Update Recorded future expansion module with the new data

In this release, we added new data that we have called Links.
It represents better and more filtered related data.
Also did some code formatting.
pull/528/head
rderkach 2021-10-25 18:01:05 +03:00
parent e802679f25
commit 4fd3323220
1 changed files with 316 additions and 179 deletions

View File

@ -1,8 +1,14 @@
import json
import logging
import requests
from requests.exceptions import HTTPError, ProxyError,\
InvalidURL, ConnectTimeout, ConnectionError
from requests.exceptions import (
HTTPError,
ProxyError,
InvalidURL,
ConnectTimeout,
ConnectionError,
)
from typing import Optional, List, Tuple, Dict
from . import check_input_attribute, checking_error, standard_error_message
import platform
import os
@ -10,47 +16,63 @@ from urllib.parse import quote, urlparse
from pymisp import MISPAttribute, MISPEvent, MISPTag, MISPObject
moduleinfo = {
'version': '1.0.1',
'author': 'Recorded Future',
'description': 'Module to retrieve data from Recorded Future',
'module-type': ['expansion', 'hover']
"version": "2.0.0",
"author": "Recorded Future",
"description": "Module to retrieve data from Recorded Future",
"module-type": ["expansion", "hover"],
}
moduleconfig = ['token', 'proxy_host', 'proxy_port', 'proxy_username', 'proxy_password']
moduleconfig = ["token", "proxy_host", "proxy_port", "proxy_username", "proxy_password"]
misperrors = {'error': 'Error'}
misperrors = {"error": "Error"}
ATTRIBUTES = [
'ip',
'ip-src',
'ip-dst',
'domain',
'hostname',
'md5',
'sha1',
'sha256',
'uri',
'url',
'vulnerability',
'weakness'
GALAXY_FILE_PATH = "https://raw.githubusercontent.com/MISP/misp-galaxy/main/clusters/"
ATTRIBUTESTYPES = [
"ip",
"ip-src",
"ip-dst",
"ip-src|port",
"ip-dst|port",
"domain",
"hostname",
"md5",
"sha1",
"sha256",
"uri",
"url",
"vulnerability",
"weakness",
]
OUTPUTATTRIBUTESTYPES = ATTRIBUTESTYPES + [
"email-src",
"malware-sample",
"text",
"target-org",
"threat-actor",
"target-user",
]
mispattributes = {
'input': ATTRIBUTES,
'output': ATTRIBUTES + ['email-src', 'text'],
'format': 'misp_standard'
"input": ATTRIBUTESTYPES,
"output": OUTPUTATTRIBUTESTYPES,
"format": "misp_standard",
}
LOGGER = logging.getLogger('recorded_future')
LOGGER = logging.getLogger("recorded_future")
LOGGER.setLevel(logging.INFO)
class RequestHandler:
"""A class for handling any outbound requests from this module."""
def __init__(self):
self.session = requests.Session()
self.app_id = f'{os.path.basename(__file__)}/{moduleinfo["version"]} ({platform.platform()}) ' \
f'misp_enrichment/{moduleinfo["version"]} python-requests/{requests.__version__}'
self.app_id = (
f'{os.path.basename(__file__)}/{moduleinfo["version"]} ({platform.platform()}) '
f'misp_enrichment/{moduleinfo["version"]} python-requests/{requests.__version__}'
)
self.proxies = None
self.rf_token = None
@ -58,27 +80,28 @@ class RequestHandler:
"""General get method with proxy error handling."""
try:
timeout = 7 if self.proxies else None
response = self.session.get(url, headers=headers, proxies=self.proxies, timeout=timeout)
response = self.session.get(
url, headers=headers, proxies=self.proxies, timeout=timeout
)
response.raise_for_status()
return response
except (ConnectTimeout, ProxyError, InvalidURL) as error:
msg = 'Error connecting with proxy, please check the Recorded Future app proxy settings.'
LOGGER.error(f'{msg} Error: {error}')
misperrors['error'] = msg
msg = "Error connecting with proxy, please check the Recorded Future app proxy settings."
