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* ci: warn on SQL IN lists with no written bound Postgres caps a prepared statement at 32,767 bind parameters and a membership filter binds one per value, so an IN list built from table data breaks once the table outgrows the cap. That is how the budget reset job froze every due budget (LIT-7535, #40564). check_unbounded_in_lists.py reports every Prisma "in" / "not_in" filter whose value has no fixed size and every raw SQL literal that splices a list in after "IN (", unless the line carries "# bounded-ok: <reason>". It only warns for now: the output is the inventory for RCA action item AI-1, and it exits 0. * ci: decide a constant IN list by its module binding, not its casing An ALL_CAPS name imported or filled at runtime is as unbounded as any other, so a name now passes only when the module binds it once to a value of fixed size. Adds Final to the locals a loop does not forbid. * ci: only a frozen module value makes an IN list constant A module list bound once could still grow through append or extend, so a name now counts as fixed only when it is bound to a tuple, frozenset or constant. Trims the module docstring to what a reader needs. * ci: chunk Prisma IN lists with a shared helper and fail on new unbounded ones Add litellm.repositories.bounded_in: find_many_in, count_in, update_many_in and delete_many_in split a deduplicated value list into 5,000-value chunks, AND each chunk with the caller's where, run them in order (a transaction handle works) and combine the results. Writes take a required atomicity argument, and a where that already filters the chunked field is refused. check_unbounded_in_lists.py now fails CI on any finding missing from unbounded_in_baseline.txt and on any stale baseline entry, so the baseline only shrinks. Entries are keyed by path, enclosing scope, kind, field and occurrence, not line numbers. The helper module is exempt, a constant spread into a frozen tuple counts as fixed, and messages point at the helper for "in" and at an array parameter for "not_in" and raw SQL. A real-Postgres integration test shows a raw 40,000-value filter rejected for too many bind variables while the helpers handle it. * refactor: rename bounded_in to chunked_in and let callers pick a chunk size The helper module is litellm.repositories.chunked_in, and its unit and integration tests, the checker's exemption path and its finding messages follow the new name. The `# bounded-ok` marker is unchanged. find_many_in, count_in, update_many_in and delete_many_in take a keyword-only chunk_size, defaulting to IN_LIST_CHUNK_SIZE (5,000). A value below 1 or above MAX_IN_LIST_CHUNK_SIZE (30,000) raises ValueError before any query, which leaves the rest of the filter headroom under Postgres's 32,767 bind-parameter cap. * refactor: flatten chunked_in's stacked comprehensions with chain.from_iterable LIT014 (#42650) caps a comprehension at one for and one if clause. The four nested walks in the helper now chain their iterables instead, with the same order and results. * refactor: recover user details with find_many_in, sending chunks as lists _details_for_user_ids reads users through find_many_in instead of a raw "in" filter, so its lookup stays under the bind-parameter cap for any number of recovered keys. Up to 5,000 ids it still sends one find_many with the same where dict, and a PrismaError from any chunk is still logged and treated as no details. The helper now sends each chunk as a list, so a chunked filter equals the dict a hand-written call would send and a migrated call site's existing assertions keep passing. The site's baseline entry is gone. * ci: skip functional TypedDict field maps in the unbounded IN list check The dict passed as the field map of TypedDict("Name", {...}), or as its fields= keyword, names fields: an "in" or "notIn" key there is a type, not a filter. Only that dict is skipped, for TypedDict, typing.TypedDict and typing_extensions.TypedDict; a filter nested in a field value or passed to any other call is still reported. The two types/proxy/management_endpoints/team_endpoints.py entries leave the baseline, which is now 156. * fix: refuse an update_many_in whose data writes the chunked field Chunks run one after another, so an update that sets the chunked field can move a row into a later chunk, which updates it again and counts it twice: values ["old", "new"] with chunk_size=1 and data={"id": "new"} does exactly that. update_many_in now raises ChunkedFieldWriteError before any query when data has the chunked field as a top-level key, in any form, including Prisma operators such as {"set": ...}. * docs: cut the unbounded IN list checker's docstring to what it flags and how to clear it It now says what is reported, the three ways to clear a finding, and how the baseline and --update-baseline work, in 11 lines. The per-shape detail lives in the tests. * ci: key an unbounded IN list finding by its filtered expression too A baseline key of path, scope, kind, field and occurrence let a PR delete a baselined filter and add a different unbounded one on the same field in the same function, and the new one took over the old key. The key now also carries the filtered expression's source, whitespace-normalized (the Prisma value, or a raw-SQL `IN (...)` slot), so that swap reads as one new and one stale entry and fails the run. The same expression re-added in the same function is still the same finding. Every baseline entry is rewritten in the new form; the 156 findings are unchanged, and only occurrence indexes renumber where one field had several different expressions. |
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| .. | ||
| _support | ||
| agent_tests | ||
| audio_tests | ||
| base_sdk_tests | ||
| basic_proxy_startup_tests | ||
| batches_tests | ||
| benchmarks | ||
| code_coverage_tests | ||
| documentation_tests | ||
| e2e | ||
| guardrails_tests | ||
| image_gen_tests | ||
| integration | ||
| litellm_utils_tests | ||
| llm_responses_api_testing | ||
| llm_translation | ||
| load_tests | ||
| local_testing | ||
| logging_callback_tests | ||
| mcp_tests | ||
| multi_instance_e2e_tests | ||
| ocr_tests | ||
| openai_endpoints_tests | ||
| otel_tests | ||
| pass_through_tests | ||
| pass_through_unit_tests | ||
| proxy_admin_ui_tests | ||
| proxy_behavior | ||
| proxy_e2e_anthropic_messages_tests | ||
| proxy_migration_tests | ||
| proxy_security_tests | ||
| proxy_unit_tests | ||
| router_unit_tests | ||
| rust-python-harness | ||
| search_tests | ||
| spend_tracking_tests | ||
| store_model_in_db_tests | ||
| test_litellm | ||
| test_litellm_rust | ||
| unified_google_tests | ||
| unit | ||
| vector_store_tests | ||
| windows_tests | ||
| __init__.py | ||
| _fake_openai_endpoint_server.py | ||
| _flush_vcr_cache.py | ||
| _live_test_helpers.py | ||
| _openai_record_replay_proxy.py | ||
| _process_helpers.py | ||
| _vcr_conftest_common.py | ||
| _vcr_redis_persister.py | ||
| _wait_helpers.py | ||
| _ws_vcr.py | ||
| AGENTS.md | ||
| capturing_transport.py | ||
| eval_swe_bench.py | ||
| fake_openai_endpoint.py | ||
| gettysburg.wav | ||
| large_text.py | ||
| openai_batch_completions.jsonl | ||
| pyrightconfig.json | ||
| README.MD | ||
| test_anthropic_compaction_usage.py | ||
| test_budget_management.py | ||
| test_callbacks_on_proxy.py | ||
| test_debug_warning.py | ||
| test_default_encoding_non_root.py | ||
| test_end_users.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_presidio_latency.py | ||
| test_proxy_server_non_root.py | ||
| test_ratelimit.py | ||
| test_resource_cleanup.py | ||
| test_rust_python_harness.py | ||
| test_service_logger_otel.py | ||
| test_spend_logs.py | ||
| test_team.py | ||
| test_team_logging.py | ||
| test_team_members.py | ||
| test_users.py | ||
| white_100x100.png | ||
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/unit
This folder can only run mock tests.