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⚠️ Dependabot is rebasing this PR ⚠️

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Updates the requirements on fastmcp to permit the latest version.

Release notes

Sourced from fastmcp's releases.

v2.14.0: Task and You Shall Receive

FastMCP 2.14 begins adopting the MCP 2025-11-25 specification, headlined by protocol-native background tasks that let long-running operations report progress without blocking clients. This release also graduates the OpenAPI parser to standard, adds first-class support for several new spec features, and removes deprecated APIs accumulated across the 2.x series.

Background Tasks (SEP-1686)

Long-running operations (like tool calls) normally block MCP clients until they complete. The new MCP background task protocol (SEP-1686) lets clients start operations, track progress, and retrieve results without blocking. For FastMCP users, taking advantage of this new functionality is as easy as adding task=True to any async decorator. Under the hood, it's powered by Docket, the enterprise task scheduler at the heart of Prefect Cloud that handles millions of concurrent tasks every day.

from fastmcp import FastMCP
from fastmcp.dependencies import Progress
mcp = FastMCP("MyServer")
@​mcp.tool(task=True)
async def train_model(dataset: str, progress: Progress = Progress()) -> str:
await progress.set_total(100)
for epoch in range(100):
# ... training work ...
await progress.increment()
return "Model trained successfully"

Clients that call this tool in task-augmented mode (for FastMCP clients, that merely means another task=True!) receive a task ID immediately, poll for progress updates, and fetch results when ready. Background tasks work out-of-the-box with an in-memory backend, and users can optionally provide a Redis URL for persistence, horizontal scaling, and single-digit millisecond task pickup latency. When using Redis, users can also add additional Docket workers to scale out their task processing.

Read the docs here!

OpenAPI Parser Promotion

The experimental OpenAPI parser graduates to standard. The new architecture delivers improved performance through single-pass schema processing and cleaner internal abstractions. Existing code works unchanged; users of the experimental module should update their imports.

MCP 2025-11-25 Spec Support

This release begins adopting the MCP 2025-11-25 specification. Beyond the core SDK updates, FastMCP adds first-class developer experiences for:

  • SEP-1686: Background tasks with progress tracking
  • SEP-1699: SSE polling and event resumability, with full AsyncKeyValue support
  • SEP-1330: Multi-select enum elicitation schemas
  • SEP-1034: Default values for elicitation schemas
  • SEP-986: Tool name validation at registration time

As the MCP SDK continues to adopt more of the specification, FastMCP will add corresponding high-level APIs.

Breaking Changes & Cleanup

This release removes deprecated APIs accumulated across the 2.x series: BearerAuthProvider, Context.get_http_request(), the dependencies parameter, legacy resource prefix formats, and several deprecated methods. The upgrade guide provides migration paths for each.

What's Changed

... (truncated)

Changelog

Sourced from fastmcp's changelog.


title: "Changelog" icon: "list-check" rss: true

v2.13.0: Cache Me If You Can

FastMCP 2.13 "Cache Me If You Can" represents a fundamental maturation of the framework. After months of community feedback on authentication and state management, this release delivers the infrastructure FastMCP needs to handle production workloads: persistent storage, response caching, and pragmatic OAuth improvements that reflect real-world deployment challenges.

💾 Pluggable storage backends bring persistent state to FastMCP servers. Built on py-key-value-aio, a new library from FastMCP maintainer Bill Easton (@​strawgate), the storage layer provides encrypted disk storage by default, platform-aware token management, and a simple key-value interface for application state. We're excited to bring this elegantly designed library into the FastMCP ecosystem - it's both powerful and remarkably easy to use, including wrappers to add encryption, TTLs, caching, and more to backends ranging from Elasticsearch, Redis, DynamoDB, filesystem, in-memory, and more! OAuth providers now automatically persist tokens across restarts, and developers can store arbitrary state without reaching for external databases. This foundation enables long-running sessions, cached credentials, and stateful applications built on MCP.

