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NagaYu
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agentload

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Size:
n<1K
Tags:
llm-inference
prefix-caching
kv-cache
agents
Synthetic
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AgentLoad synthetic agent traces (PrefixAnvil)

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Files changed (7) hide show
  1. README.md +79 -0
  2. bench_main.jsonl +0 -0
  3. bench_main.labels.jsonl +151 -0
  4. bench_xsession.jsonl +0 -0
  5. bench_xsession.labels.jsonl +1 -0
  6. configs/bench_main.json +20 -0
  7. configs/bench_xsession.json +12 -0
README.md ADDED
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+ ---
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+ pretty_name: AgentLoad synthetic agent traces (PrefixAnvil)
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+ license: other
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+ task_categories: [other]
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+ tags: [llm-inference, prefix-caching, kv-cache, agents, synthetic]
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+ size_categories: [n<1K]
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+ ---
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+
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+ # AgentLoad synthetic agent traces
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+
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+ Synthetic OpenAI-compatible chat-completion request logs of tool-using agent sessions, with **ground-truth
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+ labels of injected prefix-cache fragmentation** (F1–F8). Generated by `prefixanvil gen` (PrefixAnvil AgentLoad);
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+ fully reproducible from a small JSON config and a seed. No real user data. The traces are generated by
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+ PrefixAnvil — https://github.com/NagaYu/prefixanvil
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+
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+ ## License
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+
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+ This dataset is made publicly visible solely so it can be read and evaluated. It is All Rights Reserved — no
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+ license is granted beyond viewing and downloading for evaluation. Licensing or transfer inquiries:
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+ https://nagayu-portfolio.nagayu.workers.dev/en
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+
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+ ## Files
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+
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+ | file | content |
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+ |---|---|
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+ | `bench_main.jsonl` | 377 requests, 40 sessions, all eight fragmentation types injected at 6% each |
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+ | `bench_main.labels.jsonl` | one line per injected event: `request_index`, `request_id`, `fault` (F1–F8), `scope` (within/cross session), `reference_request_id`, `location` |
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+ | `bench_xsession.jsonl` | 155 requests, 30 sessions, no faults; each session's client lists the same tools in its own order |
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+ | `configs/*.json` | the exact generator configs (seeds included) |
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+
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+ Each request line: `request_id`, `session_id`, `timestamp`, `model`, `messages`, `tools`.
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+
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+ ## How it was generated
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+
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+ ```bash
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+ prefixanvil gen --config fixtures/bench/bench_main.json --out bench_main.jsonl
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+ prefixanvil gen --config fixtures/bench/bench_xsession.json --out bench_xsession.jsonl
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+ ```
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+
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+ Byte-identical output for the same config (pure-Python RNG; checked in CI). File sha256 of the four `.jsonl`
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+ files in this folder:
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+
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+ | file | sha256 |
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+ |---|---|
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+ | `bench_main.jsonl` | `cee5445df3364b3fc0a2af4a1f906356d537076857a5c4059ce96a6b800ef000` |
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+ | `bench_main.labels.jsonl` | `5b114c0cf4547eadb77454313d82249e1fdccd869118d72864a31c16415b623a` |
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+ | `bench_xsession.jsonl` | `271a8a6f3c2a61e9ae4b0878285e65ac96e17bf0b08202b415bff2c3a2f819df` |
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+ | `bench_xsession.labels.jsonl` | `ec1431b9afd077cdc20026ca7886c5169f821ff4f0ec3224bba81a73d9af0b39` |
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+
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+ ## Fragmentation types
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+
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+ F1 volatile values (timestamps, UUIDs, run ids) · F2 non-deterministic JSON serialization · F3 tool-set churn ·
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+ F4 per-user interpolation · F5 conditional system sections · F6 whitespace/format drift · F7 retrieved context
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+ inserted before stable instructions · F8 rewritten history.
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+ At most one event per request/reference pair, so the cause of each first divergence is unambiguous.
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+
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+ ## Benchmark headline
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+
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+ Measured on Kaggle 2 × Tesla T4 (free tier) with Qwen2.5-7B-Instruct-AWQ and vLLM 0.33.0, replaying these
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+ traces at concurrency 1 (run `t4-20261111-0408`). Hit rate and prefill are determined by the cache algorithm,
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+ not the GPU; TTFT/GPU-seconds (in `BENCH.md`) are **T4 reference values only**.
