Improve test data quality in Behave unit test suite #2022

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opened 2026-04-03 02:41:35 +00:00 by freemo · 1 comment

freemo commented 2026-04-03 02:41:35 +00:00

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• Branch: task/improve-test-data-quality
• Commit Message: test(features): improve test data quality in Behave unit test suite
• Milestone: v3.8.0
• Parent Epic: #1678

Overview

The current Behave unit test suite (features/) relies on test data and mock
implementations (features/mocks/) that lack consistency, realism, and
coverage breadth. Poor test data quality leads to false-positive test passes,
gaps in edge-case coverage, and brittle scenarios that break under minor
refactors. This issue tracks a systematic improvement of all test data used
across the unit test suite.

Key areas of concern identified:

1. Mock data realism — mock objects in features/mocks/ use placeholder
   values (e.g., empty strings, None defaults) that do not reflect realistic
   production inputs, masking bugs that only surface with real data shapes.
2. Edge-case coverage — boundary conditions (empty collections, maximum
   field lengths, unicode characters, null-equivalent values) are under-represented
   in scenario outlines and step definitions.
3. Data consistency — the same logical entity (e.g., a Resource, Actor,
   or Plan) is defined differently across feature files, making cross-feature
   assertions unreliable.
4. Shared fixtures — there is no centralised fixture catalogue; each feature
   file re-declares its own data, leading to duplication and drift.

Subtasks

• Audit all existing mock data in features/mocks/ and document gaps
• Define a shared test-data catalogue (realistic, typed fixtures) covering
  core domain objects: Resource, Actor, Plan, Skill, Tool
• Replace placeholder/empty mock values with realistic, production-representative data
• Add scenario outlines for boundary and edge-case inputs (empty, max-length,
  unicode, null-equivalent) across all affected feature files
• Ensure all mock implementations remain strictly within features/mocks/
  per CONTRIBUTING.md (no mocks in robot/ or production code)
• Update or add Behave step definitions to consume the new shared fixtures
• Run nox -e unit_tests and confirm all scenarios pass
• Run nox -e coverage_report and confirm coverage ≥ 97%
• Run full nox suite and confirm all stages pass

Definition of Done

• All mock data in features/mocks/ uses realistic, typed, production-representative values
• A shared fixture catalogue exists and is consumed consistently across feature files
• Boundary and edge-case scenarios are present for all core domain objects
• No mock data or test doubles exist outside features/mocks/
• All nox stages pass (nox -e lint, nox -e typecheck, nox -e unit_tests,
  nox -e integration_tests, nox -e coverage_report)
• Coverage ≥ 97%
• PR is reviewed and approved by ≥ 2 non-author contributors
• PR is merged and linked issue is closed