LOGGER.error(f"{msg} Error: {error}")
misperrors["error"] = msg
raise
def rf_lookup(self, category: str, ioc: str) -> requests.Response:
"""Do a lookup call using Recorded Future's ConnectAPI."""
parsed_ioc = quote(ioc, safe='')
url = f'https://api.recordedfuture.com/v2/{category}/{parsed_ioc}?fields=risk%2CrelatedEntities'
headers = {'X-RFToken': self.rf_token,
'User-Agent': self.app_id}
parsed_ioc = quote(ioc, safe="")
url = f"https://api.recordedfuture.com/gw/misp/lookup/{category}/{parsed_ioc}"
headers = {"X-RFToken": self.rf_token, "User-Agent": self.app_id}
try:
response = self.get(url, headers)
except HTTPError as error:
msg = f'Error when requesting data from Recorded Future. {error.response}: {error.response.reason}'
msg = f"Error when requesting data from Recorded Future. {error.response}: {error.response.reason}"
LOGGER.error(msg)
misperrors['error'] = msg
misperrors["error"] = msg
raise
return response
@ -88,20 +111,49 @@ GLOBAL_REQUEST_HANDLER = RequestHandler()
class GalaxyFinder:
"""A class for finding MISP galaxy matches to Recorded Future data."""
def __init__(self):
self.session = requests.Session()
# There are duplicates values for different keys because Links entities and Related entities
# have have different naming for the same types
self.sources = {
'RelatedThreatActor': [
'https://raw.githubusercontent.com/MISP/misp-galaxy/main/clusters/threat-actor.json'
"RelatedThreatActor": [f"{GALAXY_FILE_PATH}threat-actor.json"],
"Threat Actor": [f"{GALAXY_FILE_PATH}threat-actor.json"],
"RelatedMalware": [
f"{GALAXY_FILE_PATH}banker.json",
f"{GALAXY_FILE_PATH}botnet.json",
f"{GALAXY_FILE_PATH}exploit-kit.json",
f"{GALAXY_FILE_PATH}rat.json",
f"{GALAXY_FILE_PATH}ransomware.json",
f"{GALAXY_FILE_PATH}malpedia.json",
],
"Malware": [
f"{GALAXY_FILE_PATH}banker.json",
f"{GALAXY_FILE_PATH}botnet.json",
f"{GALAXY_FILE_PATH}exploit-kit.json",
f"{GALAXY_FILE_PATH}rat.json",
f"{GALAXY_FILE_PATH}ransomware.json",
f"{GALAXY_FILE_PATH}malpedia.json",
],
"MitreAttackIdentifier": [
f"{GALAXY_FILE_PATH}mitre-attack-pattern.json",
f"{GALAXY_FILE_PATH}mitre-course-of-action.json",
f"{GALAXY_FILE_PATH}mitre-enterprise-attack-attack-pattern.json",
f"{GALAXY_FILE_PATH}mitre-enterprise-attack-course-of-action.json",
f"{GALAXY_FILE_PATH}mitre-enterprise-attack-intrusion-set.json",
f"{GALAXY_FILE_PATH}mitre-enterprise-attack-malware.json",
f"{GALAXY_FILE_PATH}mitre-enterprise-attack-tool.json",
f"{GALAXY_FILE_PATH}mitre-intrusion-set.json",
f"{GALAXY_FILE_PATH}mitre-malware.json",
f"{GALAXY_FILE_PATH}mitre-mobile-attack-attack-pattern.json",
f"{GALAXY_FILE_PATH}mitre-mobile-attack-course-of-action.json",
f"{GALAXY_FILE_PATH}mitre-mobile-attack-intrusion-set.json",
f"{GALAXY_FILE_PATH}mitre-mobile-attack-malware.json",
f"{GALAXY_FILE_PATH}mitre-mobile-attack-tool.json",
f"{GALAXY_FILE_PATH}mitre-pre-attack-attack-pattern.json",
f"{GALAXY_FILE_PATH}mitre-pre-attack-intrusion-set.json",
f"{GALAXY_FILE_PATH}mitre-tool.json",
],
'RelatedMalware': [
'https://raw.githubusercontent.com/MISP/misp-galaxy/main/clusters/banker.json',
'https://raw.githubusercontent.com/MISP/misp-galaxy/main/clusters/botnet.json',
'https://raw.githubusercontent.com/MISP/misp-galaxy/main/clusters/exploit-kit.json',
'https://raw.githubusercontent.com/MISP/misp-galaxy/main/clusters/rat.json',
'https://raw.githubusercontent.com/MISP/misp-galaxy/main/clusters/ransomware.json',
'https://raw.githubusercontent.com/MISP/misp-galaxy/main/clusters/malpedia.json'
]
}
self.galaxy_clusters = {}
@ -112,33 +164,38 @@ class GalaxyFinder:
for source in self.sources.get(related_type):
try:
response = GLOBAL_REQUEST_HANDLER.get(source)
name = source.split('/')[-1].split('.')[0]
self.galaxy_clusters[related_type] = {name: response.json()}
name = source.split("/")[-1].split(".")[0]
self.galaxy_clusters.setdefault(related_type, {}).update(
{name: response.json()}
)
except ConnectionError as error:
LOGGER.warning(f'pull_galaxy_cluster failed for source: {source}, with error: {error}.')