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+
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+ | trace | policy | token-weighted hit rate | recomputed prefill tokens |
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+ |---|---|---:|---:|
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+ | bench_main | raw | 74.71% | 241,640 |
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+ | bench_main | L1 canonicalization | 81.79% | 172,268 (−28.7%) |
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+ | bench_main | L2 relocation (reference) | 83.61% | 155,068 (−35.8%) |
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+ | bench_xsession | raw | 86.63% | 50,120 |
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+ | bench_xsession | L1 session-stable (deployed policy) | 86.69% | 49,273 |
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+ | bench_xsession | L1 stateless name-sort (ceiling) | 95.31% | 17,369 |
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+
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+ L1/L2 are prompt transforms; identical generated text is not guaranteed (Phase 3 sampled L1-vs-raw match 10/18,
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+ L2-vs-raw 4/6, against an 18/18 raw-vs-raw control). Full numbers, fidelity and the NVIDIA Dynamo trial are in
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+ `BENCH.md`.
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+
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+ ## Limitations
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+
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+ Synthetic text (word-salad sentences), synthetic tools, open-loop (assistant turns are generated, not model
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+ outputs). Useful for measuring prefix-cache behaviour, not for training or evaluating language quality.
bench_main.jsonl ADDED
The diff for this file is too large to render. See raw diff
 
bench_main.labels.jsonl ADDED
@@ -0,0 +1,151 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {"_meta": {"generator": "prefixanvil.agentload", "config": {"seed": 3101, "model": "agent-model", "sessions": 40, "turns": 3, "system_tokens": 1500, "tools": 8, "tool_burst_min": 1, "tool_burst_max": 3, "retry_rate": 0.05, "faults": {"F1": 0.06, "F2": 0.06, "F3": 0.06, "F4": 0.06, "F5": 0.06, "F6": 0.06, "F7": 0.06, "F8": 0.06}, "chars_per_token": 4.0, "session_gap_s": 20.0, "step_gap_s": 4.0, "client_tool_order": "fixed"}}}
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+ {"request_index": 1, "request_id": "sess-0000-r001", "session_id": "sess-0000", "fault": "F6", "scope": "within_session", "reference_request_id": "sess-0000-r000", "location": {"element": "system", "section": "identity", "detail": "double_space"}}
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+ {"request_index": 2, "request_id": "sess-0000-r002", "session_id": "sess-0000", "fault": "F7", "scope": "within_session", "reference_request_id": "sess-0000-r001", "location": {"element": "system", "section": "rag", "detail": "retrieved_context_replaced"}}
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+ {"request_index": 4, "request_id": "sess-0000-r004", "session_id": "sess-0000", "fault": "F1", "scope": "within_session", "reference_request_id": "sess-0000-r003", "location": {"element": "system", "section": "volatile", "detail": "epoch"}}
5
+ {"request_index": 6, "request_id": "sess-0000-r005", "session_id": "sess-0000", "fault": "F5", "scope": "within_session", "reference_request_id": "sess-0000-r004", "location": {"element": "system", "section": "optional1", "detail": "enabled"}}
6
+ {"request_index": 7, "request_id": "sess-0000-r006", "session_id": "sess-0000", "fault": "F1", "scope": "within_session", "reference_request_id": "sess-0000-r005", "location": {"element": "system", "section": "volatile", "detail": "epoch"}}
7
+ {"request_index": 8, "request_id": "sess-0001-r001", "session_id": "sess-0001", "fault": "F7", "scope": "within_session", "reference_request_id": "sess-0001-r000", "location": {"element": "system", "section": "rag", "detail": "retrieved_context_replaced"}}
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+ {"request_index": 13, "request_id": "sess-0001-r004", "session_id": "sess-0001", "fault": "F2", "scope": "within_session", "reference_request_id": "sess-0001-r003", "location": {"element": "tools", "tool_index": 7, "detail": "key_order:parameters.properties"}}
