yanliang567 15ce8aedd8
test: Add some tests for group by search support json and dynamic field (#46630)
related issue: #46616


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
- Core invariant: these tests assume the v2 group-by search
implementation (TestMilvusClientV2Base and pymilvus v2 APIs such as
AnnSearchRequest/WeightedRanker) is functionally correct; the PR extends
coverage to validate group-by semantics when using JSON fields and
dynamic fields (see
tests/python_client/milvus_client_v2/test_milvus_client_search_group_by.py
— TestGroupSearch.setup_class and parametrized group_by_field cases).
- Logic removed/simplified: legacy v1 test scaffolding and duplicated
parametrized fixtures/test permutations were consolidated into
v2-focused suites (TestGroupSearch now inherits TestMilvusClientV2Base;
old TestGroupSearch/TestcaseBase patterns and large blocks in
test_mix_scenes were removed) to avoid redundant fixture permutations
and duplicate assertions while reusing shared helpers in common_func
(e.g., gen_scalar_field, gen_row_data_by_schema) and common_type
constants.
- Why this does NOT introduce data loss or behavior regression: only
test code, test helpers, and test imports were changed — no
production/server code altered. Test helper changes are
backward-compatible (gen_scalar_field forces primary key nullable=False
and only affects test data generation paths in
tests/python_client/common/common_func.py; get_field_dtype_by_field_name
now accepts schema dicts/ORM schemas and is used only by tests to choose
vector generation) and collection creation/insertion in tests use the
same CollectionSchema/FieldSchema paths, so production
storage/serialization logic is untouched.
- New capability (test addition): adds v2 test coverage for group-by
search over JSON and dynamic fields plus related scenarios — pagination,
strict/non-strict group_size, min/max group constraints, multi-field
group-bys and binary vector cases — implemented in
tests/python_client/milvus_client_v2/test_milvus_client_search_group_by.py
to address issue #46616.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

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Signed-off-by: yanliang567 <yanliang.qiao@zilliz.com>
2025-12-31 11:03:21 +08:00
..

Tests

E2E Test

Configuration Requirements

Operating System
Operating System Version
Amazon Linux 2023 or above
Ubuntu 20.04 or above
Mac 10.14 or above
Hardware
Hardware Type Recommended Configuration
CPU x86_64 architecture
Intel CPU Sandy Bridge or above
CPU Instruction Set
- SSE4_2
- AVX
- AVX2
- AVX512 or arm64 Linux/MacOS
Memory 16 GB or more
Software
Software Name Version
Docker 19.05 or above
Docker Compose 1.25.5 or above
jq 1.3 or above
kubectl 1.14 or above
helm 3.0 or above
kind 0.10.0 or above

Installing Dependencies

Troubleshooting Docker and Docker Compose
  1. Confirm that Docker Daemon is running
$ docker info
  • Ensure that Docker is installed. Refer to the official installation instructions for Docker CE/EE.

  • Start the Docker Daemon if it is not already started.

  • To run Docker without root privileges, create a user group labeled docker, then add a user to the group with sudo usermod -aG docker $USER. Log out and log back into the terminal for the changes to take effect. For more information, see the official Docker documentation for Managing Docker as a Non-Root User.

  1. Check the version of Docker-Compose
$ docker compose version

docker compose version 1.25.5, build 8a1c60f6
docker-py version: 4.1.0
CPython version: 3.7.5
OpenSSL version: OpenSSL 1.1.1f  31 Mar 2020
Install jq
Install kubectl
Install helm
Install kind

Run E2E Tests

$ cd tests/scripts
$ ./e2e-k8s.sh

Getting help

You can get help with the following command:

$ ./e2e-k8s.sh --help