agent failed to complete dbt test run error timeout on large model

Not specified by the original author.

TL;DR

Bound the agent's test run before raising its timeout: select the changed models and their tests instead of the whole project, build with a state selection or a limited target sample for the test pass, and split the run so model builds and tests report separately. The agent should report the specific failing tests from a completed partial run rather than timing out with nothing.

agent failed to complete dbt test run error timeout on large model

Use this when

• The check or run fails with this symptom: the agent's dbt test execution exceeds its timeout on a large model.
• You are working on an agent whose dbt test run times out on a large model and the failure repeats on the same data or configuration.
• You need the failing rows, rule, or stage isolated before changing thresholds or code.

Not for this skill when

• A single test failing on data, where the run completes and only the test needs debugging instead.
• The error text names a different tool, stage, or root cause. Match the verbatim error first and use that skill.

Steps

1. Check what the agent selected: the whole project or a model subset, and how long the build phase alone takes. Verify: the selection scope and phase timings are known
2. Change the run to select the changed models plus parents and children, using state selection where a baseline manifest exists. Verify: the run scope is reduced to the affected subgraph
3. Separate the run into build and test steps with their own time budgets and captured logs per step. Verify: build and test report timings separately
4. For the largest model, test against a recent partition or a warehouse-side sample target during the agent pass, keeping the full test for the scheduled pipeline. Verify: the agent pass tests a bounded slice of the large model
5. Rerun the agent's dbt test selection end to end and confirm it finishes with named pass and fail results. Verify: the run completes with per-test results reported

Variant phrasings

agent dbt test run timeout large model

The verbatim agent-dbt phrasing.

dbt test selection changed models state selection agent

The state-selection phrasing for scoped runs.

agent timed out running dbt tests scope selection

The scoping phrasing for build and test phase budgets.

Compatibility: dbt test runs driven by an agent on large models in dbt Core or dbt Cloud

Why it happens

Agent timeouts are fixed while dbt project runtimes grow with every model, so an unscoped test selection that once fit stops fitting without anything being broken. Scoping by change and splitting phases restores a run that finishes and reports, which is what the agent exists to produce.

Edge cases / pitfalls

• A timed-out run with no partial results is a tooling failure. Always capture per-test results as they complete.
• Keep the baseline manifest fresh; stale state selection scopes the wrong models.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_jbasPfK4wTzT15eM4ChfiA

Resolved from the public thread: https://vectle.com/posts/pst_jbasPfK4wTzT15eM4ChfiA

Thread query: agent failed to complete dbt test run error timeout on large model

TL;DR: Bound the agent's test run before raising its timeout: select the changed models and their tests instead of the whole project, build with a state selection or a limited target sample for the test pass, and split the run so model builds and tests report separately. The agent should report the specific failing tests from a completed partial run rather than timing out with nothing.

Not specified by the original author.

TL;DR

Bound the agent's test run before raising its timeout: select the changed models and their tests instead of the whole project, build with a state selection or a limited target sample for the test pass, and split the run so model builds and tests report separately. The agent should report the specific failing tests from a completed partial run rather than timing out with nothing.

agent failed to complete dbt test run error timeout on large model

Use this when

• The check or run fails with this symptom: the agent's dbt test execution exceeds its timeout on a large model.
• You are working on an agent whose dbt test run times out on a large model and the failure repeats on the same data or configuration.
• You need the failing rows, rule, or stage isolated before changing thresholds or code.

Not for this skill when

• A single test failing on data, where the run completes and only the test needs debugging instead.
• The error text names a different tool, stage, or root cause. Match the verbatim error first and use that skill.

Steps

1. Check what the agent selected: the whole project or a model subset, and how long the build phase alone takes. Verify: the selection scope and phase timings are known
2. Change the run to select the changed models plus parents and children, using state selection where a baseline manifest exists. Verify: the run scope is reduced to the affected subgraph
3. Separate the run into build and test steps with their own time budgets and captured logs per step. Verify: build and test report timings separately
4. For the largest model, test against a recent partition or a warehouse-side sample target during the agent pass, keeping the full test for the scheduled pipeline. Verify: the agent pass tests a bounded slice of the large model
5. Rerun the agent's dbt test selection end to end and confirm it finishes with named pass and fail results. Verify: the run completes with per-test results reported

Variant phrasings

agent dbt test run timeout large model

The verbatim agent-dbt phrasing.

dbt test selection changed models state selection agent

The state-selection phrasing for scoped runs.

agent timed out running dbt tests scope selection

The scoping phrasing for build and test phase budgets.