🔐 OAuth maturity brings months of production learnings into the framework. The new consent screen prevents confused deputy and authorization bypass attacks discovered in earlier versions while providing a clean UX with customizable branding. The OAuth proxy now issues its own tokens with automatic key derivation from client secrets, and RFC 7662 token introspection support enables enterprise auth flows. Path prefix mounting enables OAuth-protected servers to integrate into existing web applications under custom paths like /api, and MCP 1.17+ compliance with RFC 9728 ensures protocol compatibility. Combined with improved error handling and platform-aware token storage, OAuth is now production-ready and security-hardened for serious applications.

FastMCP now supports out-of-the-box authentication with:

Response Caching Middleware dramatically improves performance for expensive operations. Cache tool and resource responses with configurable TTLs, reducing redundant API calls and speeding up repeated queries.

🔄 Server lifespans provide proper initialization and cleanup hooks that run once per server instance instead of per client session. This fixes a long-standing source of confusion in the MCP SDK and enables proper resource management for database connections, background tasks, and other server-level state. Note: this is a breaking behavioral change if you were using the lifespan parameter.

Developer experience improvements include Pydantic input validation for better type safety, icon support for richer UX, RFC 6570 query parameters for resource templates, improved Context API methods (list_resources, list_prompts, get_prompt), and async file/directory resources.

This release includes contributions from 20 new contributors and represents the largest feature set in a while. Thank you to everyone who tested preview builds and filed issues - your feedback shaped these improvements!

Full Changelog: v2.12.5...v2.13.0

v2.12.5: Safety Pin

FastMCP 2.12.5 is a point release that pins the MCP SDK version below 1.17, which introduced a change affecting FastMCP users with auth providers mounted as part of a larger application. This ensures the .well-known payload appears in the expected location when using FastMCP authentication providers with composite applications.

What's Changed

Fixes 🐞

... (truncated)

Commits
  • 3d6fd46 chore: remove tests/test_examples.py (#2593)
  • 03b62d2 feat: handle error from the initialize middleware (#2531)
  • 95e58e8 fix: preserve exception propagation through transport cleanup (#2591)
  • 855e01e chore: Update SDK documentation (#2588)
  • d56f55a Add smart fallback for missing access token expiry (#2587)
  • d35b867 chore: Update SDK documentation (#2517)
  • 080ffa5 Fix nested server mount routing for 3+ levels deep (#2586)
  • 0bcd69c Remove overly restrictive MIME type validation from Resource (#2585)
  • 9b41d16 Remove deprecated mount/import argument order and separator params (#2582)
  • 95fb8b4 Fix proxy tool result meta attribute forwarding (#2526)
  • Additional commits viewable in compare view

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Note

Expand mcp extra requirement to fastmcp>=2.12.3,<2.15.0 in pyproject.toml to permit v2.14.x.

Written by Cursor Bugbot for commit 2346a5e. This will update automatically on new commits. Configure here.

Updates the requirements on [fastmcp](https://github.com/jlowin/fastmcp) to permit the latest version.
- [Release notes](https://github.com/jlowin/fastmcp/releases)
- [Changelog](https://github.com/jlowin/fastmcp/blob/main/docs/changelog.mdx)
- [Commits](jlowin/fastmcp@v2.12.3...v2.14.0)

---
updated-dependencies:
- dependency-name: fastmcp
  dependency-version: 2.14.0
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <[email protected]>
@dependabot dependabot bot added dependencies Pull requests that update a dependency file python Pull requests that update python code labels Dec 12, 2025
@dependabot dependabot bot added dependencies Pull requests that update a dependency file python Pull requests that update python code labels Dec 12, 2025
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📜 Docstring Coverage Report

RESULT: PASSED (minimum: 30.0%, actual: 75.5%)

