# 🔍 Description
## Issue References 🔗
This pull request fixes #
## Describe Your Solution 🔧
Preparing v1.11.0-SNAPSHOT after branch-1.10 cut
```shell
build/mvn versions:set -DgenerateBackupPoms=false -DnewVersion="1.11.0-SNAPSHOT"
(cd kyuubi-server/web-ui && npm version "1.11.0-SNAPSHOT")
```
## Types of changes 🔖
- [ ] Bugfix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
## Test Plan 🧪
#### Behavior Without This Pull Request ⚰️
#### Behavior With This Pull Request 🎉
#### Related Unit Tests
---
# Checklist 📝
- [ ] This patch was not authored or co-authored using [Generative Tooling](https://www.apache.org/legal/generative-tooling.html)
**Be nice. Be informative.**
Closes#6769 from bowenliang123/bump-1.11.
Closes#6769
6db219d28 [Bowen Liang] get latest_branch by sorting version in branch name
465276204 [Bowen Liang] update package.json
81f2865e5 [Bowen Liang] bump
Authored-by: Bowen Liang <liangbowen@gf.com.cn>
Signed-off-by: Bowen Liang <liangbowen@gf.com.cn>
# 🔍 Description
## Issue References 🔗
This pull request aims to improve closeEngine method names and logs due to closeSession.
when the share level is `CONNECTION`, closeSession triggers the closeEngine, there are some minor issues with logging and method name.
## Describe Your Solution 🔧
Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.
## Types of changes 🔖
- [ ] Bugfix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
## Test Plan 🧪
#### Behavior Without This Pull Request ⚰️
#### Behavior With This Pull Request 🎉
#### Related Unit Tests
---
# Checklist 📝
- [x] This patch was not authored or co-authored using [Generative Tooling](https://www.apache.org/legal/generative-tooling.html)
**Be nice. Be informative.**
Closes#6376 from yikf/rename-close-session.
Closes#6376
b03661b24 [yikaifei] rename closeSession
Authored-by: yikaifei <yikaifei@apache.org>
Signed-off-by: yikaifei <yikaifei@apache.org>
# 🔍 Description
## Issue References 🔗
As described.
## Describe Your Solution 🔧
Previously, the TRowSetGenerator built a chain of `Engine's data type` to `Thrift data type` and then to `Java data type`.
This limits the possibility of overriding the implementation of Java data types handlers and coupling the `Engine's data type` to specific `Thrift data type`.
1. This PR directly mapping `Engine's data type` to `Java data type` focusing converting the upstream Engine result set's value to real data type.
2. it also decoupled the `Thrift data type` to Java data types, eg. Thrift's SMALL_INT and TINY_INT can be now ignored, and making the engines data type mapped to Java's Short data type.
3. it's now able to distinguish similar terms of data types with different meanings, like Java's `byte` or `byte array` and `tiny int` or `samll int` in engines and thrift. Only Java data types are represented in `TRowSetColumnGenerator` and `TRowSetColumnValueGenerator`
## Types of changes 🔖
- [ ] Bugfix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
## Test Plan 🧪
#### Behavior Without This Pull Request ⚰️
No behaviour changes.
#### Behavior With This Pull Request 🎉
No behaviour changes.
#### Related Unit Tests
CI tests.
---
# Checklists
## 📝 Author Self Checklist
- [x] My code follows the [style guidelines](https://kyuubi.readthedocs.io/en/master/contributing/code/style.html) of this project
- [x] I have performed a self-review
- [x] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my feature works
- [x] New and existing unit tests pass locally with my changes
- [x] This patch was not authored or co-authored using [Generative Tooling](https://www.apache.org/legal/generative-tooling.html)
## 📝 Committer Pre-Merge Checklist
- [x] Pull request title is okay.
- [x] No license issues.
- [x] Milestone correctly set?
- [x] Test coverage is ok
- [x] Assignees are selected.
- [x] Minimum number of approvals
- [x] No changes are requested
**Be nice. Be informative.**
Closes#5870 from bowenliang123/rowset-map.
Closes#5870
51740a00a [Bowen Liang] update
3dc48f4b9 [liangbowen] type mapping
Lead-authored-by: Bowen Liang <liangbowen@gf.com.cn>
Co-authored-by: liangbowen <liangbowen@gf.com.cn>
Signed-off-by: Cheng Pan <chengpan@apache.org>
# 🔍 Description
## Issue References 🔗
As described.