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+ {"request_index": 18, "request_id": "sess-0002-r000", "session_id": "sess-0002", "fault": "F2", "scope": "cross_session", "reference_request_id": "sess-0001-r000", "location": {"element": "tools", "tool_index": 4, "detail": "key_order:parameters.properties"}}
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+ {"request_index": 19, "request_id": "sess-0001-r009", "session_id": "sess-0001", "fault": "F8", "scope": "within_session", "reference_request_id": "sess-0001-r008", "location": {"element": "messages[7]", "role": "tool", "detail": "truncated"}}
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+ {"request_index": 22, "request_id": "sess-0002-r003", "session_id": "sess-0002", "fault": "F8", "scope": "within_session", "reference_request_id": "sess-0002-r002", "location": {"element": "messages[5]", "role": "tool", "detail": "truncated"}}
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+ {"request_index": 23, "request_id": "sess-0002-r004", "session_id": "sess-0002", "fault": "F3", "scope": "within_session", "reference_request_id": "sess-0002-r003", "location": {"element": "tools", "detail": "reorder"}}
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+ {"request_index": 24, "request_id": "sess-0002-r005", "session_id": "sess-0002", "fault": "F3", "scope": "within_session", "reference_request_id": "sess-0002-r004", "location": {"element": "tools", "detail": "remove"}}
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+ {"request_index": 26, "request_id": "sess-0003-r000", "session_id": "sess-0003", "fault": "F4", "scope": "cross_session", "reference_request_id": "sess-0002-r000", "location": {"element": "system", "section": "profile", "detail": "user_name"}}
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+ {"request_index": 29, "request_id": "sess-0003-r002", "session_id": "sess-0003", "fault": "F5", "scope": "within_session", "reference_request_id": "sess-0003-r001", "location": {"element": "system", "section": "optional1", "detail": "enabled"}}
16
+ {"request_index": 30, "request_id": "sess-0002-r008", "session_id": "sess-0002", "fault": "F5", "scope": "within_session", "reference_request_id": "sess-0002-r007", "location": {"element": "system", "section": "optional0", "detail": "enabled"}}
17
+ {"request_index": 31, "request_id": "sess-0003-r003", "session_id": "sess-0003", "fault": "F7", "scope": "within_session", "reference_request_id": "sess-0003-r002", "location": {"element": "system", "section": "rag", "detail": "retrieved_context_replaced"}}
18
+ {"request_index": 35, "request_id": "sess-0003-r005", "session_id": "sess-0003", "fault": "F5", "scope": "within_session", "reference_request_id": "sess-0003-r004", "location": {"element": "system", "section": "optional0", "detail": "enabled"}}
19
+ {"request_index": 41, "request_id": "sess-0004-r003", "session_id": "sess-0004", "fault": "F5", "scope": "within_session", "reference_request_id": "sess-0004-r002", "location": {"element": "system", "section": "optional1", "detail": "enabled"}}
20
+ {"request_index": 42, "request_id": "sess-0004-r004", "session_id": "sess-0004", "fault": "F2", "scope": "within_session", "reference_request_id": "sess-0004-r003", "location": {"element": "tools", "tool_index": 0, "detail": "key_order:function"}}
21
+ {"request_index": 43, "request_id": "sess-0004-r005", "session_id": "sess-0004", "fault": "F6", "scope": "within_session", "reference_request_id": "sess-0004-r004", "location": {"element": "system", "detail": "trailing_newline"}}
22
+ {"request_index": 44, "request_id": "sess-0005-r000", "session_id": "sess-0005", "fault": "F1", "scope": "cross_session", "reference_request_id": "sess-0004-r000", "location": {"element": "system", "section": "volatile", "detail": "epoch"}}
23
+ {"request_index": 46, "request_id": "sess-0004-r007", "session_id": "sess-0004", "fault": "F2", "scope": "within_session", "reference_request_id": "sess-0004-r006", "location": {"element": "tools", "tool_index": 4, "detail": "key_order:function"}}
24
+ {"request_index": 49, "request_id": "sess-0004-r008", "session_id": "sess-0004", "fault": "F6", "scope": "within_session", "reference_request_id": "sess-0004-r007", "location": {"element": "system", "section": "guideline2", "detail": "double_space"}}
25
+ {"request_index": 51, "request_id": "sess-0005-r004", "session_id": "sess-0005", "fault": "F8", "scope": "within_session", "reference_request_id": "sess-0005-r003", "location": {"element": "messages[1]", "role": "user", "detail": "truncated"}}
26