Detailed Coverage Report
======= Coverage for /home/runner/work/application-sdk/application-sdk/ ========
----------------------------------- Summary ------------------------------------
| Name                                                                              | Total | Miss | Cover | Cover% |
|-----------------------------------------------------------------------------------|-------|------|-------|--------|
| application_sdk/__init__.py                                                       |     1 |    0 |     1 |   100% |
| application_sdk/constants.py                                                      |     1 |    0 |     1 |   100% |
| application_sdk/version.py                                                        |     1 |    0 |     1 |   100% |
| application_sdk/worker.py                                                         |     4 |    0 |     4 |   100% |
| application_sdk/activities/__init__.py                                            |    10 |    0 |    10 |   100% |
| application_sdk/activities/lock_management.py                                     |     3 |    0 |     3 |   100% |
| application_sdk/activities/common/__init__.py                                     |     1 |    1 |     0 |     0% |
| application_sdk/activities/common/models.py                                       |     3 |    1 |     2 |    67% |
| application_sdk/activities/common/utils.py                                        |     9 |    1 |     8 |    89% |
| application_sdk/activities/metadata_extraction/__init__.py                        |     1 |    1 |     0 |     0% |
| application_sdk/activities/metadata_extraction/base.py                            |     5 |    1 |     4 |    80% |
| application_sdk/activities/metadata_extraction/rest.py                            |     1 |    1 |     0 |     0% |
| application_sdk/activities/metadata_extraction/sql.py                             |    25 |    5 |    20 |    80% |
| application_sdk/activities/query_extraction/__init__.py                           |     1 |    1 |     0 |     0% |
| application_sdk/activities/query_extraction/sql.py                                |    13 |    1 |    12 |    92% |
| application_sdk/application/__init__.py                                           |    10 |    3 |     7 |    70% |
| application_sdk/application/metadata_extraction/sql.py                            |     7 |    1 |     6 |    86% |
| application_sdk/clients/__init__.py                                               |     4 |    0 |     4 |   100% |
| application_sdk/clients/atlan.py                                                  |     5 |    3 |     2 |    40% |
| application_sdk/clients/atlan_auth.py                                             |    10 |    0 |    10 |   100% |
| application_sdk/clients/base.py                                                   |     6 |    1 |     5 |    83% |
| application_sdk/clients/models.py                                                 |     3 |    0 |     3 |   100% |
| application_sdk/clients/redis.py                                                  |    27 |    0 |    27 |   100% |
| application_sdk/clients/sql.py                                                    |    16 |    0 |    16 |   100% |
| application_sdk/clients/temporal.py                                               |    14 |    1 |    13 |    93% |
| application_sdk/clients/utils.py                                                  |     2 |    1 |     1 |    50% |
| application_sdk/clients/workflow.py                                               |     9 |    2 |     7 |    78% |
| application_sdk/common/__init__.py                                                |     1 |    1 |     0 |     0% |
| application_sdk/common/aws_utils.py                                               |    10 |    1 |     9 |    90% |
| application_sdk/common/dapr_utils.py                                              |     2 |    1 |     1 |    50% |
| application_sdk/common/dataframe_utils.py                                         |     2 |    1 |     1 |    50% |
| application_sdk/common/error_codes.py                                             |    14 |    2 |    12 |    86% |
| application_sdk/common/file_converter.py                                          |     9 |    5 |     4 |    44% |
| application_sdk/common/utils.py                                                   |    16 |    2 |    14 |    88% |
| application_sdk/decorators/__init__.py                                            |     1 |    1 |     0 |     0% |
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| application_sdk/docgen/models/manifest/internal.py                                |     2 |    1 |     1 |    50% |
| application_sdk/docgen/models/manifest/metadata.py                                |     2 |    1 |     1 |    50% |