## Describe Your Solution 🔧
- Introduced a generalized RowSet generator `AbstractTRowSetGenerator[SchemaT, RowT, ColumnT]`
- extract common methods for looping and assembling the rows to TRowSet
- support generation for either column-based or row-based TRowSet
- Each engine creates a sub-generator of `AbstractTRowSetGenerator`
- focus on mapping and conversion from the engine's data type to the relative Thrift type
- implements the schema data type and column value methods
- create a generator instance instead of the previously used `RowSet` object, for isolated session-aware or thread-aware configs or context, eg. Timezone ID for Flink, and the Hive time formatters for Spark.
- This PR covers the TRowSet generation for the server and the engines of Spark/Flink/Trino/Chat, except the JDBC engine which will be supported in the follow-ups with JDBC dialect support.
## Types of changes 🔖
- [ ] Bugfix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
## Test Plan 🧪
#### Behavior Without This Pull Request ⚰️
No behavior changes.
#### Behavior With This Pull Request 🎉
No behavior changes.
#### Related Unit Tests
CI tests.
---
# Checklists
## 📝 Author Self Checklist
- [x] My code follows the [style guidelines](https://kyuubi.readthedocs.io/en/master/contributing/code/style.html) of this project
- [x] I have performed a self-review
- [x] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my feature works
- [x] New and existing unit tests pass locally with my changes
- [x] This patch was not authored or co-authored using [Generative Tooling](https://www.apache.org/legal/generative-tooling.html)
## 📝 Committer Pre-Merge Checklist
- [ ] Pull request title is okay.
- [ ] No license issues.
- [ ] Milestone correctly set?
- [ ] Test coverage is ok
- [ ] Assignees are selected.
- [ ] Minimum number of approvals
- [ ] No changes are requested
**Be nice. Be informative.**
Closes#5851 from bowenliang123/rowset-gen.
Closes#5851
1d2f73ab4 [Bowen Liang] common RowSetGenerator
Authored-by: Bowen Liang <liangbowen@gf.com.cn>
Signed-off-by: Bowen Liang <liangbowen@gf.com.cn>
# 🔍 Description
## Issue References 🔗
This pull request fixes#5386
## Describe Your Solution 🔧
add a new backend(ernie bot) for the Chat engine.
<img width="1672" alt="Screenshot 2023-12-07 at 16 20 56" src="https://github.com/apache/kyuubi/assets/32693629/9850916c-3c4a-433c-8278-3068e7b37314">
## Types of changes 🔖
- [ ] Bugfix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
## Test Plan 🧪
#### Behavior Without This Pull Request ⚰️
#### Behavior With This Pull Request 🎉
#### Related Unit Tests
---
# Checklists
## 📝 Author Self Checklist
- [ ] My code follows the [style guidelines](https://kyuubi.readthedocs.io/en/master/contributing/code/style.html) of this project
- [ ] I have performed a self-review
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my feature works
- [ ] New and existing unit tests pass locally with my changes
- [ ] This patch was not authored or co-authored using [Generative Tooling](https://www.apache.org/legal/generative-tooling.html)
## 📝 Committer Pre-Merge Checklist
- [x] Pull request title is okay.
- [x] No license issues.
- [x] Milestone correctly set?
- [ ] Test coverage is ok
- [x] Assignees are selected.
- [x] Minimum number of approvals
- [x] No changes are requested
**Be nice. Be informative.**
Closes#5828 from zhaohehuhu/dev-1207.
Closes#5828
c7314d4a8 [Cheng Pan] Update externals/kyuubi-chat-engine/src/main/scala/org/apache/kyuubi/engine/chat/ernie/service/ErnieBotService.scala
0c4e01007 [hezhao2] update doc
78e51b3d1 [hezhao2] add ernie into doc
2f4a63845 [hezhao2] refactor
832bc0453 [hezhao2] delete enum model
67214c575 [hezhao2] get rid of some java code
567772679 [hezhao2] java bean to scale case class
4d5c5940d [hezhao2] refactor some params
7c44eb83f [hezhao2] refactor some params
56b9ad13a [hezhao2] refactor
a8e3d6cf6 [hezhao2] refactor
7376d800d [hezhao2] Kyuubi chat engine supports ernie bot
4b72a09c0 [hezhao2] Kyuubi chat engine supports ernie bot
Lead-authored-by: hezhao2 <hezhao2@cisco.com>
Co-authored-by: Cheng Pan <pan3793@gmail.com>
Signed-off-by: Cheng Pan <chengpan@apache.org>
# 🔍 Description
## Issue References 🔗
TL;DR there are some issues with shading Thrift RPC classes during the engine packaging phase, see details in the PR description of https://github.com/apache/kyuubi-shaded/pull/20.
