parsedmarc documentation - Open source DMARC report analyzer and visualizer

parsedmarc is a Python module and CLI utility for parsing DMARC reports. When used with Elasticsearch and Kibana (or Splunk), it works as a self-hosted open source alternative to commercial DMARC report processing services such as Agari Brand Protection, Dmarcian, OnDMARC, ProofPoint Email Fraud Defense, and Valimail.

Features

• Parses draft and 1.0 standard aggregate/rua reports

• Parses forensic/failure/ruf reports

• Can parse reports from an inbox over IMAP

• Transparently handles gzip or zip compressed reports

• Consistent data structures

• Simple JSON and/or CSV output

• Optionally email the results

• Optionally send the results to Elasticsearch and/or Splunk, for use with premade dashboards

• Optionally send reports to Apache Kafka

Resources

DMARC guides

• Demystifying DMARC - A complete guide to SPF, DKIM, and DMARC

SPF and DMARC record validation

If you are looking for SPF and DMARC record validation and parsing, check out the sister project, checkdmarc.

Lookalike domains

DMARC protects against domain spoofing, not lookalike domains. for open source lookalike domain monitoring, check out DomainAware.

CLI help

usage: parsedmarc [-h] [-c CONFIG_FILE] [--strip-attachment-payloads] [-o OUTPUT]
                   [--aggregate-json-filename AGGREGATE_JSON_FILENAME]
                   [--forensic-json-filename FORENSIC_JSON_FILENAME]
                   [--aggregate-csv-filename AGGREGATE_CSV_FILENAME]
                   [--forensic-csv-filename FORENSIC_CSV_FILENAME]
                   [-n NAMESERVERS [NAMESERVERS ...]] [-t DNS_TIMEOUT] [--offline]
                   [-s] [--verbose] [--debug] [--log-file LOG_FILE] [-v]
                   [file_path ...]

 Parses DMARC reports

 positional arguments:
   file_path             one or more paths to aggregate or forensic report
                         files, emails, or mbox files'

 optional arguments:
   -h, --help            show this help message and exit
   -c CONFIG_FILE, --config-file CONFIG_FILE
                         a path to a configuration file (--silent implied)
   --strip-attachment-payloads
                         remove attachment payloads from forensic report output
   -o OUTPUT, --output OUTPUT
                         write output files to the given directory
   --aggregate-json-filename AGGREGATE_JSON_FILENAME
                         filename for the aggregate JSON output file
   --forensic-json-filename FORENSIC_JSON_FILENAME
                         filename for the forensic JSON output file
   --aggregate-csv-filename AGGREGATE_CSV_FILENAME
                         filename for the aggregate CSV output file
   --forensic-csv-filename FORENSIC_CSV_FILENAME
                         filename for the forensic CSV output file
   -n NAMESERVERS [NAMESERVERS ...], --nameservers NAMESERVERS [NAMESERVERS ...]
                         nameservers to query
   -t DNS_TIMEOUT, --dns_timeout DNS_TIMEOUT
                         number of seconds to wait for an answer from DNS
                         (default: 2.0)
   --offline             do not make online queries for geolocation or DNS
   -s, --silent          only print errors and warnings
   --verbose             more verbose output
   --debug               print debugging information
   --log-file LOG_FILE   output logging to a file
   -v, --version         show program's version number and exit

Note

In parsedmarc 6.0.0, most CLI options were moved to a configuration file, described below.

Configuration file

parsedmarc can be configured by supplying the path to an INI file

parsedmarc -c /etc/parsedmarc.ini

For example

# This is an example comment

[general]
save_aggregate = True
save_forensic = True

[imap]
host = imap.example.com
user = dmarcresports@example.com
password = $uperSecure
watch = True

[elasticsearch]
hosts = 127.0.0.1:9200
ssl = False

[splunk_hec]
url = https://splunkhec.example.com
token = HECTokenGoesHere
index = email

[s3]
bucket = my-bucket
path = parsedmarc

[syslog]
server = localhost
port = 514

The full set of configuration options are:

• general

  • save_aggregate - bool: Save aggregate report data to Elasticsearch, Splunk and/or S3

  • save_forensic - bool: Save forensic report data to Elasticsearch, Splunk and/or S3

  • strip_attachment_payloads - bool: Remove attachment payloads from results

  • output - str: Directory to place JSON and CSV files in

  • aggregate_json_filename - str: filename for the aggregate JSON output file

  • forensic_json_filename - str: filename for the forensic JSON output file

  • ip_db_path - str: An optional custim path to a MMDB file from MaxMind or DBIP

  • offline - bool: Do not use online queries for geolocation or DNS

  • nameservers - str: A comma separated list of DNS resolvers (Default: Cloudflare’s public resolvers)

  • dns_timeout - float: DNS timeout period

  • debug - bool: Print debugging messages

  • silent - bool: Only print errors (Default: True)

  • log_file - str: Write log messages to a file at this path

  • n_procs - int: Number of process to run in parallel when parsing in CLI mode (Default: 1)

  • chunk_size - int: Number of files to give to each process when running in parallel.

  Note

  Setting this to a number larger than one can improve performance when processing thousands of files

• imap

  • host - str: The IMAP server hostname or IP address

  • port - int: The IMAP server port (Default: 993).

  Note

  If your host recommends another port, still try 993

  • ssl - bool: Use an encrypted SSL/TLS connection (Default: True)

  • skip_certificate_verification - bool: Skip certificate verification (not recommended)

  • user - str: The IMAP user

  • password - str: The IMAP password

  ..note::

  The percent symbol has a special function, so it should be escaped. Use “%%” instead of “%” and it should work fine.

  • reports_folder - str: The IMAP folder where the incoming reports can be found (Default: INBOX)

  • archive_folder - str: The IMAP folder to sort processed emails into (Default: Archive)

  • watch - bool: Use the IMAP IDLE command to process messages as they arrive

  • delete - bool: Delete messages after processing them, instead of archiving them

  • test - bool: Do not move or delete messages

  • batch_size - int: Number of messages to read and process before saving. Defaults to all messages if not set.

• elasticsearch

  • hosts - str: A comma separated list of hostnames and ports or URLs (e.g. 127.0.0.1:9200 or https://user:secret@localhost)

  Note

  Special characters in the username or password must be URL encoded.

  • ssl - bool: Use an encrypted SSL/TLS connection (Default: True)

  • cert_path - str: Path to a trusted certificates

  • index_suffix - str: A suffix to apply to the index names

  • monthly_indexes - bool: Use monthly indexes instead of daily indexes

  • number_of_shards - int: The number of shards to use when creating the index (Default: 1)

  • number_of_replicas - int: The number of replicas to use when creating the index (Default: 1)

• splunk_hec

  • url - str: The URL of the Splunk HTTP Events Collector (HEC)

  • token - str: The HEC token

  • index - str: The Splunk index to use

  • skip_certificate_verification - bool: Skip certificate verification (not recommended)

• kafka

  • hosts - str: A comma separated list of Kafka hosts

  • user - str: The Kafka user

  • passsword - str: The Kafka password

  • ssl - bool: Use an encrypted SSL/TLS connection (Default: True)

  • skip_certificate_verification - bool: Skip certificate verification (not recommended)

  • aggregate_topic - str: The Kafka topic for aggregate reports

  • forensic_topic - str: The Kafka topic for forensic reports

• smtp

  • host - str: The SMTP hostname

  • port - int: The SMTP port (Default: 25)

  • ssl - bool: Require SSL/TLS instead of using STARTTLS

  • skip_certificate_verification - bool: Skip certificate verification (not recommended)

  • user - str: the SMTP username

  • password - str: the SMTP password

  • from - str: The From header to use in the email

  • to - list: A list of email addresses to send to

  • subject - str: The Subject header to use in the email (Default: parsedmarc report)

  • attachment - str: The ZIP attachment filenames

  • message - str: The email message (Default: Please see the attached parsedmarc report.)

