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Query Execution

SQL Studio is an integrated SQL query interface that allows you to write, execute, and manage SQL queries directly against your configured database services (BigQuery, Snowflake, Trino).

Accessing SQL Studio

  1. Navigate to SQL Studio from the main navigation menu
  2. On first visit, you’ll see a landing page with available database services
  3. Services are grouped into:
    • Configured: Services you’ve already connected to (ready to use)
    • Needs Configuration: Services that require authentication
If you haven’t connected to a service yet, see the User Authentication guide to get started.

The SQL Studio Interface

The SQL Studio has three main areas:
  • Left Sidebar: Database Explorer and saved queries
  • Top Panel: SQL editor with tabs for multiple queries
  • Bottom Panel: Query results
SQL Studio Query Interface Connection Status: The toolbar shows your connection status:
  • Connected (green): Ready to execute queries
  • Not Connected (gray): Click to authenticate

Writing Your First Query

Creating a New Query

  1. Click New Query from the sidebar (or click the + tab)
  2. Select a database service from the dropdown
  3. A new tab opens in the editor

Writing SQL

Write your SQL query in the editor. SQL Studio supports:
  • Syntax highlighting for SQL keywords
  • Auto-complete for table names (type FROM and start typing)
  • Multiple query tabs for working on different queries
Example Query:
-- BigQuery
SELECT * FROM `project.dataset.table` LIMIT 10;

-- Snowflake
SELECT * FROM database.schema.table LIMIT 10;

-- Trino
SELECT * FROM catalog.schema.table LIMIT 10;

Using the Database Explorer

The left sidebar shows your database hierarchy. You can:
  1. Click to expand projects/databases/schemas
  2. Browse your tables
  3. Double-click a table to insert its name into the editor
Use fully qualified names to avoid ambiguity: project.dataset.table or `project.dataset.table` (BigQuery)

Executing Queries

Running a Query

  1. Write your SQL query in the editor
  2. Click the Run button (▶), OR press Cmd/Ctrl + Enter
  3. Results appear in the bottom panel within seconds
Query execution runs asynchronously, so you can continue working while waiting for results.

What Happens When You Execute

  1. SQL Studio validates your query
  2. The query is sent to your database service
  3. Results are returned and displayed in the results panel
  4. You’ll see:
    • Column headers from your SELECT statement
    • Row data (up to 100 rows by default)
    • Execution time and row count

Understanding Query Results

Results Panel

Results are displayed in a table below the editor:
  • Column Headers: Show column names from your SELECT statement
  • Data Rows: Scrollable table with your query results
  • Footer: Shows row count, execution time, and result limit status

Result Limits

  • Default: 100 rows per query (configured by your administrator)
  • Purpose: Prevent overwhelming the UI with large datasets
If your query returns more than 100 rows:
  • Only the first 100 rows are displayed
  • Footer shows: “100 rows (limit reached)”
  • Use LIMIT and OFFSET to paginate through results:
-- Get first 100 rows
SELECT * FROM table LIMIT 100;

-- Get next 100 rows
SELECT * FROM table LIMIT 100 OFFSET 100;

Saving and Managing Queries

Auto-Save

Queries automatically save every 3 seconds as you type. You’ll see:
  • A dot indicator on the tab when there are unsaved changes
  • The dot disappears after auto-save completes

Saving a Query

  1. Write your query in the editor
  2. Click the tab name to rename (or double-click)
  3. Enter a descriptive name
  4. Press Enter to save

Organizing Queries

From the Sidebar:
  • Search: Type to filter your saved queries
  • My Queries: Lists all your saved queries
Query Actions (right-click or click ”…”):
  • Rename: Change the query name
  • Duplicate: Create a copy of the query
  • Delete: Remove the query (with confirmation)

Managing Multiple Tabs

  • Open multiple queries in separate tabs
  • Click the X on a tab to close
  • Switch between tabs to work on different queries
  • Each tab maintains its own execution state

Tips and Best Practices

Performance

  • Use LIMIT: Prevent accidental retrieval of millions of rows
    SELECT * FROM large_table LIMIT 100;
    
  • Filter with WHERE: Reduce data at the source
    SELECT * FROM orders WHERE order_date >= '2024-01-01' LIMIT 100;
    
  • **Avoid SELECT ***: Specify only needed columns
    SELECT name, email FROM users LIMIT 10;
    

Productivity

  • Use auto-complete: Type FROM to see available tables
  • Keyboard shortcuts: Cmd/Ctrl + Enter to run queries quickly
  • Rename queries: Use descriptive names for easy finding
  • Organize with search: Use the sidebar search to filter queries

Query Writing

  • Fully qualified names: Use database.schema.table format to avoid ambiguity
  • Service-specific syntax: Refer to your database’s SQL documentation
    • BigQuery: Uses backticks for identifiers: `project.dataset.table`
    • Snowflake: Case-sensitive without quotes: DATABASE.SCHEMA.TABLE
    • Trino: Supports standard SQL: catalog.schema.table

Troubleshooting

”Query Failed”

Cause: SQL syntax error or permission issue Solution:
  • Check the error message in the results panel
  • Verify your SQL syntax for your database service
  • Ensure you have permissions to access the table

”Connection Timeout”

Cause: Query took too long to execute Solution:
  • Optimize your query (add WHERE filters, use LIMIT)
  • Break large queries into smaller queries
  • Contact your administrator if timeouts persist

”Service Not Available”

Cause: Service hasn’t been configured by administrator Solution:
  • Contact your administrator to enable SQL Studio for the service

No Tables in Auto-complete

Cause: Tables not ingested into Collate catalog Solution:
  • Ask your administrator to run metadata ingestion for the service

Connection Expired

Cause: Your authentication session has expired Solution:
  • Click the connection status indicator to re-authenticate

Next Steps

Now that you’re familiar with SQL Studio:
  • Explore the Database Explorer: Browse your databases and tables
  • Build your query library: Save frequently-used queries for quick access
  • Learn your database syntax: Refer to BigQuery, Snowflake, or Trino documentation

Need help? Contact your Collate administrator for configuration issues or refer to your database’s SQL documentation for syntax questions.