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This is a reverse chronological list of the major TinyBase releases, with highlighted features.


This major new release adds key/value store functionality to TinyBase. Alongside existing tabular data, it allows you to get, set, and listen to, individual Value items, each with a unique Id.

const store = createStore().setValues({employees: 3, open: true});
// -> {employees: 3, open: true}

const listenerId = store.addValueListener(
  (store, valueId, newValue, oldValue) => {
    console.log(`Value '${valueId}' changed from ${oldValue} to ${newValue}`);

store.setValue('employees', 4);
// -> "Value 'employees' changed from 3 to 4"


Guides and documentation have been fully updated, and certain demos - such as the Todo App v2 (indexes) demo, and the Countries demo - have been updated to use this new functionality.

If you use the optional ui-react module with TinyBase, v3.0 now uses and expects React v18.

In terms of core API changes in v3.0, there are some minor breaking changes (see below), but the majority of the alterations are additions.

The Store object gains the following:

The following types have been added to the store module:


  • The persisters' load method and startAutoLoad method take an optional initialValues parameter for setting Values when a persisted Store is bootstrapped.
  • The Checkpoints module will undo and redo changes to keyed values in the same way they do for tabular data.
  • The tools module provides a getStoreValuesSchema method for inferring value-based schemas. The getStoreApi method and getPrettyStoreApi method now also provides an ORM-like code-generated API for schematized key values.

All attempts have been made to provide backwards compatibility and/or easy upgrade paths.

In previous versions, getJson method would get a JSON serialization of the Store's tabular data. That functionality is now provided by the getTablesJson method, and the getJson method instead now returns a two-part array containing the tabular data and the keyed value data.

Similarly, the getSchemaJson method used to return the tabular schema, now provided by the getTablesSchemaJson method. The getSchemaJson method instead now returns a two-part array of tabular schema and the keyed value schema.

The setJson method used to take a serialization of just the tabular data object. That's now provided by the setTablesJson method, and the setJson method instead expects a two-part array containing the tabular data and the keyed value data (as emitted by the getJson method). However, for backwards compatibility, if the setJson method is passed an object, it will set the tabular data, as it did prior to v3.0.0.

Along similar lines, the setSchema method's previous behavior is now provided by the setTablesSchema method. The setSchema method now takes two arguments, the second of which is optional, also aiding backward compatibility. The delSchema method removes both types of schema.


This release includes a new tools module. These tools are not intended for production use, but are instead to be used as part of your engineering workflow to perform tasks like generating APIs from schemas, or schemas from data. For example:

store.setTable('pets', {
  fido: {species: 'dog'},
  felix: {species: 'cat'},
  cujo: {species: 'dog'},

const tools = createTools(store);
const [dTs, ts] = tools.getStoreApi('shop');

This will generate two files:

// -- shop.d.ts --
/* Represents the 'pets' Table. */
export type PetsTable = {[rowId: Id]: PetsRow};
/* Represents a Row when getting the content of the 'pets' Table. */
export type PetsRow = {species: string};

// -- shop.ts --
export const createShop: typeof createShopDecl = () => {

This release includes a new tinybase CLI tool which allows you to generate Typescript definition and implementation files direct from a schema file:

npx tinybase getStoreApi schema.json shop api

    Definition: [...]/api/shop.d.ts
Implementation: [...]/api/shop.ts

Finally, the tools module also provides ways to track the overall size and structure of a Store for use while debugging.


This release allows you to create indexes where a single Row Id can exist in multiple slices. You can utilize this to build simple keyword searches, for example.

Simply provide a custom getSliceIdOrIds function in the setIndexDefinition method that returns an array of Slice Ids, rather than a single Id:

store.setTable('pets', {
  fido: {species: 'dog'},
  felix: {species: 'cat'},
  rex: {species: 'dog'},

const indexes = createIndexes(store);
indexes.setIndexDefinition('containsLetter', 'pets', (_, rowId) =>

// -> ['f', 'i', 'd', 'o', 'e', 'l', 'x', 'r']
console.log(indexes.getSliceRowIds('containsLetter', 'i'));
// -> ['fido', 'felix']
console.log(indexes.getSliceRowIds('containsLetter', 'x'));
// -> ['felix', 'rex']

This functionality is showcased in the Word Frequencies demo if you would like to see it in action.


