NiFi

This plugin extracts the following:

NiFi flow as DataFlow entity
Ingress, egress processors, remote input and output ports as DataJob entity
Input and output ports receiving remote connections as Dataset entity
Lineage information between external datasets and ingress/egress processors by analyzing provenance events

Current limitations:

Limited ingress/egress processors are supported
- S3: ListS3, FetchS3Object, PutS3Object
- SFTP: ListSFTP, FetchSFTP, GetSFTP, PutSFTP

CLI based Ingestion

Install the Plugin

pip install 'acryl-datahub[nifi]'

Starter Recipe

Check out the following recipe to get started with ingestion! See below for full configuration options.

For general pointers on writing and running a recipe, see our main recipe guide.

source:
  type: "nifi"
  config:
    # Coordinates
    site_url: "https://localhost:8443/nifi/"

    # Credentials
    auth: SINGLE_USER
    username: admin
    password: password

sink:
  # sink configs

Config Details

Options
Schema

Note that a . is used to denote nested fields in the YAML recipe.

Field	Description
site_url ✅ string	URL for Nifi, ending with /nifi/. e.g. https://mynifi.domain/nifi/
auth Enum	Nifi authentication. must be one of : NO_AUTH, SINGLE_USER, CLIENT_CERT, KERBEROS Default: NO_AUTH
ca_file One of boolean, string	Path to PEM file containing certs for the root CA(s) for the NiFi
client_cert_file string	Path to PEM file containing the public certificates for the user/client identity, must be set for auth = "CLIENT_CERT"
client_key_file string	Path to PEM file containing the client’s secret key
client_key_password string	The password to decrypt the client_key_file
password string	Nifi password, must be set for auth = "SINGLE_USER"
provenance_days integer	time window to analyze provenance events for external datasets Default: 7
site_name string	Site name to identify this site with, useful when using input and output ports receiving remote connections Default: default
site_url_to_site_name map(str,string)
username string	Nifi username, must be set for auth = "SINGLE_USER"
env string	The environment that all assets produced by this connector belong to Default: PROD
process_group_pattern AllowDenyPattern	regex patterns for filtering process groups Default: {'allow': ['.*'], 'deny': [], 'ignoreCase': True}
process_group_pattern.allow array(string)
process_group_pattern.deny array(string)
process_group_pattern.ignoreCase boolean	Whether to ignore case sensitivity during pattern matching. Default: True

The JSONSchema for this configuration is inlined below.

