mirror of https://github.com/milvus-io/milvus.git
7.4 KiB
7.4 KiB
Milvus test cases
* Interfaces test
1. 连接测试
1.1 连接
| cases | expected |
|---|---|
| 非法IP 123.0.0.2 | method: connect raise error in given timeout |
| 正常 uri | attr: connected assert true |
| 非法 uri | method: connect raise error in given timeout |
| 最大连接数 | all connection attrs: connected assert true |
1.2 断开连接
| cases | expected |
|---|---|
| 正常连接下，断开连接 | connect raise error |
| 正常连接下，重复断开连接 | connect raise error |
2. Table operation
2.1 表创建
2.1.1 表名
| cases | expected |
|---|---|
| 基础功能，参数正常 | status pass |
| 表名已存在 | status fail |
| 表名："中文" | status pass |
| 表名带特殊字符: "-39fsd-" | status pass |
| 表名带空格: "test1 2" | status pass |
| invalid dim: 0 | raise error |
| invalid dim: -1 | raise error |
| invalid dim: 100000000 | raise error |
| invalid dim: "string" | raise error |
| index_type: 0 | status pass |
| index_type: 1 | status pass |
| index_type: 2 | status pass |
| index_type: string | raise error |
2.1.2 维数支持
| cases | expected |
|---|---|
| 维数: 0 | raise error |
| 维数负数: -1 | raise error |
| 维数最大值: 100000000 | raise error |
| 维数字符串: "string" | raise error |
2.1.3 索引类型支持
| cases | expected |
|---|---|
| 索引类型: 0 | status pass |
| 索引类型: 1 | status pass |
| 索引类型: 2 | status pass |
| 索引类型: string | raise error |
2.2 表说明
| cases | expected |
|---|---|
| 创建表后，执行describe | 返回结构体，元素与创建表参数一致 |
2.3 表删除
| cases | expected |
|---|---|
| 删除已存在表名 | has_table return False |
| 删除不存在表名 | status fail |
2.4 表是否存在
| cases | expected |
|---|---|
| 存在表，调用has_table | assert true |
| 不存在表，调用has_table | assert false |
2.5 查询表记录条数
| cases | expected |
|---|---|
| 空表 | 0 |
| 空表插入数据（单条） | 1 |
| 空表插入数据（多条） | assert length of vectors |
2.6 查询表数量
| cases | expected |
|---|---|
| 两张表，一张空表，一张有数据：调用show tables | assert length of table list == 2 |
3. Add vectors
| interfaces | cases | expected |
|---|---|---|
| add_vectors | add basic | assert length of ids == nq |
| add vectors into table not existed | status fail | |
| dim not match: single vector | status fail | |
| dim not match: vector list | status fail | |
| single vector element empty | status fail | |
| vector list element empty | status fail | |
| query immediately after adding | status pass | |
| query immediately after sleep 6s | status pass && length of result == 1 | |
| concurrent add with multi threads(share one connection) | status pass | |
| concurrent add with multi threads(independent connection) | status pass | |
| concurrent add with multi process(independent connection) | status pass | |
| index_type: 2 | status pass | |
| index_type: string | raise error | |
4. Search vectors
| interfaces | cases | expected |
|---|---|---|
| search_vectors | search basic(query vector in vectors, top-k<nq) | assert length of result == nq |
| search vectors into table not existed | status fail | |
| basic top-k | score of query vectors == 100.0 | |
| invalid top-k: 0 | raise error | |
| invalid top-k: -1 | raise error | |
| invalid top-k: "string" | raise error | |
| top-k > nq | assert length of result == nq | |
| concurrent search | status pass | |
| query_range(get_current_day(), get_current_day()) | assert length of result == nq | |
| invalid query_range: "" | raise error | |
| query_range(get_last_day(2), get_last_day(1)) | assert length of result == 0 | |
| query_range(get_last_day(2), get_current_day()) | assert length of result == nq | |
| query_range((get_last_day(2), get_next_day(2)) | assert length of result == nq | |
| query_range((get_current_day(), get_next_day(2)) | assert length of result == nq | |
| query_range(get_next_day(1), get_next_day(2)) | assert length of result == 0 | |
| score: vector[i] = vector[i]+-0.01 | score > 99.9 |