LOGGER.warning(
f"pull_galaxy_cluster failed for source: {source}, with error: {error}."
)
def find_galaxy_match(self, indicator: str, related_type: str) -> str:
"""Searches the clusters of the related_type for a match with the indicator.
:returns the first matching galaxy string or an empty string if no galaxy match is found.
:returns the first matching galaxy string or an empty string if no galaxy match is found.
"""
self.pull_galaxy_cluster(related_type)
for cluster_name, cluster in self.galaxy_clusters.get(related_type, {}).items():
for value in cluster['values']:
try:
if indicator in value['meta']['synonyms'] or indicator in value['value']:
value = value['value']
return f'misp-galaxy:{cluster_name}="{value}"'
except KeyError:
pass
return ''
for value in cluster["values"]:
if indicator in value.get("meta", {}).get(
"synonyms", ""
) or indicator in value.get("value", ""):
value = value["value"]
return f'misp-galaxy:{cluster_name}="{value}"'
return ""
class RFColors:
"""Class for setting signature RF-colors."""
def __init__(self):
self.rf_white = '#CCCCCC'
self.rf_yellow = '#FFCE00'
self.rf_red = '#CF0A2C'
self.rf_white = "#CCCCCC"
self.rf_grey = " #CDCDCD"
self.rf_yellow = "#FFCF00"
self.rf_red = "#D10028"
def riskscore_color(self, risk_score: int) -> str:
"""Returns appropriate hex-colors according to risk score."""
@ -160,194 +217,272 @@ class RFColors:
else: # risk_rule_criticality == 3 or 4
return self.rf_red
def criticality_color(self, criticality) -> str:
mapper = {
"None": self.rf_grey,
"Low": self.rf_grey,
"Unusual": self.rf_grey,
"Informational": self.rf_grey,
"Medium": self.rf_yellow,
"Suspicious": self.rf_yellow,
"High": self.rf_red,
"Critical": self.rf_red,
"Very Critical": self.rf_red,
"Malicious": self.rf_red,
"Very Malicious": self.rf_red,
}
return mapper.get(criticality, self.rf_white)
class RFEnricher:
"""Class for enriching an attribute with data from Recorded Future.
The enrichment data is returned as a custom MISP object.
The enrichment data is returned as a custom MISP object.
"""
def __init__(self, attribute_props: dict):
self.event = MISPEvent()
self.enrichment_object = MISPObject('Recorded Future Enrichment')
self.enrichment_object = MISPObject("Recorded Future Enrichment")
description = (
'An object containing the enriched attribute and '
'related entities from Recorded Future.'
"An object containing the enriched attribute and "
"related entities from Recorded Future."
