ollama/integration
Devon Rifkin c87b910232 WIP: stable ordering for tool args
Right now we deserialize tool call definitions' arguments into golang
maps. These purposefully don't have a predictable iteration order,
whereas we want to maintain the order the user originally provided.

Unstable rendering of arguments means that we break the kv cache, which
this change fixes.

There's no way to build this in a fully backwards compatible way when
executing existing templates exactly as they are. We get around this by
rewriting templates dynamically just before they're rendered. This is
fragile, but perhaps the least bad option?
2025-10-07 15:38:58 -07:00
..
testdata test: improve scheduler/concurrency stress tests (#11906) 2025-08-15 14:37:54 -07:00
README.md tests: add single threaded history test (#12295) 2025-09-22 11:23:14 -07:00
api_test.go WIP: stable ordering for tool args 2025-10-07 15:38:58 -07:00
basic_test.go tests: add single threaded history test (#12295) 2025-09-22 11:23:14 -07:00
concurrency_test.go tests: reduce stress on CPU to 2 models (#12161) 2025-09-09 09:32:15 -07:00
context_test.go Update GGML to b6646 (#12245) 2025-10-02 14:47:10 -07:00
embed_test.go fix(integration): check truncated length (#12337) 2025-09-18 14:00:21 -07:00
library_models_test.go tests: add single threaded history test (#12295) 2025-09-22 11:23:14 -07:00
llm_image_test.go perf: build graph for next batch async to keep GPU busy (#11863) 2025-08-29 14:20:28 -07:00
max_queue_test.go perf: build graph for next batch async to keep GPU busy (#11863) 2025-08-29 14:20:28 -07:00
model_arch_test.go tests: add single threaded history test (#12295) 2025-09-22 11:23:14 -07:00
model_perf_test.go tests: add single threaded history test (#12295) 2025-09-22 11:23:14 -07:00
quantization_test.go tests: add single threaded history test (#12295) 2025-09-22 11:23:14 -07:00
utils_test.go Use runners for GPU discovery (#12090) 2025-10-01 15:12:32 -07:00

README.md

Integration Tests

This directory contains integration tests to exercise Ollama end-to-end to verify behavior

By default, these tests are disabled so go test ./... will exercise only unit tests. To run integration tests you must pass the integration tag. go test -tags=integration ./... Some tests require additional tags to enable to allow scoped testing to keep the duration reasonable. For example, testing a broad set of models requires -tags=integration,models and a longer timeout (~60m or more depending on the speed of your GPU.). To view the current set of tag combinations use find integration -type f | xargs grep "go:build"

The integration tests have 2 modes of operating.

  1. By default, they will start the server on a random port, run the tests, and then shutdown the server.
  2. If OLLAMA_TEST_EXISTING is set to a non-empty string, the tests will run against an existing running server, which can be remote based on your OLLAMA_HOST environment variable

[!IMPORTANT] Before running the tests locally without the "test existing" setting, compile ollama from the top of the source tree go build . in addition to GPU support with cmake if applicable on your platform. The integration tests expect to find an ollama binary at the top of the tree.

Many tests use a default small model suitable to run on many systems. You can override this default model by setting OLLAMA_TEST_DEFAULT_MODEL