---

Automated by CleverAgents Bot
Supervisor: Unknown | Agent: ca-new-issue-creator

## Metadata - **Branch**: `task/improve-test-data-quality` - **Commit Message**: `test(features): improve test data quality in Behave unit test suite` - **Milestone**: v3.8.0 - **Parent Epic**: #1678 ## Overview The current Behave unit test suite (`features/`) relies on test data and mock implementations (`features/mocks/`) that lack consistency, realism, and coverage breadth. Poor test data quality leads to false-positive test passes, gaps in edge-case coverage, and brittle scenarios that break under minor refactors. This issue tracks a systematic improvement of all test data used across the unit test suite. Key areas of concern identified: 1. **Mock data realism** — mock objects in `features/mocks/` use placeholder values (e.g., empty strings, `None` defaults) that do not reflect realistic production inputs, masking bugs that only surface with real data shapes. 2. **Edge-case coverage** — boundary conditions (empty collections, maximum field lengths, unicode characters, null-equivalent values) are under-represented in scenario outlines and step definitions. 3. **Data consistency** — the same logical entity (e.g., a `Resource`, `Actor`, or `Plan`) is defined differently across feature files, making cross-feature assertions unreliable. 4. **Shared fixtures** — there is no centralised fixture catalogue; each feature file re-declares its own data, leading to duplication and drift. ## Subtasks - [ ] Audit all existing mock data in `features/mocks/` and document gaps - [ ] Define a shared test-data catalogue (realistic, typed fixtures) covering core domain objects: `Resource`, `Actor`, `Plan`, `Skill`, `Tool` - [ ] Replace placeholder/empty mock values with realistic, production-representative data - [ ] Add scenario outlines for boundary and edge-case inputs (empty, max-length, unicode, null-equivalent) across all affected feature files - [ ] Ensure all mock implementations remain strictly within `features/mocks/` per CONTRIBUTING.md (no mocks in `robot/` or production code) - [ ] Update or add Behave step definitions to consume the new shared fixtures - [ ] Run `nox -e unit_tests` and confirm all scenarios pass - [ ] Run `nox -e coverage_report` and confirm coverage ≥ 97% - [ ] Run full `nox` suite and confirm all stages pass ## Definition of Done - [ ] All mock data in `features/mocks/` uses realistic, typed, production-representative values - [ ] A shared fixture catalogue exists and is consumed consistently across feature files - [ ] Boundary and edge-case scenarios are present for all core domain objects - [ ] No mock data or test doubles exist outside `features/mocks/` - [ ] All nox stages pass (`nox -e lint`, `nox -e typecheck`, `nox -e unit_tests`, `nox -e integration_tests`, `nox -e coverage_report`) - [ ] Coverage ≥ 97% - [ ] PR is reviewed and approved by ≥ 2 non-author contributors - [ ] PR is merged and linked issue is closed --- **Automated by CleverAgents Bot** Supervisor: Unknown | Agent: ca-new-issue-creator

freemo added this to the v3.8.0 milestone 2026-04-03 02:41:39 +00:00

freemo added a new dependency 2026-04-03 02:42:58 +00:00

#1678 Epic: CI Execution Time Optimization — Timeouts, Concurrency, and Coverage Artifact Sharing

freemo commented 2026-04-03 02:57:04 +00:00

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Issue triaged by project owner:

• State: Verified
• Priority: Medium (confirmed)
• Milestone: v3.8.0 (confirmed — test infrastructure)
• MoSCoW: Could Have — Improving test data quality is a long-term quality investment. The current tests pass and provide 97%+ coverage; this improves the reliability and realism of the test suite but does not block any deliverables.
• Parent Epic: #1678 (confirmed correct)

---

Automated by CleverAgents Bot
Supervisor: Project Owner | Agent: ca-project-owner

Issue triaged by project owner: - **State**: Verified - **Priority**: Medium (confirmed) - **Milestone**: v3.8.0 (confirmed — test infrastructure) - **MoSCoW**: Could Have — Improving test data quality is a long-term quality investment. The current tests pass and provide 97%+ coverage; this improves the reliability and realism of the test suite but does not block any deliverables. - **Parent Epic**: #1678 (confirmed correct) --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: ca-project-owner

freemo added the

MoSCoW

Could have

label 2026-04-03 03:00:59 +00:00

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fix/retry-policy-model-missing-fields

docs/validation-gate-empty-run-guard

auto-arch-15/spec-retry-policy-canonical-fields

docs/lockservice-advisory-locking

docs/changelog-plan-fix-4197

spec/milestone-plan-section

docs/update-changelog-recent-features

fix/test-infra-remove-redundant-python-variable-robot-files

timeline/day-104-2026-04-14-cycle2

fix/bdd-feature-file-tags

auto-arch-13/spec-default-automation-profile

docs/auto-docs-cycle-1-2026-04-12

docs/cycle-1-git-worktree-sandbox

spec/architecture-critical-gap-fixes

docs/timeline-day-104-auto-time-2

auto-arch-1/add-v380-v390-milestone-plan

docs/developer-setup-guide

fix/auto-profile-spec-prose-description

auto-arch-10/spec-tui-a2a-integration-layer

spec/resource-event-types-clarification

auto-docs-4/changelog-and-observability

auto-arch-4/adr-049-layered-boundary-enforcement

docs/a2a-protocol-autonomy-hardening

auto-arch-9/spec-v3.8.0-milestone-plan

docs/auto-docs-3-reference-index

auto-arch-7/spec-apply-git-worktree

docs/timeline-day104-cycle1-auto-time-4

docs/auto-docs-cycle-1-changelog-updates

auto-arch-6/adr-049-spec-restructuring

docs/auto-docs-1-v340-acms-context-management

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auto-arch-5/v3.9.0-milestone-plan

