:cartservice:7070 cartSvcConn:0xc0003d2408 currencySvcAddr:currencyservice:7000 currencySvcConn:0xc0003d2808 shippingSvcAddr:shippingservice:50051 shippingSvcConn:0xc000130c08 emailSvcAddr:emailservice:5000 emailSvcConn:0xc0003d2c08 paymentSvcAddr:paymentservice:50051 paymentSvcConn:0xc000131008}\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:38.856740097Z\"}",
+    "{\"message\":\"starting to listen on tcp: \\\"[::]:5050\\\"\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:38.857099931Z\"}"
+  ],
+  "currencyservice": [
+    "{\"severity\":\"info\",\"time\":1764421119085,\"pid\":1,\"hostname\":\"currencyservice-8587d7cfd7-h85jt\",\"name\":\"currencyservice-server\",\"message\":\"Profiler disabled.\"}",
+    "{\"severity\":\"info\",\"time\":1764421119150,\"pid\":1,\"hostname\":\"currencyservice-8587d7cfd7-h85jt\",\"name\":\"currencyservice-server\",\"message\":\"Tracing disabled.\"}",
+    "{\"severity\":\"info\",\"time\":1764421119305,\"pid\":1,\"hostname\":\"currencyservice-8587d7cfd7-h85jt\",\"name\":\"currencyservice-server\",\"message\":\"Starting gRPC server on port 7000...\"}",
+    "(node:1) DeprecationWarning: Calling start() is no longer necessary. It can be safely omitted.",
+    "(Use `node --trace-deprecation ...` to show where the warning was created)",
+    "{\"severity\":\"info\",\"time\":1764421119323,\"pid\":1,\"hostname\":\"currencyservice-8587d7cfd7-h85jt\",\"name\":\"currencyservice-server\",\"message\":\"CurrencyService gRPC server started on port 7000\"}"
+  ],
+  "emailservice": [
+    "/usr/local/lib/python3.12/site-packages/google/rpc/__init__.py:18: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.",
+    "import pkg_resources",
+    "{\"timestamp\": 1764421120.495743, \"severity\": \"INFO\", \"name\": \"emailservice-server\", \"message\": \"starting the email service in dummy mode.\", \"taskName\": null}",
+    "{\"timestamp\": 1764421120.4958863, \"severity\": \"INFO\", \"name\": \"emailservice-server\", \"message\": \"Profiler disabled.\", \"taskName\": null}",
+    "{\"timestamp\": 1764421120.4959671, \"severity\": \"INFO\", \"name\": \"emailservice-server\", \"message\": \"Tracing disabled.\", \"taskName\": null}",
+    "{\"timestamp\": 1764421120.5204332, \"severity\": \"INFO\", \"name\": \"emailservice-server\", \"message\": \"listening on port: 8080\", \"taskName\": null}"
+  ],
+  "frontend": [],
+  "paymentservice": [
+    "{\"severity\":\"info\",\"time\":1764421119589,\"pid\":1,\"hostname\":\"paymentservice-5797775987-ctrk7\",\"name\":\"paymentservice-server\",\"message\":\"Profiler disabled.\"}",
+    "{\"severity\":\"info\",\"time\":1764421119590,\"pid\":1,\"hostname\":\"paymentservice-5797775987-ctrk7\",\"name\":\"paymentservice-server\",\"message\":\"Tracing disabled.\"}",
+    "(node:1) DeprecationWarning: Calling start() is no longer necessary. It can be safely omitted.",
+    "(Use `node --trace-deprecation ...` to show where the warning was created)",
+    "{\"severity\":\"info\",\"time\":1764421119768,\"pid\":1,\"hostname\":\"paymentservice-5797775987-ctrk7\",\"name\":\"paymentservice-server\",\"message\":\"PaymentService gRPC server started on port 50051\"}"
+  ],
+  "productcatalogservice": [
+    "{\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:39.632340688Z\"}",
+    "{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:39.632389226Z\"}",
+    "{\"message\":\"starting grpc server at :3550\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:39.632673216Z\"}",
+    "{\"message\":\"loading catalog from local products.json file...\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:39.633235808Z\"}",
+    "{\"message\":\"successfully parsed product catalog json\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:39.634307457Z\"}"