• s3

  • bucket - str: The S3 bucket name

  • path - int: The path to upload reports to (Default: /)

Warning

save_aggregate and save_forensic are separate options because you may not want to save forensic reports (also known as failure reports) to your Elasticsearch instance, particularly if you are in a highly-regulated industry that handles sensitive data, such as healthcare or finance. If your legitimate outgoing email fails DMARC, it is possible that email may appear later in a forensic report.

Forensic reports contain the original headers of an email that failed a DMARC check, and sometimes may also include the full message body, depending on the policy of the reporting organization.

Most reporting organizations do not send forensic reports of any kind for privacy reasons. While aggregate DMARC reports are sent at least daily, it is normal to receive very few forensic reports.

An alternative approach is to still collect forensic/failure/ruf reports in your DMARC inbox, but run parsedmarc with save_forensic = True manually on a separate IMAP folder (using the reports_folder option), after you have manually moved known samples you want to save to that folder (e.g. malicious samples and non-sensitive legitimate samples).

Sample aggregate report output

Here are the results from parsing the example report from the dmarc.org wiki. It’s actually an older draft of the the 1.0 report schema standardized in RFC 7480 Appendix C. This draft schema is still in wide use.

parsedmarc produces consistent, normalized output, regardless of the report schema.

JSON

{
  "xml_schema": "draft",
  "report_metadata": {
    "org_name": "acme.com",
    "org_email": "noreply-dmarc-support@acme.com",
    "org_extra_contact_info": "http://acme.com/dmarc/support",
    "report_id": "9391651994964116463",
    "begin_date": "2012-04-27 20:00:00",
    "end_date": "2012-04-28 19:59:59",
    "errors": []
  },
  "policy_published": {
    "domain": "example.com",
    "adkim": "r",
    "aspf": "r",
    "p": "none",
    "sp": "none",
    "pct": "100",
    "fo": "0"
  },
  "records": [
    {
      "source": {
        "ip_address": "72.150.241.94",
        "country": "US",
        "reverse_dns": "adsl-72-150-241-94.shv.bellsouth.net",
        "base_domain": "bellsouth.net"
      },
      "count": 2,
      "alignment": {
        "spf": true,
        "dkim": false,
        "dmarc": true
      },
      "policy_evaluated": {
        "disposition": "none",
        "dkim": "fail",
        "spf": "pass",
        "policy_override_reasons": []
      },
      "identifiers": {
        "header_from": "example.com",
        "envelope_from": "example.com",
        "envelope_to": null
      },
      "auth_results": {
        "dkim": [
          {
            "domain": "example.com",
            "selector": "none",
            "result": "fail"
          }
        ],
        "spf": [
          {
            "domain": "example.com",
            "scope": "mfrom",
            "result": "pass"
          }
        ]
      }
    }
  ]
}

CSV

xml_schema,org_name,org_email,org_extra_contact_info,report_id,begin_date,end_date,errors,domain,adkim,aspf,p,sp,pct,fo,source_ip_address,source_country,source_reverse_dns,source_base_domain,count,spf_aligned,dkim_aligned,dmarc_aligned,disposition,policy_override_reasons,policy_override_comments,envelope_from,header_from,envelope_to,dkim_domains,dkim_selectors,dkim_results,spf_domains,spf_scopes,spf_results
draft,acme.com,noreply-dmarc-support@acme.com,http://acme.com/dmarc/support,9391651994964116463,2012-04-27 20:00:00,2012-04-28 19:59:59,,example.com,r,r,none,none,100,0,72.150.241.94,US,adsl-72-150-241-94.shv.bellsouth.net,bellsouth.net,2,True,False,True,none,,,example.com,example.com,,example.com,none,fail,example.com,mfrom,pass

Sample forensic report output

Thanks to Github user xennn for the anonymized forensic report email sample.

JSON

{
     "feedback_type": "auth-failure",
     "user_agent": "Lua/1.0",
     "version": "1.0",
     "original_mail_from": "sharepoint@domain.de",
     "original_rcpt_to": "peter.pan@domain.de",
     "arrival_date": "Mon, 01 Oct 2018 11:20:27 +0200",
     "message_id": "<38.E7.30937.BD6E1BB5@ mailrelay.de>",
     "authentication_results": "dmarc=fail (p=none, dis=none) header.from=domain.de",
     "delivery_result": "policy",
     "auth_failure": [
       "dmarc"
     ],
     "reported_domain": "domain.de",
     "arrival_date_utc": "2018-10-01 09:20:27",
     "source": {
       "ip_address": "10.10.10.10",
       "country": null,
       "reverse_dns": null,
       "base_domain": null
     },
     "authentication_mechanisms": [],
     "original_envelope_id": null,
     "dkim_domain": null,
     "sample_headers_only": false,
     "sample": "Received: from Servernameone.domain.local (Servernameone.domain.local [10.10.10.10])\n\tby  mailrelay.de (mail.DOMAIN.de) with SMTP id 38.E7.30937.BD6E1BB5; Mon,  1 Oct 2018 11:20:27 +0200 (CEST)\nDate: 01 Oct 2018 11:20:27 +0200\nMessage-ID: <38.E7.30937.BD6E1BB5@ mailrelay.de>\nTo: <peter.pan@domain.de>\nfrom: \"=?utf-8?B?SW50ZXJha3RpdmUgV2V0dGJld2VyYmVyLcOcYmVyc2ljaHQ=?=\" <sharepoint@domain.de>\nSubject: Subject\nMIME-Version: 1.0\nX-Mailer: Microsoft SharePoint Foundation 2010\nContent-Type: text/html; charset=utf-8\nContent-Transfer-Encoding: quoted-printable\n\n<html><head><base href=3D'\nwettbewerb' /></head><body><!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 3.2//EN\"=\n><HTML><HEAD><META NAME=3D\"Generator\" CONTENT=3D\"MS Exchange Server version=\n 08.01.0240.003\"></html>\n",
     "parsed_sample": {
       "from": {
         "display_name": "Interaktive Wettbewerber-Übersicht",
         "address": "sharepoint@domain.de",
         "local": "sharepoint",
         "domain": "domain.de"
       },
       "to_domains": [
         "domain.de"
       ],
       "to": [
         {
           "display_name": null,
           "address": "peter.pan@domain.de",
           "local": "peter.pan",
           "domain": "domain.de"
         }
       ],
       "subject": "Subject",
       "timezone": "+2",
       "mime-version": "1.0",
       "date": "2018-10-01 09:20:27",
       "content-type": "text/html; charset=utf-8",
       "x-mailer": "Microsoft SharePoint Foundation 2010",
       "body": "<html><head><base href='\nwettbewerb' /></head><body><!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 3.2//EN\"><HTML><HEAD><META NAME=\"Generator\" CONTENT=\"MS Exchange Server version 08.01.0240.003\"></html>",
       "received": [
         {
           "from": "Servernameone.domain.local Servernameone.domain.local 10.10.10.10",
           "by": "mailrelay.de mail.DOMAIN.de",
           "with": "SMTP id 38.E7.30937.BD6E1BB5",
           "date": "Mon, 1 Oct 2018 11:20:27 +0200 CEST",
           "hop": 1,
           "date_utc": "2018-10-01 09:20:27",
           "delay": 0
         }
       ],
       "content-transfer-encoding": "quoted-printable",
       "message-id": "<38.E7.30937.BD6E1BB5@ mailrelay.de>",
       "has_defects": false,
       "headers": {
         "Received": "from Servernameone.domain.local (Servernameone.domain.local [10.10.10.10])\n\tby  mailrelay.de (mail.DOMAIN.de) with SMTP id 38.E7.30937.BD6E1BB5; Mon,  1 Oct 2018 11:20:27 +0200 (CEST)",
         "Date": "01 Oct 2018 11:20:27 +0200",
         "Message-ID": "<38.E7.30937.BD6E1BB5@ mailrelay.de>",
         "To": "<peter.pan@domain.de>",
         "from": "\"Interaktive Wettbewerber-Übersicht\" <sharepoint@domain.de>",
         "Subject": "Subject",
         "MIME-Version": "1.0",
         "X-Mailer": "Microsoft SharePoint Foundation 2010",
         "Content-Type": "text/html; charset=utf-8",
         "Content-Transfer-Encoding": "quoted-printable"
       },
       "reply_to": [],
       "cc": [],
       "bcc": [],
       "attachments": [],
       "filename_safe_subject": "Subject"
     }
   }

