Lowest Common Denominator API to supported Databases
npm install @naturalcycles/db-lib> Lowest Common Denominator API to supported Databases




Defines 3 things:
- CommonDB interface
- CommonDao class
- DBQuery class
CommonDB serves as a Lowest Commond Denominator between different DB implementations (see further).
So you can use same syntax, e.g getById across
different DBs.
DBQuery allows to use the same _query syntax_ across different DBs! E.g:
``typescript
const q = DBQuery.create('table1')
.filterEq('type', 'cat')
.filter('updated', '>', '2019-01-17')
.order('name', true)
await db.runQuery(q)
`
So, you can run it against Datastore, Firestore, Redis, MongoDB, Airtable, etc. Different DBs, same
syntax!
You can swap DB implementations without changing your application code. Migrate Datastore to
Firestore? Easy.
You can test your code against InMemoryDB (that implements full CommonDB interface, even withInMemoryDB
querying, streaming, etc). So, your unit tests can use exactly same querying syntax, or even exactly
same services, DAOs. Just swap real DB with in your setupJest.ts (for example).
- [x] InMemoryDB (with optional file persistence, Redis-like; implemented in this package)
- [x] datastore-lib (GCP Datastore, or Firestore
in Datastore mode)
- [x] firestore-lib (Firestore in Native mode)
- [x] mysql-lib (MySQL)
- [x] redis-lib (Redis)
- [x] mongo-lib (MongoDB)
- [x] airtable-lib (Airtable)
- [x] HttpDB (CommonDB exposed via REST API, implemented in
backend-lib)
- [x] spreadsheet-lib "Google Spreadsheets as a
Database"
- [x] github-db "github branch as a Database"
- [x] sqlite-lib SqliteDB (in progress),
SqliteKeyValueDB (done)
- CommonDB, CommonDao, DBQuery
- Streaming (Node.js streams with backpressure)
- DBM / BM, validation, conversion (Joi-powered)
- Conventions
- String idscreated
- , updated (unix timestamps)2019-06-21
- Dates as ISO strings, e.g
- Timestamps as unixtimestamps (seconds, not milliseconds; UTC)
- Complex objects as JSON serialized to string (DBM), converted to object (BM)
CommonDB is a low-level API (no high-level sugar-syntax). CommonDao is the opposite - a high-level
API (with convenience methods), built on top of CommonDB.
Concerns of CommonDB:
- Access to DB (all tables): CRUD (create, read, update, delete)
- Batch methods (cause they can be more optimal if implemented "natively")
- Querying
- Streaming
Concerns of CommonDao:
- Access to one DB Table ("kind")
- Transformation between DBM and BM, validation/conversion
- Auto-generating id, created, updated fields
- Anonymization hook to be able to plug your implementation (privacy by design)
- ping
- getByIds
- runQuery
- runQueryCount
- streamQuery
- saveBatch
- deleteByIds
- deleteByQuery
- getTables
- getTableSchema
- createTable
###### ping
ping(): Promise
Call this to check that DB connection, credentials, configuration is working. Should throw an error
if any of above is invalid.
###### getByIds
getByIds
`typescript`
await db.getByIds('table1', ['id1, 'id2'])
// [ { id: 'id1', ... }, { id: 'id2', ... } ]
Should return items in the same order as ids in the input.
Only returns items that are found, does not return undefined (absent) items.
###### runQuery
runQuery
`typescript
const q = DBQuery.create('table1').filterEq('type', 'cat').order('name', true) // desc
await db.runQuery(q)
// { records: [ { ... }, { ... }, ... ] }
`
###### runQueryCount
runQueryCount(q: DBQuery): Promise
`typescript`
await db.runQuery(DBQuery.create('table1'))
// 5
###### streamQuery
streamQuery
Returns ReadableTyped (typed wrapper of Node.js
Readable).
Streams in Node.js support back-pressure by default (if piped properly by the consumer).
`ts
const q = DBQuery.create('table1') // "return all items" query
await _pipeline([
db.streamQuery(q),
writableForEach(item => {
console.log(item)
}),
])
// { item1 }
// { item2 }
// ...
`
Alternative:
`ts`
await db.streamQuery(q).forEach(item => {
console.log(item)
})
###### saveBatch
saveBatch
Since CommonDB is a "minimal API", there's no save method for a single item, only for multiple. Pass
an array with single item to save just one item.
`typescript
const items = [
{ item1 },
{ item2 },
]
await db.saveBatch('table1', items) // returns void
await db.runQuery(DBQuery.create('table1') // "get all" query
// [ { item1 }, { item2 } ]
`
###### deleteByIds
deleteByIds(table: string, ids: string[]): Promise
Returns number of deleted items (not all CommonDB implementations support that).
`typescript`
await db.deleteByIds('table1', ['id1', 'id2'])
// 2
###### deleteByQuery
deleteByQuery(q: DBQuery): Promise
Returns number of deleted items.
`typescript`
await db.deleteByQuery(DBQuery.create('table1'))
// 2
###### getTables
getTables(): Promise
`typescript`
await db.getTables()
// [ 'table1', 'table2' ]
###### getTableSchema
getTableSchema(table: string): Promise
`typescript`
await db.getTableSchema('table1')
Returns a JsonSchema, generated from the table.
###### createTable
createTable(table: string, schema: JsonSchemaObject): Promise
Applicable to Relational DBs, like MySQL. Will invoke smth like create table Table1 ... ;. Takes aJsonSchema as an argument.
Object that defines "DB Query".
`typescript
// Simplest query - "get all" query
DBQuery.create('table1')
// where type = "cat"
DBQuery.create('table1').filter('type', '==', 'cat')
// OR
DBQuery.create('table1').filterEq('type', 'cat')
// Where updated > 2019-01-17
DBQuery.create('table1').filter('updated', '>', '2019-01-17')
// order by 'name'
DBQuery.create('table1').filter('updated', '>', '2019-01-17').order('name')
// order by 'name' in descending order
DBQuery.create('table1').filter('updated', '>', '2019-01-17').order('name', true)
`
Features:
###### .filter(key: string, operator: Operator, value: any)
`typescript`
.filter('updatedDate', '>', '2019-01-17')
###### .filterEq(key: string, value: any)
`typescript`
.filterEq('updated', true)
###### .order(key: string, descending: boolean = false)
`typescript`
.order('updated') // asc
.order('updated', true) // desc
###### .limit(lim: number)
`typescript`
.limit(1000)
.limit(0) // no limit
###### .select(fields: string[])
Allows "projection queries" - queries that return subset of fields. Like select a,b,c from Tableselect * from Table
in SQL, as opposed to .
Passing empty array will actually return an array of empty objects (documented edge case).
`typescript``
.select([]) // returns [ {}, {}, {} ]
.select(['id']) //=> [ { id: 'id1' }, { id: 'id2' }, ... ]
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