Supporting Arctic Backend Provider & Orderbook, Tick Data Example (#744)

* change weight_decay & batchsize

* del weight_decay

* big weight_decay

* mid weight_decay

* small layer

* 2 layer

* full layer

* no weight decay

* divide into two data source

* change parse field

* delete some debug

* add Toperator

* new format of arctic

* fix cache bug to arctic read

* fix connection problem

* add some operator

* final version for arcitc

* clear HZ cache

* remove not used function

* add topswrappers

* successfully import data and run first test

* A simpler version to support arctic

* Successfully run all high-freq expressions

* Black format and fix add docs

* Add docs for download and test data

* update scripts and docs

* Add docs

* fix bug

* Refine docs

* fix test bug

* fix CI error

* clean code

Co-authored-by: bxdd <bxddream@gmail.com>
Co-authored-by: wangwenxi.handsome <wangwenxi.handsome@gmail.com>
Co-authored-by: Young <afe.young@gmail.com>

setup.py

@@ -78,6 +78,7 @@ REQUIRED = [
     "dill",
     "dataclasses;python_version<'3.7'",
     "filelock",
+    "arctic",
 ]
 
 # Numpy include