FTP / SFTP

Last updated on Sep 21, 2023
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You can load data from files in an FTP location into your Destination database or data warehouse using Hevo Pipelines.

For creating Pipelines using this Source, Hevo provides you a fully managed BigQuery data warehouse as a possible Destination. This option remains available till the time you set up your first BigQuery Destination irrespective of any other Destinations that you may have. With the managed warehouse, you are only charged the cost that Hevo incurs for your project in Google BigQuery. The invoice is generated at the end of each month and payment is recovered as per the payment instrument you have set up. You can now create your Pipeline and directly start analyzing your Source data. Read Hevo Managed Google BigQuery.

Hevo automatically unzips any Gzipped files on ingestion. Further, files are re-ingested if updated, as it is not possible to identify individual changes.

As of Release 1.66, __hevo_source_modified_at is uploaded to the Destination as a metadata field. For existing Pipelines that have this field:

  • If this field is displayed in the Schema Mapper, you must ignore it and not try to map it to a Destination table column, else the Pipeline displays an error.

  • Hevo automatically loads this information in the __hevo_source_modified_at column, which is already present in the Destination table.

You can, however, continue to use __hevo_source_modified_at to create transformations using the function event.getSourceModifiedAt(). Read Metadata Column __hevo_source_modified_at.

Existing Pipelines that do not have this field are not impacted.

Configuring FTP/SFTP as a Source

Perform the following steps to configure FTP/SFTP as the Source in your Pipeline:

  1. Click PIPELINES in the Navigation Bar.

  2. Click + CREATE in the Pipeline List View.

  3. In the Select Source Type page, select FTP/SFTP.

  4. In the Configure your FTP/SFTP Source page, specify the following:

    FTP/SFTP settings

    • Pipeline Name: A unique name for the Pipeline, not exceeding 255 characters.

    • Type: The network protocol for ingesting files. For example, FTP (File Transfer Protocol).

    • Host: The IP address or the DNS for your network protocol location.

    • Port: The port on which your network protocol server is listening for connections. Default value: 21.

    • User: The user ID for logging in to the network protocol server.

    • Password: The password of the user logging in to the network protocol server.

      Note: This field is optional if you selected Type as SFTP above. However, you must add the public key displayed on the UI to the .ssh/authorized\_keys file on your SFTP server.

    • Path Prefix: The prefix of the path for the directory that contains your data. By default, the files are listed from the root of the directory.

    • File Format: The format of the data file in the Source. Hevo supports the CSV, JSON, TSV, and XML file formats to ingest data.

      Note: You can select only one file format at a time. If your Source data is in a different format, you can export the data to either of the supported formats and then ingest the files.

      Based on the format you select, you must specify some additional settings:

      • Field Delimiter: The character on which the fields in each line are separated. For example, \t or ,.

        This field is visible only for CSV data.

      • Treat first row as column headers: If enabled, Hevo identifies the first row in your CSV file and uses it as a column header rather than an Event.

        If disabled, and if your Source data file does not contain column headers, Hevo automatically creates them during ingestion. Default setting: Enabled. Refer to section, Example.

        This field is visible only for CSV data.

      • Create Events from child nodes: If enabled, Hevo loads each node present under the root node in the XML file as a separate Event.

        If disabled, Hevo combines and loads all nodes present in the XML file as a single Event.

        This field is visible only for XML data.

    • Include compressed files: If enabled, Hevo also ingests the compressed files of the selected file format from the folders. Hevo supports the tar.gz and zip compression types only.

      If disabled, Hevo does not ingest any compressed file present in the selected folders.

      This field is visible for all supported data formats.

    • Create Event Types from folders: If enabled, Hevo ingests each subfolder as a separate Event Type.

      Note: Files lying at the prefix path (and not in a subdirectory) are ignored.

      If disabled, Hevo merges subfolders into their parent folders and ingests them as one Event Type.

      This field is visible for all supported data formats.

    • Connect Through SSH: Enable this option to connect to Hevo using an SSH tunnel, instead of directly connecting your network protocol host to Hevo. This provides an additional level of security to your database by not exposing your network protocol setup to the public. Read Connecting Through SSH.

      If this option is disabled, you must whitelist Hevo’s IP addresses to allow Hevo to connect to your network protocol host.

    • Convert date/time format fields to timestamp: If enabled, Hevo converts the date/time format within the files of selected folders to a timestamp. For example, the date/time format 07/11/2022, 12:39:23 converts into timestamp 1667804963.

      If disabled, Hevo ingests the datetime fields in the original format.

      This field is visible for all supported data formats.

  5. Click TEST & CONTINUE.

  6. Proceed to configuring the data ingestion and setting up the Destination.

Data Replication

Default Pipeline Frequency Minimum Pipeline Frequency Maximum Pipeline Frequency
5 Mins 5 Mins 3 Hrs

Additional Information

Read the detailed Hevo documentation for the following related topics:

Example: Automatic Column Header Creation for CSV Tables

Consider the following data in CSV format, which has no column headers.

  CLAY COUNTY,32003,11973623
  CLAY COUNTY,32003,46448094
  CLAY COUNTY,32003,55206893
  CLAY COUNTY,32003,15333743
  SUWANNEE COUNTY,32060,85751490
  SUWANNEE COUNTY,32062,50972562
  ST JOHNS COUNTY,846636,32033,
  NASSAU COUNTY,32025,88310177
  NASSAU COUNTY,32041,34865452

If you disable the Treat first row as column headers option, Hevo auto-generates the column headers, as seen in the schema map here:

Column headers generated by Hevo for CSV data

The record in the Destination appears as follows:

Destination record with auto-generated column headers


See Also

Revision History

Refer to the following table for the list of key updates made to this page:

Date Release Description of Change
Sep-21-2023 NA Updated section, Configuring FTP/SFTP as a Source for better clarity.
Nov-08-2022 NA Updated section, Configuring FTP/SFTP as a Source to add information about the Convert date/time format fields to timestamp option.
Sep-21-2022 NA Added a note in section, Configuring FTP / SFTP as a Source.
Apr-11-2022 1.86 Updated section, Configuring FTP/SFTP as a Source to reflect support for TSV file format.
Mar-21-2022 1.85 Removed section, Limitations as Hevo now supports UTF-16 encoding format for CSV files.
Oct-25-2021 NA Added the section, Data Replication.
Jun-28-2021 1.66 Updated the page overview with information about __hevo_source_modified_at being uploaded as a metadata field from Release 1.66 onwards.
Feb-22-2021 NA Added the limitation about Hevo not supporting UTF-16 encoding format for CSV data.
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