I followed this example mentioned on this link - UITableView - Better Editing through Binding? I changed it a bit accordingly
Model class - 
     public static class TableData {
        private String firstName, lastName;
        private TableData(String first, String last) {
            this.firstName = first;
            this.lastName = last;
        }
        public String getFirstName() {
            return firstName;
        }
        public void setFirstName(String firstName) {
            this.firstName = firstName;
        }
        public String getLastName() {
            return lastName;
        }
        public void setLastName(String lastName) {
            this.lastName = lastName;
        }
    }
Custom Cell factory -
     public static class TextFieldCellFactory implements Callback<TableColumn<TableData, String>, TableCell<TableData, String>> {
    @Override
    public TableCell<TableData, String> call(TableColumn<TableData, String> param) {
        TextFieldCell textFieldCell = new TextFieldCell();
        return textFieldCell;
    }
    public static class TextFieldCell extends TableCell<TableData, String> {
        private TextField textField;
        private StringProperty boundToCurrently = null;
        private String newval = "";
        public TextFieldCell() {
            textField = new TextField();
            textField.setOnKeyPressed(new EventHandler<KeyEvent>() {
                @Override
                public void handle(KeyEvent t) {
                    if (t.getCode() == KeyCode.ENTER) {
                        System.out.println("key pressed");
                        commitEdit(textField.getText());
                    } else if (t.getCode() == KeyCode.ESCAPE) {
                        cancelEdit();
                    }
                }
            });
            textField.textProperty().addListener(new ChangeListener<String>() {
                @Override
                public void changed(ObservableValue<? extends String> observable, String oldValue, String newValue) {
             // throw new UnsupportedOperationException("Not supported yet."); //To change body of generated methods, choose Tools | Templates.
                    // commitEdit(newValue);
                    System.out.println("" + newValue);
                    newval = newValue;
                }
            });
            textField.focusedProperty().addListener(new ChangeListener<Boolean>() {
                public void changed(ObservableValue<? extends Boolean> observable, Boolean oldValue, Boolean newValue) {
                        if(!newValue){
                        System.out.println("losing focus" + newval);
                        //commichange();
                        commitEdit(textField.getText());
                        }
                    }
                });
            this.setGraphic(textField);
        }
        @Override
        protected void updateItem(String item, boolean empty) {
            super.updateItem(item, empty);
            if (!empty) {
                // Show the Text Field
                this.setContentDisplay(ContentDisplay.GRAPHIC_ONLY);
                textField.setText(item);
            } else {
                this.setContentDisplay(ContentDisplay.TEXT_ONLY);
            }
        }
    }
}
setting onEditCommit-
c1.setOnEditCommit(
            new EventHandler<TableColumn.CellEditEvent<TableData, String>>() {
                @Override
                public void handle(TableColumn.CellEditEvent<TableData, String> t) {
                    System.out.println("ON edit commit" + t);
                    ((TableData) t.getTableView().getItems().get(
                            t.getTablePosition().getRow())).setFirstName(t.getNewValue());
                }
            }
    );
- Problem 1- I want to know what happens when commitEdit() is called. Does it invoke setOnEditCommit ? If it does then why its not invoking setOnEditCoommit
 - Problem 2 - Why its not going into setOnEditCommit?
 - Problem 3 I applied startEdit just to check if its enters that field. But that method also is not getting invoked.
 
Can anyone specify what i am missing here.I don't want a workaround. I need to understand whats the reason behind it P.S I have removed the binding properties as given in the link.