)
self.enrichment_object.from_dict(
**{"meta-category": "misc", "description": description, "distribution": 0}
)
self.enrichment_object.from_dict(**{
'meta-category': 'misc',
'description': description,
'distribution': 0
})
# Create a copy of enriched attribute to add tags to
temp_attr = MISPAttribute()
temp_attr.from_dict(**attribute_props)
self.enriched_attribute = MISPAttribute()
self.enriched_attribute.from_dict(**{
'value': temp_attr.value,
'type': temp_attr.type,
'distribution': 0
})
self.enriched_attribute.from_dict(
**{"value": temp_attr.value, "type": temp_attr.type, "distribution": 0}
)
self.related_attributes = []
self.related_attributes: List[Tuple[str, MISPAttribute]] = []
self.color_picker = RFColors()
self.galaxy_finder = GalaxyFinder()
# Mapping from MISP-type to RF-type
self.type_to_rf_category = {
'ip': 'ip',
'ip-src': 'ip',
'ip-dst': 'ip',
'domain': 'domain',
'hostname': 'domain',
'md5': 'hash',
'sha1': 'hash',
'sha256': 'hash',
'uri': 'url',
'url': 'url',
'vulnerability': 'vulnerability',
'weakness': 'vulnerability'
"ip": "ip",
"ip-src": "ip",
"ip-dst": "ip",
"ip-src|port": "ip",
"ip-dst|port": "ip",
"domain": "domain",
"hostname": "domain",
"md5": "hash",
"sha1": "hash",
"sha256": "hash",
"uri": "url",
"url": "url",
"vulnerability": "vulnerability",
"weakness": "vulnerability",
}
# Related entities from RF portrayed as related attributes in MISP
# Related entities have 'Related' as part of the word and Links entities from RF
# portrayed as related attributes in MISP
self.related_attribute_types = [
'RelatedIpAddress', 'RelatedInternetDomainName', 'RelatedHash',
'RelatedEmailAddress', 'RelatedCyberVulnerability'
"RelatedIpAddress",
"RelatedInternetDomainName",
"RelatedHash",
"RelatedEmailAddress",
"RelatedCyberVulnerability",
"IpAddress",
"InternetDomainName",
"Hash",
"EmailAddress",
"CyberVulnerability",
]
# Related entities have 'Related' as part of the word and and Links entities from RF portrayed as tags in MISP
self.galaxy_tag_types = [
"RelatedMalware",
"RelatedThreatActor",
"Threat Actor",
"MitreAttackIdentifier",
"Malware",
]
# Related entities from RF portrayed as tags in MISP
self.galaxy_tag_types = ['RelatedMalware', 'RelatedThreatActor']
def enrich(self) -> None:
"""Run the enrichment."""
category = self.type_to_rf_category.get(self.enriched_attribute.type)
json_response = GLOBAL_REQUEST_HANDLER.rf_lookup(category, self.enriched_attribute.value)
category = self.type_to_rf_category.get(self.enriched_attribute.type, "")
enriched_attribute_value = self.enriched_attribute.value
# If enriched attribute has a port we need to remove that port
# since RF do not support enriching ip addresses with port
if self.enriched_attribute.type in ["ip-src|port", "ip-dst|port"]:
enriched_attribute_value = enriched_attribute_value.split("|")[0]
json_response = GLOBAL_REQUEST_HANDLER.rf_lookup(
category, enriched_attribute_value
)
response = json.loads(json_response.content)
try:
# Add risk score and risk rules as tags to the enriched attribute
risk_score = response['data']['risk']['score']
risk_score = response["data"]["risk"]["score"]
hex_color = self.color_picker.riskscore_color(risk_score)
tag_name = f'recorded-future:risk-score="{risk_score}"'
self.add_tag(tag_name, hex_color)
for evidence in response['data']['risk']['evidenceDetails']:
risk_rule = evidence['rule']
criticality = evidence['criticality']
risk_criticality = response["data"]["risk"]["criticalityLabel"]
hex_color = self.color_picker.criticality_color(risk_criticality)
tag_name = f'recorded-future:criticality="{risk_criticality}"'
self.add_tag(tag_name, hex_color)
for evidence in response["data"]["risk"]["evidenceDetails"]:
risk_rule = evidence["rule"]
criticality = evidence["criticality"]
hex_color = self.color_picker.riskrule_color(criticality)
tag_name = f'recorded-future:risk-rule="{risk_rule}"'
self.add_tag(tag_name, hex_color)
# Retrieve related entities
for related_entity in response['data']['relatedEntities']:
related_type = related_entity['type']
if related_type in self.related_attribute_types:
# Related entities returned as additional attributes
for related in related_entity['entities']:
if int(related["count"]) > 4:
indicator = related['entity']['name']
self.add_related_attribute(indicator, related_type)
elif related_type in self.galaxy_tag_types:
# Related entities added as galaxy-tags to the enriched attribute
galaxy_tags = []
for related in related_entity['entities']:
if int(related["count"]) > 4:
indicator = related['entity']['name']
galaxy = self.galaxy_finder.find_galaxy_match(indicator, related_type)
# Handle deduplication of galaxy tags
if galaxy and galaxy not in galaxy_tags:
galaxy_tags.append(galaxy)
for galaxy in galaxy_tags:
