Can you explain how to set up incremental data loads from Salesforce into Snowflake so we do not import everything from scratch every time
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain how to set up incremental data loads from Salesforce into Snowflake so we do not import everything from scratch every time
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Salesforce SystemModstamp incremental replication deleted records getDeleted getUpdated official documentation Google ↗
Snowflake MERGE streams tasks incremental ingestion official documentation Google ↗
- Data Discrepancy in SOQL Queries Filtered by SystemModstamp, LastModifiedDate or CreatedDate in Salesforce · help.salesforce.com
- Data Replication Using Change Event Streams or Replication API · help.salesforce.com
- sObject Get Updated | Reference | REST API Developer Guide · developer.salesforce.com
- About the Openflow Connector for Salesforce Bulk API · docs.snowflake.com
- getUpdated() | Core Calls | SOAP API Developer Guide · developer.salesforce.com
- getDeleted() | Core Calls | SOAP API Developer Guide · developer.salesforce.com
- Introduction to streams and tasks · docs.snowflake.com
- Decision guide for dynamic tables · docs.snowflake.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Salesforce SystemModstamp incremental replication deleted records getDeleted getUpdated official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Snowflake MERGE streams tasks incremental ingestion official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |