Merge pull request !601 from LiHongzhang/fix_caching

Merge pull request !511 from wangshuide/wsd0727

Merge pull request !458 from wangshuide/fix_ci

1. New a thread to load detail info. Loading detail info takes too much time,
so the summary list and lineage can not be loaded timely.
2. Add a status for DetailCacheManager to indicate it is INIT, LOADING or DONE.
3. Update UT/ST.

Merge pull request !442 from wangshuide/wsd_handle_special_tensor

Merge pull request !445 from wenkai/wk4_0721_ci_pickle_error_fix

Merge pull request !443 from wenkai/perf_opt2_0721

For max processes used for computing, we need to make sure every summary directory has a process to load data. We also should not use too many processes to avoid system problems (eg. out of memory). So we calc the max processes cnt in _calc_default_max_processes_cnt

For _load_data_in_thread_wrapper, because self._load_data_in_thread() will create process pool when loading files, we can not afford to run multiple self._load_data_in_thread() simultaneously. So we use a lock to make sure that only one self._load_data_in_thread() is running.

1. delete original message in HistogramContainer
2. Wrap image content in ImageContainer

Main features:

1. Use the ComputingResourceManager to manage all computing workers.
2. Ensure fair worker number between summary directories at first. So every summary directories in cache will be loaded simultaneously.
3. When a summary directory is loaded, it's worker will be released, and other unfinished summary directories can use the released workers to speed up. This way we solved the slow worker problem.

Code changes:

1. Added computing_resource_mgr.py
2. Passed ComputingResourceManager instances instead of workers_count
3. Simplified the _load_single_fine() function a bit.

1. To accelerate summary file parsing, multiple processes are used. As the first step to mindinsight parsing performance optimization, we only made changes to _load_single_file function.

2. This PR will imporve summary parsing throughput dramatically (about cpu_count times)

3. Changes are mainly about _load_single_file function

In the future, a more global concurrent computing framework is needed for mindinsight. See the gitee wiki doc for details.

Merge pull request !404 from yuximiao/master

Merge pull request !399 from luopengting/fix_lineage_update

Merge pull request !269 from 治愈系潇洒哥/master

Merge pull request !281 from liangyongxiong/fix-summary-watcher

Merge pull request !202 from liangyongxiong/fix-param-validation

Merge pull request !167 from liangyongxiong/redundant-codes