+  ],
+  "recommendationservice": [
+    "/usr/local/lib/python3.12/site-packages/opentelemetry/instrumentation/dependencies.py:4: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.",
+    "from pkg_resources import (",
+    "{\"timestamp\": 1764421120.4525516, \"severity\": \"INFO\", \"name\": \"recommendationservice-server\", \"message\": \"initializing recommendationservice\", \"taskName\": null}",
+    "{\"timestamp\": 1764421120.452678, \"severity\": \"INFO\", \"name\": \"recommendationservice-server\", \"message\": \"Profiler disabled.\", \"taskName\": null}",
+    "{\"timestamp\": 1764421120.454067, \"severity\": \"INFO\", \"name\": \"recommendationservice-server\", \"message\": \"Tracing disabled.\", \"taskName\": null}",
+    "{\"timestamp\": 1764421120.45415, \"severity\": \"INFO\", \"name\": \"recommendationservice-server\", \"message\": \"product catalog address: productcatalogservice:3550\", \"taskName\": null}",
+    "{\"timestamp\": 1764421120.4657857, \"severity\": \"INFO\", \"name\": \"recommendationservice-server\", \"message\": \"listening on port: 8080\", \"taskName\": null}"
+  ],
+  "redis-cart": [
+    "Starting Redis Server",
+    "1:C 29 Nov 2025 12:58:40.064 * oO0OoO0OoO0Oo Redis is starting oO0OoO0OoO0Oo",
+    "1:C 29 Nov 2025 12:58:40.064 * Redis version=8.2.1, bits=64, commit=00000000, modified=1, pid=1, just started",
+    "1:C 29 Nov 2025 12:58:40.064 * Configuration loaded",
+    "1:M 29 Nov 2025 12:58:40.064 * monotonic clock: POSIX clock_gettime",
+    "1:M 29 Nov 2025 12:58:40.065 * Running mode=standalone, port=6379.",
+    "1:M 29 Nov 2025 12:58:40.065 * <bf> RedisBloom version 8.2.0 (Git=unknown)",
+    "1:M 29 Nov 2025 12:58:40.065 * <bf> Registering configuration options: [",
+    "1:M 29 Nov 2025 12:58:40.065 * <bf> \t{ bf-error-rate       :      0.01 }",
+    "1:M 29 Nov 2025 12:58:40.065 * <bf> \t{ bf-initial-size     :       100 }",
+    "1:M 29 Nov 2025 12:58:40.065 * <bf> \t{ bf-expansion-factor :         2 }",
+    "1:M 29 Nov 2025 12:58:40.065 * <bf> \t{ cf-bucket-size      :         2 }",
+    "1:M 29 Nov 2025 12:58:40.065 * <bf> \t{ cf-initial-size     :      1024 }",
+    "1:M 29 Nov 2025 12:58:40.065 * <bf> \t{ cf-max-iterations   :        20 }",
+    "1:M 29 Nov 2025 12:58:40.065 * <bf> \t{ cf-expansion-factor :         1 }",
+    "1:M 29 Nov 2025 12:58:40.065 * <bf> \t{ cf-max-expansions   :        32 }",
+    "1:M 29 Nov 2025 12:58:40.065 * <bf> ]",
+    "1:M 29 Nov 2025 12:58:40.066 * Module 'bf' loaded from /usr/local/lib/redis/modules//redisbloom.so",
+    "1:M 29 Nov 2025 12:58:40.068 * <search> Redis version found by RedisSearch : 8.2.1 - oss",
+    "1:M 29 Nov 2025 12:58:40.068 * <search> RediSearch version 8.2.1 (Git=dba8dd0)",
+    "1:M 29 Nov 2025 12:58:40.068 * <search> Low level api version 1 initialized successfully",
+    "1:M 29 Nov 2025 12:58:40.068 * <search> gc: ON, prefix min length: 2, min word length to stem: 4, prefix max expansions: 200, query timeout (ms): 500, timeout policy: return, cursor read size: 1000, cursor max idle (ms): 300000, max doctable size: 1000000, max number of search results:  1000000,",
+    "1:M 29 Nov 2025 12:58:40.068 * <search> Initialized thread pools!",
+    "1:M 29 Nov 2025 12:58:40.068 * <search> Disabled workers threadpool of size 0",
+    "1:M 29 Nov 2025 12:58:40.068 * <search> Subscribe to config changes",
+    "1:M 29 Nov 2025 12:58:40.068 * <search> Enabled role change notification",
+    "1:M 29 Nov 2025 12:58:40.068 * <search> Cluster configuration: AUTO partitions, type: 0, coordinator timeout: 0ms",
+    "1:M 29 Nov 2025 12:58:40.069 * <search> Register write commands",
