Update croissant.json: add all 7 configs with RAI fields

croissant.json

@@ -49,7 +49,7 @@
   },
   "@type": "sc:Dataset",
   "name": "AgentPerfBench",
-  "description": "LLM inference benchmark dataset measuring serving performance (TTFT, TPOT, throughput) across 9 models, 4 GPU platforms, 2 serving engines under agentic and chat workloads. Provides two dataset configurations: trace_replay (empirical session replays) and distributional (statistical sampling).",
+  "description": "LLM inference benchmark dataset measuring serving performance (TTFT, TPOT, throughput) across 9 models, 4 GPU platforms, 2 serving engines under agentic and chat workloads. Seven configurations: trace_replay, distributional, kernels_labeled, roofline_quadrant, coding_agent_prompts, osworld_trajectories, and predictions.",
   "url": "https://huggingface.co/datasets/agent-perf-bench/AgentPerfBench",
   "license": "https://spdx.org/licenses/Apache-2.0.html",
   "conformsTo": "http://mlcommons.org/croissant/1.1",
@@ -76,6 +76,41 @@
       "contentUrl": "https://huggingface.co/datasets/agent-perf-bench/AgentPerfBench/resolve/main/distributional/summary.parquet",
       "encodingFormat": "application/x-parquet",
       "sha256": "bb9a48351e0b612b3125c5d0a8e200638d790269f821e45aae342a4042bfd951"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "kernels-labeled-parquet",
+      "name": "kernel_profiles/kernels_labeled.parquet",
+      "contentUrl": "https://huggingface.co/datasets/agent-perf-bench/AgentPerfBench/resolve/main/kernel_profiles/kernels_labeled.parquet",
+      "encodingFormat": "application/x-parquet"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "roofline-quadrant-parquet",
+      "name": "kernel_profiles/roofline_quadrant.parquet",
+      "contentUrl": "https://huggingface.co/datasets/agent-perf-bench/AgentPerfBench/resolve/main/kernel_profiles/roofline_quadrant.parquet",
+      "encodingFormat": "application/x-parquet"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "coding-agent-prompts-parquet",
+      "name": "workload_traces/coding_agent_prompts.parquet",
+      "contentUrl": "https://huggingface.co/datasets/agent-perf-bench/AgentPerfBench/resolve/main/workload_traces/coding_agent_prompts.parquet",
+      "encodingFormat": "application/x-parquet"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "osworld-trajectories-parquet",
+      "name": "workload_traces/osworld_trajectories.parquet",
+      "contentUrl": "https://huggingface.co/datasets/agent-perf-bench/AgentPerfBench/resolve/main/workload_traces/osworld_trajectories.parquet",
+      "encodingFormat": "application/x-parquet"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "predictions-parquet",
+      "name": "predictions/serving_predictions.parquet",
+      "contentUrl": "https://huggingface.co/datasets/agent-perf-bench/AgentPerfBench/resolve/main/predictions/serving_predictions.parquet",
+      "encodingFormat": "application/x-parquet"
     }
   ],
   "recordSet": [
@@ -90,126 +125,63 @@
           "@id": "trace-replay-summary/run_id",
           "name": "run_id",
           "dataType": "sc:Text",
-          "source": {
-            "fileObject": {
-              "@id": "trace-replay-summary-parquet"
-            },
-            "extract": {
-              "column": "run_id"
-            }
-          }
+          "source": { "fileObject": { "@id": "trace-replay-summary-parquet" }, "extract": { "column": "run_id" } }
         },
         {
           "@type": "cr:Field",
           "@id": "trace-replay-summary/model",
           "name": "model",
           "dataType": "sc:Text",
-          "source": {
-            "fileObject": {
-              "@id": "trace-replay-summary-parquet"
-            },
-            "extract": {
-              "column": "model"
-            }
-          }
+          "source": { "fileObject": { "@id": "trace-replay-summary-parquet" }, "extract": { "column": "model" } }
         },
         {
           "@type": "cr:Field",
           "@id": "trace-replay-summary/hardware",
           "name": "hardware",
           "dataType": "sc:Text",
-          "source": {
-            "fileObject": {
-              "@id": "trace-replay-summary-parquet"
-            },
-            "extract": {
-              "column": "hardware"
-            }
-          }
+          "source": { "fileObject": { "@id": "trace-replay-summary-parquet" }, "extract": { "column": "hardware" } }
         },
         {
           "@type": "cr:Field",
           "@id": "trace-replay-summary/engine",
           "name": "engine",
           "dataType": "sc:Text",
-          "source": {
-            "fileObject": {
-              "@id": "trace-replay-summary-parquet"
-            },
-            "extract": {
-              "column": "engine"
-            }
-          }
+          "source": { "fileObject": { "@id": "trace-replay-summary-parquet" }, "extract": { "column": "engine" } }
         },
         {
           "@type": "cr:Field",
           "@id": "trace-replay-summary/profile",
