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Improve TFX Taxi Sample and Components. (#518)

* Improve TFX Taxi Sample and Components.

- Confusion matrix and ROC components support flexible target.
- Use single mode instead of 4 different modes for TFDV, TFMA, TFT, Predicton.
- TFDV output's schema path directly.
- Add Confusion Matrix and ROC components to tf taxi sample.

* Follow up code review comments.

1219 of 1378 branches covered (88.46%)

Branch coverage included in aggregate %.

2221 of 2319 relevant lines covered (95.77%)

54.75 hits per line