{
  "title": "NifiSourceConfig",
  "description": "Any source that produces dataset urns in a single environment should inherit this class",
  "type": "object",
  "properties": {
    "env": {
      "title": "Env",
      "description": "The environment that all assets produced by this connector belong to",
      "default": "PROD",
      "type": "string"
    },
    "site_url": {
      "title": "Site Url",
      "description": "URL for Nifi, ending with /nifi/. e.g. https://mynifi.domain/nifi/",
      "type": "string"
    },
    "auth": {
      "description": "Nifi authentication. must be one of : NO_AUTH, SINGLE_USER, CLIENT_CERT, KERBEROS",
      "default": "NO_AUTH",
      "allOf": [
        {
          "$ref": "#/definitions/NifiAuthType"
        }
      ]
    },
    "provenance_days": {
      "title": "Provenance Days",
      "description": "time window to analyze provenance events for external datasets",
      "default": 7,
      "type": "integer"
    },
    "process_group_pattern": {
      "title": "Process Group Pattern",
      "description": "regex patterns for filtering process groups",
      "default": {
        "allow": [
          ".*"
        ],
        "deny": [],
        "ignoreCase": true
      },
      "allOf": [
        {
          "$ref": "#/definitions/AllowDenyPattern"
        }
      ]
    },
    "site_name": {
      "title": "Site Name",
      "description": "Site name to identify this site with, useful when using input and output ports receiving remote connections",
      "default": "default",
      "type": "string"
    },
    "site_url_to_site_name": {
      "title": "Site Url To Site Name",
      "description": "Lookup to find site_name for site_url ending with /nifi/, required if using remote process groups in nifi flow",
      "default": {},
      "type": "object",
      "additionalProperties": {
        "type": "string"
      }
    },
    "username": {
      "title": "Username",
      "description": "Nifi username, must be set for auth = \"SINGLE_USER\"",
      "type": "string"
    },
    "password": {
      "title": "Password",
      "description": "Nifi password, must be set for auth = \"SINGLE_USER\"",
      "type": "string"
    },
    "client_cert_file": {
      "title": "Client Cert File",
      "description": "Path to PEM file containing the public certificates for the user/client identity, must be set for auth = \"CLIENT_CERT\"",
      "type": "string"
    },
    "client_key_file": {
      "title": "Client Key File",
      "description": "Path to PEM file containing the client\u2019s secret key",
      "type": "string"
    },
    "client_key_password": {
      "title": "Client Key Password",
      "description": "The password to decrypt the client_key_file",
      "type": "string"
    },
    "ca_file": {
      "title": "Ca File",
      "description": "Path to PEM file containing certs for the root CA(s) for the NiFi",
      "anyOf": [
        {
          "type": "boolean"
        },
        {
          "type": "string"
        }
      ]
    }
  },
  "required": [
    "site_url"
  ],
  "additionalProperties": false,
  "definitions": {
    "NifiAuthType": {
      "title": "NifiAuthType",
      "description": "An enumeration.",
      "enum": [
        "NO_AUTH",
        "SINGLE_USER",
        "CLIENT_CERT",
        "KERBEROS"
      ]
    },
    "AllowDenyPattern": {
      "title": "AllowDenyPattern",
      "description": "A class to store allow deny regexes",
      "type": "object",
      "properties": {
        "allow": {
          "title": "Allow",
          "description": "List of regex patterns to include in ingestion",
          "default": [
            ".*"
          ],
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "deny": {
          "title": "Deny",
          "description": "List of regex patterns to exclude from ingestion.",
          "default": [],
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "ignoreCase": {
          "title": "Ignorecase",
          "description": "Whether to ignore case sensitivity during pattern matching.",
          "default": true,
          "type": "boolean"
        }
      },
      "additionalProperties": false
    }
  }
}

Authentication

This connector supports following authentication mechanisms

Single User Authentication (`auth: SINGLE_USER`)

Connector will pass this username and password as used on Nifi Login Page over /access/token REST endpoint. This mode also works when Kerberos login identity provider is set up for Nifi.

Client Certificates Authentication (`auth: CLIENT_CERT`)

Connector will use client_cert_file(required) and client_key_file(optional), client_key_password(optional) for mutual TLS authentication.

Kerberos Authentication via SPNEGO (`auth: Kerberos`)

If nifi has been configured to use Kerberos SPNEGO, connector will pass user’s Kerberos ticket to nifi over /access/kerberos REST endpoint. It is assumed that user's Kerberos ticket is already present on the machine on which ingestion runs. This is usually done by installing krb5-user and then running kinit for user.

sudo apt install krb5-user
kinit user@REALM

No Authentication (`auth: NO_AUTH`)

This is useful for testing purposes.

Access Policies

This connector requires following access policies to be set in Nifi for ingestion user.

Global Access Policies

Policy	Privilege	Resource	Action
view the UI	Allows users to view the UI	`/flow`	R
query provenance	Allows users to submit a Provenance Search and request Event Lineage	`/provenance`	R

Component level Access Policies (required to be set on root process group)

Policy	Privilege	Resource	Action
view the component	Allows users to view component configuration details	`/<component-type>/<component-UUID>`	R
view the data	Allows users to view metadata and content for this component in flowfile queues in outbound connections and through provenance events	`/data/<component-type>/<component-UUID>`	R
view provenance	Allows users to view provenance events generated by this component	`/provenance-data/<component-type>/<component-UUID>`	R

Code Coordinates

Class Name: datahub.ingestion.source.nifi.NifiSource
Browse on GitHub

Questions

If you've got any questions on configuring ingestion for NiFi, feel free to ping us on our Slack.

NiFi

CLI based Ingestion​

Install the Plugin​

Starter Recipe​

Config Details​

Authentication​

Single User Authentication (auth: SINGLE_USER)​

Client Certificates Authentication (auth: CLIENT_CERT)​

Kerberos Authentication via SPNEGO (auth: Kerberos)​

No Authentication (auth: NO_AUTH)​

Access Policies​

Global Access Policies​

Component level Access Policies (required to be set on root process group)​

Code Coordinates​