CSV

feedback_type,user_agent,version,original_envelope_id,original_mail_from,original_rcpt_to,arrival_date,arrival_date_utc,subject,message_id,authentication_results,dkim_domain,source_ip_address,source_country,source_reverse_dns,source_base_domain,delivery_result,auth_failure,reported_domain,authentication_mechanisms,sample_headers_only
auth-failure,Lua/1.0,1.0,,sharepoint@domain.de,peter.pan@domain.de,"Mon, 01 Oct 2018 11:20:27 +0200",2018-10-01 09:20:27,Subject,<38.E7.30937.BD6E1BB5@ mailrelay.de>,"dmarc=fail (p=none, dis=none) header.from=domain.de",,10.10.10.10,,,,policy,dmarc,domain.de,,False

Bug reports

Please report bugs on the GitHub issue tracker

https://github.com/domainaware/parsedmarc/issues

Installation

parsedmarc works with Python 3 only.

Note

If your system is behind a web proxy, you neeed to configure your system to use that proxy. To do this, edit /etc/environment and add your proxy details there, for example:

http_proxy=http://user:password@prox-server:3128
https_proxy=https://user:password@prox-server:3128
ftp_proxy=http://user:password@prox-server:3128

Or if no credentials are needed:

http_proxy=http://prox-server:3128
https_proxy=https://prox-server:3128
ftp_proxy=http://prox-server:3128

This will set the the proxy up for use system-wide, including for parsedmarc.

Warning

If your mail server is Microsoft Exchange, ensure that it is patched to at least:

• Exchange Server 2010 Update Rollup 22 (KB4295699)

• Exchange Server 2013 Cumulative Update 21 (KB4099855)

• Exchange Server 2016 Cumulative Update 11 (KB4134118)

geoipupdate setup

Note

Starting in parsedmarc 7.1.0, a static copy of the IP to Country Lite database from IPDB is distributed with parsedmarc, under the terms of the Creative Commons Attribution 4.0 International License. as a fallback if the MaxMind GeoLite2 Country database is not installed However, parsedmarc cannot install updated versions of these databases as they are released, so MaxMind’s databases and geoipupdate tool is still the preferable solution.

The location of the database file can be overridden by using the ip_db_path setting.

On Debian 10 (Buster) or later, run:

sudo apt-get install -y geoipupdate

On Ubuntu systems run:

sudo add-apt-repository ppa:maxmind/ppa
sudo apt update
sudo apt install -y geoipupdate

On CentOS or RHEL systems, run:

sudo yum install -y geoipupdate

The latest builds for Linux, macOS, and Windows can be downloaded from the geoipupdate releases page on GitHub.

On December 30th, 2019, MaxMind started requiring free accounts to access the free Geolite2 databases, in order to comply with various privacy regulations.

Start by registering for a free GeoLite2 account, and signing in.

Then, navigate the to the License Keys page under your account, and create a new license key for the version of geoipupdate that was installed.

Warning

The configuration file format is different for older (i.e. <=3.1.1) and newer (i.e. >=3.1.1) versions of geoipupdate. Be sure to select the correct version for your system.

Note

To check the version of geoipupdate that is installed, run:

geoipupdate -V

You can use parsedmarc as the description for the key.

Once you have generated a key, download the config pre-filled configuration file. This file should be saved at /etc/GeoIP.conf on Linux or macOS systems, or at %SystemDrive%\ProgramData\MaxMind\GeoIPUpdate\GeoIP.conf on Windows systems.

Then run

sudo geoipupdate

To download the databases for the first time.

The GeoLite2 Country, City, and ASN databases are updated weekly, every Tuesday. geoipupdate can be run weekly by adding a cron job or scheduled task.

More information about geoipupdate can be found at the MaxMind geoipupdate page.

Installing parsedmarc

On Debian or Ubuntu systems, run:

sudo apt-get install -y python3-pip

On CentOS or RHEL systems, run:

sudo yum install -y python34-setuptools python34-devel
sudo easy_install-3.4 pip

Python 3 installers for Windows and macOS can be found at https://www.python.org/downloads/

sudo -H pip3 install -U parsedmarc

Or, install the latest development release directly from GitHub:

sudo -H pip3 install -U git+https://github.com/domainaware/parsedmarc.git

Note

On Windows, pip3 is pip, even with Python 3. So on Windows, substitute pip as an administrator in place of sudo pip3, in the above commands.

Installation using pypy3

For the best possible processing speed, consider using parsedmarc inside a pypy3 virtualenv. First, download the latest portable Linux version of pypy3. Extract it to /opt/pypy3 (sudo mkdir /opt if /opt does not exist), then create a symlink:

wget https://bitbucket.org/squeaky/portable-pypy/downloads/pypy3.5-7.0.0-linux_x86_64-portable.tar.bz2
tar -jxf pypy3.5-7.0.0-linux_x86_64-portable.tar.bz2
rm pypy3.5-6.0.0-linux_x86_64-portable.tar.bz2
sudo chown -R root:root pypy3.5-7.0.0-linux_x86_64-portable
sudo mv pypy3.5-7.0.0-linux_x86_64-portable /opt/pypy3
sudo ln -s /opt/pypy3/bin/pypy3 /usr/local/bin/pypy3

Install virtualenv on your system:

sudo apt-get install python3-pip
sudo -H pip3 install -U virtualenv

Uninstall any instance of parsedmarc that you may have installed globally

sudo -H pip3 uninstall -y parsedmarc

Next, create a pypy3 virtualenv for parsedmarc

sudo mkdir /opt/venvs
cd /opt/venvs
sudo -H pip3 install -U virtualenv
sudo virtualenv --download -p /usr/local/bin/pypy3 parsedmarc
sudo -H /opt/venvs/parsedmarc/bin/pip3 install -U parsedmarc
sudo ln -s /opt/venvs/parsedmarc/bin/parsedmarc /usr/local/bin/parsedmarc

To upgrade parsedmarc inside the virtualenv, run:

sudo -H /opt/venvs/parsedmarc/bin/pip3 install -U parsedmarc

Or, install the latest development release directly from GitHub:

sudo -H /opt/venvs/parsedmarc/bin/pip3 install -U git+https://github.com/domainaware/parsedmarc.git

Optional dependencies

If you would like to be able to parse emails saved from Microsoft Outlook (i.e. OLE .msg files), install msgconvert:

On Debian or Ubuntu systems, run:

sudo apt-get install libemail-outlook-message-perl

Testing multiple report analyzers

If you would like to test parsedmarc and another report processing solution at the same time, you can have up to two mailto URIs each in the rua and ruf tags in your DMARC record, separated by commas.

Accessing an inbox using OWA/EWS

Some organisations do not allow IMAP, and only support Exchange Web Services (EWS)/Outlook Web Access (OWA). In that case, Davmail will need to be set up as a local EWS/OWA IMAP gateway. It can even work where Modern Auth/multi-factor authentication is required.

To do this, download the latest davmail-version.zip from https://sourceforge.net/projects/davmail/files/

Extract the zip using the unzip command.