| application_sdk/docgen/models/manifest/page.py                                    |     2 |    1 |     1 |    50% |
| application_sdk/docgen/models/manifest/section.py                                 |     2 |    1 |     1 |    50% |
| application_sdk/docgen/parsers/__init__.py                                        |     1 |    1 |     0 |     0% |
| application_sdk/docgen/parsers/directory.py                                       |    13 |    2 |    11 |    85% |
| application_sdk/docgen/parsers/manifest.py                                        |     6 |    1 |     5 |    83% |
| application_sdk/events/__init__.py                                                |     1 |    0 |     1 |   100% |
| application_sdk/events/models.py                                                  |    13 |    1 |    12 |    92% |
| application_sdk/handlers/__init__.py                                              |     7 |    1 |     6 |    86% |
| application_sdk/handlers/base.py                                                  |     7 |    1 |     6 |    86% |
| application_sdk/handlers/sql.py                                                   |    19 |    6 |    13 |    68% |
| application_sdk/inputs/__init__.py                                                |     7 |    1 |     6 |    86% |
| application_sdk/inputs/iceberg.py                                                 |     7 |    3 |     4 |    57% |
| application_sdk/inputs/json.py                                                    |     7 |    1 |     6 |    86% |
| application_sdk/inputs/parquet.py                                                 |     7 |    1 |     6 |    86% |
| application_sdk/inputs/sql_query.py                                               |    11 |    1 |    10 |    91% |
| application_sdk/interceptors/__init__.py                                          |     1 |    1 |     0 |     0% |
| application_sdk/interceptors/cleanup.py                                           |     7 |    1 |     6 |    86% |
| application_sdk/interceptors/events.py                                            |     9 |    1 |     8 |    89% |
| application_sdk/interceptors/lock.py                                              |    10 |    2 |     8 |    80% |
| application_sdk/observability/__init__.py                                         |     1 |    1 |     0 |     0% |
| application_sdk/observability/logger_adaptor.py                                   |    31 |    3 |    28 |    90% |
| application_sdk/observability/metrics_adaptor.py                                  |    16 |    2 |    14 |    88% |
| application_sdk/observability/observability.py                                    |    24 |    1 |    23 |    96% |
| application_sdk/observability/traces_adaptor.py                                   |    16 |    1 |    15 |    94% |
| application_sdk/observability/utils.py                                            |     4 |    1 |     3 |    75% |
| application_sdk/observability/decorators/observability_decorator.py               |     7 |    4 |     3 |    43% |
| application_sdk/outputs/__init__.py                                               |    14 |    0 |    14 |   100% |
| application_sdk/outputs/iceberg.py                                                |     5 |    1 |     4 |    80% |
| application_sdk/outputs/json.py                                                   |     8 |    1 |     7 |    88% |
| application_sdk/outputs/parquet.py                                                |    15 |    1 |    14 |    93% |
| application_sdk/server/__init__.py                                                |     4 |    0 |     4 |   100% |
| application_sdk/server/fastapi/__init__.py                                        |    24 |    5 |    19 |    79% |
| application_sdk/server/fastapi/models.py                                          |    27 |   27 |     0 |     0% |
| application_sdk/server/fastapi/utils.py                                           |     2 |    0 |     2 |   100% |
| application_sdk/server/fastapi/middleware/logmiddleware.py                        |     4 |    4 |     0 |     0% |
| application_sdk/server/fastapi/middleware/metrics.py                              |     3 |    3 |     0 |     0% |
| application_sdk/server/fastapi/routers/__init__.py                                |     1 |    1 |     0 |     0% |
| application_sdk/server/fastapi/routers/server.py                                  |     8 |    2 |     6 |    75% |
| application_sdk/server/mcp/__init__.py                                            |     1 |    1 |     0 |     0% |
| application_sdk/server/mcp/models.py                                              |     2 |    2 |     0 |     0% |
