{"componentChunkName":"component---src-templates-markdown-template-jsx","path":"/guides/data-platform/setup/csv/reference/","result":{"data":{"pageMetadata":{"title":"CSV File Reference","path":"/guides/data-platform/setup/csv/reference/","sourceCode":null,"metadataParent":{"title":"Import Data with CSV Files","path":"/guides/data-platform/setup/csv/","sourceCode":null,"hasVersionPicker":null,"metadataChildren":[{"title":"Import Data with CSV Files","path":"/guides/data-platform/setup/csv/import/","order":1,"label":null},{"title":"CSV File Reference","path":"/guides/data-platform/setup/csv/reference/","order":2,"label":null},{"title":"SFTP Credentials","path":"/guides/data-platform/setup/csv/sftp-credentials/","order":3,"label":null}],"metadataParent":{"title":"Setup","path":"/guides/data-platform/setup/","metadataChildren":[{"title":"Connections","path":"/guides/data-platform/setup/connections/","order":1,"label":null},{"title":"Feeds","path":"/guides/data-platform/setup/feeds/","order":5,"label":null},{"title":"Import Data with CSV Files","path":"/guides/data-platform/setup/csv/","order":6,"label":null}],"metadataParent":{"title":"Data Platform","path":"/guides/data-platform/","metadataChildren":[{"title":"Trends","path":"/guides/data-platform/trends/","order":1,"label":null},{"title":"Setup","path":"/guides/data-platform/setup/","order":2,"label":null},{"title":"Live Stream","path":"/guides/data-platform/live-stream/","order":3,"label":null},{"title":"Data Catalog","path":"/guides/data-platform/catalog/","order":4,"label":null},{"title":"Rules","path":"/guides/data-platform/rules/","order":5,"label":null},{"title":"Plans","path":"/guides/data-platform/data-planning/","order":6,"label":null},{"title":"Filters","path":"/guides/data-platform/data-filter/","order":7,"label":null},{"title":"Event Forwarding","path":"/guides/data-platform/event-forwarding/","order":8,"label":null},{"title":"Event Match Quality","path":"/guides/data-platform/event-match-quality/","order":9,"label":null},{"title":"Data Retention","path":"/guides/data-platform/data-retention/","order":10,"label":null},{"title":"Tiered Events","path":"/guides/data-platform/tiered-events/","order":11,"label":null},{"title":"Blocked Data Backfill Guide","path":"/guides/data-platform/blocked-data-backfill-guide/","order":12,"label":null}],"metadataParent":{"title":"Guides","path":"/guides/","metadataChildren":[{"title":"Platform Overview","path":"/guides/platform-overview/","order":0.5,"label":null},{"title":"Getting Started","path":"/guides/getting-started/","order":1,"label":null},{"title":"mParticle Agent","path":"/guides/mparticle-agent/","order":1.5,"label":null},{"title":"Oversight","path":"/guides/oversight/","order":2,"label":null},{"title":"Data Platform","path":"/guides/data-platform/","order":3,"label":null},{"title":"Data Warehouse","path":"/guides/data-warehouse/","order":4,"label":null},{"title":"Customer 360","path":"/guides/customer-360/","order":5,"label":null},{"title":"Analytics","path":"/guides/analytics/","order":6,"label":null},{"title":"Audiences","path":"/guides/audiences/","order":7,"label":null},{"title":"Settings","path":"/guides/settings/","order":8,"label":null},{"title":"Troubleshooting mParticle","path":"/guides/troubleshooting/","order":10,"label":null},{"title":"Default Service Limits","path":"/guides/default-service-limits/","order":11,"label":null},{"title":"Glossary","path":"/guides/glossary/","order":12,"label":null}],"metadataParent":null}}}}},"markdownRemark":{"html":"

This topic contains reference information and instructions for advanced techniques when importing data using CSV files.