Install Java:

sudo apt-get install default-jre-headless

Configure Davmail by creating a davmail.properties file

# DavMail settings, see http://davmail.sourceforge.net/ for documentation

#############################################################
# Basic settings

# Server or workstation mode
davmail.server=true

# connection mode auto, EWS or WebDav
davmail.enableEws=auto

# base Exchange OWA or EWS url
davmail.url=https://outlook.office365.com/EWS/Exchange.asmx

# Listener ports
davmail.imapPort=1143

#############################################################
# Network settings

# Network proxy settings
davmail.enableProxy=false
davmail.useSystemProxies=false
davmail.proxyHost=
davmail.proxyPort=
davmail.proxyUser=
davmail.proxyPassword=

# proxy exclude list
davmail.noProxyFor=

# block remote connection to DavMail
davmail.allowRemote=false

# bind server sockets to the loopback address
davmail.bindAddress=127.0.0.1

# disable SSL for specified listeners
davmail.ssl.nosecureimap=true

# Send keepalive character during large folder and messages download
davmail.enableKeepalive=true

# Message count limit on folder retrieval
davmail.folderSizeLimit=0

#############################################################
# IMAP settings

# Delete messages immediately on IMAP STORE \Deleted flag
davmail.imapAutoExpunge=true

# Enable IDLE support, set polling delay in minutes
davmail.imapIdleDelay=1

# Always reply to IMAP RFC822.SIZE requests with Exchange approximate
# message size for performance reasons
davmail.imapAlwaysApproxMsgSize=true

# Client connection timeout in seconds - default 300, 0 to disable
davmail.clientSoTimeout=0

#############################################################

Running DavMail as a systemd service

Use systemd to run davmail as a service.

Create a system user

sudo useradd davmail -r -s /bin/false

Protect the davmail configuration file from prying eyes

sudo chown root:davmail /opt/davmail/davmail.properties
sudo chmod u=rw,g=r,o= /opt/davmail/davmail.properties

Create the service configuration file

sudo nano /etc/systemd/system/davmail.service

[Unit]
Description=DavMail gateway service
Documentation=https://sourceforge.net/projects/davmail/
Wants=network-online.target
After=syslog.target network.target

[Service]
ExecStart=/opt/davmail/davmail /opt/davmail/davmail.properties
User=davmail
Group=davmail
Restart=always
RestartSec=5m

[Install]
WantedBy=multi-user.target

Then, enable the service

sudo systemctl daemon-reload
sudo systemctl enable parsedmarc.service
sudo service davmail restart

Note

You must also run the above commands whenever you edit davmail.service.

Warning

Always restart the service every time you upgrade to a new version of davmail:

sudo service davmail restart

To check the status of the service, run:

service davmail status

Note

In the event of a crash, systemd will restart the service after 5 minutes, but the service davmail status command will only show the logs for the current process. To vew the logs for previous runs as well as the current process (newest to oldest), run:

journalctl -u davmail.service -r

Configuring parsedmarc for DavMail

Because you are interacting with DavMail server over the loopback (i.e. 127.0.0.1), add the following options to parsedmarc.ini config file:

[imap]
host=127.0.0.1
port=1143
ssl=False
watch=True

Elasticsearch and Kibana

Note

Splunk is also supported starting with parsedmarc 4.3.0

To set up visual dashboards of DMARC data, install Elasticsearch and Kibana.

Note

Elasticsearch and Kibana 6 or later are required

On Debian/Ubuntu based systems, run:

sudo apt-get install -y apt-transport-https
wget -qO - https://artifacts.elastic.co/GPG-KEY-elasticsearch | sudo apt-key add -
echo "deb https://artifacts.elastic.co/packages/7.x/apt stable main" | sudo tee -a /etc/apt/sources.list.d/elastic-7.x.list
sudo apt-get update
sudo apt-get install -y default-jre-headless elasticsearch kibana

For CentOS, RHEL, and other RPM systems, follow the Elastic RPM guides for Elasticsearch and Kibana.

Warning

The default JVM heap size for Elasticsearch is very small (1g), which will cause it to crash under a heavy load. To fix this, increase the minimum and maximum JVM heap sizes in /etc/elasticsearch/jvm.options to more reasonable levels, depending on your server’s resources.

Make sure the system has at least 2 GB more RAM then the assigned JVM heap size.

Always set the minimum and maximum JVM heap sizes to the same value.

For example, to set a 4 GB heap size, set

-Xms4g
-Xmx4g

See https://www.elastic.co/guide/en/elasticsearch/reference/current/heap-size.html for more information.

sudo systemctl daemon-reload
sudo systemctl enable elasticsearch.service
sudo systemctl enable kibana.service
sudo service elasticsearch start
sudo service kibana start

Without the commercial X-Pack or ReadonlyREST products, Kibana does not have any authentication mechanism of its own. You can use nginx as a reverse proxy that provides basic authentication.

sudo apt-get install -y nginx apache2-utils

Or, on CentOS:

sudo yum install -y nginx httpd-tools

Create a directory to store the certificates and keys:

mkdir ~/ssl
cd ~/ssl

To create a self-signed certificate, run:

openssl req -x509 -nodes -days 365 -newkey rsa:4096 -keyout kibana.key -out kibana.crt

Or, to create a Certificate Signing Request (CSR) for a CA, run:

openssl req -newkey rsa:4096-nodes -keyout kibana.key -out kibana.csr

Fill in the prompts. Watch out for Common Name (e.g. server FQDN or YOUR domain name), which is the IP address or domain name that you will be hosting Kibana on. it is the most important field.

If you generated a CSR, remove the CSR after you have your certs

rm -f kibana.csr

Move the keys into place and secure them:

cd
sudo mv ssl /etc/nginx
sudo chown -R root:www-data /etc/nginx/ssl
sudo chmod -R u=rX,g=rX,o= /etc/nginx/ssl

Disable the default nginx configuration:

sudo rm /etc/nginx/sites-enabled/default

Create the web server configuration

sudo nano /etc/nginx/sites-available/kibana

server {
    listen 443 ssl http2;
    ssl_certificate /etc/nginx/ssl/kibana.crt;
    ssl_certificate_key /etc/nginx/ssl/kibana.key;
    ssl_session_timeout 1d;
    ssl_session_cache shared:SSL:50m;
    ssl_session_tickets off;


    # modern configuration. tweak to your needs.
    ssl_protocols TLSv1.2;
    ssl_ciphers 'ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:ECDHE-ECDSA-CHACHA20-POLY1305:ECDHE-RSA-CHACHA20-POLY1305:ECDHE-ECDSA-AES128-GCM-SHA256:ECDHE-RSA-AES128-GCM-SHA256:ECDHE-ECDSA-AES256-SHA384:ECDHE-RSA-AES256-SHA384:ECDHE-ECDSA-AES128-SHA256:ECDHE-RSA-AES128-SHA256';
    ssl_prefer_server_ciphers on;

    # Uncomment this next line if you are using a signed, trusted cert
    #add_header Strict-Transport-Security "max-age=63072000; includeSubdomains; preload";
    add_header X-Frame-Options SAMEORIGIN;
    add_header X-Content-Type-Options nosniff;
    auth_basic "Login required";
    auth_basic_user_file /etc/nginx/htpasswd;

    location / {
        proxy_pass http://127.0.0.1:5601;
        proxy_set_header Host $host;
        proxy_set_header X-Real-IP $remote_addr;
        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
    }
}

server {
    listen 80;
    return 301 https://$host$request_uri;
}

Enable the nginx configuration for Kibana:

sudo ln -s /etc/nginx/sites-available/kibana /etc/nginx/sites-enabled/kibana

Add a user to basic authentication:

sudo htpasswd -c /etc/nginx/htpasswd exampleuser

Where exampleuser is the name of the user you want to add.

Secure the permissions of the httpasswd file:

sudo chown root:www-data /etc/nginx/htpasswd
sudo chmod u=rw,g=r,o= /etc/nginx/htpasswd

Restart nginx:

sudo service nginx restart

Now that Elasticsearch is up and running, use parsedmarc to send data to it.

Download (right click the link and click save as) export.ndjson.

Import export.ndjson the Saved Objects tab of the Stack management page of Kibana.

