feat: component cell supports report tab, outputs as context variable and train-predict/binrule-binsub pipeline

[z0gSh1u]

• sf.report output now sends to the frontend by Comm message and displays on Report tab
• model training now exposes trained model and other outputs to context variables and can be used in model prediction components
• so as binning rule generators expose binning rule and can be referred to in vert_bin_substitution
• refactored component.json schema according to latest secretflow sf.components.entry.COMP_MAP and test cases
• generated Python code narrows into its own scope
• a notebook for testing all components in secretflow document is prepared

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[z0gSh1u]

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