self.add_tag(galaxy)
links_data = response["data"].get("links", {}).get("hits")
# Check if we have error in links response. If yes, then user do not have right module enabled in token
links_access_error = response["data"].get("links", {}).get("error")
galaxy_tags = []
if not links_access_error:
for hit in links_data:
for section in hit["sections"]:
for sec_list in section["lists"]:
entity_type = sec_list["type"]["name"]
for entity in sec_list["entities"]:
if entity_type in self.galaxy_tag_types:
galaxy = self.galaxy_finder.find_galaxy_match(
entity["name"], entity_type
)
if galaxy and galaxy not in galaxy_tags:
galaxy_tags.append(galaxy)
else:
self.add_attribute(entity["name"], entity_type)
else:
# Retrieve related entities
for related_entity in response["data"]["relatedEntities"]:
related_type = related_entity["type"]
if related_type in self.related_attribute_types:
# Related entities returned as additional attributes
for related in related_entity["entities"]:
# filter those entities that have count bigger than 4, to reduce noise
# because there can be a huge list of related entities
if int(related["count"]) > 4:
indicator = related["entity"]["name"]
self.add_attribute(indicator, related_type)
elif related_type in self.galaxy_tag_types:
# Related entities added as galaxy-tags to the enriched attribute
galaxy_tags = []
for related in related_entity["entities"]:
# filter those entities that have count bigger than 4, to reduce noise
# because there can be a huge list of related entities
if int(related["count"]) > 4:
indicator = related["entity"]["name"]
galaxy = self.galaxy_finder.find_galaxy_match(
indicator, related_type
)
# Handle deduplication of galaxy tags
if galaxy and galaxy not in galaxy_tags:
galaxy_tags.append(galaxy)
for galaxy in galaxy_tags:
self.add_tag(galaxy)
except KeyError:
misperrors['error'] = 'Unexpected format in Recorded Future api response.'
misperrors["error"] = "Unexpected format in Recorded Future api response."
raise
def add_related_attribute(self, indicator: str, related_type: str) -> None:
"""Helper method for adding an indicator to the related attribute list."""
out_type = self.get_output_type(related_type, indicator)
def add_attribute(self, indicator: str, indicator_type: str) -> None:
"""Helper method for adding an indicator to the attribute list."""
out_type = self.get_output_type(indicator_type, indicator)
attribute = MISPAttribute()
attribute.from_dict(**{'value': indicator, 'type': out_type, 'distribution': 0})
self.related_attributes.append((related_type, attribute))
attribute.from_dict(**{"value": indicator, "type": out_type, "distribution": 0})
self.related_attributes.append((indicator_type, attribute))
def add_tag(self, tag_name: str, hex_color: str = None) -> None:
"""Helper method for adding a tag to the enriched attribute."""
tag = MISPTag()
tag_properties = {'name': tag_name}
tag_properties = {"name": tag_name}
if hex_color:
tag_properties['colour'] = hex_color
tag_properties["colour"] = hex_color
tag.from_dict(**tag_properties)
self.enriched_attribute.add_tag(tag)
def get_output_type(self, related_type: str, indicator: str) -> str:
"""Helper method for translating a Recorded Future related type to a MISP output type."""
output_type = 'text'
if related_type == 'RelatedIpAddress':
output_type = 'ip-dst'
elif related_type == 'RelatedInternetDomainName':
output_type = 'domain'
elif related_type == 'RelatedHash':
output_type = "text"
if related_type in ["RelatedIpAddress", "IpAddress"]:
output_type = "ip-dst"
elif related_type in ["RelatedInternetDomainName", "InternetDomainName"]:
output_type = "domain"
elif related_type in ["RelatedHash", "Hash"]:
hash_len = len(indicator)
if hash_len == 64:
output_type = 'sha256'
output_type = "sha256"
elif hash_len == 40:
output_type = 'sha1'
output_type = "sha1"
elif hash_len == 32:
output_type = 'md5'
elif related_type == 'RelatedEmailAddress':
output_type = 'email-src'
elif related_type == 'RelatedCyberVulnerability':
signature = indicator.split('-')[0]
if signature == 'CVE':
output_type = 'vulnerability'
elif signature == 'CWE':
output_type = 'weakness'
output_type = "md5"
elif related_type in ["RelatedEmailAddress", "EmailAddress"]:
output_type = "email-src"
elif related_type in ["RelatedCyberVulnerability", "CyberVulnerability"]:
signature = indicator.split("-")[0]
if signature == "CVE":
output_type = "vulnerability"
elif signature == "CWE":
output_type = "weakness"
elif related_type == "MalwareSignature":
output_type = "malware-sample"
elif related_type == "Organization":
output_type = "target-org"
elif related_type == "Username":
output_type = "target-user"
return output_type
def get_results(self) -> dict:
"""Build and return the enrichment results."""