| application_sdk/server/mcp/server.py                                              |     5 |    0 |     5 |   100% |
| application_sdk/services/__init__.py                                              |     1 |    0 |     1 |   100% |
| application_sdk/services/atlan_storage.py                                         |     5 |    0 |     5 |   100% |
| application_sdk/services/eventstore.py                                            |     4 |    0 |     4 |   100% |
| application_sdk/services/objectstore.py                                           |    15 |    0 |    15 |   100% |
| application_sdk/services/secretstore.py                                           |    14 |    0 |    14 |   100% |
| application_sdk/services/statestore.py                                            |     8 |    1 |     7 |    88% |
| application_sdk/test_utils/__init__.py                                            |     1 |    1 |     0 |     0% |
| application_sdk/test_utils/workflow_monitoring.py                                 |     3 |    0 |     3 |   100% |
| application_sdk/test_utils/e2e/__init__.py                                        |    14 |    2 |    12 |    86% |
| application_sdk/test_utils/e2e/base.py                                            |    16 |    2 |    14 |    88% |
| application_sdk/test_utils/e2e/client.py                                          |    10 |    2 |     8 |    80% |
| application_sdk/test_utils/e2e/conftest.py                                        |     1 |    1 |     0 |     0% |
| application_sdk/test_utils/e2e/utils.py                                           |     3 |    1 |     2 |    67% |
| application_sdk/test_utils/hypothesis/__init__.py                                 |     1 |    1 |     0 |     0% |
| application_sdk/test_utils/hypothesis/strategies/__init__.py                      |     1 |    1 |     0 |     0% |
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| application_sdk/test_utils/hypothesis/strategies/temporal.py                      |     6 |    1 |     5 |    83% |
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| application_sdk/test_utils/hypothesis/strategies/common/logger.py                 |     3 |    0 |     3 |   100% |
| application_sdk/test_utils/hypothesis/strategies/handlers/__init__.py             |     1 |    1 |     0 |     0% |
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| application_sdk/test_utils/scale_data_generator/__init__.py                       |     1 |    1 |     0 |     0% |
| application_sdk/test_utils/scale_data_generator/config_loader.py                  |    10 |    4 |     6 |    60% |
| application_sdk/test_utils/scale_data_generator/data_generator.py                 |    10 |    3 |     7 |    70% |
| application_sdk/test_utils/scale_data_generator/driver.py                         |     3 |    3 |     0 |     0% |
| application_sdk/test_utils/scale_data_generator/output_handler/__init__.py        |     1 |    1 |     0 |     0% |
| application_sdk/test_utils/scale_data_generator/output_handler/base.py            |     7 |    3 |     4 |    57% |
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| application_sdk/test_utils/scale_data_generator/output_handler/parquet_handler.py |     6 |    6 |     0 |     0% |
| application_sdk/transformers/__init__.py                                          |     3 |    1 |     2 |    67% |
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| application_sdk/transformers/atlas/sql.py                                         |    25 |    4 |    21 |    84% |
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| application_sdk/transformers/common/utils.py                                      |     6 |    0 |     6 |   100% |
| application_sdk/transformers/query/__init__.py                                    |    11 |    2 |     9 |    82% |
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| application_sdk/workflows/metadata_extraction/__init__.py                         |     2 |    2 |     0 |     0% |
| application_sdk/workflows/metadata_extraction/sql.py                              |     8 |    0 |     8 |   100% |
| application_sdk/workflows/query_extraction/__init__.py                            |     2 |    2 |     0 |     0% |
| application_sdk/workflows/query_extraction/sql.py                                 |     4 |    0 |     4 |   100% |
| examples/application_custom_fastapi.py                                            |    14 |   14 |     0 |     0% |
| examples/application_fastapi.py                                                   |     9 |    9 |     0 |     0% |
| examples/application_hello_world.py                                               |     7 |    7 |     0 |     0% |
| examples/application_sql.py                                                       |     5 |    4 |     1 |    20% |
