Databases and schemas in Snowflake - Commands & Configuration

Introduction

When you store data in Snowflake, you organize it into databases and schemas. This helps keep your data tidy and easy to find, like folders and subfolders on your computer.

When you want to separate data for different projects or teams within the same Snowflake account.

When you need to control access to specific sets of data by grouping tables inside schemas.

When you want to organize your data logically to make it easier to manage and query.

When you are setting up a new environment for development, testing, or production and want clear separation.

When you want to avoid mixing data from different sources or applications.

Commands

This command creates a new database named 'example_db' to hold your data collections.

Terminal

CREATE DATABASE example_db;

Expected Output

SQL executed successfully.

This creates a schema called 'sales_schema' inside the 'example_db' database to organize related tables.

Terminal

CREATE SCHEMA example_db.sales_schema;

Expected Output

SQL executed successfully.

This command lists databases matching 'example_db' to confirm it was created.

Terminal

SHOW DATABASES LIKE 'example_db';

Expected Output

name       | created_on          | owner  

example_db | 2024-06-01 12:00:00 | ACCOUNTADMIN

This lists schemas inside 'example_db' matching 'sales_schema' to verify its creation.

Terminal

SHOW SCHEMAS IN DATABASE example_db LIKE 'sales_schema';

Expected Output

name         | database_name | created_on          | owner  

sales_schema | EXAMPLE_DB   | 2024-06-01 12:01:00 | ACCOUNTADMIN

Key Concept

If you remember nothing else from this pattern, remember: databases hold schemas, and schemas hold tables to keep your data organized.

Common Mistakes

Trying to create a schema without specifying the database name.

Snowflake needs to know which database the schema belongs to, or it will create it in the current database which might not be intended.

Always specify the database name before the schema, like CREATE SCHEMA example_db.sales_schema;

Assuming schemas are the same as databases.

Schemas are containers inside databases, not separate databases themselves, so mixing them up can cause confusion in data organization.

Understand that databases are top-level containers and schemas are subdivisions inside them.

Summary

Create a database to hold your data collections.

Create schemas inside the database to organize tables logically.

Use SHOW commands to verify your databases and schemas exist.

Practice

1. What is the main purpose of a schema in Snowflake?

easy

A. To store user login credentials

B. To organize tables and other data objects within a database

C. To manage network security settings

D. To create virtual machines

Solution

1. Step 1: Understand the role of a schema

   A schema is a container inside a database that holds tables and other data objects.

2. Step 2: Differentiate schema from other components

   User credentials, security settings, and virtual machines are unrelated to schemas in Snowflake.

3. Final Answer:

   To organize tables and other data objects within a database -> Option B

4. Quick Check:

   Schema = container for tables [OK]

Hint: Schemas hold tables inside databases [OK]

Common Mistakes:

• Confusing schemas with user accounts
• Thinking schemas manage security
• Mixing schemas with infrastructure components

2. Which of the following is the correct syntax to create a new schema named sales_data in Snowflake?

easy

A. CREATE SCHEMA sales_data;

B. MAKE SCHEMA sales_data;

C. NEW SCHEMA sales_data;

D. CREATE DATABASE sales_data;

Solution

1. Step 1: Recall Snowflake schema creation syntax

   The correct command to create a schema is CREATE SCHEMA schema_name;.

2. Step 2: Identify incorrect options

   Options A and B use invalid keywords. CREATE DATABASE sales_data; creates a database, not a schema.

