Introduce unified Task Abstraction layer and standalone Task Backend Worker service

[Deepak-Kesavan]

What

• Introduces a unified Task Abstraction layer for backend-agnostic task execution
• Adds support for multiple task backends: Celery, Hatchet, and Temporal
• Implements Task Backend Worker service with CLI, health checks, and monitoring
• Provides workflow orchestration capabilities (sequential/parallel execution)

Why

• Enables flexibility to switch between task backends without code changes
• Supports gradual migration from Celery to other task systems
• Improves scalability and reliability with multiple backend options
• Decouples application logic from specific task queue implementations

How

• Created unstract.task_abstraction library with TaskBackend interface
• Implemented backend adapters for Celery, Hatchet, and Temporal
• Added factory pattern for backend instantiation with auto-registration
• Built task-backend worker service with Docker, CLI, and configuration management
• Included comprehensive unit, contract, and integration tests
• Added examples for Django and prompt-service integration

Can this PR break any existing features. If yes, please list possible items. If no, please explain why. (PS: Admins do not merge the PR without this section filled)

No breaking changes. This is a new standalone service and library:

• All new code in separate directories (task-backend/, unstract/task-abstraction/)
• Does not modify existing services or APIs
• Designed for opt-in adoption through configuration
• Existing Celery implementations remain unchanged

Database Migrations

• No database migrations required
• Task backends manage their own state storage independently

Env Config

New environment variables (all optional, defaults provided):

Task Backend:

• TASK_BACKEND_TYPE: Backend selection (celery/hatchet/temporal, default: celery)
• TASK_BACKEND_WORKER_NAME: Worker identifier
• TASK_BACKEND_QUEUES: Comma-separated queue names
• TASK_BACKEND_CONCURRENCY: Worker concurrency level

Backend-specific:

• Celery: CELERY_BROKER_URL, CELERY_RESULT_BACKEND
• Hatchet: HATCHET_CLIENT_TOKEN, HATCHET_SERVER_URL
• Temporal: TEMPORAL_HOST, TEMPORAL_NAMESPACE

See task-backend/sample.env for complete configuration.

Relevant Docs

• task-backend/README.md: Worker service architecture and usage
• unstract/task-abstraction/README.md: Library API and backend details
• unstract/task-abstraction/examples/: Integration patterns

Related Issues or PRs

• UN-2813: Task abstraction layer epic
• UN-2563: Prompt service integration

Dependencies Versions

New dependencies:

• celery>=5.3.0 (optional, for Celery backend)
• hatchet-sdk>=0.20.0 (optional, for Hatchet backend)
• temporalio>=1.4.0 (optional, for Temporal backend)
• Docker Compose profiles for local development stacks

Notes on Testing

Test coverage:

• Unit tests: Core interfaces, config, factory, models
• Contract tests: Backend adapter compliance, migration API
• Integration tests: End-to-end workflows, cross-backend compatibility, circuit breaker, feature flags

Running tests:

cd unstract/task-abstraction
python tests/run_tests.py  # Runs all test suites
pytest tests/unit/         # Unit tests only
pytest tests/integration/  # Integration tests (requires backends)

Local development:

cd task-backend
docker-compose --profile celery up      # Celery stack
docker-compose --profile temporal up    # Temporal stack
docker-compose --profile monitoring up  # Prometheus + Grafana

Screenshots

N/A - Backend service with no UI changes

Checklist

• [x] I have read and understood the Contribution Guidelines
• [x] Added comprehensive tests (unit, contract, integration)
• [x] Updated documentation (READMEs, examples)
• [x] No breaking changes to existing code
• [x] Environment configuration documented

[coderabbitai[bot]]

Summary by CodeRabbit

• New Features
  • Introduced Task Backend Worker with selectable backends (Celery, Hatchet, Temporal), CLI, health checks, and sample tasks/workflows.
  • Added production-ready Docker image and docker-compose for local stacks (Redis, Temporal, Postgres) with optional monitoring (Prometheus, Grafana).
• Documentation
  • Added comprehensive READMEs and sample environment configuration with usage, setup, and configuration guidance.
• Chores
  • Packaged components with project metadata, dependencies, and developer tooling.
• Tests
  • Added unit, contract, and integration tests covering backends, workflows, configuration, and rollout scenarios.