| examples/application_sql_miner.py                                                 |     5 |    4 |     1 |    20% |
| examples/application_sql_with_custom_pyatlan_transformer.py                       |    11 |    9 |     2 |    18% |
| examples/application_sql_with_custom_transformer.py                               |     9 |    8 |     1 |    11% |
| examples/run_examples.py                                                          |     2 |    1 |     1 |    50% |
| tests/__init__.py                                                                 |     1 |    1 |     0 |     0% |
| tests/conftest.py                                                                 |     4 |    0 |     4 |   100% |
| tests/unit/__init__.py                                                            |     1 |    1 |     0 |     0% |
| tests/unit/test_worker.py                                                         |    10 |    5 |     5 |    50% |
| tests/unit/activities/__init__.py                                                 |     1 |    1 |     0 |     0% |
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| tests/unit/activities/test_lock_management.py                                     |    12 |    0 |    12 |   100% |
| tests/unit/activities/common/__init__.py                                          |     1 |    1 |     0 |     0% |
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| tests/unit/activities/metadata_extraction/__init__.py                             |     1 |    1 |     0 |     0% |
| tests/unit/activities/metadata_extraction/test_sql.py                             |    56 |   36 |    20 |    36% |
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| tests/unit/application/__init__.py                                                |     1 |    1 |     0 |     0% |
| tests/unit/application/test_application.py                                        |    36 |    3 |    33 |    92% |
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| tests/unit/clients/__init__.py                                                    |     1 |    1 |     0 |     0% |
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| tests/unit/clients/test_atlan_auth.py                                             |    11 |    0 |    11 |   100% |
| tests/unit/clients/test_atlan_client.py                                           |     7 |    7 |     0 |     0% |
| tests/unit/clients/test_atlanauth.py                                              |    11 |    1 |    10 |    91% |
| tests/unit/clients/test_base_client.py                                            |    23 |    1 |    22 |    96% |
| tests/unit/clients/test_redis_client.py                                           |    40 |    0 |    40 |   100% |
| tests/unit/clients/test_sql_client.py                                             |    28 |    6 |    22 |    79% |
| tests/unit/clients/test_temporal_client.py                                        |    20 |    4 |    16 |    80% |
| tests/unit/common/test_aws_utils.py                                               |    30 |    1 |    29 |    97% |
| tests/unit/common/test_credential_utils.py                                        |    30 |    1 |    29 |    97% |
| tests/unit/common/test_file_converter.py                                          |    29 |    0 |    29 |   100% |
| tests/unit/common/test_utils.py                                                   |    74 |    6 |    68 |    92% |
| tests/unit/common/test_utils_file_discovery.py                                    |    11 |    0 |    11 |   100% |
| tests/unit/decorators/__init__.py                                                 |     1 |    1 |     0 |     0% |
| tests/unit/decorators/test_mcp_tool.py                                            |    56 |    4 |    52 |    93% |
| tests/unit/docgen/parsers/test_directory_parser.py                                |    14 |    3 |    11 |    79% |
| tests/unit/docgen/parsers/test_manifest_parser.py                                 |    12 |   12 |     0 |     0% |
| tests/unit/handlers/__init__.py                                                   |     1 |    1 |     0 |     0% |
| tests/unit/handlers/test_base_handler.py                                          |    26 |    2 |    24 |    92% |
| tests/unit/handlers/sql/test_auth.py                                              |    10 |    4 |     6 |    60% |
| tests/unit/handlers/sql/test_check_schemas_and_databases.py                       |    14 |    4 |    10 |    71% |
| tests/unit/handlers/sql/test_extract_allowed_schemas.py                           |    11 |    3 |     8 |    73% |
| tests/unit/handlers/sql/test_metadata.py                                          |    27 |   10 |    17 |    63% |