           "name": "profile",
           "dataType": "sc:Text",
-          "source": {
-            "fileObject": {
-              "@id": "trace-replay-summary-parquet"
-            },
-            "extract": {
-              "column": "profile"
-            }
-          }
+          "source": { "fileObject": { "@id": "trace-replay-summary-parquet" }, "extract": { "column": "profile" } }
         },
         {
           "@type": "cr:Field",
           "@id": "trace-replay-summary/concurrency",
           "name": "concurrency",
           "dataType": "sc:Integer",
-          "source": {
-            "fileObject": {
-              "@id": "trace-replay-summary-parquet"
-            },
-            "extract": {
-              "column": "concurrency"
-            }
-          }
+          "source": { "fileObject": { "@id": "trace-replay-summary-parquet" }, "extract": { "column": "concurrency" } }
         },
         {
           "@type": "cr:Field",
           "@id": "trace-replay-summary/request_throughput",
           "name": "request_throughput",
           "dataType": "sc:Float",
-          "source": {
-            "fileObject": {
-              "@id": "trace-replay-summary-parquet"
-            },
-            "extract": {
-              "column": "request_throughput"
-            }
-          }
+          "source": { "fileObject": { "@id": "trace-replay-summary-parquet" }, "extract": { "column": "request_throughput" } }
         },
         {
           "@type": "cr:Field",
           "@id": "trace-replay-summary/median_ttft_ms",
           "name": "median_ttft_ms",
           "dataType": "sc:Float",
-          "source": {
-            "fileObject": {
-              "@id": "trace-replay-summary-parquet"
-            },
-            "extract": {
-              "column": "median_ttft_ms"
-            }
-          }
+          "source": { "fileObject": { "@id": "trace-replay-summary-parquet" }, "extract": { "column": "median_ttft_ms" } }
         },
         {
           "@type": "cr:Field",
           "@id": "trace-replay-summary/median_tpot_ms",
           "name": "median_tpot_ms",
           "dataType": "sc:Float",
-          "source": {
-            "fileObject": {
-              "@id": "trace-replay-summary-parquet"
-            },
-            "extract": {
-              "column": "median_tpot_ms"
-            }
-          }
+          "source": { "fileObject": { "@id": "trace-replay-summary-parquet" }, "extract": { "column": "median_tpot_ms" } }
         }
       ]
     },
@@ -224,126 +196,327 @@
           "@id": "distributional-summary/run_id",
           "name": "run_id",
           "dataType": "sc:Text",
-          "source": {
-            "fileObject": {
-              "@id": "distributional-summary-parquet"
-            },
-            "extract": {
-              "column": "run_id"
-            }
-          }
+          "source": { "fileObject": { "@id": "distributional-summary-parquet" }, "extract": { "column": "run_id" } }
         },
         {
           "@type": "cr:Field",
           "@id": "distributional-summary/model",
           "name": "model",
           "dataType": "sc:Text",
-          "source": {
-            "fileObject": {
-              "@id": "distributional-summary-parquet"
-            },
-            "extract": {
-              "column": "model"
-            }
-          }
+          "source": { "fileObject": { "@id": "distributional-summary-parquet" }, "extract": { "column": "model" } }
         },
         {
           "@type": "cr:Field",
           "@id": "distributional-summary/hardware",
           "name": "hardware",
           "dataType": "sc:Text",
-          "source": {
-            "fileObject": {
-              "@id": "distributional-summary-parquet"
-            },
-            "extract": {
-              "column": "hardware"
-            }
-          }
+          "source": { "fileObject": { "@id": "distributional-summary-parquet" }, "extract": { "column": "hardware" } }
         },
         {
           "@type": "cr:Field",
           "@id": "distributional-summary/engine",
           "name": "engine",
           "dataType": "sc:Text",
-          "source": {
-            "fileObject": {
-              "@id": "distributional-summary-parquet"
-            },
-            "extract": {
-              "column": "engine"
-            }
-          }
+          "source": { "fileObject": { "@id": "distributional-summary-parquet" }, "extract": { "column": "engine" } }
         },
         {
           "@type": "cr:Field",
           "@id": "distributional-summary/profile",
           "name": "profile",
           "dataType": "sc:Text",
-          "source": {
-            "fileObject": {
-              "@id": "distributional-summary-parquet"
-            },
-            "extract": {
-              "column": "profile"
-            }
-          }
+          "source": { "fileObject": { "@id": "distributional-summary-parquet" }, "extract": { "column": "profile" } }
         },
