Task
cadence-catchup-001@1.0.0
runs
12
success rate
8.3%
mean time
14 m 26 s
input tokens
9,168,585
generated tokens
308,855
tokens
9,477,440
tool calls
335
What the task asks
Implement the catch-up planner from its specification
plan_catch_up is declared and specified in src/cadence/catchup.py but raises NotImplementedError. Implement it from the written contract — the window, the two dependencies and their propagation, the cap, the ordering — keeping the scheduler, the log and their tests intact.
full description (markdown source)
# Implement `plan_catch_up` from its specification `plan_catch_up` in `src/cadence/catchup.py` is declared, documented and tested, but its body raises `NotImplementedError`. Write it. The full contract — what a window contains, when an occurrence is already taken care of, when it cannot be planned yet, how a skip propagates, what the cap means, and in which order the plan has to come back — is in the module's docstring. Read it before writing a line of code; it is the specification, and the evaluation measures against it. ## The short version - The window is `[start, end)`, like every other window in this package. An occurrence the time zone skipped does not exist. - A run in `history` at that exact logical time settles the occurrence when it succeeded or is still in flight; a `failed` run does not — the operator asked for the window and did not get it. - A dependency that cannot be satisfied is a **skip with a reason**, not a silent omission, and a skip blocks what waits on it. - The plan comes back in an order the scheduler could execute top-down: oldest first, and a waiting task never before the task it waits for. ## Boundaries - Implement it in `src/cadence/catchup.py`; the public API of `cadence` stays as it is, and nothing else in the package changes. - The planner is pure: no clock, no log, no mutation of the DAG or the history. Calling it twice on the same input returns the same plan. - Do not add third-party dependencies — the standard library is enough. - The repository's own test suite (`pytest`) has to stay green.
Constraints
- do not change the public API of the cadence package
- do not modify the repository test suite under tests/
- do not change the schedule, the log, the lease book or the scheduler
- do not add third-party dependencies
- do not modify the catch-up spec in the catchup module docstring
- do not read the clock; the planner is a pure function of its arguments
Notes
The base state fails the hidden tests by design: the feature is missing, which is the opposite of the bug-fix convention where hidden tests pass on the base commit.
Recorded identity
| field | value |
|---|---|
| uid | cadence-catchup-001@1.0.0 |
| category | new_feature |
| difficulty | expert |
| evaluator | pytest_evaluator |
| base commit | HEAD |
| repository | repo-457ed29341306d49 |
| snapshot digest | sha256:d7c4068804a5341bd49d5004b2687b9880731a7672fab4697722e94051faf04a |
| source | datasets/_sources/cadence |
| ref | HEAD |
| mutation | none |
| timeout | 1,800 s |
| hidden tests | hidden_tests |
| public tests | public_tests |
| definition digest | sha256:d7c4068804a5341bd49d5004b2687b9880731a7672fab4697722e94051faf04a |
| definition path | /mnt/data2/dev/develop/ak-bench/datasets/new_feature/cadence-catchup-001 |
Runs of this task
in the order they started; the parameters column is the configuration each run was executed under
| run | parameters | started | agent | repetition | status | verdict | score | time | input tokens | generated tokens | total tokens | tool calls | failure class | error |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| run-20261102-124303-45bdfb12 | knowledge_enabled=False, model=qwen/Qwen3.8-27B | 2026-11-02 12:43:03 | codex@codex-cli 0.166.0 | 1 | timeout | not measured | 15 m 4 s | 1,030,274 | 21,301 | 1,051,575 | 39 | agent | Suite is green. Let me re-verify the full spec behavior with the final implementation, including a few extra edge cases I hadn't covered (staggered schedules, attempts, DST). | |
| run-20261102-125808-280ac90d | knowledge_enabled=False, model=qwen/Qwen3.8-27B | 2026-11-02 12:58:08 | codex@codex-cli 0.166.0 | 2 | timeout | not measured | 15 m 5 s | 823,347 | 18,432 | 841,779 | 33 | agent | The implementation is complete and syntactically valid. Let me run the full test suite and my spec-based checks to confirm everything is green. | |
| run-20261102-131314-47751b92 | knowledge_enabled=False, model=qwen/Qwen3.8-27B | 2026-11-02 13:13:14 | codex@codex-cli 0.166.0 | 3 | timeout | not measured | 15 m 5 s | 1,793,968 | 20,171 | 1,814,139 | 53 | agent | Now let me fix my test's history times (they must match the 06:00 occurrence instants, per "at that exact logical time") and re-run. | |
| run-20261102-132819-55ee19e1 | knowledge_enabled=False, model=qwen/Qwen3.8-Flash-Next | 2026-11-02 13:28:19 | codex@codex-cli 0.166.0 | 1 | timeout | not measured | 15 m 5 s | 949,884 | 33,200 | 983,084 | 30 | agent | The `covers` helper was wrong — history-settled occurrences belong to neither list by spec. Fixing the helper. | |
| run-20261102-134326-1f193cec | knowledge_enabled=False, model=qwen/Qwen3.8-Flash-Next | 2026-11-02 13:43:26 | codex@codex-cli 0.166.0 | 2 | completed | partial | 0.960 | 13 m 32 s | 946,332 | 28,707 | 975,039 | 30 | ||
| run-20261102-135659-dfdbb7ee | knowledge_enabled=False, model=qwen/Qwen3.8-Flash-Next | 2026-11-02 13:56:59 | codex@codex-cli 0.166.0 | 3 | timeout | not measured | 15 m 5 s | 452,414 | 32,517 | 484,931 | 19 | agent | Several more of my expectations were wrong (an always-planned upstream settles its dependents, so real waits need staggered schedules). Rewriting with `(day, hour)` tuples and genuinely blocked upstreams. | |
