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Yinzuo Jiang 1ce609834a
feat: [GoSDK] fp32 <-> fp16/bf16 vector conversion (#37978) 
Add the following methods for convenient fp32 vector <-> fp16/bf16
vector conversion

fp32 <-> fp16/bf16 vector conversion:

- `func (fv FloatVector) ToFloat16Vector() Float16Vector`
- `func (fv FloatVector) ToBFloat16Vector() BFloat16Vector`
- `func (fv Float16Vector) ToFloat32Vector() FloatVector`
- `func (fv BFloat16Vector) ToFloat32Vector() FloatVector`

`columnBasedDataOption`:

- `func (opt *columnBasedDataOption) WithFloat16VectorColumn(colName
string, dim int, data [][]float32) *columnBasedDataOption`
- `func (opt *columnBasedDataOption) WithBFloat16VectorColumn(colName
string, dim int, data [][]float32) *columnBasedDataOption`

`ColumnFloat16Vector`/`ColumnBFloat16Vector`:

- `func NewColumnFloat16VectorFromFp32Vector(fieldName string, dim int,
data [][]float32) *ColumnFloat16Vector`
- `func NewColumnBFloat16VectorFromFp32Vector(fieldName string, dim int,
data [][]float32) *ColumnBFloat16Vector`
- support []float32 or `entity.FloatVector` in
    - `func (c *ColumnFloat16Vector) AppendValue(i interface{}) error`
    - `func (c *ColumnFloat16Vector) AppendValue(i interface{}) error`

issue: #37448

Signed-off-by: Yinzuo Jiang <yinzuo.jiang@zilliz.com>
Signed-off-by: Yinzuo Jiang <jiangyinzuo@foxmail.com>
2024-11-29 08:00:37 +08:00
..
_helm enhance: Increase the concurrency of index tasks in CI (#37335) 2024-11-04 12:04:23 +08:00
benchmark
docker [automated] Update Pytest image changes (#37067) 2024-10-24 16:53:28 +08:00
go_client feat: [GoSDK] fp32 <-> fp16/bf16 vector conversion (#37978) 2024-11-29 08:00:37 +08:00
integration enhance: RBAC new grant/revoke privilege (#37785) 2024-11-21 22:20:34 +08:00
java_client
python_client test:[skip e2e] update pulsar labelSelectors to v3 in chaos test (#38049) 2024-11-28 14:18:35 +08:00
restful_client feat: fp32 vector to fp16/bf16 vector conversion for RESTful API (#37556) 2024-11-24 17:46:33 +08:00
restful_client_v2 test: Add cases for restful about default and none (#37943) 2024-11-25 14:06:33 +08:00
scripts feat: fp32 vector to fp16/bf16 vector conversion for RESTful API (#37556) 2024-11-24 17:46:33 +08:00
OWNERS
README_CN.md
README.md

README.md

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