+ {"request_index": 54, "request_id": "sess-0006-r001", "session_id": "sess-0006", "fault": "F2", "scope": "within_session", "reference_request_id": "sess-0006-r000", "location": {"element": "tools", "tool_index": 0, "detail": "key_order:parameters.properties"}}
27
+ {"request_index": 55, "request_id": "sess-0006-r002", "session_id": "sess-0006", "fault": "F1", "scope": "within_session", "reference_request_id": "sess-0006-r001", "location": {"element": "system", "section": "volatile", "detail": "epoch"}}
28
+ {"request_index": 56, "request_id": "sess-0006-r003", "session_id": "sess-0006", "fault": "F1", "scope": "within_session", "reference_request_id": "sess-0006-r002", "location": {"element": "system", "section": "volatile", "detail": "epoch"}}
29
+ {"request_index": 60, "request_id": "sess-0005-r007", "session_id": "sess-0005", "fault": "F7", "scope": "within_session", "reference_request_id": "sess-0005-r006", "location": {"element": "system", "section": "rag", "detail": "retrieved_context_replaced"}}
30
+ {"request_index": 62, "request_id": "sess-0007-r000", "session_id": "sess-0007", "fault": "F5", "scope": "cross_session", "reference_request_id": "sess-0006-r000", "location": {"element": "system", "section": "optional2", "detail": "disabled"}}
31
+ {"request_index": 64, "request_id": "sess-0006-r007", "session_id": "sess-0006", "fault": "F8", "scope": "within_session", "reference_request_id": "sess-0006-r006", "location": {"element": "messages[3]", "role": "tool", "detail": "truncated"}}
32
+ {"request_index": 65, "request_id": "sess-0007-r002", "session_id": "sess-0007", "fault": "F7", "scope": "within_session", "reference_request_id": "sess-0007-r001", "location": {"element": "system", "section": "rag", "detail": "retrieved_context_replaced"}}
33
+ {"request_index": 67, "request_id": "sess-0007-r004", "session_id": "sess-0007", "fault": "F3", "scope": "within_session", "reference_request_id": "sess-0007-r003", "location": {"element": "tools", "detail": "reorder"}}
34
+ {"request_index": 71, "request_id": "sess-0007-r006", "session_id": "sess-0007", "fault": "F2", "scope": "within_session", "reference_request_id": "sess-0007-r005", "location": {"element": "messages[10]", "detail": "tool_call_arguments_key_order"}}
35
+ {"request_index": 72, "request_id": "sess-0008-r002", "session_id": "sess-0008", "fault": "F1", "scope": "within_session", "reference_request_id": "sess-0008-r001", "location": {"element": "system", "section": "volatile", "detail": "epoch"}}
36
+ {"request_index": 74, "request_id": "sess-0007-r007", "session_id": "sess-0007", "fault": "F5", "scope": "within_session", "reference_request_id": "sess-0007-r006", "location": {"element": "system", "section": "optional2", "detail": "enabled"}}
37
+ {"request_index": 76, "request_id": "sess-0007-r008", "session_id": "sess-0007", "fault": "F7", "scope": "within_session", "reference_request_id": "sess-0007-r007", "location": {"element": "system", "section": "rag", "detail": "retrieved_context_replaced"}}
38
+ {"request_index": 77, "request_id": "sess-0008-r005", "session_id": "sess-0008", "fault": "F7", "scope": "within_session", "reference_request_id": "sess-0008-r004", "location": {"element": "system", "section": "rag", "detail": "retrieved_context_replaced"}}
39
+ {"request_index": 81, "request_id": "sess-0008-r008", "session_id": "sess-0008", "fault": "F8", "scope": "within_session", "reference_request_id": "sess-0008-r007", "location": {"element": "messages[12]", "role": "assistant", "detail": "truncated"}}
40
+ {"request_index": 84, "request_id": "sess-0007-r011", "session_id": "sess-0007", "fault": "F6", "scope": "within_session", "reference_request_id": "sess-0007-r010", "location": {"element": "system", "section": "guideline1", "detail": "triple_newline"}}
41
+ {"request_index": 90, "request_id": "sess-0009-r005", "session_id": "sess-0009", "fault": "F6", "scope": "within_session", "reference_request_id": "sess-0009-r004", "location": {"element": "system", "detail": "trailing_newline"}}
42
+ {"request_index": 95, "request_id": "sess-0010-r003", "session_id": "sess-0010", "fault": "F8", "scope": "within_session", "reference_request_id": "sess-0010-r002", "location": {"element": "messages[3]", "role": "tool", "detail": "truncated"}}
43
+ {"request_index": 99, "request_id": "sess-0011-r000", "session_id": "sess-0011", "fault": "F2", "scope": "cross_session", "reference_request_id": "sess-0010-r000", "location": {"element": "tools", "tool_index": 7, "detail": "key_order:function"}}
44
