Lecture on Snowflake: Managing Tables and Data Retention

Displaying List of Tables

• Show tables in a database: Use the SHOW TABLES command.
• Find main table & clone tables: Understand schema and table relationships.
• Counting tables: Use COUNT(*) or similar aggregate functions.*

Identifying Main and Clone Tables

• Image concept: Identify main tables and clone tables using IDs.
• Filter tables by schema: Use SQL queries to filter by database, schema, etc.
• Sum function: Useful for aggregating values and identifying table types.

Retrieve Database and Schema Names

• Current Database: Use `SELECT CURRENT_DATABASE()
• Current Schema: Use `SELECT CURRENT_SCHEMA()
• Combine results: Use concatenation in SQL to combine results.

Data Manipulation

• Inserting records: standard SQL INSERT INTO table_name VALUES...
• Updating records: UPDATE table_name SET column=value WHERE condition
• Incorrect update fix: Using rollback commands or similar techniques.

Snowflake Time Travel

• Time travel: Allows access to historical data within a specified retention period.
• Data retention period: Default is 1 day, but can be set between 0-90 days.
• Access historical data: Use SELECT * FROM table_name BEFORE (statement or timestamp)
• Recover data: Copy data into new tables or historical versions of tables.*

Managing Tables

• Creating tables: CREATE TABLE table_name (...columns definition...)
• Temporary and Transient tables: Session-specific, will be dropped after session ends; default settings allow for 0-1 day retention time.

Undrop and Restore Tables

• Undrop table command: Use to restore tables that were accidentally dropped.
• Failsafe: Snowflake-managed feature that can retain data for up to 7 days.
• Disabling time travel: Set retention time to 0 days using ALTER TABLE table_name SET DATA_RETENTION_TIME = 0.

Important SQL Commands

• Retrieve database name: SELECT CURRENT_DATABASE()
• Retrieve schema name: SELECT CURRENT_SCHEMA()
• Counting records: SELECT COUNT(*) FROM table_name
• Show tables: SHOW TABLES
• Concatenate strings: Use concatenation operators or functions in SQL.*

Key Concepts

• Current Session: SELECT CURRENT_SESSION() to get session info.
• Managing data and tables: Using Snowflake-specific commands for efficient data retrieval and manipulation.
• Historical Data Access: Allows comparison and restoration of data over different timespans.

Special Table Types and Settings

• Permanent Tables: Default retention of up to 90 days.
• Transient Tables: Typically used for temporary data, 0-1 day retention by default.
• Temporary Tables: Session-specific, discarded after the session ends.

Query Execution Flow & Error Handling

• Executing queries: Importance of understanding query flow and impact.
• Handling Mistakes: Use of rollback, undrop, and time-travel features to correct errors.

Practical Examples

• Example queries: Simple insert, update, and table creation examples.
• Steps for Time-travel: How to use before queries to fetch historical data.
• Managing Failsafe: Interaction with Snowflake customer support for recovering data.

Summary

• Effective use of Snowflake tools: Best practices in managing data retention, tables, and historical data.
• Importance of Sessions and Connection Management: Understanding how Snowflake manages data sessions and implications for data retrieval and manipulation.