\n

\n \n \n \n \n \n \n \n Configuration Settings

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Configuration NameData TypeDefaultDescription
Setting NamestringIf the event type is custom event, and every row in your file has the same event name, specify the name for all events. If also set in column events.data.event_name, the data in the file takes precedence.
Custom Event TypestringIf Event Type is Custom Event, and every row in your file is the same Event Type, use this to set the Type for all events. If also set in events.data.custom_event_type, the data in the file takes precedence.
Custom ManifeststringTo override the default format, include a custom manifest.
Expect Encrypted FilesBooleanfalseOnly encrypted OR unencrypted files can be accepted, but not both. You must use PGP encryption with mParticle’s public key. See Drop encrypted files
\n

\n \n \n \n \n \n \n \n Use a custom manifest

\n

A custom manifest allows you to use files created by other systems without transformation. In the mParticle UI, when you’re configuring the Custom CSV input, you can provide a JSON manifest to describe how you want to map your CSV data to mParticle’s fields in one of two ways:

\n\n

In order to guarantee that the new/changed manifest applies to your CSV files, please ensure a gap of about 5 minutes between the manifest change and uploading CSV files.

\n

\n \n \n \n \n \n \n \n With a header row

\n

If your CSV has a header row, you can map the column names in your header directly to mParticle fields. The manifest must set "hasHeaderRow": true and contain an array of columns objects, each giving a column name, an action ("keep" or "ignore") and a target mParticle field. The order of entries in the column array doesn’t need to match the order of columns in the CSV file.

\n

Example with a header row

\n

Assume that you drop the following manifest on the SFTP server:

\n
{\n  \"hasHeaderRow\": true, // REQUIRED\n  \"columns\": [\n    {\n      \"column\": \"Event Name\",\n      \"action\": \"keep\",\n      \"field\": \"events.data.event_name\"\n    },\n    {\n      \"column\": \"Custom Type\",\n      \"action\": \"keep\",\n      \"field\": \"events.data.custom_event_type\"\n    },\n    {\n      \"column\": \"Email\",\n      \"action\": \"keep\",\n      \"field\": \"user_identities.email\"\n    },\n    {\n      \"column\": \"Facebook\",\n      \"action\": \"ignore\",\n      \"field\": \"user_identities.facebook\"\n    },\n    {\n      \"column\": \"Home City\",\n      \"action\": \"keep\",\n      \"field\": \"user_attributes.$city\"\n    },\n    {\n      \"column\": \"Category\",\n      \"action\": \"keep\",\n      \"field\": \"events.data.custom_attributes.category\"\n    },\n    {\n      \"column\": \"Destination\",\n      \"action\": \"keep\",\n      \"field\": \"events.data.custom_attributes.destination\"\n    },\n    {\n      \"column\": \"Time\",\n      \"action\": \"keep\",\n      \"field\": \"events.data.timestamp_unixtime_ms\"\n    },\n    {\n      \"column\": \"Environment\",\n      \"action\": \"keep\",\n      \"field\": \"environment\"\n    }\n  ]\n}
\n

Then assume that you drop a CSV file with the following header row and one row of data:

\n

Event Name,Custom Type,Email,Facebook,Home City,Category,Destination,Time,Environment\nViewed Video,other,h.jekyll.md@example.com,h.jekyll.md,London,Destination Intro,Paris,1466456299032,development

\n

The resulting batch will be:

\n
{\n    \"events\" :\n    [\n        {\n            \"data\" : {\n                \"event_name\": \"Viewed Video\",\n                \"custom_event_type\": \"other\",\n                \"custom_attributes\": {\n                    \"category\": \"Destination Intro\",\n                    \"destination\": \"Paris\"                   \n                },\n                \"timestamp_unixtime_ms\": \"1466456299032\"\n            },\n            \"event_type\" : \"custom_event\"\n        }\n    ],\n    \"user_attributes\" : {\n        \"$city\": \"London\"\n    },\n    \"user_identities\" : {\n        \"email\": \"h.jekyll.md@example.com\"\n    },\n    \"environment\" : \"development\"\n}
\n

\n \n \n \n \n \n \n \n Without a header row

\n

If your CSV does not have a header row, you can map columns to mParticle fields by the order they appear in the CSV.

\n

The manifest must include "hasHeaderRow": false and contain an array of columns objects, each giving an action ("keep" or "ignore") and a target mParticle field. For this method to work, you must be able to guarantee the same column order in each CSV file you upload.