+ {"request_index": 100, "request_id": "sess-0010-r005", "session_id": "sess-0010", "fault": "F3", "scope": "within_session", "reference_request_id": "sess-0010-r004", "location": {"element": "tools", "detail": "remove"}}
45
+ {"request_index": 101, "request_id": "sess-0011-r001", "session_id": "sess-0011", "fault": "F2", "scope": "within_session", "reference_request_id": "sess-0011-r000", "location": {"element": "tools", "tool_index": 4, "detail": "key_order:function"}}
46
+ {"request_index": 102, "request_id": "sess-0010-r006", "session_id": "sess-0010", "fault": "F7", "scope": "within_session", "reference_request_id": "sess-0010-r005", "location": {"element": "system", "section": "rag", "detail": "retrieved_context_replaced"}}
47
+ {"request_index": 106, "request_id": "sess-0010-r008", "session_id": "sess-0010", "fault": "F1", "scope": "within_session", "reference_request_id": "sess-0010-r007", "location": {"element": "system", "section": "volatile", "detail": "epoch"}}
48
+ {"request_index": 110, "request_id": "sess-0011-r005", "session_id": "sess-0011", "fault": "F2", "scope": "within_session", "reference_request_id": "sess-0011-r004", "location": {"element": "messages[8]", "detail": "tool_call_arguments_key_order"}}
49
+ {"request_index": 111, "request_id": "sess-0012-r001", "session_id": "sess-0012", "fault": "F2", "scope": "within_session", "reference_request_id": "sess-0012-r000", "location": {"element": "tools", "tool_index": 2, "detail": "key_order:parameters.properties"}}
50
+ {"request_index": 113, "request_id": "sess-0012-r003", "session_id": "sess-0012", "fault": "F2", "scope": "within_session", "reference_request_id": "sess-0012-r002", "location": {"element": "tools", "tool_index": 4, "detail": "key_order:function"}}
51
+ {"request_index": 123, "request_id": "sess-0012-r006", "session_id": "sess-0012", "fault": "F5", "scope": "within_session", "reference_request_id": "sess-0012-r005", "location": {"element": "system", "section": "optional0", "detail": "enabled"}}
52
+ {"request_index": 124, "request_id": "sess-0013-r002", "session_id": "sess-0013", "fault": "F5", "scope": "within_session", "reference_request_id": "sess-0013-r001", "location": {"element": "system", "section": "optional0", "detail": "enabled"}}
53
+ {"request_index": 129, "request_id": "sess-0014-r001", "session_id": "sess-0014", "fault": "F7", "scope": "within_session", "reference_request_id": "sess-0014-r000", "location": {"element": "system", "section": "rag", "detail": "retrieved_context_replaced"}}
54
+ {"request_index": 133, "request_id": "sess-0013-r005", "session_id": "sess-0013", "fault": "F1", "scope": "within_session", "reference_request_id": "sess-0013-r004", "location": {"element": "system", "section": "volatile", "detail": "epoch"}}
55
+ {"request_index": 138, "request_id": "sess-0014-r006", "session_id": "sess-0014", "fault": "F5", "scope": "within_session", "reference_request_id": "sess-0014-r005", "location": {"element": "system", "section": "optional2", "detail": "enabled"}}
56
+ {"request_index": 140, "request_id": "sess-0015-r000", "session_id": "sess-0015", "fault": "F5", "scope": "cross_session", "reference_request_id": "sess-0014-r000", "location": {"element": "system", "section": "optional0", "detail": "enabled"}}
57
+ {"request_index": 142, "request_id": "sess-0015-r001", "session_id": "sess-0015", "fault": "F7", "scope": "within_session", "reference_request_id": "sess-0015-r000", "location": {"element": "system", "section": "rag", "detail": "retrieved_context_replaced"}}
58
+ {"request_index": 143, "request_id": "sess-0013-r009", "session_id": "sess-0013", "fault": "F6", "scope": "within_session", "reference_request_id": "sess-0013-r008", "location": {"element": "system", "section": "guideline1", "detail": "triple_newline"}}
59
+ {"request_index": 146, "request_id": "sess-0015-r004", "session_id": "sess-0015", "fault": "F6", "scope": "within_session", "reference_request_id": "sess-0015-r003", "location": {"element": "system", "section": "guideline2", "detail": "trailing_spaces"}}
60
+ {"request_index": 149, "request_id": "sess-0016-r001", "session_id": "sess-0016", "fault": "F1", "scope": "within_session", "reference_request_id": "sess-0016-r000", "location": {"element": "system", "section": "volatile", "detail": "epoch"}}
61
+ {"request_index": 150, "request_id": "sess-0015-r006", "session_id": "sess-0015", "fault": "F2", "scope": "within_session", "reference_request_id": "sess-0015-r005", "location": {"element": "messages[4]", "detail": "tool_call_arguments_key_order"}}
62