It will give you the option to overwrite existing saved dashboards or visualizations, which could be used to restore them if you or someone else breaks them, as there are no permissions/access controls in Kibana without the commercial X-Pack.

Upgrading Kibana index patterns

parsedmarc 5.0.0 makes some changes to the way data is indexed in Elasticsearch. if you are upgrading from a previous release of parsedmarc, you need to complete the following steps to replace the Kibana index patterns with versions that match the upgraded indexes:

1. Login in to Kibana, and click on Management

2. Under Kibana, click on Saved Objects

3. Check the checkboxes for the dmarc_aggregate and dmarc_forensic index patterns

4. Click Delete

5. Click Delete on the conformation message

6. Download (right click the link and click save as) the latest version of export.ndjson

7. Import export.ndjson by clicking Import from the Kibana Saved Objects page

Records retention

Starting in version 5.0.0, parsedmarc stores data in a separate index for each day to make it easy to comply with records retention regulations such as GDPR. For fore information, check out the Elastic guide to managing time-based indexes efficiently.

Splunk

Starting in version 4.3.0 parsedmarc supports sending aggregate and/or forensic DMARC data to a Splunk HTTP Event collector (HEC).

The project repository contains XML files for premade Splunk dashboards for aggregate and forensic DMARC reports.

Copy and paste the contents of each file into a separate Splunk dashboard XML editor.

Warning

Change all occurrences of index="email" in the XML to match your own index name.

The Splunk dashboards display the same content and layout as the Kibana dashboards, although the Kibana dashboards have slightly easier and more flexible filtering options.

Running parsedmarc as a systemd service

Use systemd to run parsedmarc as a service and process reports as they arrive.

Create a system user

sudo useradd parsedmarc -r -s /bin/false

Protect the parsedmarc configuration file from prying eyes

sudo chown root:parsedmarc /etc/parsedmarc.ini
sudo chmod u=rw,g=r,o= /etc/parsedmarc.ini

Create the service configuration file

sudo nano /etc/systemd/system/parsedmarc.service

[Unit]
Description=parsedmarc mailbox watcher
Documentation=https://domainaware.github.io/parsedmarc/
Wants=network-online.target
After=network.target network-online.target elasticsearch.service

[Service]
ExecStart=/usr/local/bin/parsedmarc -c /etc/parsedmarc.ini
User=parsedmarc
Group=parsedmarc
Restart=always
RestartSec=5m

[Install]
WantedBy=multi-user.target

Then, enable the service

sudo systemctl daemon-reload
sudo systemctl enable parsedmarc.service
sudo service parsedmarc restart

Note

You must also run the above commands whenever you edit parsedmarc.service.

Warning

Always restart the service every time you upgrade to a new version of parsedmarc:

sudo service parsedmarc restart

To check the status of the service, run:

service parsedmarc status

Note

In the event of a crash, systemd will restart the service after 10 minutes, but the service parsedmarc status command will only show the logs for the current process. To vew the logs for previous runs as well as the current process (newest to oldest), run:

journalctl -u parsedmarc.service -r

Using the Kibana dashboards

The Kibana DMARC dashboards are a human-friendly way to understand the results from incoming DMARC reports.

Note

The default dashboard is DMARC Summary. To switch between dashboards, click on the Dashboard link in the left side menu of Kibana.

DMARC Summary

As the name suggests, this dashboard is the best place to start reviewing your aggregate DMARC data.

Across the top of the dashboard, three pie charts display the percentage of alignment pass/fail for SPF, DKIM, and DMARC. Clicking on any chart segment will filter for that value.

Note

Messages should not be considered malicious just because they failed to pass DMARC; especially if you have just started collecting data. It may be a legitimate service that needs SPF and DKIM configured correctly.

Start by filtering the results to only show failed DKIM alignment. While DMARC passes if a message passes SPF or DKIM alignment, only DKIM alignment remains valid when a message is forwarded without changing the from address, which is often caused by a mailbox forwarding rule. This is because DKIM signatures are part of the message headers, whereas SPF relies on SMTP session headers.

Underneath the pie charts. you can see graphs of DMARC passage and message disposition over time.

Under the graphs you will find the most useful data tables on the dashboard. On the left, there is a list of organizations that are sending you DMARC reports. In the center, there is a list of sending servers grouped by the base domain in their reverse DNS. On the right, there is a list of email from domains, sorted by message volume.

By hovering your mouse over a data table value and using the magnifying glass icons, you can filter on our filter out different values. Start by looking at the Message Sources by Reverse DNS table. Find a sender that you recognize, such as an email marketing service, hover over it, and click on the plus (+) magnifying glass icon, to add a filter that only shows results for that sender. Now, look at the Message From Header table to the right. That shows you the domains that a sender is sending as, which might tell you which brand/business is using a particular service. With that information, you can contact them and have them set up DKIM.

Note

If you have a lot of B2C customers, you may see a high volume of emails as your domains coming from consumer email services, such as Google/Gmail and Yahoo! This occurs when customers have mailbox rules in place that forward emails from an old account to a new account, which is why DKIM authentication is so important, as mentioned earlier. Similar patterns may be observed with businesses who send from reverse DNS addressees of parent, subsidiary, and outdated brands.

Further down the dashboard, you can filter by source country or source IP address.

Tables showing SPF and DKIM alignment details are located under the IP address table.

Note

Previously, the alignment tables were included in a separate dashboard called DMARC Alignment Failures. That dashboard has been consolidated into the DMARC Summary dashboard. To view failures only, use the pie chart.

Any other filters work the same way. You can also add your own custom temporary filters by clicking on Add Filter at the upper right of the page.

DMARC Forensic Samples

The DMARC Forensic Samples dashboard contains information on DMARC forensic reports (also known as failure reports or ruf reports). These reports contain samples of emails that have failed to pass DMARC.

Note

Most recipients do not send forensic/failure/ruf reports at all to avoid privacy leaks. Some recipients (notably Chinese webmail services) will only supply the headers of sample emails. Very few provide the entire email.

DMARC Alignment Guide

DMARC ensures that SPF and DKM authentication mechanisms actually authenticate against the same domain that the end user sees.

A message passes a DMARC check by passing DKIM or SPF, as long as the related indicators are also in alignment.

	DKIM	SPF
Passing	The signature in the DKIM header is validated using a public key that is published as a DNS record of the domain name specified in the signature	The mail server’s IP address is listed in the SPF record of the domain in the SMTP envelope’s mail from header
Alignment	The signing domain aligns with the domain in the message’s from header	The domain in the SMTP envelope’s mail from header aligns with the domain in the message’s from header

What if a sender won’t support DKIM/DMARC?

1. Some vendors don’t know about DMARC yet; ask about SPF and DKIM/email authentication.

2. Check if they can send through your email relays instead of theirs.

3. Do they really need to spoof your domain? Why not use the display name instead?

4. Worst case, have that vendor send email as a specific subdomain of your domain (e.g. noreply@news.example.com), and then create separate SPF and DMARC records on news.example.com, and set p=none in that DMARC record.

Warning

Do not alter the p or sp values of the DMARC record on the Top-Level Domain (TLD) – that would leave you vulnerable to spoofing of your TLD and/or any subdomain.

What about mailing lists?

When you deploy DMARC on your domain, you might find that messages relayed by mailing lists are failing DMARC, most likely because the mailing list is spoofing your from address, and modifying the subject, footer, or other part of the message, thereby breaking the DKIM signature.

Mailing list list best practices

Ideally, a mailing list should forward messages without altering the headers or body content at all. Joe Nelson does a fantastic job of explaining exactly what mailing lists should and shouldn’t do to be fully DMARC compliant. Rather than repeat his fine work, here’s a summary:

Do

• Retain headers from the original message

• Add RFC 2369 List-Unsubscribe headers to outgoing messages, instead of adding unsubscribe links to the body

  List-Unsubscribe: <https://list.example.com/unsubscribe-link>
  

• Add RFC 2919 List-Id headers instead of modifying the subject

  List-Id: Example Mailing List <list.example.com>
  

Modern mail clients and webmail services generate unsubscribe buttons based on these headers.

