Last updated about 3 years ago

Databases

Resources

• Awesome Databases Collection Github

RDBMS Notes

Terminology

• Tables - Collection of entities

• Columns - Single Attribute

• Rows - Single Entity (Record)

Normalization

• 1st Form

  • Must have a Primary key
  • No repetition of column data
  • No multivalue attributes

• 2st Form

  • No repetition of row data
  • All keys in a table depend on primary key
  • Each table is one logical unit

• 3rd Form

  • No dependencies in between columns of same table
  • No derived values stored

• Goes all the way till 6th Normal Form (theoretically)

Denormalization

Multiplicity (Foreign Relations)

• One to One

• One to Many

  • Key stored in “Many” table

• Many to Many

  • Requires extra table to hold relations (junction table)

JOINS

Assume tables A and B with some primary-foreign key relationship.

• A Inner Join B: Only records in A and B that match (intersection)

• A Left Join B: All records in A + matching records in B (A + intersection)

• A Right Join B: All records in B + matching records in A (B + intersection)

• A Outer Join B: All records in A + All records in B (union)

• A Cross Join B (Cartesian Product): All records in A x All records in B

Transaction

a logical unit of work against a database which may spread across one or more operations.

• Follow ACID properties:

  • Atomicity: (operations) succeed or fail completely (no partials)

  • Consistency: data is always in valid state before and after transaction (constraints are checked)

  • Isolation: One transaction does not affect another transaction

  • Durability: Results of a transaction are permanent

• Explicit Transaction Control:

  • BEGIN [TRANSACTION] - Start a transaction, operations follow this keyword
  • COMMIT [TRANSACTION] - Define a transaction success; data is saved in database
  • ROLLBACK [TRANSACTION] - Define a transaction failure; database is reverted to previous valid state

Database Implementations

• Sqlite

• Postgres

• MySQL

• VoltDB

• Scylla

• Redis

• MongoDB

• Realm

• Neo4j

• ArrangoDB

• CouchDB

• Cassandra

• CockroachDB

• DynamoDB (Amazon)

• OracleDB (JSON/RDBMS)

• Firebase Cloud Store

• Firebase Realtime Store

• InfluxDB

• IndexDB (Browser)