self.enrichment_object.add_attribute('Enriched attribute', **self.enriched_attribute)
self.enrichment_object.add_attribute(
"Enriched attribute", **self.enriched_attribute
)
for related_type, attribute in self.related_attributes:
self.enrichment_object.add_attribute(related_type, **attribute)
self.event.add_object(**self.enrichment_object)
event = json.loads(self.event.to_json())
result = {key: event[key] for key in ['Object'] if key in event}
return {'results': result}
result = {key: event[key] for key in ["Object"] if key in event}
return {"results": result}
def get_proxy_settings(config: dict) -> dict:
def get_proxy_settings(config: dict) -> Optional[Dict[str, str]]:
"""Returns proxy settings in the requests format.
If no proxy settings are set, return None."""
If no proxy settings are set, return None."""
proxies = None
host = config.get('proxy_host')
port = config.get('proxy_port')
username = config.get('proxy_username')
password = config.get('proxy_password')
host = config.get("proxy_host")
port = config.get("proxy_port")
username = config.get("proxy_username")
password = config.get("proxy_password")
if host:
if not port:
misperrors['error'] = 'The recordedfuture_proxy_host config is set, ' \
'please also set the recordedfuture_proxy_port.'
misperrors["error"] = (
"The recordedfuture_proxy_host config is set, "
"please also set the recordedfuture_proxy_port."
)
raise KeyError
parsed = urlparse(host)
if 'http' in parsed.scheme:
scheme = 'http'
if "http" in parsed.scheme:
scheme = "http"
else:
scheme = parsed.scheme
netloc = parsed.netloc
host = f'{netloc}:{port}'
host = f"{netloc}:{port}"
if username:
if not password:
misperrors['error'] = 'The recordedfuture_proxy_username config is set, ' \
'please also set the recordedfuture_proxy_password.'
misperrors["error"] = (
"The recordedfuture_proxy_username config is set, "
"please also set the recordedfuture_proxy_password."
)
raise KeyError
auth = f'{username}:{password}'
host = auth + '@' + host
auth = f"{username}:{password}"
host = auth + "@" + host
proxies = {
'http': f'{scheme}://{host}',
'https': f'{scheme}://{host}'
}
proxies = {"http": f"{scheme}://{host}", "https": f"{scheme}://{host}"}
LOGGER.info(f'Proxy settings: {proxies}')
LOGGER.info(f"Proxy settings: {proxies}")
return proxies
@ -357,23 +492,25 @@ def handler(q=False):
return False
request = json.loads(q)
config = request.get('config')
if config and config.get('token'):
GLOBAL_REQUEST_HANDLER.rf_token = config.get('token')
config = request.get("config")
if config and config.get("token"):
GLOBAL_REQUEST_HANDLER.rf_token = config.get("token")
else:
misperrors['error'] = 'Missing Recorded Future token.'
misperrors["error"] = "Missing Recorded Future token."
return misperrors
if not request.get('attribute') or not check_input_attribute(request['attribute'], requirements=('type', 'value')):
return {'error': f'{standard_error_message}, {checking_error}.'}
if request['attribute']['type'] not in mispattributes['input']:
return {'error': 'Unsupported attribute type.'}
if not request.get("attribute") or not check_input_attribute(
request["attribute"], requirements=("type", "value")
):
return {"error": f"{standard_error_message}, {checking_error}."}
if request["attribute"]["type"] not in mispattributes["input"]:
return {"error": "Unsupported attribute type."}
try:
GLOBAL_REQUEST_HANDLER.proxies = get_proxy_settings(config)
except KeyError:
return misperrors
input_attribute = request.get('attribute')
input_attribute = request.get("attribute")
rf_enricher = RFEnricher(input_attribute)
try:
@ -392,5 +529,5 @@ def introspection():
def version():
"""Returns a dict with the version and the associated meta-data
including potential configurations required of the module."""
moduleinfo['config'] = moduleconfig
moduleinfo["config"] = moduleconfig
return moduleinfo