\n

The following is an example of the same custom manifest as the previous example, but without a header row:

\n
{\n    \"hasHeaderRow\": false, // REQUIRED\n    \"columns\": [{\n   \t\t \"action\": \"keep\",\n   \t\t \"field\": \"events.data.event_name\"\n   \t },\n   \t {\n   \t\t \"action\": \"keep\",\n   \t\t \"field\": \"events.data.custom_event_type\"\n   \t },\n   \t {\n   \t\t \"action\": \"keep\",\n   \t\t \"field\": \"user_identities.email\"\n   \t },\n   \t {\n   \t\t \"action\": \"ignore\",\n   \t\t \"field\": \"user_identities.facebook\"\n   \t },\n   \t {\n   \t\t \"action\": \"keep\",\n   \t\t \"field\": \"user_attributes.$city\"\n   \t },\n   \t {\n   \t\t \"action\": \"keep\",\n   \t\t \"field\": \"events.data.custom_attributes.category\"\n   \t },\n   \t {\n   \t\t \"action\": \"keep\",\n   \t\t \"field\": \"events.data.custom_attributes.destination\"\n   \t },\n   \t {\n   \t\t \"action\": \"keep\",\n   \t\t \"field\": \"timestamp_unixtime_ms\"\n   \t },\n   \t {\n   \t\t \"action\": \"keep\",\n   \t\t \"field\": \"environment\"\n   \t }\n    ]\n}
\n

\n \n \n \n \n \n \n \n Encrypted files

\n

The Custom CSV Feed can accept files encrypted with PGP, using mParticle’s Public Key. You can use software like GPG Tools for OS X or Windows. Never use web-based tools to encrypt, hash, or encode data.

\n

To enable encryption, set the configuration setting Expect Encrypted Files to true.

\n\n

It’s most efficient to send multiple files in a zipped, or gzipped format. Encrypt the final ZIP file instead of each individual file.

\n

Use the public encryption key corresponding to your pod:

\n\n

\n \n \n \n \n \n \n \n US1

\n
-----BEGIN PGP PUBLIC KEY BLOCK-----\n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\nbiYBg8JUhwlni9dnp6i9QBTow2tH\n=NeON\n-----END PGP PUBLIC KEY BLOCK-----
\n

\n \n \n \n \n \n \n \n EU1

\n
-----BEGIN PGP PUBLIC KEY BLOCK-----\n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\ndQATUJ6kLZN+1GYh/QAcsaYA5pOMwpoWVNEk\n=1Fyv\n-----END PGP PUBLIC KEY BLOCK-----
\n

\n \n \n \n \n \n \n \n AU1

\n
-----BEGIN PGP PUBLIC KEY BLOCK-----\n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\nLsQi0iohuZYYvCY+QJXPIJAphrX3NyiMkoVH\n=0+xD\n-----END PGP PUBLIC KEY BLOCK-----
\n

\n \n \n \n \n \n \n \n US2

\n
-----BEGIN PGP PUBLIC KEY BLOCK-----\n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\nqzUi2ZFg6AeVYz+3h51NrsNFWCu6uAsrdL4v\n=HgCt\n-----END PGP PUBLIC KEY BLOCK-----
\n

\n \n \n \n \n \n \n \n Sensitive data

\n

Use the following public encryption key for sending sensitive data.

\n
-----BEGIN PGP PUBLIC KEY BLOCK-----\nVersion: GnuPG v2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\nGw===fzFR\n-----END PGP PUBLIC KEY BLOCK-----
\n

\n \n \n \n \n \n \n \n Processing speed

\n

For files within recommended size limits, processing speed is consistent with the Events API: about 270 rows per second. To increase the processing speed for your CSV feed, contact mParticle Support.

\n

\n \n \n \n \n \n \n \n Processing Behavior

\n","frontmatter":{"title":"CSV File Reference","order":2,"seoTitle":null,"seoDescription":null},"parent":{"__typename":"File","modifiedTime":"October 12, 2026"}}},"pageContext":{"slug":"/guides/data-platform/setup/csv/reference/"}},"staticQueryHashes":["2950460867"]}