# Redux framework 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. ## Test functionality ### reducerTester Fluent API that simplifies the testing of reducers #### Usage ```typescript reducerTester() .givenReducer(someReducer, initialState) .whenActionIsDispatched(someAction('reducer tests')) .thenStateShouldEqual({ ...initialState, data: 'reducer tests' }); ``` #### 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')]); ``` ## 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; class PanelEditorUnconnected extends PureComponent {}; 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).