Walkthrough

Introduces a new Task Backend worker service and packaging: Dockerfile, compose stack, environment, config, CLI, health checks, tasks, and worker orchestration. Adds a full task-abstraction library with Celery, Hatchet, and Temporal backends, configuration/factory, workflow primitives, and extensive tests (unit, contract, integration), plus tooling metadata.

Changes

Cohort / File(s)	Summary
Task Backend: Ops & Packaging task-backend/Dockerfile, task-backend/docker-compose.yml, task-backend/pyproject.toml, task-backend/sample.env, task-backend/README.md	New production Dockerfile, multi-service docker-compose (Redis, Celery, Hatchet, Temporal, Postgres, Prometheus, Grafana), project packaging/config/extras, sample env, and service README.
Task Backend: Package Init & CLI task-backend/src/unstract/task_backend/__init__.py, task-backend/src/unstract/task_backend/cli.py, task-backend/src/unstract/task_backend/cli/__init__.py, task-backend/src/unstract/task_backend/cli/main.py	Adds package exports, minimal CLI bootstrap, CLI package stub, and a full CLI (arg parsing, logging, overrides, health-check, task listing, signal handling, entrypoint).
Task Backend: Config & Health task-backend/src/unstract/task_backend/config.py, task-backend/src/unstract/task_backend/health.py	Introduces Pydantic-based backend configs (Celery, Hatchet, Temporal) and a health checking subsystem (configuration, dependencies, backend connectivity).
Task Backend: Tasks & Worker task-backend/src/unstract/task_backend/tasks.py, task-backend/src/unstract/task_backend/worker.py	Adds sample tasks and the TaskBackendWorker to select backend, resolve queues, register tasks, start worker, and handle signals.
Task Backend: Tests task-backend/test_simple.py, task-backend/test_tasks.py, task-backend/test_workflow.py, task-backend/test_workflow_patterns.py	Adds scripts to register/submit tasks, poll results, and exercise workflow patterns across backends.
Task Abstraction: Repo Meta unstract/task-abstraction/.gitignore, unstract/task-abstraction/README.md, unstract/task-abstraction/pyproject.toml	Adds ignore rules, library README, and packaging/tooling configuration with optional backend extras.
Task Abstraction: Public API Surface unstract/task-abstraction/src/unstract/task_abstraction/__init__.py	Aggregates and re-exports core interfaces, models, factory, tasks, workflows; sets version.
Task Abstraction: Core Interfaces & Models .../base.py, .../models.py, .../config.py, .../factory.py	Adds abstract TaskBackend interface, TaskResult/BackendConfig models, config loaders (env/file/default), and backend factory/registry with auto-registration.
Task Abstraction: Backends .../backends/__init__.py, .../backends/celery.py, .../backends/hatchet.py, .../backends/temporal.py	Implements Celery, Hatchet, and Temporal backends: task registration, submit, result mapping, worker run, connectivity checks, workflow helpers.
Task Abstraction: Tasks Catalog .../tasks/__init__.py, .../tasks/core/__init__.py, .../tasks/core/basic_operations.py, .../tasks/core/data_processing.py, .../tasks/core/system_tasks.py	Adds core task sets (basic ops, data processing, system tasks) and a registry aggregator.
Task Abstraction: Workflow Primitives .../workflow.py	Adds WorkflowStep, Sequential/Parallel patterns, WorkflowDefinition, Executor, and decorators/registration helpers.
Task Abstraction: “Bloated” Variants .../base_bloated.py, .../models_bloated.py, .../workflow_bloated.py	Introduces extended experimental interfaces/models/workflow with persistence, DLQ, retries, and richer execution config.
Task Abstraction: Test Config & Runner unstract/task-abstraction/tests/pytest.ini, unstract/task-abstraction/tests/run_tests.py	Adds pytest configuration (markers, env, coverage) and a standalone test runner script.
Task Abstraction: Tests — Unit unstract/task-abstraction/tests/unit/*	Unit tests for base interface, models, config, and factory using a mock backend.
Task Abstraction: Tests — Contract unstract/task-abstraction/tests/contract/*	Contract tests for TaskBackend, Celery adapter, and migration API scaffolding.
Task Abstraction: Tests — Integration unstract/task-abstraction/tests/integration/*	Integration tests for backend selection, Celery/Temporal backends, cross-backend compatibility, E2E flows, feature flag rollout, and service replacement scenarios.