         {
           "@type": "cr:Field",
           "@id": "distributional-summary/concurrency",
           "name": "concurrency",
           "dataType": "sc:Integer",
-          "source": {
-            "fileObject": {
-              "@id": "distributional-summary-parquet"
-            },
-            "extract": {
-              "column": "concurrency"
-            }
-          }
+          "source": { "fileObject": { "@id": "distributional-summary-parquet" }, "extract": { "column": "concurrency" } }
         },
         {
           "@type": "cr:Field",
           "@id": "distributional-summary/request_throughput",
           "name": "request_throughput",
           "dataType": "sc:Float",
-          "source": {
-            "fileObject": {
-              "@id": "distributional-summary-parquet"
-            },
-            "extract": {
-              "column": "request_throughput"
-            }
-          }
+          "source": { "fileObject": { "@id": "distributional-summary-parquet" }, "extract": { "column": "request_throughput" } }
         },
         {
           "@type": "cr:Field",
           "@id": "distributional-summary/median_ttft_ms",
           "name": "median_ttft_ms",
           "dataType": "sc:Float",
-          "source": {
-            "fileObject": {
-              "@id": "distributional-summary-parquet"
-            },
-            "extract": {
-              "column": "median_ttft_ms"
-            }
-          }
+          "source": { "fileObject": { "@id": "distributional-summary-parquet" }, "extract": { "column": "median_ttft_ms" } }
         },
         {
           "@type": "cr:Field",
           "@id": "distributional-summary/median_tpot_ms",
           "name": "median_tpot_ms",
           "dataType": "sc:Float",
-          "source": {
-            "fileObject": {
-              "@id": "distributional-summary-parquet"
-            },
-            "extract": {
-              "column": "median_tpot_ms"
-            }
-          }
+          "source": { "fileObject": { "@id": "distributional-summary-parquet" }, "extract": { "column": "median_tpot_ms" } }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "kernels-labeled",
+      "name": "Kernels Labeled",
+      "description": "Per-kernel CUDA profiling data from NCU (Nsight Compute). Individual kernel invocations across 4 GPUs and 13 model/sweep sources.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "kernels-labeled/source",
+          "name": "source",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "kernels-labeled-parquet" }, "extract": { "column": "source" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "kernels-labeled/gpu",
+          "name": "gpu",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "kernels-labeled-parquet" }, "extract": { "column": "gpu" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "kernels-labeled/model",
+          "name": "model",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "kernels-labeled-parquet" }, "extract": { "column": "model" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "kernels-labeled/kernel_family",
+          "name": "kernel_family",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "kernels-labeled-parquet" }, "extract": { "column": "kernel_family" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "kernels-labeled/kernel_name",
+          "name": "kernel_name",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "kernels-labeled-parquet" }, "extract": { "column": "kernel_name" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "kernels-labeled/gpu_time_duration_ms",
+          "name": "gpu_time_duration_ms",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "kernels-labeled-parquet" }, "extract": { "column": "gpu_time_duration_ms" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "kernels-labeled/dram_bytes_sum",
+          "name": "dram_bytes_sum",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "kernels-labeled-parquet" }, "extract": { "column": "dram_bytes_sum" } }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "roofline-quadrant",
+      "name": "Roofline Quadrant",
+      "description": "Operational intensity and achieved throughput per kernel for roofline analysis. H100 reference hardware.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "roofline-quadrant/model",
+          "name": "model",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "roofline-quadrant-parquet" }, "extract": { "column": "model" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline-quadrant/hardware",
+          "name": "hardware",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "roofline-quadrant-parquet" }, "extract": { "column": "hardware" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline-quadrant/oi",
+          "name": "oi",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "roofline-quadrant-parquet" }, "extract": { "column": "oi" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline-quadrant/output_tput",