Do not

• Remove or modify any existing headers from the original message, including From, Date, Subject, etc.

• Add to or remove content from the message body, including traditional disclaimers and unsubscribe footers

In addition to complying with DMARC, this configuration ensures that Reply and Reply All actions work like they would with any email message. Reply replies to the message sender, and Reply All replies to the sender and the list.

Even without a subject prefix or body footer, mailing list users can still tell that a message came from the mailing list, because the message was sent to the mailing list post address, and not their email address.

Configuration steps for common mailing list platforms are listed below.

Mailman 2

Navigate to General Settings, and configure the settings below

Setting	Value
subject_prefix
from_is_list	No
first_strip_reply_to	No
reply_goes_to_list	Poster
include_rfc2369_headers	Yes
include_list_post_header	Yes
include_sender_header	No

Navigate to Non-digest options, and configure the settings below

Setting	Value
msg_header
msg_footer
scrub_nondigest	No

Navigate to Privacy Options> Sending Filters, and configure the settings below

Setting	Value
dmarc_moderation_action	Accept
dmarc_quarentine_moderation_action	Yes
dmarc_none_moderation_action	Yes

Mailman 3

Navigate to Settings> List Identity

Make Subject prefix blank.

Navigate to Settings> Alter Messages

Configure the settings below

Setting	Value
Convert html to plaintext	No
Include RFC2369 headers	Yes
Include the list post header	Yes
Explicit reply-to address
First strip replyo	No
Reply goes to list	No munging

Navigate to Settings> DMARC Mitigation

Configure the settings below

Setting	Value
DMARC mitigation action	No DMARC mitigations
DMARC mitigate unconditionally	No

Create a blank footer template for your mailing list to remove the message footer. Unfortunately, the Postorius mailing list admin UI will not allow you to create an empty template, so you’ll have to create one using the system’s command line instead, for example:

touch var/templates/lists/list.example.com/en/list:member:regular:footer

Where list.example.com the list ID, and en is the language.

Then restart mailman core.

Workarounds

If a mailing list must go against best practices and modify the message (e.g. to add a required legal footer), the mailing list administrator must configure the list to replace the From address of the message (also known as munging) with the address of the mailing list, so they no longer spoof email addresses with domains protected by DMARC.

Configuration steps for common mailing list platforms are listed below.

Mailman 2

Navigate to Privacy Options> Sending Filters, and configure the settings below

Setting	Value
dmarc_moderation_action	Munge From
dmarc_quarentine_moderation_action	Yes
dmarc_none_moderation_action	Yes

Note

Message wrapping could be used as the DMARC mitigation action instead. In that case, the original message is added as an attachment to the mailing list message, but that could interfere with inbox searching, or mobile clients.

On the other hand, replacing the From address might cause users to accidentally reply to the entire list, when they only intended to reply to the original sender.

Choose the option that best fits your community.

Mailman 3

In the DMARC Mitigations tab of the Settings page, configure the settings below

Setting	Value
DMARC mitigation action	Replace From: with list address
DMARC mitigate unconditionally	No

Note

Message wrapping could be used as the DMARC mitigation action instead. In that case, the original message is added as an attachment to the mailing list message, but that could interfere with inbox searching, or mobile clients.

On the other hand, replacing the From address might cause users to accidentally reply to the entire list, when they only intended to reply to the original sender.

LISTSERV

LISTSERV 16.0-2017a and higher will rewrite the From header for domains that enforce with a DMARC quarantine or reject policy.

Some additional steps are needed for Linux hosts.

API

A Python package for parsing DMARC reports

exception parsedmarc.InvalidAggregateReport

Raised when an invalid DMARC aggregate report is encountered

exception parsedmarc.InvalidDMARCReport

Raised when an invalid DMARC report is encountered

exception parsedmarc.InvalidForensicReport

Raised when an invalid DMARC forensic report is encountered

exception parsedmarc.ParserError

Raised whenever the parser fails for some reason

parsedmarc.email_results(results, host, mail_from, mail_to, mail_cc=None, mail_bcc=None, port=0, require_encryption=False, verify=True, username=None, password=None, subject=None, attachment_filename=None, message=None)

Emails parsing results as a zip file

Parameters:

• results (OrderedDict) – Parsing results

• host – Mail server hostname or IP address

• mail_from – The value of the message from header

• mail_to (list) – A list of addresses to mail to

• mail_cc (list) – A list of addresses to CC

• mail_bcc (list) – A list addresses to BCC

• port (int) – Port to use

• require_encryption (bool) – Require a secure connection from the start

• verify (bool) – verify the SSL/TLS certificate

• username (str) – An optional username

• password (str) – An optional password

• subject (str) – Overrides the default message subject

• attachment_filename (str) – Override the default attachment filename

• (str (message) – Override the default plain text body

parsedmarc.extract_xml(input_)

Extracts xml from a zip or gzip file at the given path, file-like object, or bytes.

Parameters:

input – A path to a file, a file like object, or bytes

Returns:

The extracted XML

Return type:

str

parsedmarc.get_dmarc_reports_from_inbox(connection=None, host=None, user=None, password=None, port=None, ssl=True, verify=True, timeout=30, max_retries=4, reports_folder='INBOX', archive_folder='Archive', delete=False, test=False, ip_db_path=None, offline=False, nameservers=None, dns_timeout=6.0, strip_attachment_payloads=False, results=None, batch_size=None)

Fetches and parses DMARC reports from an inbox

Parameters:

• connection – An IMAPClient connection to reuse

• host – The mail server hostname or IP address

• user – The mail server user

• password – The mail server password

• port – The mail server port

• ssl (bool) – Use SSL/TLS

• verify (bool) – Verify SSL/TLS certificate

• timeout (float) – IMAP timeout in seconds

• max_retries (int) – The maximum number of retries after a timeout

• reports_folder – The IMAP folder where reports can be found

• archive_folder – The folder to move processed mail to

• delete (bool) – Delete messages after processing them

• test (bool) – Do not move or delete messages after processing them

• ip_db_path (str) – Path to a MMDB file from MaxMind or DBIP

• offline (bool) – Do not query onfline for geolocation or DNS

• nameservers (list) – A list of DNS nameservers to query

• dns_timeout (float) – Set the DNS query timeout

• strip_attachment_payloads (bool) – Remove attachment payloads from

• results (dict) –

• results – Results from the previous run

• batch_size (int) – Number of messages to read and process before saving

Returns:

Lists of aggregate_reports and forensic_reports

Return type:

OrderedDict

parsedmarc.get_dmarc_reports_from_mbox(input_, nameservers=None, dns_timeout=2.0, strip_attachment_payloads=False, ip_db_path=None, offline=False, parallel=False)

Parses a mailbox in mbox format containing e-mails with attached DMARC reports

Parameters:

• input – A path to a mbox file

• nameservers (list) – A list of one or more nameservers to use

• default) ((Cloudflare's public DNS resolvers by) –

• dns_timeout (float) – Sets the DNS timeout in seconds

• strip_attachment_payloads (bool) – Remove attachment payloads from

• results (forensic report) –

• ip_db_path (str) – Path to a MMDB file from MaxMind or DBIP

• offline (bool) – Do not make online queries for geolocation or DNS

• parallel (bool) – Parallel processing

Returns:

Lists of aggregate_reports and forensic_reports

Return type:

OrderedDict

parsedmarc.get_imap_capabilities(server)

Returns a list of an IMAP server’s capabilities

Parameters:

server (imapclient.IMAPClient) – An instance of imapclient.IMAPClient

Returns (list): A list of capabilities

parsedmarc.get_report_zip(results)