Sequence Diagram(s)

sequenceDiagram
  autonumber
  participant User
  participant CLI as task-backend CLI
  participant CFG as Config Loader
  participant HC as HealthChecker
  participant W as TaskBackendWorker
  participant F as Factory (get_backend)
  participant B as Backend (Celery/Hatchet/Temporal)

  User->>CLI: task-backend-worker [args]
  CLI->>CFG: load env/config
  CLI->>CLI: apply CLI overrides
  alt --health-check
    CLI->>HC: check_all()
    HC->>F: get_backend(config)
    F->>B: create backend instance
    HC->>B: is_connected()
    B-->>HC: connectivity status
    HC-->>CLI: HealthStatus
    CLI-->>User: exit code
  else start worker
    CLI->>W: instantiate(config, queues, concurrency)
    W->>F: get_backend(config)
    F->>B: create backend instance
    W->>B: register tasks (TASK_REGISTRY)
    W->>B: run_worker()
  end

sequenceDiagram
  autonumber
  participant Client as Test/Caller
  participant F as Factory (get_backend)
  participant B as Backend
  participant Q as Queue/Broker
  participant R as Result Store

  Client->>F: get_backend()
  F->>B: create backend (per TASK_BACKEND_TYPE)
  Client->>B: register_task(fn, name)
  Client->>B: submit(name, *args, **kwargs)
  B->>Q: enqueue task
  Q-->>B: dispatch/execute
  B->>R: store result/status
  Client->>B: get_result(task_id)
  B->>R: fetch status/result
  R-->>B: TaskResult
  B-->>Client: TaskResult

sequenceDiagram
  autonumber
  participant Dev as Developer
  participant WF as WorkflowDefinition
  participant Exec as WorkflowExecutor
  participant B as Backend

  Dev->>B: register_task(...)
  Dev->>B: register_workflow(WF)
  Dev->>B: submit_workflow(name, input)
  B->>Exec: execute_workflow(WF, input)
  loop Patterns
    Exec->>B: submit(step.task_name, kwargs)
    B-->>Exec: task_id
    Exec->>B: get_result(task_id) [poll]
    B-->>Exec: TaskResult
  end
  Exec-->>B: final result
  Dev->>B: get_workflow_result(id)
  B-->>Dev: WorkflowResult/TaskResult

Estimated code review effort

🎯 5 (Critical) | ⏱️ ~120 minutes

Pre-merge checks and finishing touches

❌ Failed checks (1 warning)

Check name	Status	Explanation	Resolution
Docstring Coverage	⚠️ Warning	Docstring coverage is 75.91% which is insufficient. The required threshold is 80.00%.	You can run @coderabbitai generate docstrings to improve docstring coverage.

✅ Passed checks (2 passed)

Check name	Status	Explanation
Title Check	✅ Passed	The title clearly and concisely summarizes the primary change by highlighting the addition of a unified Task Abstraction layer and a standalone Task Backend Worker service, matching the core intent of the pull request without extra noise or ambiguity.
Description Check	✅ Passed	The pull request description fully adheres to the repository’s template by providing detailed content under each required section from What through Checklist, including environment configuration, migration notes, dependencies, testing instructions, and documentation links, ensuring completeness and clarity.