+    "1:M 29 Nov 2025 12:58:40.069 * Module 'search' loaded from /usr/local/lib/redis/modules//redisearch.so",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> RedisTimeSeries version 80200, git_sha=1439d4a439ca9c063e6ef124a510abff09a5d493",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> Redis version found by RedisTimeSeries : 8.2.1 - oss",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> Registering configuration options: [",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> \t{ ts-compaction-policy   :              }",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> \t{ ts-num-threads         :            3 }",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> \t{ ts-retention-policy    :            0 }",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> \t{ ts-duplicate-policy    :        block }",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> \t{ ts-chunk-size-bytes    :         4096 }",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> \t{ ts-encoding            :   compressed }",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> \t{ ts-ignore-max-time-diff:            0 }",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> \t{ ts-ignore-max-val-diff :     0.000000 }",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> ]",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> Detected redis oss",
+    "1:M 29 Nov 2025 12:58:40.069 * <timeseries> Enabled diskless replication",
+    "1:M 29 Nov 2025 12:58:40.069 * Module 'timeseries' loaded from /usr/local/lib/redis/modules//redistimeseries.so",
+    "1:M 29 Nov 2025 12:58:40.070 * <ReJSON> Created new data type 'ReJSON-RL'",
+    "1:M 29 Nov 2025 12:58:40.070 * <ReJSON> version: 80200 git sha: unknown branch: unknown",
+    "1:M 29 Nov 2025 12:58:40.070 * <ReJSON> Exported RedisJSON_V1 API",
+    "1:M 29 Nov 2025 12:58:40.070 * <ReJSON> Exported RedisJSON_V2 API",
+    "1:M 29 Nov 2025 12:58:40.070 * <ReJSON> Exported RedisJSON_V3 API",
+    "1:M 29 Nov 2025 12:58:40.070 * <ReJSON> Exported RedisJSON_V4 API",
+    "1:M 29 Nov 2025 12:58:40.070 * <ReJSON> Exported RedisJSON_V5 API",
+    "1:M 29 Nov 2025 12:58:40.070 * <ReJSON> Enabled diskless replication",
+    "1:M 29 Nov 2025 12:58:40.070 * <ReJSON> Initialized shared string cache, thread safe: false.",
+    "1:M 29 Nov 2025 12:58:40.070 * Module 'ReJSON' loaded from /usr/local/lib/redis/modules//rejson.so",
+    "1:M 29 Nov 2025 12:58:40.070 * <search> Acquired RedisJSON_V5 API",
+    "1:M 29 Nov 2025 12:58:40.094 * Server initialized",
+    "1:M 29 Nov 2025 12:58:40.094 * <search> Loading event starts",
+    "1:M 29 Nov 2025 12:58:40.094 * <search> Enabled workers threadpool of size 4",
+    "1:M 29 Nov 2025 12:58:40.094 * Loading RDB produced by version 8.2.1",
+    "1:M 29 Nov 2025 12:58:40.094 * RDB age 57 seconds",
+    "1:M 29 Nov 2025 12:58:40.094 * RDB memory usage when created 1.55 Mb",
+    "1:M 29 Nov 2025 12:58:40.097 * Done loading RDB, keys loaded: 1348, keys expired: 0.",
+    "1:M 29 Nov 2025 12:58:40.097 * <search> Disabled workers threadpool of size 4",
+    "1:M 29 Nov 2025 12:58:40.097 * <search> Loading event ends",
+    "1:M 29 Nov 2025 12:58:40.097 * DB loaded from disk: 0.003 seconds",
+    "1:M 29 Nov 2025 12:58:40.097 * Ready to accept connections tcp"
+  ],
+  "shippingservice": [
+    "{\"message\":\"Tracing enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:40.304428647Z\"}",
+    "{\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:40.304514658Z\"}",
+    "{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:40.304533997Z\"}",
+    "{\"message\":\"Stats enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:40.304739527Z\"}",
+    "{\"message\":\"Shipping Service listening on port :50051\",\"severity\":\"info\",\"timestamp\":\"2025-11-29T12:58:40.304840544Z\"}"
+  ]
+}