Creates a zip file of parsed report output

Parameters:

results (OrderedDict) – The parsed results

Returns:

zip file bytes

Return type:

bytes

parsedmarc.parse_aggregate_report_file(_input, offline=False, ip_db_path=None, nameservers=None, dns_timeout=2.0, parallel=False, server=None)

Parses a file at the given path, a file-like object. or bytes as a aggregate DMARC report

Parameters:

• _input – A path to a file, a file like object, or bytes

• offline (bool) – Do not query online for geolocation or DNS

• ip_db_path (str) – Path to a MMDB file from MaxMind or DBIP

• nameservers (list) – A list of one or more nameservers to use

• default) ((Cloudflare's public DNS resolvers by) –

• dns_timeout (float) – Sets the DNS timeout in seconds

• parallel (bool) – Parallel processing

• server (IMAPClient) – Connection object

Returns:

The parsed DMARC aggregate report

Return type:

OrderedDict

parsedmarc.parse_aggregate_report_xml(xml, ip_db_path=None, offline=False, nameservers=None, timeout=2.0, parallel=False, server=None)

Parses a DMARC XML report string and returns a consistent OrderedDict

Parameters:

• xml (str) – A string of DMARC aggregate report XML

• ip_db_path (str) – Path to a MMDB file from MaxMind or DBIP

• offline (bool) – Do not query online for geolocation or DNS

• nameservers (list) – A list of one or more nameservers to use

• default) ((Cloudflare's public DNS resolvers by) –

• timeout (float) – Sets the DNS timeout in seconds

• parallel (bool) – Parallel processing

• server (IMAPClient) – Connection object

Returns:

The parsed aggregate DMARC report

Return type:

OrderedDict

parsedmarc.parse_forensic_report(feedback_report, sample, msg_date, offline=False, ip_db_path=None, nameservers=None, dns_timeout=2.0, strip_attachment_payloads=False, parallel=False)

Converts a DMARC forensic report and sample to a OrderedDict

Parameters:

• feedback_report (str) – A message’s feedback report as a string

• ip_db_path (str) – Path to a MMDB file from MaxMind or DBIP

• offline (bool) – Do not query online for geolocation or DNS

• sample (str) – The RFC 822 headers or RFC 822 message sample

• msg_date (str) – The message’s date header

• nameservers (list) – A list of one or more nameservers to use

• default) ((Cloudflare's public DNS resolvers by) –

• dns_timeout (float) – Sets the DNS timeout in seconds

• strip_attachment_payloads (bool) – Remove attachment payloads from

• results (forensic report) –

• parallel (bool) – Parallel processing

Returns:

A parsed report and sample

Return type:

OrderedDict

parsedmarc.parse_report_email(input_, offline=False, ip_db_path=None, nameservers=None, dns_timeout=2.0, strip_attachment_payloads=False, parallel=False, server=None)

Parses a DMARC report from an email

Parameters:

• input – An emailed DMARC report in RFC 822 format, as bytes or a string

• ip_db_path (str) – Path to a MMDB file from MaxMind or DBIP

• offline (bool) – Do not query online for geolocation on DNS

• nameservers (list) – A list of one or more nameservers to use

• dns_timeout (float) – Sets the DNS timeout in seconds

• strip_attachment_payloads (bool) – Remove attachment payloads from

• results (forensic report) –

• parallel (bool) – Parallel processing

• server (IMAPClient) – Connection object

Returns:

• report_type: aggregate or forensic

• report: The parsed report

Return type:

OrderedDict

parsedmarc.parse_report_file(input_, nameservers=None, dns_timeout=2.0, strip_attachment_payloads=False, ip_db_path=None, offline=False, parallel=False, server=None)

Parses a DMARC aggregate or forensic file at the given path, a file-like object. or bytes

Parameters:

• input – A path to a file, a file like object, or bytes

• nameservers (list) – A list of one or more nameservers to use

• default) ((Cloudflare's public DNS resolvers by) –

• dns_timeout (float) – Sets the DNS timeout in seconds

• strip_attachment_payloads (bool) – Remove attachment payloads from

• results (forensic report) –

• ip_db_path (str) – Path to a MMDB file from MaxMind or DBIP

• offline (bool) – Do not make online queries for geolocation or DNS

• parallel (bool) – Parallel processing

• server (IMAPClient) – Connection object

Returns:

The parsed DMARC report

Return type:

OrderedDict

parsedmarc.parsed_aggregate_reports_to_csv(reports)

Converts one or more parsed aggregate reports to flat CSV format, including headers

Parameters:

reports – A parsed aggregate report or list of parsed aggregate reports

Returns:

Parsed aggregate report data in flat CSV format, including headers

Return type:

str

parsedmarc.parsed_aggregate_reports_to_csv_rows(reports)

Converts one or more parsed aggregate reports to list of dicts in flat CSV format

Parameters:

reports – A parsed aggregate report or list of parsed aggregate reports

Returns:

Parsed aggregate report data as a list of dicts in flat CSV format

Return type:

list

parsedmarc.parsed_forensic_reports_to_csv(reports)

Converts one or more parsed forensic reports to flat CSV format, including headers

Parameters:

reports – A parsed forensic report or list of parsed forensic reports

Returns:

Parsed forensic report data in flat CSV format, including headers

Return type:

str

parsedmarc.parsed_forensic_reports_to_csv_rows(reports)

Converts one or more parsed forensic reports to a list of dicts in flat CSV format

Parameters:

reports – A parsed forensic report or list of parsed forensic reports

Returns:

Parsed forensic report data as a list of dicts in flat CSV format

Return type:

list

parsedmarc.save_output(results, output_directory='output', aggregate_json_filename='aggregate.json', forensic_json_filename='forensic.json', aggregate_csv_filename='aggregate.csv', forensic_csv_filename='forensic.csv')

Save report data in the given directory

Parameters:

• results (OrderedDict) – Parsing results

• output_directory (str) – The path to the directory to save in

• aggregate_json_filename (str) – Filename for the aggregate JSON file

• forensic_json_filename (str) – Filename for the forensic JSON file

• aggregate_csv_filename (str) – Filename for the aggregate CSV file

• forensic_csv_filename (str) – Filename for the forensic CSV file

parsedmarc.watch_inbox(host, username, password, callback, port=None, ssl=True, verify=True, reports_folder='INBOX', archive_folder='Archive', delete=False, test=False, idle_timeout=30, ip_db_path=None, offline=False, nameservers=None, dns_timeout=6.0, strip_attachment_payloads=False, batch_size=None)

Use an IDLE IMAP connection to parse incoming emails, and pass the results to a callback function :param host: The mail server hostname or IP address :param username: The mail server username :param password: The mail server password :param callback: The callback function to receive the parsing results :param port: The mail server port :param ssl: Use SSL/TLS :type ssl: bool :param verify: Verify the TLS/SSL certificate :type verify: bool :param reports_folder: The IMAP folder where reports can be found :param archive_folder: The folder to move processed mail to :param delete: Delete messages after processing them :type delete: bool :param test: Do not move or delete messages after processing them :type test: bool :param idle_timeout: Number of seconds to wait for a IMAP IDLE response :type idle_timeout: int :param ip_db_path: Path to a MMDB file from MaxMind or DBIP :type ip_db_path: str :param offline: Do not query online for geolocation or DNS :type offline: bool :param nameservers: A list of one or more nameservers to use :type nameservers: list :param (Cloudflare’s public DNS resolvers by default): :param dns_timeout: Set the DNS query timeout :type dns_timeout: float :param strip_attachment_payloads: Replace attachment payloads in :type strip_attachment_payloads: bool :param forensic report samples with None: :param batch_size: Number of messages to read and process before saving :type batch_size: int

parsedmarc.elastic

exception parsedmarc.elastic.AlreadySaved

Raised when a report to be saved matches an existing report

exception parsedmarc.elastic.ElasticsearchError

Raised when an Elasticsearch error occurs

parsedmarc.elastic.create_indexes(names, settings=None)

Create Elasticsearch indexes

Parameters:

