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2c0c5ef41e
issue: https://github.com/milvus-io/milvus/issues/27467 >My plan is as follows. >- [x] M1 Create collection with timestamptz field >- [x] M2 Insert timestamptz field data >- [x] M3 Retrieve timestamptz field data >- [x] M4 Implement handoff >- [x] M5 Implement compare operator >- [x] M6 Implement extract operator >- [x] M8 Support database/collection level default timezone >- [x] M7 Support STL-SORT index for datatype timestamptz --- The third PR of issue: https://github.com/milvus-io/milvus/issues/27467, which completes M5, M6, M7, M8 described above. ## M8 Default Timezone We will be able to use alter_collection() and alter_database() in a future Python SDK release to modify the default timezone at the collection or database level. For insert requests, the timezone will be resolved using the following order of precedence: String Literal-> Collection Default -> Database Default. For retrieval requests, the timezone will be resolved in this order: Query Parameters -> Collection Default -> Database Default. In both cases, the final fallback timezone is UTC. ## M5: Comparison Operators We can now use the following expression format to filter on the timestamptz field: - `timestamptz_field [+/- INTERVAL 'interval_string'] {comparison_op} ISO 'iso_string' ` - The interval_string follows the ISO 8601 duration format, for example: P1Y2M3DT1H2M3S. - The iso_string follows the ISO 8601 timestamp format, for example: 2025-01-03T00:00:00+08:00. - Example expressions: "tsz + INTERVAL 'P0D' != ISO '2025-01-03T00:00:00+08:00'" or "tsz != ISO '2025-01-03T00:00:00+08:00'". ## M6: Extract We will be able to extract sepecific time filed by kwargs in a future Python SDK release. The key is `time_fields`, and value should be one or more of "year, month, day, hour, minute, second, microsecond", seperated by comma or space. Then the result of each record would be an array of int64. ## M7: Indexing Support Expressions without interval arithmetic can be accelerated using an STL-SORT index. However, expressions that include interval arithmetic cannot be indexed. This is because the result of an interval calculation depends on the specific timestamp value. For example, adding one month to a date in February results in a different number of added days than adding one month to a date in March. --- After this PR, the input / output type of timestamptz would be iso string. Timestampz would be stored as timestamptz data, which is int64_t finally. > for more information, see https://en.wikipedia.org/wiki/ISO_8601 --------- Signed-off-by: xtx <xtianx@smail.nju.edu.cn>
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
- 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
rootprivileges, create a user group labeleddocker, then add a user to the group withsudo 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.
- 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
- To install Docker-Compose, see Install Docker Compose
Install jq
Install kubectl
Install helm
- Refer to https://helm.sh/docs/intro/install/
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