Announcing the next major version of TinyBase 2.0! This is an exciting release that evolves TinyBase towards becoming a reactive, relational data store, complete with querying, sorting, and pagination. Here are a few of the highlights...

Query Engine

The flagship feature of this release is the new queries module. This allows you to build expressive queries against your data with a SQL-adjacent API that we've cheekily called TinyQL. The query engine lets you select, join, filter, group, sort and paginate data. And of course, it's all reactive!

The best way to see the power of this new engine is with the two new demos we've included this release:

Thumbnail of demo The Car Analysis demo showcases the analytical query capabilities of TinyBase v2.0, grouping and sorting dimensional data for lightweight analytical usage, graphing, and tabular display. Try this demo here.

Thumbnail of demo The Movie Database demo showcases the relational query capabilities of TinyBase v2.0, joining together information about movies, directors, and actors from across multiple source tables. Try this demo here.

Sorting and Pagination

To complement the query engine, you can now sort and paginate Row Ids. This makes it very easy to build grid-like user interfaces (also shown in the demos above). To achieve this, the Store now includes the getSortedRowIds method (and the addSortedRowIdsListener method for reactivity), and the Queries object includes the equivalent getResultSortedRowIds method and addResultSortedRowIdsListener method.

These are also exposed in the optional ui-react module via the useSortedRowIds hook, the useResultSortedRowIds hook, the SortedTableView component and the ResultSortedTableView component, and so on.

Queries in the ui-react module

The v2.0 query functionality is fully supported by the ui-react module (to match support for Store, Metrics, Indexes, and Relationship objects). The useCreateQueries hook memoizes the creation of app- or component-wide Query objects; and the useResultTable hook, useResultRow hook, useResultCell hook (and so on) let you bind you component to the results of a query.

This is, of course, supplemented with higher-level components: the ResultTableView component, the ResultRowView component, the ResultCellView component, and so on. See the Building A UI With Queries guide for more details.

It's a big release!

Thank you for all your support as we brought this important new release to life, and we hope you enjoy using it as much as we did building it. Please provide feedback via Github and Twitter!


Adds support for explicit transaction start and finish methods, as well as listeners for transactions finishing.

The startTransaction method and finishTransaction method allow you to explicitly enclose a transaction that will make multiple mutations to the Store, buffering all calls to the relevant listeners until it completes when you call the finishTransaction method.

Unlike the transaction method, this approach is useful when you have a more 'open-ended' transaction, such as one containing mutations triggered from other events that are asynchronous or not occurring inline to your code. You must remember to also call the finishTransaction method explicitly when the transaction is started with the startTransaction method, of course.

store.setTables({pets: {fido: {species: 'dog'}}});
store.addRowListener('pets', 'fido', () => console.log('Fido changed'));

store.setCell('pets', 'fido', 'color', 'brown');
store.setCell('pets', 'fido', 'sold', true);
// -> 'Fido changed'

In addition, see the addWillFinishTransactionListener method and the addDidFinishTransactionListener method for details around listening to transactions completing.

store.addWillFinishTransactionListener((store, cellsTouched) =>
  console.log(`Cells touched: ${cellsTouched}`),

store.transaction(() => store.setCell('pets', 'fido', 'species', 'dog'));
// -> 'Cells touched: false'

store.transaction(() => store.setCell('pets', 'fido', 'color', 'walnut'));
// -> 'Cells touched: true'
// -> 'Fido changed'

Together, this release allows stores to couple their transaction life-cycles together, which we need for the query engine.


This adds a way to revert transactions if they have not met certain conditions.

When using the transaction method, you can provide an optional doRollback callback which should return true if you want to revert the whole transaction at its conclusion.

The callback is provided with two objects, changedCells and invalidCells, which list all the net changes and invalid attempts at changes that were made during the transaction. You will most likely use the contents of those objects to decide whether the transaction should be rolled back.


This release allows you to listen to invalid data being added to a Store, allowing you to gracefully handle errors, rather than them failing silently.

There is a new listener type InvalidCellListener and a addInvalidCellListener method in the Store interface.

These allow you to keep track of failed attempts to update the Store with invalid Cell data. These listeners can also be mutators, allowing you to address any failed writes programmatically.

For more information, please see the addInvalidCellListener method documentation. In particular, this explains how this listener behaves for a Store with a TablesSchema.