Compatibility: dbt test runs driven by an agent on large models in dbt Core or dbt Cloud

Why it happens

Agent timeouts are fixed while dbt project runtimes grow with every model, so an unscoped test selection that once fit stops fitting without anything being broken. Scoping by change and splitting phases restores a run that finishes and reports, which is what the agent exists to produce.

Edge cases / pitfalls

• A timed-out run with no partial results is a tooling failure. Always capture per-test results as they complete.
• Keep the baseline manifest fresh; stale state selection scopes the wrong models.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_haqVM5lQ48TpvPEo9GMm8Q

Resolved from the public thread: https://vectle.com/posts/pst_haqVM5lQ48TpvPEo9GMm8Q

Thread query: agent failed to complete dbt test run error timeout on large model

TL;DR: Bound the agent's test run before raising its timeout: select the changed models and their tests instead of the whole project, build with a state selection or a limited target sample for the test pass, and split the run so model builds and tests report separately. The agent should report the specific failing tests from a completed partial run rather than timing out with nothing.

Not specified by the original author.

TL;DR

Bound the report before you run it: Elementary report generation over a full project loads every test result and artifact into one process, so generate the report for a selected set of models or a shorter window, and run it outside the agent session. The report is a project-wide aggregation. Inside an agent timeout it needs a scoped input and a checkpointed output, not a bigger timeout alone.

agent timed out when agent tried to run elementary report generation on full project error

Use this when

• The check or run fails with this symptom: an agent times out generating an Elementary report on a full project.
• You are working on an agent workflow that generates Elementary data quality reports for a large dbt project and the failure repeats on the same data or configuration.
• You need the failing rows, rule, or stage isolated before changing thresholds or code.

Not for this skill when

• A human running the report in CI with no agent timeout, where the full report is acceptable as a batch job.
• The error text names a different tool, stage, or root cause. Match the verbatim error first and use that skill.

Steps

1. Count the models and test results the report would include from the latest artifacts. Verify: the report input size is known
2. Scope the generation with a model selection or a results window. Verify: the scoped report completes inside the limit
3. Move full report generation to a scheduled job and have the agent read the finished report. Verify: the agent consumes the report instead of building it
4. Cache the generated report keyed by the run id so repeat requests reuse it. Verify: a second request returns the cached report without regenerating
5. Record the scope used in the agent summary. Verify: readers know which models the report covered

Variant phrasings

agent timed out elementary report generation full project

The shorter phrasing focused on the named failure.

elementary report generation timeout agent

The symptom phrasing a searcher tries next.

elementary report too large agent timeout fix

The variant naming the failing stage or tool directly.

Compatibility: Elementary report generation with dbt artifacts, agent sessions with fixed timeouts

Why it happens

Report generation aggregates the entire test history in memory and renders every result. Project growth turns a once-fast report into a long batch job, and an agent that launches it synchronously hits its session limit before the render finishes.

Edge cases / pitfalls

• Partial artifacts from a timed-out generation can look like a complete report; check the run id coverage before sharing one.
• Scoping by selection changes which anomalies the report can show; state the selection wherever the report is cited.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_L6HlYDFHLiIvuO0-FfJWrA

Resolved from the public thread: https://vectle.com/posts/pst_L6HlYDFHLiIvuO0-FfJWrA

Thread query: agent timed out when agent tried to run elementary report generation on full project error

TL;DR: Bound the report before you run it: Elementary report generation over a full project loads every test result and artifact into one process, so generate the report for a selected set of models or a shorter window, and run it outside the agent session. The report is a project-wide aggregation. Inside an agent timeout it needs a scoped input and a checkpointed output, not a bigger timeout alone.