afv-library/skills/platform-data-manage/references/anonymous-apex-guide.md

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# Anonymous Apex Guide
Using anonymous Apex for complex data operations.
## When to Use Anonymous Apex
- Complex data setup requiring Apex logic
- Testing triggers with specific data patterns
- One-time data migrations
- Debugging and troubleshooting
## sf CLI Execution
### From File
```bash
sf apex run --file setup-data.apex --target-org myorg
```
### Interactive
```bash
sf apex run --target-org myorg
# Then type Apex code and press Ctrl+D
```
## Common Patterns
### Bulk Data Creation
```apex
List<Account> accounts = new List<Account>();
for (Integer i = 0; i < 500; i++) {
accounts.add(new Account(
Name = 'Test Account ' + i,
Industry = 'Technology'
));
}
insert accounts;
System.debug('Created ' + accounts.size() + ' accounts');
```
### Data Transformation
```apex
List<Account> accounts = [
SELECT Id, Name, Industry
FROM Account
WHERE Name LIKE 'Old%'
];
for (Account acc : accounts) {
acc.Name = acc.Name.replace('Old', 'New');
}
update accounts;
```
### Testing Trigger Logic
```apex
// Setup test data
Account acc = new Account(Name = 'Trigger Test');
insert acc;
// Force trigger to fire
acc.Industry = 'Technology';
update acc;
// Verify results
acc = [SELECT Id, Field__c FROM Account WHERE Id = :acc.Id];
System.debug('Result: ' + acc.Field__c);
```
## Error Handling
```apex
try {
insert accounts;
} catch (DmlException e) {
System.debug('Error: ' + e.getMessage());
for (Integer i = 0; i < e.getNumDml(); i++) {
System.debug('Row ' + e.getDmlIndex(i) + ': ' + e.getDmlMessage(i));
}
}
```
## Limits in Anonymous Apex
| Limit | Value |
|-------|-------|
| SOQL Queries | 100 |
| DML Rows | 10,000 |
| CPU Time | 10,000 ms |
| Heap Size | 6 MB |
## Best Practices
1. **Test in sandbox first** - Validate before production
2. **Add debug statements** - Track progress
3. **Handle errors gracefully** - Use try/catch
4. **Keep scripts idempotent** - Safe to re-run