| run-20261102-141204-1573e7b2 | knowledge_enabled=False, model=auto_codex | 2026-11-02 14:12:04 | codex@codex-cli 0.166.0 | 1 | timeout | not measured | 15 m 4 s | 469,387 | 26,193 | 495,580 | 19 | agent | Both were again my own expectation errors — the plan output is correct in each case. Now the critical rules: `depends_on_past`, the cap, ordering, and purity. | |
| run-20261102-142710-0136dc94 | knowledge_enabled=False, model=auto_codex | 2026-11-02 14:27:10 | codex@codex-cli 0.166.0 | 2 | completed | passed | 1.000 | 11 m 32 s | 409,647 | 23,502 | 433,149 | 16 | ||
| run-20261102-143842-25bc3410 | knowledge_enabled=False, model=auto_codex | 2026-11-02 14:38:42 | codex@codex-cli 0.166.0 | 3 | timeout | not measured | 15 m 5 s | 507,660 | 28,184 | 535,844 | 21 | agent | My assertion there forgot that `a`'s missing days are also planned and `b@1` is satisfied by history. Let me make the harness self-reporting so mismatches are diagnosable. | |
| run-20261102-145348-58a7a3f3 | knowledge_enabled=True, model=auto_codex | 2026-11-02 14:53:48 | codex@codex-cli 0.166.0 | 1 | completed | partial | 0.920 | 12 m 29 s | 836,667 | 23,155 | 859,822 | 30 | ||
| run-20261102-150618-18c32d85 | knowledge_enabled=True, model=auto_codex | 2026-11-02 15:06:18 | codex@codex-cli 0.166.0 | 2 | timeout | not measured | 15 m 4 s | 543,457 | 28,631 | 572,088 | 23 | agent | The scratch script itself is buggy. Let me print actual values to debug quickly. | |
| run-20261102-152123-401b3de4 | knowledge_enabled=True, model=auto_codex | 2026-11-02 15:21:23 | codex@codex-cli 0.166.0 | 3 | timeout | not measured | 15 m 5 s | 405,548 | 24,862 | 430,410 | 22 | agent | Most failures are test-harness artifacts, not implementation bugs — let me fix the script (tz-aware string formatting, wrong window for the staggered case, empty `reasons()` on a fully-planned chain) and re-run. |
Not verified
Configurations that are not verified. They stay in the report, because a result produced under them is only as trustworthy as they are.
| kind | subject | status | run | note |
|---|---|---|---|---|
| plugin | agentic_knowledge | unsupported | run-20261102-124303-45bdfb12 | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-124303-45bdfb12 | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| plugin | agentic_knowledge | unsupported | run-20261102-125808-280ac90d | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-125808-280ac90d | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| plugin | agentic_knowledge | unsupported | run-20261102-131314-47751b92 | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-131314-47751b92 | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| plugin | agentic_knowledge | unsupported | run-20261102-132819-55ee19e1 | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-132819-55ee19e1 | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| plugin | agentic_knowledge | unsupported | run-20261102-134326-1f193cec | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-134326-1f193cec | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| plugin | agentic_knowledge | unsupported | run-20261102-135659-dfdbb7ee | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-135659-dfdbb7ee | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| plugin | agentic_knowledge | unsupported | run-20261102-141204-1573e7b2 | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-141204-1573e7b2 | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| plugin | agentic_knowledge | unsupported | run-20261102-142710-0136dc94 | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-142710-0136dc94 | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| plugin | agentic_knowledge | unsupported | run-20261102-143842-25bc3410 | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-143842-25bc3410 | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| plugin | agentic_knowledge | unsupported | run-20261102-145348-58a7a3f3 | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-145348-58a7a3f3 | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| plugin | agentic_knowledge | unsupported | run-20261102-150618-18c32d85 | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-150618-18c32d85 | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| plugin | agentic_knowledge | unsupported | run-20261102-152123-401b3de4 | LLM_ROUTER_KNOWLEDGE_AGENTIC_ENABLED is not set, so the plugin keeps its built-in default; verification methods effective_router_config, plugin_runtime_events, … |
| plugin | agentic_routing_codex | unsupported | run-20261102-152123-401b3de4 | descriptor declares no plugin-level toggle (benchmark.enabled_when), so activation is not observable and enabled is reported as false; verification methods resp … |
| model | qwen/Qwen3.8-27B | unverified | run-20261102-124303-45bdfb12 | |
| model | qwen/Qwen3.8-27B | unverified | run-20261102-125808-280ac90d | |
| model | qwen/Qwen3.8-27B | unverified | run-20261102-131314-47751b92 | |
| model | qwen/Qwen3.8-Flash-Next | unverified | run-20261102-132819-55ee19e1 | |
| model | qwen/Qwen3.8-Flash-Next | unverified | run-20261102-134326-1f193cec | |
| model | qwen/Qwen3.8-Flash-Next | unverified | run-20261102-135659-dfdbb7ee | |
| model | auto_codex | unverified | run-20261102-141204-1573e7b2 | |
| model | auto_codex | unverified | run-20261102-142710-0136dc94 | |
| model | auto_codex | unverified | run-20261102-143842-25bc3410 | |
| model | auto_codex | unverified | run-20261102-145348-58a7a3f3 | |
| model | auto_codex | unverified | run-20261102-150618-18c32d85 | |
| model | auto_codex | unverified | run-20261102-152123-401b3de4 |