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These three cells were failing for reasons unrelated to LiteLLM translation: - vision: tests passed `--image <path>`, a flag that no longer exists in Claude Code 2.x (image attachment is now via the Files API or via `--input-format stream-json` with inline content blocks). Rewrite the cells to feed an Anthropic-shaped user message containing both text and a base64 `image` content block through stdin in stream-json mode. Hermetic — no temp file or Files API upload needed. - extended_thinking: tests set `MAX_THINKING_TOKENS=4096` as an env var, which Claude Code 2.x ignores. Switch to `--effort max` (the current CLI knob) and use a non-trivial prompt (3-gallon / 5-gallon jug puzzle). With trivial arithmetic the modern Sonnet/Opus tiers optimize away the thinking step and arrive without a thinking block, which made the test silently false-fail. - web_search: assertion looked for `server_tool_use` / `web_search_tool_result` blocks, but Claude Code's `WebSearch` is a *client-side* tool: the CLI executes the search itself and feeds the result back as a regular `tool_result` block. The Anthropic server-side `web_search_20250305` tool only fires when injected into the request directly (which the CLI does not do). Update the assertion to look for a `tool_use` block whose name is `WebSearch` — that's the right signal that the proxy preserved both the request-side tool definition and the response-side tool_use block end-to-end. Driver change required to support stream-json input + variadic flags: - cli_driver: insert `--` before the prompt positional. Variadic flags like `--allowed-tools <tools...>` (commander.js) greedily consume every following token, so the prompt was being eaten as a tool name and the CLI would error out with "Input must be provided either through stdin or as a prompt argument when using --print". - cli_driver: thread a `stdin_input` parameter through `run_claude` and `run_claude_models_parallel` so the vision rewrite can pipe stream-json events to the CLI on stdin. Validated end-to-end against a live LiteLLM proxy: all three Anthropic cells now pass on Haiku 4.5, Sonnet 4.6, and Opus 4.7. Driver unit tests (120) still green. |
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|---|---|---|
| .. | ||
| agent_tests | ||
| audio_tests | ||
| basic_proxy_startup_tests | ||
| batches_tests | ||
| benchmarks | ||
| claude_code | ||
| code_coverage_tests | ||
| documentation_tests | ||
| enterprise | ||
| guardrails_tests | ||
| image_gen_tests | ||
| litellm | ||
| litellm-proxy-extras | ||
| litellm_core_utils | ||
| litellm_utils_tests | ||
| llm_responses_api_testing | ||
| llm_translation | ||
| load_tests | ||
| local_testing | ||
| logging_callback_tests | ||
| mcp_tests | ||
| multi_instance_e2e_tests | ||
| ocr_tests | ||
| old_proxy_tests/tests | ||
| openai_endpoints_tests | ||
| otel_tests | ||
| pass_through_tests | ||
| pass_through_unit_tests | ||
| proxy_admin_ui_tests | ||
| proxy_e2e_anthropic_messages_tests | ||
| proxy_security_tests | ||
| proxy_unit_tests | ||
| router_unit_tests | ||
| scim_tests | ||
| search_tests | ||
| spend_tracking_tests | ||
| store_model_in_db_tests | ||
| test_litellm | ||
| unified_google_tests | ||
| vector_store_tests | ||
| windows_tests | ||
| __init__.py | ||
| _flush_vcr_cache.py | ||
| _vcr_conftest_common.py | ||
| _vcr_redis_persister.py | ||
| eval_swe_bench.py | ||
| gettysburg.wav | ||
| large_text.py | ||
| openai_batch_completions.jsonl | ||
| README.MD | ||
| test_budget_management.py | ||
| test_callbacks_on_proxy.py | ||
| test_config.py | ||
| test_debug_warning.py | ||
| test_default_encoding_non_root.py | ||
| test_end_users.py | ||
| test_entrypoint.py | ||
| test_fallbacks.py | ||
| test_gpt5_azure_temperature_support.py | ||
| test_health.py | ||
| test_keys.py | ||
| test_litellm_proxy_responses_config.py | ||
| test_logging.conf | ||
| test_models.py | ||
| test_new_vector_store_endpoints.py | ||
| test_openai_endpoints.py | ||
| test_organizations.py | ||
| test_otel_thread_leak.py | ||
| test_passthrough_endpoints.py | ||
| test_presidio_latency.py | ||
| test_proxy_server_non_root.py | ||
| test_ratelimit.py | ||
| test_resource_cleanup.py | ||
| test_service_logger_otel.py | ||
| test_spend_logs.py | ||
| test_team.py | ||
| test_team_logging.py | ||
| test_team_members.py | ||
| test_users.py | ||
In total litellm runs 1000+ tests
[02/20/2025] Update:
To make it easier to contribute and map what behavior is tested,
we've started mapping the litellm directory in tests/test_litellm
This folder can only run mock tests.