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# Redux framework
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Grafana uses [Redux Toolkit ](https://redux-toolkit.js.org/ ) to handle Redux boilerplate code.
> Some of our Reducers are used by Angular and therefore state is to be considered as mutable for those reducers.
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## Test functionality
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### reducerTester
Fluent API that simplifies the testing of reducers
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#### Usage
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```typescript
reducerTester()
.givenReducer(someReducer, initialState)
.whenActionIsDispatched(someAction('reducer tests'))
.thenStateShouldEqual({ ...initialState, data: 'reducer tests' });
```
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#### Complex usage
Sometimes you encounter a `resulting state` that contains properties that are hard to compare, such as `Dates` , but you still want to compare that other props in state are correct.
Then you can use `thenStatePredicateShouldEqual` function on `reducerTester` that will return the `resulting state` so that you can expect upon individual properties..
```typescript
reducerTester()
.givenReducer(someReducer, initialState)
.whenActionIsDispatched(someAction('reducer tests'))
.thenStatePredicateShouldEqual(resultingState => {
expect(resultingState.data).toEqual('reducer tests');
return true;
});
```
### thunkTester
Fluent API that simplifies the testing of thunks.
#### Usage
```typescript
const dispatchedActions = await thunkTester(initialState)
.givenThunk(someThunk)
.whenThunkIsDispatched(arg1, arg2, arg3);
expect(dispatchedActions).toEqual([someAction('reducer tests')]);
```
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## Typing of connected props
It is possible to infer connected props automatically from `mapStateToProps` and `mapDispatchToProps` using a helper type `ConnectedProps` from Redux. For this to work the `connect` call has to be split into two parts.
```typescript
import { connect, ConnectedProps } from 'react-redux'
const mapStateToProps = (state: StoreState) => {
return {
location: state.location,
initDone: state.panelEditor.initDone,
uiState: state.panelEditor.ui,
};
};
const mapDispatchToProps = {
updateLocation,
initPanelEditor,
panelEditorCleanUp,
setDiscardChanges,
updatePanelEditorUIState,
updateTimeZoneForSession,
};
const connector = connect(mapStateToProps, mapDispatchToProps);
type Props = OwnProps & ConnectedProps< typeof connector > ;
class PanelEditorUnconnected extends PureComponent< Props > {};
export const PanelEditor = connector(PanelEditorUnconnected);
```
For more examples, refer to the [Redux docs ](https://react-redux.js.org/using-react-redux/static-typing#inferring-the-connected-props-automatically ).