## Describe Your Solution 🔧
This PR aims to migrate from vanilla `hive-service-rpc`, `libfb303`, `libthrift` to `kyuubi-relocated-hive-service-rpc` introduced in https://github.com/apache/kyuubi-shaded/pull/20, the detailed works are:
- replace imported deps in `pom.xml` and rename the package prefix in all modules, except for
- `kyuubi-server` there are a few places use vanilla thrift classes to access HMS to get token
- `kyuubi-hive-sql-engine` Hive method invocation
- update relocations rules in modules that creates shaded jar
- introduce `HiveRpcUtils` in `kyuubi-hive-sql-engine` module for object conversion.
As part of the whole change, this PR upgrades from the Kyuubi Shaded 0.1.0 to 0.2.0, which changes the jars name. see https://kyuubi.apache.org/shaded-release/0.2.0.html
## Types of changes 🔖
- [x] Bugfix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
## Test Plan 🧪
#### Behavior Without This Pull Request ⚰️
#### Behavior With This Pull Request 🎉
#### Related Unit Tests
Pass all Hive UT with Hive 3.1.3, and IT with Hive 3.1.3 and 2.3.9 (also tested with 2.1.1-cdh6.3.2)
---
# Checklists
## 📝 Author Self Checklist
- [ ] My code follows the [style guidelines](https://kyuubi.readthedocs.io/en/master/contributing/code/style.html) of this project
- [x] I have performed a self-review
- [x] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my feature works
- [x] New and existing unit tests pass locally with my changes
- [x] This patch was not authored or co-authored using [Generative Tooling](https://www.apache.org/legal/generative-tooling.html)
## 📝 Committer Pre-Merge Checklist
- [x] Pull request title is okay.
- [x] No license issues.
- [x] Milestone correctly set?
- [x] Test coverage is ok
- [x] Assignees are selected.
- [x] Minimum number of approvals
- [x] No changes are requested
**Be nice. Be informative.**
Closes#5783 from pan3793/rpc-shaded.
Closes#5783
b45d4deaa [Cheng Pan] remove staging repo
890076a20 [Cheng Pan] Kyuubi Shaded 0.2.0 RC0
071945d45 [Cheng Pan] Rebase
199794ed9 [Cheng Pan] fix
fc128b170 [Cheng Pan] fix
26d313896 [Cheng Pan] fix
632984c92 [Cheng Pan] fix
428305589 [Cheng Pan] fix
6301e28fd [Cheng Pan] fix
955cdb33b [Cheng Pan] Switch to kyuubi-shaded-hive-service-rpc
Authored-by: Cheng Pan <chengpan@apache.org>
Signed-off-by: Cheng Pan <chengpan@apache.org>
### _Why are the changes needed?_
The Apache Spark Community found a performance regression with log4j2. See https://github.com/apache/spark/pull/36747.
This PR to fix the performance issue on our side.
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [ ] [Run test](https://kyuubi.readthedocs.io/en/master/contributing/code/testing.html#running-tests) locally before make a pull request
### _Was this patch authored or co-authored using generative AI tooling?_
No.
Closes#5400 from ITzhangqiang/KYUUBI_5365.
Closes#5365
dbb9d8b32 [ITzhangqiang] [KYUUBI #5365] Don't use Log4j2's extended throwable conversion pattern in default logging configurations
Authored-by: ITzhangqiang <itzhangqiang@163.com>
Signed-off-by: Cheng Pan <chengpan@apache.org>
### _Why are the changes needed?_
- Change hardcoded Scala's version 2.12 in Maven module's `artifactId` to placeholder `scala.binary.version` which is defined in project parent pom as 2.12
- Preparation for Scala 2.13/3.x support in the future
- No impact on using or building Maven modules
- Some ignorable warning messages for unstable artifactId will be thrown by Maven.
```
Warning: Some problems were encountered while building the effective model for org.apache.kyuubi:kyuubi-server_2.12🫙1.8.0-SNAPSHOT
Warning: 'artifactId' contains an expression but should be a constant
```
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/contributing/code/testing.html#running-tests) locally before make a pull request
### _Was this patch authored or co-authored using generative AI tooling?_
No.
Closes#5175 from bowenliang123/artifactId-scala.
Closes#5177
2eba29cfa [liangbowen] use placeholder of scala binary version for artifactId
Authored-by: liangbowen <liangbowen@gf.com.cn>
Signed-off-by: Cheng Pan <chengpan@apache.org>
### _Why are the changes needed?_
Currently, `getNextRowSetInternal` returns `TRowSet` which is not friendly to explicit EOS in streaming result fetch.