| tests/unit/handlers/sql/test_preflight_check.py                                   |    16 |   15 |     1 |     6% |
| tests/unit/handlers/sql/test_prepare_metadata.py                                  |    14 |    4 |    10 |    71% |
| tests/unit/handlers/sql/test_tables_check.py                                      |     9 |    6 |     3 |    33% |
| tests/unit/handlers/sql/test_validate_filters.py                                  |    12 |    4 |     8 |    67% |
| tests/unit/inputs/test_base_input.py                                              |    33 |    4 |    29 |    88% |
| tests/unit/inputs/test_json.py                                                    |    23 |   12 |    11 |    48% |
| tests/unit/inputs/test_parquet.py                                                 |    45 |   31 |    14 |    31% |
| tests/unit/observability/__init__.py                                              |     1 |    1 |     0 |     0% |
| tests/unit/observability/test_logger_adaptor.py                                   |    20 |    2 |    18 |    90% |
| tests/unit/observability/test_metrics_adaptor.py                                  |    14 |    1 |    13 |    93% |
| tests/unit/observability/test_traces_adaptor.py                                   |    10 |    1 |     9 |    90% |
| tests/unit/outputs/test_iceberg.py                                                |    11 |    4 |     7 |    64% |
| tests/unit/outputs/test_json_output.py                                            |     7 |    6 |     1 |    14% |
| tests/unit/outputs/test_output.py                                                 |    19 |    6 |    13 |    68% |
| tests/unit/outputs/test_parquet_output.py                                         |    57 |   10 |    47 |    82% |
| tests/unit/server/__init__.py                                                     |     1 |    1 |     0 |     0% |
| tests/unit/server/fastapi/test_fastapi.py                                         |     8 |    3 |     5 |    62% |
| tests/unit/server/fastapi/routers/__init__.py                                     |     1 |    1 |     0 |     0% |
| tests/unit/server/fastapi/routers/server.py                                       |     1 |    1 |     0 |     0% |
| tests/unit/server/mcp/__init__.py                                                 |     1 |    1 |     0 |     0% |
| tests/unit/server/mcp/test_mcp_server.py                                          |    24 |    1 |    23 |    96% |
| tests/unit/services/test_atlan_storage.py                                         |    10 |    0 |    10 |   100% |
| tests/unit/services/test_eventstore.py                                            |    18 |    0 |    18 |   100% |
| tests/unit/services/test_objectstore.py                                           |    26 |    5 |    21 |    81% |
| tests/unit/services/test_statestore.py                                            |    14 |    0 |    14 |   100% |
| tests/unit/transformers/__init__.py                                               |     1 |    1 |     0 |     0% |
| tests/unit/transformers/atlas/__init__.py                                         |     1 |    1 |     0 |     0% |
| tests/unit/transformers/atlas/test_column.py                                      |    17 |    6 |    11 |    65% |
| tests/unit/transformers/atlas/test_database.py                                    |     8 |    6 |     2 |    25% |
| tests/unit/transformers/atlas/test_function.py                                    |     9 |    5 |     4 |    44% |
| tests/unit/transformers/atlas/test_procedure.py                                   |     7 |    6 |     1 |    14% |
| tests/unit/transformers/atlas/test_schema.py                                      |     8 |    6 |     2 |    25% |
| tests/unit/transformers/atlas/test_table.py                                       |    13 |    6 |     7 |    54% |
| tests/unit/transformers/query/test_sql_transformer.py                             |    14 |    4 |    10 |    71% |
| tests/unit/transformers/query/test_sql_transformer_output_validation.py           |     5 |    2 |     3 |    60% |
| tests/unit/workflows/metadata_extraction/test_sql_workflow.py                     |     9 |    4 |     5 |    56% |
| tests/unit/workflows/query_extraction/__init__.py                                 |     1 |    1 |     0 |     0% |
| tests/unit/workflows/query_extraction/test_sql.py                                 |     8 |    3 |     5 |    62% |
|-----------------------------------------------------------------------------------|-------|------|-------|--------|
| TOTAL                                                                             |  2167 |  599 |  1568 |  72.4% |
---------------- RESULT: PASSED (minimum: 30.0%, actual: 72.4%) ----------------

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