✨ Finishing touches

• [ ] 📝 Generate docstrings

🧪 Generate unit tests (beta)

• [ ] Create PR with unit tests
• [ ] Post copyable unit tests in a comment
• [ ] Commit unit tests in branch UN-2813-task-abstraction-layer

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$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestPreconfiguredDecorators.test\_retry\_platform\_service\_call\_exists}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestPreconfiguredDecorators.test\_retry\_prompt\_service\_call\_exists}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestPreconfiguredDecorators.test\_platform\_service\_decorator\_retries\_on\_connection\_error}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestPreconfiguredDecorators.test\_prompt\_service\_decorator\_retries\_on\_timeout}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryLogging.test\_warning\_logged\_on\_retry}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryLogging.test\_info\_logged\_on\_success\_after\_retry}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryLogging.test\_exception\_logged\_on\_giving\_up}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{TOTAL}}$$		$$\textcolor{#23d18b}{\tt{66}}$$	$$\textcolor{#23d18b}{\tt{66}}$$

[github-actions[bot]]

Test Results

Summary

• ✅ Runner Tests: 11 passed, 0 failed (11 total)
• ✅ SDK1 Tests: 66 passed, 0 failed (66 total)

---

Runner Tests - Full Report

filepath	function	$$\textcolor{#23d18b}{\tt{passed}}$$	SUBTOTAL
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$	$$\textcolor{#23d18b}{\tt{test\_logs}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$	$$\textcolor{#23d18b}{\tt{test\_cleanup}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$	$$\textcolor{#23d18b}{\tt{test\_cleanup\_skip}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$	$$\textcolor{#23d18b}{\tt{test\_client\_init}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$	$$\textcolor{#23d18b}{\tt{test\_get\_image\_exists}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$	$$\textcolor{#23d18b}{\tt{test\_get\_image}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$	$$\textcolor{#23d18b}{\tt{test\_get\_container\_run\_config}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$	$$\textcolor{#23d18b}{\tt{test\_get\_container\_run\_config\_without\_mount}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$	$$\textcolor{#23d18b}{\tt{test\_run\_container}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$	$$\textcolor{#23d18b}{\tt{test\_get\_image\_for\_sidecar}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$	$$\textcolor{#23d18b}{\tt{test\_sidecar\_container}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{TOTAL}}$$		$$\textcolor{#23d18b}{\tt{11}}$$	$$\textcolor{#23d18b}{\tt{11}}$$