This PR changes the return type to `TFetchResultsResp` to allow the engines to determine the EOS.
### _How was this patch tested?_
- [x] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/contributing/code/testing.html#running-tests) locally before make a pull request
Closes#5160 from link3280/refactor_result.
Closes#5160
09822f2ee [Paul Lin] Fix hasMoreRows missing
c94907e2b [Paul Lin] Explicitly set `resp.setHasMoreRows(false)` for operations
4d193fb1d [Paul Lin] Revert unrelated changes in FlinkOperation
ffd0367b3 [Paul Lin] Refactor getNextRowSetInternal to support fetch streaming data
Authored-by: Paul Lin <paullin3280@gmail.com>
Signed-off-by: Cheng Pan <chengpan@apache.org>
### _Why are the changes needed?_
For the operation getNextRowSet method, we shall add lock for it.
For example, for spark operation, the result iterator is not thread-safe, it might throw exception(if the jdbc client to kyuubi server connection socket timeout).
For incremental collect mode, the fetchResult might trigger a spark task to collect the incremental result(`self.next().toIterator`).
The jdbc client to kyuubi gateway timeout, but the fetchResult request has been sent to engine.
Then the jdbc client re-send the fetchResult request.
And the getNextResultSet in spark engine side concurrent execute.
And the result iterator is not thread-safe and might cause NPE.
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4949 from turboFei/lock_next_rowset.
Closes#4949
8f18f3236 [fwang12] getNextRowSetInternal and withLockRequired
Authored-by: fwang12 <fwang12@ebay.com>
Signed-off-by: fwang12 <fwang12@ebay.com>
### _Why are the changes needed?_
Close#4870
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4872 from pan3793/util.
Closes#4870
0b9fe3cba [Cheng Pan] nit
ecc5ee4f2 [Cheng Pan] fix
63be7a20c [Cheng Pan] test
85363c187 [Cheng Pan] style
2227247dd [Cheng Pan] fix package
11d10a081 [Cheng Pan] Add kyuubi-util and kyuubi-util-scala modules
Authored-by: Cheng Pan <chengpan@apache.org>
Signed-off-by: Cheng Pan <chengpan@apache.org>
### _Why are the changes needed?_
- explicitly set `n` to 1 in ChatGPT chat completion request (default to 1, https://platform.openai.com/docs/api-reference/chat/create#chat/create-n)
- use the only one choice of the chat completion response
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4810 from bowenliang123/chat-onechoice.
Closes#4810
f221de4e8 [bowenliang] one message
Authored-by: bowenliang <bowenliang@apache.org>
Signed-off-by: bowenliang <bowenliang@apache.org>
### _Why are the changes needed?_
- set session user when opening instance of ChatProvider
- use session user in ChatGPT request, to identify user of message and better monitor and abuse detection by OpenAI report( https://platform.openai.com/docs/api-reference/chat/create#chat/create-user)
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4809 from bowenliang123/chat-user.
Closes#4809
615d2385a [bowenliang] set session user in chatgpt request
Authored-by: bowenliang <bowenliang@apache.org>
Signed-off-by: bowenliang <bowenliang@apache.org>
### _Why are the changes needed?_
We meet an issue that cause all the operation stuck when closing operation.
Because now all the operations try to lock a Scala Enumeration val.
And if one of them stuck, all the others will be keep stuck.
In this pr, I add a lock for each operation.
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4739 from turboFei/op_lock.
Closes#4739
535400a42 [fwang12] revert
a93438927 [fwang12] lockInterruptibly
274abc9db [fwang12] utils
ceda7314f [fwang12] op lock
Authored-by: fwang12 <fwang12@ebay.com>
Signed-off-by: fwang12 <fwang12@ebay.com>
### _Why are the changes needed?_
- Make ChatGPT model ID configurable
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4558 from bowenliang123/chatgpt-model.
Closes#4558
63f8ee30d [liangbowen] nit
3012ccaaa [liangbowen] make chatgpt model configurable
Authored-by: liangbowen <liangbowen@gf.com.cn>
Signed-off-by: liangbowen <liangbowen@gf.com.cn>
### _Why are the changes needed?_
- use Java SDK `openai-java` for ChatGPT which is popular and listed in official website, https://github.com/TheoKanning/openai-java
- Focus on lifecycle in ChatGPTProvider, and prevent handling lower-level concepts in details, like POJO mapping, HTTP request handling.
