About SFTP
Seamlessly connect SFTP servers to your data warehouse, databases, and 200+ other tools. Ingest files, transform them into analytics-ready datasets, and automate secure transfers, no coding required.
About Google BigQuery
Load data to BigQuery using ETL or replication. Extract data from BigQuery and load to other data destinations.
Frequently Asked Questions
What file types can I ingest from SFTP?
Common structured formats such as CSV and JSON are typically used for SFTP pipelines.
Can Integrate.io automatically detect new files?
Pipelines can be configured to ingest new files based on schedules and directory patterns.
How do you avoid duplicate file processing?
By tracking processed files and applying incremental processing rules.
Can Integrate.io load data into BigQuery?
Yes, Integrate.io supports loading from SaaS apps, databases, and files into BigQuery.
Can I transform data before loading it into BigQuery?
Yes, apply mappings, validation, and enrichment within the pipeline.
How often can I sync into BigQuery?
Choose frequent schedules, hourly batches, daily loads, or custom intervals.