• names (list) – A list of index names

• settings (dict) – Index settings

parsedmarc.elastic.migrate_indexes(aggregate_indexes=None, forensic_indexes=None)

Updates index mappings

Parameters:

• aggregate_indexes (list) – A list of aggregate index names

• forensic_indexes (list) – A list of forensic index names

parsedmarc.elastic.save_aggregate_report_to_elasticsearch(aggregate_report, index_suffix=None, monthly_indexes=False, number_of_shards=1, number_of_replicas=0)

Saves a parsed DMARC aggregate report to ElasticSearch

Parameters:

• aggregate_report (OrderedDict) – A parsed forensic report

• index_suffix (str) – The suffix of the name of the index to save to

• monthly_indexes (bool) – Use monthly indexes instead of daily indexes

• number_of_shards (int) – The number of shards to use in the index

• number_of_replicas (int) – The number of replicas to use in the index

Raises:

AlreadySaved –

parsedmarc.elastic.save_forensic_report_to_elasticsearch(forensic_report, index_suffix=None, monthly_indexes=False, number_of_shards=1, number_of_replicas=0)

Saves a parsed DMARC forensic report to ElasticSearch

Parameters:

• forensic_report (OrderedDict) – A parsed forensic report

• index_suffix (str) – The suffix of the name of the index to save to

• monthly_indexes (bool) – Use monthly indexes instead of daily indexes

• number_of_shards (int) – The number of shards to use in the index

• number_of_replicas (int) – The number of replicas to use in the index

Raises:

AlreadySaved –

parsedmarc.elastic.set_hosts(hosts, use_ssl=False, ssl_cert_path=None, username=None, password=None, timeout=60.0)

Sets the Elasticsearch hosts to use

Parameters:

• hosts (str) – A single hostname or URL, or list of hostnames or URLs

• use_ssl (bool) – Use a HTTPS connection to the server

• ssl_cert_path (str) – Path to the certificate chain

• username (str) – The username to use for authentication

• password (str) – The password to use for authentication

• timeout (float) – Timeout in seconds

parsedmarc.splunk

class parsedmarc.splunk.HECClient(url, access_token, index, source='parsedmarc', verify=True, timeout=60)

A client for a Splunk HTTP Events Collector (HEC)

save_aggregate_reports_to_splunk(aggregate_reports)

Saves aggregate DMARC reports to Splunk

Parameters:

• aggregate_reports – A list of aggregate report dictionaries

• Splunk (to save in) –

save_forensic_reports_to_splunk(forensic_reports)

Saves forensic DMARC reports to Splunk

Parameters:

• forensic_reports (list) – A list of forensic report dictionaries

• Splunk (to save in) –

exception parsedmarc.splunk.SplunkError

Raised when a Splunk API error occurs

parsedmarc.utils

Utility functions that might be useful for other projects

exception parsedmarc.utils.DownloadError

Rasied when an error occurs when downloading a file

exception parsedmarc.utils.EmailParserError

Raised when an error parsing the email occurs

parsedmarc.utils.convert_outlook_msg(msg_bytes)

Uses the msgconvert Perl utility to convert an Outlook MS file to standard RFC 822 format

Parameters:

msg_bytes (bytes) – the content of the .msg file

Returns:

A RFC 822 string

parsedmarc.utils.decode_base64(data)

Decodes a base64 string, with padding being optional

Parameters:

data – A base64 encoded string

Returns:

The decoded bytes

Return type:

bytes

parsedmarc.utils.get_base_domain(domain, use_fresh_psl=False)

Gets the base domain name for the given domain

Note

Results are based on a list of public domain suffixes at https://publicsuffix.org/list/public_suffix_list.dat.

Parameters:

• domain (str) – A domain or subdomain

• use_fresh_psl (bool) – Download a fresh Public Suffix List

Returns:

The base domain of the given domain

Return type:

str

parsedmarc.utils.get_filename_safe_string(string)

Converts a string to a string that is safe for a filename :param string: A string to make safe for a filename :type string: str

Returns:

A string safe for a filename

Return type:

str

parsedmarc.utils.get_ip_address_country(ip_address, db_path=None)

Returns the ISO code for the country associated with the given IPv4 or IPv6 address

Parameters:

• ip_address (str) – The IP address to query for

• db_path (str) – Path to a MMDB file from MaxMind or DBIP

Returns:

And ISO country code associated with the given IP address

Return type:

str

parsedmarc.utils.get_ip_address_info(ip_address, ip_db_path=None, cache=None, offline=False, nameservers=None, timeout=2.0, parallel=False)

Returns reverse DNS and country information for the given IP address

Parameters:

• ip_address (str) – The IP address to check

• ip_db_path (str) – path to a MMDB file from MaxMind or DBIP

• cache (ExpiringDict) – Cache storage

• offline (bool) – Do not make online queries for geolocation or DNS

• nameservers (list) – A list of one or more nameservers to use

• default) ((Cloudflare's public DNS resolvers by) –

• timeout (float) – Sets the DNS timeout in seconds

• parallel (bool) – parallel processing

Returns:

ip_address, reverse_dns

Return type:

OrderedDict

parsedmarc.utils.get_reverse_dns(ip_address, cache=None, nameservers=None, timeout=2.0)

Resolves an IP address to a hostname using a reverse DNS query

Parameters:

• ip_address (str) – The IP address to resolve

• cache (ExpiringDict) – Cache storage

• nameservers (list) – A list of one or more nameservers to use

• default) ((Cloudflare's public DNS resolvers by) –

• timeout (float) – Sets the DNS query timeout in seconds

Returns:

The reverse DNS hostname (if any)

Return type:

str

parsedmarc.utils.human_timestamp_to_datetime(human_timestamp, to_utc=False)

Converts a human-readable timestamp into a Python DateTime object

Parameters:

• human_timestamp (str) – A timestamp string

• to_utc (bool) – Convert the timestamp to UTC

Returns:

The converted timestamp

Return type:

DateTime

parsedmarc.utils.human_timestamp_to_timestamp(human_timestamp)

Converts a human-readable timestamp into a UNIX timestamp

Parameters:

human_timestamp (str) – A timestamp in YYYY-MM-DD HH:MM:SS` format

Returns:

The converted timestamp

Return type:

float

parsedmarc.utils.is_mbox(path)

Checks if the given content is a MBOX mailbox file

Parameters:

path – Content to check

Returns:

A flag the indicates if a file is a MBOX mailbox file

Return type:

bool

parsedmarc.utils.is_outlook_msg(content)

Checks if the given content is a Outlook msg OLE file

Parameters:

content – Content to check

Returns:

A flag the indicates if a file is a Outlook MSG file

Return type:

bool

parsedmarc.utils.parse_email(data, strip_attachment_payloads=False)

A simplified email parser

Parameters:

• data – The RFC 822 message string, or MSG binary

• strip_attachment_payloads (bool) – Remove attachment payloads

Returns (dict): Parsed email data

parsedmarc.utils.query_dns(domain, record_type, cache=None, nameservers=None, timeout=2.0)

Queries DNS

Parameters:

• domain (str) – The domain or subdomain to query about

• record_type (str) – The record type to query for

• cache (ExpiringDict) – Cache storage

• nameservers (list) – A list of one or more nameservers to use

• default) ((Cloudflare's public DNS resolvers by) –

• timeout (float) – Sets the DNS timeout in seconds

Returns:

A list of answers

Return type:

list

parsedmarc.utils.timestamp_to_datetime(timestamp)

Converts a UNIX/DMARC timestamp to a Python DateTime object

Parameters:

timestamp (int) – The timestamp

Returns:

The converted timestamp as a Python DateTime object

Return type:

DateTime

parsedmarc.utils.timestamp_to_human(timestamp)

Converts a UNIX/DMARC timestamp to a human-readable string

Parameters:

timestamp – The timestamp

Returns:

The converted timestamp in YYYY-MM-DD HH:MM:SS format

Return type:

str

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