BUG: ipython data missing columns due to column pruning

[ChengjieLi28]

1. Remove chunk graph column pruning rule since we have already done the column pruning on tileable graph
2. In the ipython env, some tileables may miss columns data due to column pruning rule. We need re-execute those tileables when used again instead of just fetching them.
3. Fix a bug caused by chunk graph column pruning rule like

   import xorbits.pandas as pd
   df = pd.read_parquet('xxx')
   print(df['a'].mean())

Related issue number

Fixes #672

Check code requirements

• [x] tests added / passed (if needed)
• [x] Ensure all linting tests pass

[codecov[bot]]

Codecov Report

Merging #681 (0ae2ecb) into main (385750e) will increase coverage by 0.01%. The diff coverage is 81.81%.

@@            Coverage Diff             @@
##             main     #681      +/-   ##
==========================================
+ Coverage   93.49%   93.51%   +0.01%     
==========================================
  Files        1027     1025       -2     
  Lines       79426    79331      -95     
  Branches    16458    16440      -18     
==========================================
- Hits        74263    74184      -79     
+ Misses       3482     3455      -27     
- Partials     1681     1692      +11     

Flag	Coverage Δ
unittests	93.40% <81.81%> (+0.01%)	:arrow_up:

Flags with carried forward coverage won't be shown. Click here to find out more.

Files Changed	Coverage Δ
...rbits/_mars/optimization/logical/chunk/__init__.py	100.00% <ø> (ø)
python/xorbits/_mars/deploy/oscar/session.py	95.08% <81.25%> (-0.55%)	:arrow_down:
python/xorbits/_mars/dataframe/indexing/align.py	100.00% <100.00%> (ø)

... and 13 files with indirect coverage changes