1. update diff.py,experiments.py,metrics.py,params.py,status.py to
print prettify json
2. rewrite write_json in __init__.py to accept default function
3. add new unit test for write_json in tests/unit/ui/test_console.py
4. Fix#6712
Co-authored-by: Zhenyu Gao <[email protected]>