3. Final Answer:

   CREATE SCHEMA sales_data; -> Option A

4. Quick Check:

   CREATE SCHEMA = correct syntax [OK]

Hint: Use CREATE SCHEMA to make schemas [OK]

Common Mistakes:

• Using MAKE or NEW instead of CREATE
• Confusing CREATE SCHEMA with CREATE DATABASE
• Missing semicolon at the end

3. Given the following commands executed in order:

CREATE DATABASE company_db;
CREATE SCHEMA hr_schema;
USE DATABASE company_db;
USE SCHEMA hr_schema;

What is the current working database and schema?

medium

A. Database: company_db, Schema: public

B. Database: hr_schema, Schema: company_db

C. Database: default, Schema: hr_schema

D. Database: company_db, Schema: hr_schema

Solution

1. Step 1: Analyze the commands step-by-step

   CREATE DATABASE company_db; creates the database (current context unchanged).
   CREATE SCHEMA hr_schema; creates hr_schema in the current database (which is the default database).
   USE DATABASE company_db; sets current database to company_db (schema: public).
   USE SCHEMA hr_schema; attempts to switch to hr_schema schema in company_db. Since hr_schema was created in the default database, this will fail unless hr_schema exists in company_db. However, if hr_schema was created after switching to company_db, it would exist there.
   Given the commands, CREATE SCHEMA hr_schema; was run before switching to company_db, so hr_schema is in the default database, not company_db. Therefore, USE SCHEMA hr_schema; will fail and schema remains public.

2. Step 2: Determine current context

   After execution: Database: company_db, Schema: public.

3. Final Answer:

   Database: company_db, Schema: public -> Option A

4. Quick Check:

   CREATE SCHEMA uses current DB context [OK]

Hint: Schemas created in current database context [OK]

Common Mistakes:

• Mixing database and schema names
• Assuming schema changes database
• Forgetting USE commands set context
• Not USE DATABASE before CREATE SCHEMA

4. You run the command USE SCHEMA analytics; but get an error saying the schema does not exist. What is the most likely cause?

medium

A. Schemas cannot be switched using USE SCHEMA

B. The syntax of the command is incorrect

C. The current database does not contain a schema named analytics

D. You need to create a database before using a schema

Solution

1. Step 1: Understand USE SCHEMA behavior

   The USE SCHEMA command switches to a schema within the current database context.

2. Step 2: Identify cause of error

   If the schema does not exist in the current database, Snowflake returns an error. Syntax is correct, and schemas can be switched. Creating a database is unrelated if one is already in use.

3. Final Answer:

   The current database does not contain a schema named analytics -> Option C

4. Quick Check:

   Schema must exist in current database [OK]

Hint: Schema must exist in current database to use it [OK]

Common Mistakes:

• Assuming USE SCHEMA creates schema
• Thinking syntax is wrong
• Ignoring current database context

5. You want to organize your data by creating a database sales_db with two schemas: domestic and international. Which sequence of commands correctly achieves this?

hard

A. CREATE SCHEMA domestic; CREATE SCHEMA international; CREATE DATABASE sales_db;

B. USE DATABASE sales_db; CREATE DATABASE sales_db; CREATE SCHEMA domestic; CREATE SCHEMA international;

C. CREATE DATABASE sales_db; CREATE SCHEMA domestic; USE SCHEMA international; CREATE SCHEMA international;

D. CREATE DATABASE sales_db; USE DATABASE sales_db; CREATE SCHEMA domestic; CREATE SCHEMA international;

Solution

1. Step 1: Create the database first

   You must create the database sales_db before creating schemas inside it.

2. Step 2: Set the database context and create schemas

   Use USE DATABASE sales_db; to set the context, then create schemas domestic and international inside it.

3. Step 3: Verify command order

   CREATE DATABASE sales_db; USE DATABASE sales_db; CREATE SCHEMA domestic; CREATE SCHEMA international; follows the correct order: create database, switch to it, then create schemas. Other options create schemas before database or misuse commands.

4. Final Answer:

   CREATE DATABASE sales_db; USE DATABASE sales_db; CREATE SCHEMA domestic; CREATE SCHEMA international; -> Option D

5. Quick Check:

   Create DB, USE DB, then CREATE SCHEMA [OK]

Hint: Create DB first, then schemas inside it [OK]

Common Mistakes:

• Creating schemas before database
• Not switching to database before schemas
• Using USE DATABASE before creating it