+ {"request_index": 151, "request_id": "sess-0016-r002", "session_id": "sess-0016", "fault": "F3", "scope": "within_session", "reference_request_id": "sess-0016-r001", "location": {"element": "tools", "detail": "add"}}
63
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92
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102
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103
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104
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106
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108
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110
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111
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113
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114
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116
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117
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118
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119
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120
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121
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122
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123
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124
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125
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126
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127
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128
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129
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130
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131
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132
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133
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134
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135
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136
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137
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138
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139
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140
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141
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142
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143
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144
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145
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146
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147
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148
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149
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150
+ {"request_index": 370, "request_id": "sess-0038-r009", "session_id": "sess-0038", "fault": "F8", "scope": "within_session", "reference_request_id": "sess-0038-r008", "location": {"element": "messages[13]", "role": "user", "detail": "truncated"}}
151
+ {"request_index": 371, "request_id": "sess-0039-r003", "session_id": "sess-0039", "fault": "F1", "scope": "within_session", "reference_request_id": "sess-0039-r002", "location": {"element": "system", "section": "volatile", "detail": "epoch"}}
bench_xsession.jsonl ADDED
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bench_xsession.labels.jsonl ADDED
@@ -0,0 +1 @@
 
 
1
+ {"_meta": {"generator": "prefixanvil.agentload", "config": {"seed": 3102, "model": "agent-model", "sessions": 30, "turns": 2, "system_tokens": 1200, "tools": 10, "tool_burst_min": 1, "tool_burst_max": 2, "retry_rate": 0.0, "faults": {"F1": 0.0, "F2": 0.0, "F3": 0.0, "F4": 0.0, "F5": 0.0, "F6": 0.0, "F7": 0.0, "F8": 0.0}, "chars_per_token": 4.0, "session_gap_s": 20.0, "step_gap_s": 4.0, "client_tool_order": "per_session_shuffle"}}}
configs/bench_main.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "seed": 3101,
3
+ "sessions": 40,
4
+ "turns": 3,
5
+ "system_tokens": 1500,
6
+ "tools": 8,
7
+ "tool_burst_min": 1,
8
+ "tool_burst_max": 3,
9
+ "retry_rate": 0.05,
10
+ "faults": {
11
+ "F1": 0.06,
12
+ "F2": 0.06,
13
+ "F3": 0.06,
14
+ "F4": 0.06,
15
+ "F5": 0.06,
16
+ "F6": 0.06,
17
+ "F7": 0.06,
18
+ "F8": 0.06
19
+ }
20
+ }
configs/bench_xsession.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "seed": 3102,
3
+ "sessions": 30,
4
+ "turns": 2,
5
+ "system_tokens": 1200,
6
+ "tools": 10,
7
+ "tool_burst_min": 1,
8
+ "tool_burst_max": 2,
9
+ "retry_rate": 0.0,
10
+ "client_tool_order": "per_session_shuffle",
11
+ "faults": {}
12
+ }