Commit graph

7 commits

Author SHA1 Message Date
Ishaan Jaffer
e8461b5b97
style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
Yuneng Jiang
2b374a2abf
Merge main and resolve Snowflake test conflict
Main rewrote the same tests we moved. Resolution: keep the tests only
in the unit test directory, adopting main's improved patterns (AsyncMock,
assert_called_once, stronger content assertions on streaming).

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-30 18:06:37 -07:00
Yuneng Jiang
19f8b58046
[Test] Move mocked Snowflake chat completion tests to unit test directory
Move test_chat_completion_snowflake and test_chat_completion_snowflake_stream
from tests/llm_translation/ to tests/test_litellm/llms/snowflake/chat/ so
they run as part of `make test-unit` without requiring API credentials.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-30 18:03:00 -07:00
Alvin Tang
2b7b7d3086
fix(snowflake): transform string tool_choice to object format (#23318)
Snowflake's Cortex LLM API (like Anthropic) requires tool_choice as an
object with a "type" field, not as a bare string. Passing tool_choice="auto"
(or "required"/"none") results in error 390142 "invalid payload".

This fix transforms OpenAI string tool_choice values to the Snowflake
object format:
- "auto"     -> {"type": "auto"}
- "required" -> {"type": "any"}  (Snowflake/Anthropic convention)
- "none"     -> {"type": "none"}

The dict-to-dict transformation for specific function tool choices
({"type": "function", "function": {"name": "..."}} -> {"type": "tool",
"name": [...]}) remains unchanged.

Fixes #23284

Co-authored-by: gambletan <tan@echooo.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>
2026-03-11 21:29:59 -07:00
stevejaker
2341a38c08
fix(snowflake): transform tool_choice string to object format (#23268)
* fix(snowflake): transform tool_choice string to object format

Snowflake's Cortex API requires tool_choice to be an object, not a string.
For example, {"type": "auto"} instead of "auto".

Ref: https://docs.snowflake.com/en/developer-guide/snowflake-rest-api/reference/cortex-inference#post--api-v2-cortex-inference-complete-req-body-schema

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-11 01:41:24 +05:30
Andrey
4dbbec233c
Snowflake provider support: added embeddings, PAT, account_id (#15727)
* added oauth mcp to docs

* added azure ai/grok-4 model family

* Revert "added oauth mcp to docs"

This reverts commit 950b7cef44.

* fix: arize ui integration

* need to remove a file

This reverts commit d6c877b73a.

* snowflake support PAT, account_id and embeddings

* format

* test embeddings

* format

* complete test

* fix: add arize from ui

* updated clarifai functions to openai compatible (#15615)

* fix: npm build errors

* update tests

* SnowflakeBaseConfig moved to utils

* rename pat_key => api_ke

* key_type=PAT => 'pat/key'

* fix if api_key is None

* doc update

* doc update

---------

Co-authored-by: mubashir1osmani <mubashir.osmani777@gmail.com>
Co-authored-by: Mubashir Osmani <ilikewafflesomcuh@gmail.com>
Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>
Co-authored-by: mogith-pn <143642606+mogith-pn@users.noreply.github.com>
2025-11-17 20:27:46 -08:00
Javier de la Torre
df232a71f1 feat(snowflake): add function calling support for Snowflake Cortex REST API
Add support for function calling (tools) with Snowflake Cortex models that support it (e.g., Claude 3.5 Sonnet).

Changes:
- Add 'tools' and 'tool_choice' to supported OpenAI parameters
- Implement request transformation: OpenAI function format → Snowflake tool_spec format
- Implement response transformation: Snowflake content_list with tool_use → OpenAI tool_calls
- Add tool_choice transformation: OpenAI nested format → Snowflake array format

Request transformation:
- Transform tools from nested {"type": "function", "function": {...}} to Snowflake's {"tool_spec": {"type": "generic", "name": "...", "input_schema": {...}}}
- Transform tool_choice from {"type": "function", "function": {"name": "..."}} to {"type": "tool", "name": ["..."]}

Response transformation:
- Parse Snowflake's content_list array containing tool_use objects
- Extract tool calls with tool_use_id, name, and input
- Convert to OpenAI's tool_calls format with proper JSON serialization

Testing:
- Add 7 unit tests covering request/response transformations
- Add integration test for Responses API with tool calling
- All tests passing

Fixes issue #15218

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-05 13:08:33 +02:00