SDK1 Tests - Full Report

filepath	function	$$\textcolor{#23d18b}{\tt{passed}}$$	SUBTOTAL
$$\textcolor{#23d18b}{\tt{tests/test\_platform.py}}$$	$$\textcolor{#23d18b}{\tt{TestPlatformHelperRetry.test\_success\_on\_first\_attempt}}$$	$$\textcolor{#23d18b}{\tt{2}}$$	$$\textcolor{#23d18b}{\tt{2}}$$
$$\textcolor{#23d18b}{\tt{tests/test\_platform.py}}$$	$$\textcolor{#23d18b}{\tt{TestPlatformHelperRetry.test\_retry\_on\_connection\_error}}$$	$$\textcolor{#23d18b}{\tt{2}}$$	$$\textcolor{#23d18b}{\tt{2}}$$
$$\textcolor{#23d18b}{\tt{tests/test\_platform.py}}$$	$$\textcolor{#23d18b}{\tt{TestPlatformHelperRetry.test\_non\_retryable\_http\_error}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/test\_platform.py}}$$	$$\textcolor{#23d18b}{\tt{TestPlatformHelperRetry.test\_retryable\_http\_errors}}$$	$$\textcolor{#23d18b}{\tt{3}}$$	$$\textcolor{#23d18b}{\tt{3}}$$
$$\textcolor{#23d18b}{\tt{tests/test\_platform.py}}$$	$$\textcolor{#23d18b}{\tt{TestPlatformHelperRetry.test\_post\_method\_retry}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/test\_platform.py}}$$	$$\textcolor{#23d18b}{\tt{TestPlatformHelperRetry.test\_retry\_logging}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/test\_prompt.py}}$$	$$\textcolor{#23d18b}{\tt{TestPromptToolRetry.test\_success\_on\_first\_attempt}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/test\_prompt.py}}$$	$$\textcolor{#23d18b}{\tt{TestPromptToolRetry.test\_retry\_on\_errors}}$$	$$\textcolor{#23d18b}{\tt{2}}$$	$$\textcolor{#23d18b}{\tt{2}}$$
$$\textcolor{#23d18b}{\tt{tests/test\_prompt.py}}$$	$$\textcolor{#23d18b}{\tt{TestPromptToolRetry.test\_wrapper\_methods\_retry}}$$	$$\textcolor{#23d18b}{\tt{4}}$$	$$\textcolor{#23d18b}{\tt{4}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_connection\_error\_is\_retryable}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_timeout\_is\_retryable}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_http\_error\_retryable\_status\_codes}}$$	$$\textcolor{#23d18b}{\tt{3}}$$	$$\textcolor{#23d18b}{\tt{3}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_http\_error\_non\_retryable\_status\_codes}}$$	$$\textcolor{#23d18b}{\tt{5}}$$	$$\textcolor{#23d18b}{\tt{5}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_http\_error\_without\_response}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_os\_error\_retryable\_errno}}$$	$$\textcolor{#23d18b}{\tt{5}}$$	$$\textcolor{#23d18b}{\tt{5}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_os\_error\_non\_retryable\_errno}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_other\_exception\_not\_retryable}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCalculateDelay.test\_exponential\_backoff\_without\_jitter}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCalculateDelay.test\_exponential\_backoff\_with\_jitter}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCalculateDelay.test\_max\_delay\_cap}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCalculateDelay.test\_max\_delay\_cap\_with\_jitter}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_successful\_call\_first\_attempt}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_retry\_after\_transient\_failure}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_max\_retries\_exceeded}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_max\_time\_exceeded}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_retry\_with\_custom\_predicate}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_no\_retry\_with\_predicate\_false}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_exception\_not\_in\_tuple\_not\_retried}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_delay\_would\_exceed\_max\_time}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_default\_configuration}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_environment\_variable\_configuration}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_invalid\_max\_retries}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_invalid\_max\_time}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_invalid\_base\_delay}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_invalid\_multiplier}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_jitter\_values}}$$	$$\textcolor{#23d18b}{\tt{2}}$$	$$\textcolor{#23d18b}{\tt{2}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_custom\_exceptions\_only}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_custom\_predicate\_only}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_both\_exceptions\_and\_predicate}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_exceptions\_match\_but\_predicate\_false}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestPreconfiguredDecorators.test\_retry\_platform\_service\_call\_exists}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestPreconfiguredDecorators.test\_retry\_prompt\_service\_call\_exists}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestPreconfiguredDecorators.test\_platform\_service\_decorator\_retries\_on\_connection\_error}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestPreconfiguredDecorators.test\_prompt\_service\_decorator\_retries\_on\_timeout}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryLogging.test\_warning\_logged\_on\_retry}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryLogging.test\_info\_logged\_on\_success\_after\_retry}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$	$$\textcolor{#23d18b}{\tt{TestRetryLogging.test\_exception\_logged\_on\_giving\_up}}$$	$$\textcolor{#23d18b}{\tt{1}}$$	$$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{TOTAL}}$$		$$\textcolor{#23d18b}{\tt{66}}$$	$$\textcolor{#23d18b}{\tt{66}}$$

[sonarqubecloud[bot]]

Quality Gate failed

Failed conditions
10 Security Hotspots
3.4% Duplication on New Code (required ≤ 3%)
E Reliability Rating on New Code (required ≥ A)

See analysis details on SonarQube Cloud

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