- follow the changes from upstream changes from OpenAI
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [x] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4556 from bowenliang123/chatgpt-third.
Closes#4556
ecf1e2cf6 [liangbowen] manually add `openai-gpt3-java:*` and its dependency to LICENSE-binary
53b8375a5 [liangbowen] refactor ChatGPTProvider to use `openai-java` SDK
Authored-by: liangbowen <liangbowen@gf.com.cn>
Signed-off-by: liangbowen <liangbowen@gf.com.cn>
### _Why are the changes needed?_
- set authentication as default header in client construction instead of request construction
- handle response's status code in scala style
- transforming config's long value to int with `.intValue` instead of `asInstanceOf` casting
- fix var name to `response`
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [ ] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4554 from bowenliang123/chatgpt-http.
Closes#4554
114484a4d [liangbowen] httpclient improvement in ChatGPTProvider
Authored-by: liangbowen <liangbowen@gf.com.cn>
Signed-off-by: Cheng Pan <chengpan@apache.org>
### _Why are the changes needed?_
- Support Chinese question
- Support proxy settings
- Support setting timeout
<img width="1228" alt="image" src="https://user-images.githubusercontent.com/3898450/225851246-8762a451-9743-4c1d-8a33-cc49a926dfec.png">
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [x] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4548 from cxzl25/chatgpt_followup.
Closes#4548
1d5715442 [Cheng Pan] Update externals/kyuubi-chat-engine/src/main/scala/org/apache/kyuubi/engine/chat/provider/ChatGPTProvider.scala
7add6a733 [Cheng Pan] Update externals/kyuubi-chat-engine/src/main/scala/org/apache/kyuubi/engine/chat/provider/ChatGPTProvider.scala
55974f298 [sychen] fix
2d360e102 [sychen] typo
19b5d0814 [sychen] doc
bdf8e29b6 [sychen] 1.utf8;2.proxy;timeout
Lead-authored-by: sychen <sychen@ctrip.com>
Co-authored-by: Cheng Pan <pan3793@gmail.com>
Signed-off-by: Cheng Pan <chengpan@apache.org>
### _Why are the changes needed?_
Introduce a brand new CHAT engine, it's supposed to support different backends, e.g. ChatGPT, 文心一言, etc.
This PR implements the following providers:
- ECHO, simply replies a welcome message.
- GPT: a.k.a ChatGPT, powered by OpenAI, which requires a API key for authentication. https://platform.openai.com/account/api-keys
Add the following configurations in `kyuubi-defaults.conf`
```
kyuubi.engine.chat.provider=[ECHO|GPT]
kyuubi.engine.chat.gpt.apiKey=<chat-gpt-api-key>
```
Open an ECHO beeline chat engine.
```
beeline -u 'jdbc:hive2://localhost:10009/?kyuubi.engine.type=CHAT;kyuubi.engine.chat.provider=ECHO'
```
```
Connecting to jdbc:hive2://localhost:10009/
Connected to: Kyuubi Chat Engine (version 1.8.0-SNAPSHOT)
Driver: Kyuubi Project Hive JDBC Client (version 1.7.0)
Beeline version 1.7.0 by Apache Kyuubi
0: jdbc:hive2://localhost:10009/> Hello, Kyuubi!;
+----------------------------------------+
| reply |
+----------------------------------------+
| This is ChatKyuubi, nice to meet you! |
+----------------------------------------+
1 row selected (0.397 seconds)
```
Open a ChatGPT beeline chat engine. (make sure your network can connect the open API and configure the API key)
```
beeline -u 'jdbc:hive2://localhost:10009/?kyuubi.engine.type=CHAT;kyuubi.engine.chat.provider=GPT'
```
<img width="1109" alt="image" src="https://user-images.githubusercontent.com/26535726/225813625-a002e6e2-3b0d-4194-b061-2e215d58ba94.png">
### _How was this patch tested?_
- [x] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [x] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4544 from pan3793/chatgpt.
Closes#4544
87bdebb6d [Cheng Pan] nit
f7dee18f3 [Cheng Pan] Update docs
9beb55162 [cxzl25] chat api (#1)
af38bdc7c [Cheng Pan] update docs
9aa6d83a6 [Cheng Pan] Initial implement Kyuubi Chat Engine
Lead-authored-by: Cheng Pan <chengpan@apache.org>
Co-authored-by: cxzl25 <cxzl25@users.noreply.github.com>
Signed-off-by: Cheng Pan <chengpan@apache.org>