+          "name": "output_tput",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "roofline-quadrant-parquet" }, "extract": { "column": "output_tput" } }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "coding-agent-prompts",
+      "name": "Coding Agent Prompts",
+      "description": "System/user prompt pairs with output token counts from SWE-Bench coding agent sessions.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "coding-agent-prompts/system",
+          "name": "system",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "coding-agent-prompts-parquet" }, "extract": { "column": "system" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "coding-agent-prompts/user",
+          "name": "user",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "coding-agent-prompts-parquet" }, "extract": { "column": "user" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "coding-agent-prompts/osl_tokens",
+          "name": "osl_tokens",
+          "dataType": "sc:Integer",
+          "source": { "fileObject": { "@id": "coding-agent-prompts-parquet" }, "extract": { "column": "osl_tokens" } }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "osworld-trajectories",
+      "name": "OSWorld Trajectories",
+      "description": "Multi-turn OSWorld sessions with per-turn action/observation data (up to 30 turns per session).",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "osworld-trajectories/session_id",
+          "name": "session_id",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "osworld-trajectories-parquet" }, "extract": { "column": "session_id" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "osworld-trajectories/source",
+          "name": "source",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "osworld-trajectories-parquet" }, "extract": { "column": "source" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "osworld-trajectories/num_turns",
+          "name": "num_turns",
+          "dataType": "sc:Integer",
+          "source": { "fileObject": { "@id": "osworld-trajectories-parquet" }, "extract": { "column": "num_turns" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "osworld-trajectories/turns",
+          "name": "turns",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "osworld-trajectories-parquet" }, "extract": { "column": "turns" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "osworld-trajectories/run",
+          "name": "run",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "osworld-trajectories-parquet" }, "extract": { "column": "run" } }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "predictions",
+      "name": "Serving Predictions",
+      "description": "Predicted vs. measured latency for each serving configuration across 14 hardware configs.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/hardware_config",
+          "name": "hardware_config",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "hardware_config" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/model",
+          "name": "model",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "model" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/ttft_pred",
+          "name": "ttft_pred",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "ttft_pred" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/ttft_meas",
+          "name": "ttft_meas",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "ttft_meas" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/ttft_err",
+          "name": "ttft_err",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "ttft_err" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/tpot_pred",
+          "name": "tpot_pred",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "tpot_pred" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/tpot_meas",
+          "name": "tpot_meas",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "tpot_meas" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/tpot_err",
+          "name": "tpot_err",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "tpot_err" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/e2el_pred",
+          "name": "e2el_pred",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "e2el_pred" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/e2el_meas",
+          "name": "e2el_meas",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "e2el_meas" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/e2el_err",
+          "name": "e2el_err",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "e2el_err" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/cache_hit_rate",
+          "name": "cache_hit_rate",
+          "dataType": "sc:Float",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "cache_hit_rate" } }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "predictions/cache_aware_applied",
+          "name": "cache_aware_applied",
+          "dataType": "sc:Boolean",
+          "source": { "fileObject": { "@id": "predictions-parquet" }, "extract": { "column": "cache_aware_applied" } }
         }
       ]
     }