test/create-scripts

auto-time-1-day104

timeline/day-104-2026-04-14

docs/auto-time-4-day103-cycle5

auto-time-3-day103-cycle4

auto-docs-5-architecture-overview

spec/three-way-merge-strategy-v3.3.0

spec/checkpoint-system-v3.3.0

auto-docs-4-api-docs-update

auto-docs-1-changelog-expansion

spec/invariant-management-system-v3.2.0

pr-8289

spec/plan-correction-engine-v3.2.0

spec/layered-architecture-boundary-policy

spec/tui-materializer-a2a-integration-v3.7.0

spec/decision-recording-system-v3.2.0

docs/auto-docs-1-milestone-overview

pr-7484

pr-4212

auto-arch-3/v3.8.0-milestone-plan

auto-docs-6/troubleshooting-and-config

auto-time-1-day103-session5

auto-docs-5/contributor-guide-and-readme

docs/plan-tree-ulid-examples

docs/m3-spec-clarify-path-datetime-plugin-contracts

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auto-docs-3/user-guide-and-architecture

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spec/update-validation-attach-project-delete

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auto-arch-1/adr-049-052-violations

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docs/auto-docs-cycle-13-updates

docs/timeline-day-102-auto-time

timeline/day-103-2026-04-13

spec/arch-invariant-cli-completeness

spec/update-cycle1-validation-attach-project-delete

docs/add-session-management-showcase

spec/arch-sandbox-path-correction-cycle9

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docs/auto-docs-cycle-12-updates

docs/cycle-1-validation-gate-fix

docs/2026-04-08-unreleased-changelog

docs/auto-docs-cycle-2-2026-04-10

docs/session-4615-2026-04-08-cycle1

feat/issue-6361-shell-safety-service-tui

spec/architecture-cycle-25-new-features

fix/issue-6345-automation-profile-add-output

docs/timeline-day-102-2026-04-12

docs/cycle-2-git-worktree-acms-hydrator

spec/arch-sandbox-cleanup-discovery

docs/timeline-day96-2026-04-08

docs/auto-docs-cycle-11

spec/fix-sandbox-strategy-protocol-name

spec/arch-acms-tier-hydration

fix/v3.4.0/context-settings-defaults

docs/add-example-repl-and-actor-run

docs/auto-docs-cycle-10-updates

docs/session-4-2026-04-08-updates

docs/showcase-all-examples-consolidated

docs/timeline-day-97

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docs/add-example-output-format-flags

