Datasets:

anon-ops
/

ops-lite-review-sample

+---
+license: apache-2.0
+task_categories:
+- other
+- graph-ml
+language:
+- en
+tags:
+- root-cause-analysis
+- microservices
+- observability
+- chaos-engineering
+- benchmark
+size_categories:
+- n<1K
+---
+# ops-lite-review-sample
+This repository is a reviewer-facing sample of the full `ops-lite` benchmark.
+- Full dataset: `https://huggingface.co/datasets/anon-ops/ops-lite`
+- Full dataset reference used for this sample: `d6c2e30`
+- Sample dataset URL: `https://huggingface.co/datasets/anon-ops/ops-lite-review-sample`
+## What is included
+- 10 complete RCA cases under `cases/`
+- a subset `manifest.jsonl` containing metadata for those same 10 cases
+- the same per-case file structure as the full dataset (`injection.json`, `env.json`, `result.json`, `causal_graph.json`, abnormal/normal parquet tables, etc.)
+## How the sample was created
+This sample is a manually curated reviewer subset, not a random sample. It was created from the 500-case full benchmark using the following rules:
+1. Include both naming patterns that appear in the full release: human-readable case names and opaque `batch-*` identifiers.
+2. Preserve coverage across all three systems (`ts`, `hs`, `otel-demo`).
+3. Preserve coverage across several common fault families in the benchmark (`Network*`, `Pod*`, `*Stress`, `HTTP*`, and a small number of hybrid cases).
+4. Preserve some path-depth variation by including cases with `longest_path` from 2 to 5.
+5. Keep the sample small enough for quick manual inspection by reviewers.
+Because the sample is intentionally curated for inspection quality, it should not be used for quantitative evaluation or for estimating corpus-level statistics. Use the full dataset for benchmarking.
+## Sample composition
+| case | naming style | system | family | primary kind | longest_path | root services |
+|---|---|---|---|---|---:|---|
+| `ts1-ts-route-plan-service-stress-pvnmb5` | named | ts (Train-Ticket) | `*Stress` | `JVMMemoryStress` | 4 | `ts-route-plan-service` |
+| `ts0-ts-preserve-service-response-abort-7gp2mq` | named | ts (Train-Ticket) | `HTTP*` | `HTTPResponseAbort` | 2 | `ts-preserve-service` |
+| `ts1-ts-station-service-delay-hwcd55` | named | ts (Train-Ticket) | `Network*` | `NetworkDelay` | 5 | `ts-station-service` |
+| `batch-01KQJB58WRCZZKW2Z0SYFET4DR` | batch-* | ts (Train-Ticket) | `hybrid_clean` | `hybrid` | 3 | `ts-food-service, ts-train-food-service` |
+| `hs1-geo-cpu-exhaustion-q8nln6` | named | hs (Hotel Reservation / DeathStarBench) | `*Stress` | `CPUStress` | 3 | `geo` |
+| `hs1-search-delay-bdcn5c` | named | hs (Hotel Reservation / DeathStarBench) | `Network*` | `NetworkDelay` | 3 | `search` |
+| `batch-01KQHDBB5Y8K69Z13G7VSWG9FS` | batch-* | hs (Hotel Reservation / DeathStarBench) | `Pod*` | `PodFailure` | 2 | `geo, profile` |
+| `otel-demo3-shipping-delay-m6fhpx` | named | otel-demo (OpenTelemetry Demo) | `Network*` | `NetworkDelay` | 5 | `shipping` |
+| `otel-demo1-product-catalog-pod-kill-dk4528` | named | otel-demo (OpenTelemetry Demo) | `Pod*` | `PodKill` | 4 | `product-catalog` |
+| `batch-01KQJS94VKJXFZZ6K1RK19XQCB` | batch-* | otel-demo (OpenTelemetry Demo) | `hybrid_clean` | `hybrid` | 4 | `payment, shipping` |
+## Coverage summary
+- Systems: 4 `ts`, 3 `hs`, 3 `otel-demo`
+- Naming styles: 6 named cases, 4 `batch-*` cases
+- Fault families represented: `*Stress`, `HTTP*`, `Network*`, `Pod*`, `hybrid_clean`
+## Notes for reviewers
+- The sample is hosted in the same way as the full dataset: a public Hugging Face dataset repository.
+- All files in this sample are copied directly from the full release; only the case count is reduced.
+- If you need aggregate statistics or broader fault coverage, inspect the full dataset instead of this sample.

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+    "fault_type": "PodFailure",
+    "root_resolution_method": "container_skipped_dead_end_then_service_fallback_internal",
+    "alarm_nodes_scope": "path_terminal_alarm_nodes",
+    "nodes": [
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+            "component": "service|profile",
+            "state": [
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+            "component": "span|profile::profile.Profile/GetProfiles",
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+            "component": "span|frontend::HTTP /recommendations",
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+            "target": "span|frontend::HTTP /recommendations"
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+}

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+{
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+    "name": "batch-01KQJS94VKJXFZZ6K1RK19XQCB",
+    "fault_type": "hybrid",
+    "category": "otel-demo",
+    "pre_duration": 5,
+    "start_time": "2026-05-02T06:06:52+08:00",
+    "end_time": "2026-05-02T06:11:52+08:00",
+    "state": "inject_success",
+    "status": "enabled",
+    "benchmark_id": 108,
+    "benchmark_name": "clickhouse",
+    "pedestal_id": 147,
+    "pedestal_name": "otel-demo",
+    "created_at": "2026-05-02T06:06:52.799+08:00",
+    "updated_at": "2026-05-02T06:11:52.956+08:00",
+    "engine_config_summary": [
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+            "direction": "to",
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+            "latency": 340,
+            "namespace": "otel-demo13",
+            "system": "otel-demo0",
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+            "target_service": "quote",
+            "time_offset": 0
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+    "trace_id": "039dd8f5-c227-4a8e-ba12-93cb38c5b7fd",
+    "source": "injection",
+    "description": "Fault batch for task 9110b663-a005-4245-a7a5-1463015b290d (2 faults)",
+    "engine_config": [
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+            "namespace": "otel-demo13",
+            "system": "otel-demo0",
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+            "namespace": "otel-demo13",
+            "system": "otel-demo0",
+            "system_type": "otel-demo",
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+                "shipping-7b767fd585-j5xc2"
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+    "groundtruth_source": "auto"
+}

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