Query execution report

### 1. Describe the feature
Produce an execution report dynamically for each query. The content of report could include:
* runtime statistics (e.g. input/output bytes)
* resouce usage
* exception analysis
* suggestion of optimization

### 2. Motivation
It's a bit hard for data developers to some trouble shooting or SQL optimization which requires a lot of knowledge of Apache Spark or other engine.

Kyuubi can provide a friendly report for every engine and every SQL query.

### 3. Describe the solution
Collect the engine metrics and some key log is always the first step. Then we can use these data to do analysis with near real-time.

### 4. Additional context
We may need UI to show the report.