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timeline/day-101-2026-04-11

docs/timeline-day99-2026-04-09-v2

docs/auto-docs-cycle-2-worktree-acms

spec/architecture-v3.8.0-milestone-plan

docs/api-lsp-acms-reference

improvement/agent-bug-hunt-pool-supervisor-yaml-syntax-fix

spec/project-delete-deleted-at-field

spec/architecture-provider-registry-tui-materializer

spec/document-reconciliation-blocked-error-5942

fix/issue-7482-git-log-injection

spec/devcontainer-auto-discovery-schema

feat/issue-6350-conversation-content-pruning

docs/update-module-guides-2026-04-10

timeline/day-100-2026-04-10-auto-time-cycle1

timeline/day-99-2026-04-09-auto-time-v2

docs/cycle-3-module-guides

timeline/day-99-2026-04-09-auto-time

pr-4226

spec/additional-llm-providers-gemini-groq-cohere-together-ollama-mistral

spec/document-context-tier-hydrator-6175

docs/timeline-day99-2026-04-09

spec/invariant-cli-clarifications

docs/add-example-project-init-and-context-management

spec/reconciliation-blocked-error-documentation

spec/fix-invariant-precedence-reference-5861

spec/fix-plan-correct-accepts-plan-id-5558

spec/fix-validation-attach-synopsis-5328

docs/timeline-day-99-cycle-1

docs/timeline-day-99-cycle-2

fix/actor-context-list-regex-arg

docs/timeline-day-99-cycle-3

spec/arch-security-mode-init

docs/auto-docs-cycle-9-updates

fix-resource-fix-resource-remove-to-check-correct-edge-table

feat/issue-6434-tui-env-var-expansion

fix/issue-6321-plan-prompt-timing-field

fix/issue-6322-resource-add-url-flag

feat/issue-6348-sessions-screen

spec/plan-show-command

temp

feat/harden-label-restrictions-1775753628

spec/invariant-reconciliation-failure-behavior

spec/add-reconciliation-failure-behavior-5942

spec/architecture-corrections-cycle3

spec/checkpoint-trigger-names-and-config-key-fix

spec/fix-ai-provider-interface-5801

spec/azure-api-version-default-update

docs/auto-docs-writer-cycle1-labels

spec/fix-resource-type-yaml-format-5622

spec/add-plan-revert-resume-commands-5574

docs/auto-docs-cycle-1-2026-04-09

spec/plan-correct-plan-id-or-decision-id-5558

spec/fix-subgraph-node-actor-ref-field-5427

issue/5284-master-ci-fix

timeline/day-99-2026-04-09-v2

merge-me

docs/session-3377-initial-docs-update

fix/llm-provider-subpackage-exports

spec/arce-acronym-and-tui-keybinding-fixes

spec/architecture-corrections-cycle2

spec/architecture-corrections-cycle1

docs/cycle-1-updates

spec/tui-clarifications-session-export-persona

docs/session-4940-2026-04-08-cycle1

spec/architecture-milestone-plan-v3.2-v3.7

docs/session-4743-2026-04-08-cycle1

docs/timeline-day-98

fix/plan-lifecycle-service-rollback-method

docs/timeline-day98-2026-04-08-v2

docs/add-example-action-and-plan-management

docs/session-2026-04-06-updates

docs/ca-docs-writer-v3.8.1-2026-04-05

fix/session-tell-stub-missing-panels-and-actor-execution

improvement/agent-arch-guard-clone-failure-handling

improvement/agent-test-infra-health-spam-fix-v2

fix-tdd-invert-non-assertion-exceptions

improvement/agent-arch-guard-clone-failure

bugfix/3472-fix-tdd-inversion-logic

bugfix/989-fix-persistence-json-decode-error

improvement/agent-supervisor-tracking-labels-v2

docs/timeline-day95-v2

docs/timeline-day95-final

docs/update-lsp-api-and-changelog

fix/lsp-resource-handler-module-missing

docs/timeline-day95-final-2026-04-05

fix/a2a-plan-correct-rollback-wiring

docs/add-lsp-api-and-changelog-2026-04-05

fix/tool-registry-validation-type-discriminator

docs/v3.7.0-documentation-update

docs/ca-docs-writer-2026-04-05-cycle2

fix/invariant-set-merge-action-scope

docs/unreleased-feature-docs

fix/concurrency-cost-tracker-record-usage-race-condition

improvement/agent-ca-test-infra-improver-failure-handling

docs/update-changelog-mcp-plan-ci-2026-04-05

improvement/agent-pr-reviewer-milestone-prioritization

docs/timeline-day95-refresh-2026-04-05

improvement/agent-mandatory-labels-tracking-issues

docs/api-domain-providers-changelog-2026-04-05

docs/ca-docs-writer-2026-04-05

docs/timeline-day95-refresh

fix/skill-add-include-validation

docs/timeline-day-95-2026-04-05-update3

docs/timeline-day-95-2026-04-05-update2

docs/ci-incident-runbook-2597

improvement/agent-ca-test-infra-improver-worker-api-mode

docs/shell-safety-api-and-readme-highlights

docs/timeline-day-55-2026-04-04-v2

docs/timeline-day-55-2026-04-04

docs/timeline-day54-update3

improvement/agent-ca-test-infra-improver-fixes

spec/restructure-monolithic-to-split

docs/timeline-day54-update-v2

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fix-agents

docs/shell-safety-and-domain-base-model

fix/1452-impl

fix/1473-plan-cancel

fix/1425-test

fix/1426-config

fix/1421-perf

fix/1424-impl

test/int-wf16-devcontainer

