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Two-Way Data Flow

In all the examples we've seen till this point, data always flows in a single direction. Now we'll introduce two-way data flow which allows data to flow in both directions between a pair of cells.

Mutable Computed Cells

A Mutable computed cell is a cell which ordinarily functions like a normal computed cell, created with ValueCell.computed, but can also have its value set directly as though it is a MutableCell. When the value of a mutable computed cell is set, it reverses the computation by setting the argument cells to a value such that if the mutable computed cell were to be recomputed, the same value would be produced as the value that was set. This allows data to flow in two directions, whereas ValueCell.computed() only allows data to flow in a single direction.

Mutable computed cells are created using MutableCell.computed, which takes the computation function and reverse computation function. The computation function computes the cell's value as a function of argument cells, like ValueCell.computed. The reverse computation function reverses the computation by assigning a value to the argument cells. It is given the value that was assigned to the value property.

Example:

Mutable computed cell example
final a = MutableCell<num>(0);

final strA = MutableCell.computed(() => a().toString(), (value) {
a.value = num.tryParse(value) ?? 0;
});

The mutable computed cell strA converts the value of its argument cell a to a string. When the value of strA is set:

  1. A num is parsed from the value.
  2. The value of a is set to the parsed num value.
strA.value = '100';
print(a.value + 1); // Prints: 101

This definition will prove useful when implementing a text field for numeric input. In-fact, this library already provides a definition for this cell with the mutableString extension method on MutableCell's holding int, double and num values.

Example of mutableString()
final a = MutableCell<num>(0);
final strA = a.mutableString();

Implementing a text field for numeric input is as simple as binding the mutableString cell to the content property of a LiveTextField:

Text field for numeric input
CellWidget.builder((_) {
final a = MutableCell<num>(0);
final square = a * a;

return Column(
children: [
LiveTextField(
content: a.mutableString()
keyboardType: TextInputType.number
),
Text('${a()}^2 = ${square()}')
]
);
});

An integer is parsed from the LiveTextField, it's square is computed and displayed in a Text widget below the field.

info

An explicit generic type parameter is given to MutableCell to allow it to store all numeric values, not just integers, which is the deduced type of its initial value 0.

Here's a larger example containing two text fields for numeric input, a widget that displays the sum of the two numbers entered and a "Reset" button:

Text field for numeric input
CellWidget.builder((_) {
final a = MutableCell<num>(0);
final b = MutableCell<num>(0);

final sum = a + b;

return Column(
children: [
Row(
children: [
LiveTextField(
content: a.mutableString(),
keyboardType: TextInputType.number
),
SizedBox(width: 5),
Text('+'),
SizedBox(width: 5),
LiveTextField(
content: b.mutableString(),
keyboardType: TextInputType.number
),
],
),
Text('${a()} + ${b()} = ${sum()}'),
FilledButton(
child: Text('Reset'),
onPressed: () => MutableCell.batch(() {
a.value = 0;
b.value = 0;
})
)
]
);
});

In this example two LiveTextFields are defined with their content cells bound to the mutableString() of cells a and b, respectively. This allows us to handle the input provided in the fields as numbers rather than strings.

The sum computed cell, defined by a cell expression, computes the sum of a and b. The values of cells a, b and sum are displayed in a Text widget below the fields.

The "Reset" button resets both fields by setting the value of a and b to 0. Consequently, this also resets the sum and the value displayed in the Text widget.

info

MutableCell.batch was used when resetting the fields, in order to reset both fields simultaneously.

Without mutable computed cells and two-way data flow, this example would require that an onChanged event callback is added on the fields which does the parsing logic and then updates the values of the cells.

The benefits of using LiveTextField and mutable computed cells are:

  • No need for a TextEditingController which you have to remember to dispose.
  • No manual synchronization of state between the TextEditingController and the widget State / ChangeNotifier object. Your state is instead stored in one place and in one representation.
  • No need to use StatefulWidget or make ugly empty calls to setState(() {}) to force the widget to update when the text property of the TextEditingController is updated.

Multiple Arguments

Mutable computed cells can be defined as a function of more than one argument cell. For example we can define a sum cell, that ordinarily computes the sum of two numbers held in cells a and b. When sum is assigned a value, a and b are set to one half of the sum that was assigned.

Multi-argument mutable computed cell
final a = MutableCell<num>(0);
final b = MutableCell<num>(1);

final sum = MutableCell.computed(() => a() + b(), (sum) {
final half = sum / 2;

a.value = half;
b.value = half;
});

The reverse computation function assigns the sum divided by two to both cells a and b.

All that we need to do add this functionality to the previous example, is to add a LiveTextField and bind its content to the sum cell.

Here's the full example with a LiveTextField for the result of the addition:

Multi-argument mutable computed cell
CellWidget.builder((_) {
final a = MutableCell<num>(0);
final b = MutableCell<num>(0);

final sum = MutableCell.computed(() => a() + b(), (sum) {
final half = sum / 2;

a.value = half;
b.value = half;
});

return Column(
children: [
Row(
children: [
LiveTextField(
content: a.mutableString(),
keyboardType: TextInputType.number
),
SizedBox(width: 5),
Text('+'),
SizedBox(width: 5),
LiveTextField(
content: b.mutableString(),
keyboardType: TextInputType.number
),
SizedBox(width: 5),
Text('='),
SizedBox(width: 5),
LiveTextField(
content: sum.mutableString(),
keyboardType: TextInputType.number
)
],
)
]
);
});
  • Entering a value in the fields for a and b will result in the sum being recomputed and displayed in its field.
  • Entering a value in the field for the sum results in the values for a and b being updated such that their sum equals the value entered.