feature/m8-tui-persona-export

feature/m7-post-resource-equivalence

test/e2e-m4-acceptance

feature/m6-tantivy-backend

feature/m6-estimation

feature/m6-estimation-report-model

feature/observability-prometheus-audit

feat/server-auth-namespace

feature/m8-session-editing

feature/llm-actor-subplan-wiring

feature/m8-tui-first-run-actor-selection

feature/m8-tui-conversation-block-catalog

feature/m8-tui-settings-screen

feature/m7-e2e-porting

feature/m6-estimation-historical-stats

feature/m8-tui-persona-export-import

feature/m8-tui-sessions-screen

feature/m7-graph-backend

feature/m8-tui-block-context-menu

feature/m8-tui-tool-call-expand

feature/m4-missing-builtin-tools

docs/v3.7.0-release-docs

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test/e2e-wf15-disaster-recovery

test/e2e-wf03-refactoring

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feature/m8-tui-prompt-history

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bugfix/m6-build-hierarchy-child-ids

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test/e2e-wf09-session

test/e2e-wf06-doc-generation

test/e2e-wf08-cloud-infra

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test/e2e-wf13-custom-profile

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test/e2e-wf01-hello-world

test/int-wf17-explicit-container

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feature/m3-tdd-issue-consistency-gate

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test/int-wf18-container-clone

test/int-wf01-hello-world

feature/m6-diagnostic-dashboard-health-categories

feature/m6-cli-polish

fix/e2e-db-isolation

feature/m7-post-tui

feature/m9-asgi-endpoint

feature/m7-post-server

tdd/m7-audit-session-race

tdd/m3-skill-add-regression

feature/m9-remote-repos

feature/fs-mount-file-types

tdd/container-resolve-crash

test/e2e-m1-acceptance

test/e2e-m2-acceptance

eugen.thaci-patch-3

eugen.thaci-patch-2

eugen.thaci-patch-1

aditya-fix-latest

feature/m4-secret-masking-llm-context

aditya-fix

refactor/m3-replace-mktemp

refactor/m3-remove-unittest-mock-integration

refactor/m3-remove-robot-mock-imports

refactor/m3-remove-mock-llm-integration

docs/improved-menu-adr

feature/m7-post-auth

feature/m3-fix-resource-bootstrap

feature/post-safety-profile-tests

integration/batch-2026-03-02

feat/slipcover

docs/safety-profile-spec-composition

integrate/freemo-batch-1

feature/m4-error-recovery

feature/m4-security-template

feature/m3-validation-pipeline

develop-aditya-2

feature/m3-diff-review

feature/m3-validation-apply

feature/m6-acp-stubs

feature/m4-correction-flows

feature/m1-plan-execute-runtime

feature/m4-security-exceptions

feature/m4-definition-of-done

feature/m4-correction-model

feature/m1-apply-pipeline

feature/m5-automation-profiles

feature/m2-lsp-stubs

feature/m3-invariants

feature/m1-actor-runtime

feature/docs-v2-restore

feature/m6-perf-scale

feature/m6-validation-edge

feature/m3-session-cli

feature/m1-persistence-tests-robot

feature/m3-config-cli

feature/m1-cli-tests-robot

feature/m5-subplan-tests

feature/m6-review-playbook

feature/aditya-m3-actor-loader

feature/m3-skill-protocol

feature/m4-automation-legacy-cleanup

feature/m3-change-model

feature/m3-skill-git

feature/m3-skill-registry

feature/m4-security-eval

fix/robot-tests

feature/m3-actor-registry

feature/m3-tool-cli

feature/m4-automation-profiles-cli

feature/m2-resource-cli-extensions

feature/m3-actor-loader

feature/m3-tool-domain-robot

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feature/m3-skill-cli

feature/m1-resource-db-robot-tests

feature/m3-session-domain-robot

feature/m1-persistence-tests

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ten-branches-backup

feature/m3-skill-schema

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feature/automation-profiles-and-resource-dag

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feature/m1-db-plan-phase-rebaseline

feat/B4-sandbox

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tests/unit-tests

latest/poetry-generator

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docs/readme-yaml-syntax

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intel_2_demo

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Feature

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Refactor

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Testing

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v3.8.0

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Blocks

#1678 Epic: CI Execution Time Optimization — Timeouts, Concurrency, and Coverage Artifact Sharing

cleveragents/cleveragents-core

Reference

cleveragents/cleveragents-core#2022

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