A Python package and CLI for parsing aggregate and forensic DMARC reports
Project description
==========
parsedmarc
==========
|Build Status|
.. image:: https://raw.githubusercontent.com/domainaware/parsedmarc/master/docs/_static/screenshots/dmarc-summary-charts.png
:alt: A screenshot of DMARC summary charts in Kibana
:align: center
:scale: 50
:target: https://raw.githubusercontent.com/domainaware/parsedmarc/master/docs/_static/screenshots/dmarc-summary-charts.png
``parsedmarc`` is a Python module and CLI utility for parsing DMARC reports.
When used with Elasticsearch and Kibana, it works as a self-hosted open source
alternative to commercial DMARC report processing services such as Agari,
Dmarcian, and OnDMARC.
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, for use with premade Kibana
dashboards
Resources
=========
* `Demystifying DMARC`_
CLI help
========
::
usage: parsedmarc [-h] [-o OUTPUT] [-n NAMESERVERS [NAMESERVERS ...]]
[-t TIMEOUT] [-H HOST] [-u USER] [-p PASSWORD]
[-r REPORTS_FOLDER] [-a ARCHIVE_FOLDER] [-d]
[-E [ELASTICSEARCH_HOST [ELASTICSEARCH_HOST ...]]]
[--elasticsearch-index-prefix ELASTICSEARCH_INDEX_PREFIX]
[--elasticsearch-index-suffix ELASTICSEARCH_INDEX_SUFFIX]
[--hec HEC] [--hec-token HEC_TOKEN] [--hec-index HEC_INDEX]
[--hec-skip-certificate-verification] [--save-aggregate]
[--save-forensic] [-O OUTGOING_HOST] [-U OUTGOING_USER]
[-P OUTGOING_PASSWORD] [--outgoing-port OUTGOING_PORT]
[--outgoing-ssl OUTGOING_SSL] [-F OUTGOING_FROM]
[-T OUTGOING_TO [OUTGOING_TO ...]] [-S OUTGOING_SUBJECT]
[-A OUTGOING_ATTACHMENT] [-M OUTGOING_MESSAGE] [-w] [--test]
[-s] [--debug] [-v]
[file_path [file_path ...]]
Parses DMARC reports
positional arguments:
file_path one or more paths to aggregate or forensic report
files or emails
optional arguments:
-h, --help show this help message and exit
-o OUTPUT, --output OUTPUT
Write output files to the given directory
-n NAMESERVERS [NAMESERVERS ...], --nameservers NAMESERVERS [NAMESERVERS ...]
nameservers to query (Default is Cloudflare's)
-t TIMEOUT, --timeout TIMEOUT
number of seconds to wait for an answer from DNS
(default 2.0)
-H HOST, --host HOST IMAP hostname or IP address
-u USER, --user USER IMAP user
-p PASSWORD, --password PASSWORD
IMAP password
-r REPORTS_FOLDER, --reports-folder REPORTS_FOLDER
The IMAP folder containing the reports Default: INBOX
-a ARCHIVE_FOLDER, --archive-folder ARCHIVE_FOLDER
Specifies the IMAP folder to move messages to after
processing them Default: Archive
-d, --delete Delete the reports after processing them
-E [ELASTICSEARCH_HOST [ELASTICSEARCH_HOST ...]], --elasticsearch-host [ELASTICSEARCH_HOST [ELASTICSEARCH_HOST ...]]
A list of one or more Elasticsearch hostnames or URLs
to use (e.g. localhost:9200)
--elasticsearch-index-prefix ELASTICSEARCH_INDEX_PREFIX
Prefix to add in front of the dmarc_aggregate and
dmarc_forensic Elasticsearch index names, joined by _
--elasticsearch-index-suffix ELASTICSEARCH_INDEX_SUFFIX
Append this suffix to the dmarc_aggregate and
dmarc_forensic Elasticsearch index names, joined by _
--hec HEC URL to a Splunk HTTP Event Collector (HEC)
--hec-token HEC_TOKEN
The authorization token for a Splunk HTTP Event
Collector (HEC)
--hec-index HEC_INDEX
The index to use when sending events to the Splunk
HTTP Event Collector (HEC)
--hec-skip-certificate-verification
Skip certificate verification for Splunk HEC
--save-aggregate Save aggregate reports to search indexes
--save-forensic Save forensic reports to search indexes
-O OUTGOING_HOST, --outgoing-host OUTGOING_HOST
Email the results using this host
-U OUTGOING_USER, --outgoing-user OUTGOING_USER
Email the results using this user
-P OUTGOING_PASSWORD, --outgoing-password OUTGOING_PASSWORD
Email the results using this password
--outgoing-port OUTGOING_PORT
Email the results using this port
--outgoing-ssl OUTGOING_SSL
Use SSL/TLS instead of STARTTLS (more secure, and
required by some providers, like Gmail)
-F OUTGOING_FROM, --outgoing-from OUTGOING_FROM
Email the results using this from address
-T OUTGOING_TO [OUTGOING_TO ...], --outgoing-to OUTGOING_TO [OUTGOING_TO ...]
Email the results to these addresses
-S OUTGOING_SUBJECT, --outgoing-subject OUTGOING_SUBJECT
Email the results using this subject
-A OUTGOING_ATTACHMENT, --outgoing-attachment OUTGOING_ATTACHMENT
Email the results using this filename
-M OUTGOING_MESSAGE, --outgoing-message OUTGOING_MESSAGE
Email the results using this message
-w, --watch Use an IMAP IDLE connection to process reports as they
arrive in the inbox
--test Do not move or delete IMAP messages
-s, --silent Only print errors
--debug Print debugging information
-v, --version show program's version number and exit
SPF and DMARC record validation
===============================
If you are looking for SPF and DMARC record validation and parsing,
check out the sister project, `checkdmarc <https://domainaware.github.io/checkdmarc/>`_.
Sample aggregate report output
==============================
Here are the results from parsing the `example <https://dmarc.org/wiki/FAQ#I_need_to_implement_aggregate_reports.2C_what_do_they_look_like.3F>`_
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 <https://tools.ietf.org/html/rfc7489#appendix-C>`_.
This draft schema is still in wide use.
``parsedmarc`` produces consistent, normalized output, regardless of the report
schema.
JSON
----
.. code-block:: 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,disposition,dkim_alignment,spf_alignment,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,none,fail,pass,,,example.com,example.com,,example.com,none,fail,example.com,mfrom,pass
Sample forensic report output
=============================
I don't have a sample I can share for privacy reasons. If you have a sample
forensic report that you can share publicly, please contact me!
Installation
============
``parsedmarc`` works with Python 2 or 3, but Python 3 is preferred.
On Debian or Ubuntu systems, run:
.. code-block:: bash
$ sudo apt-get install python3-pip
Python 3 installers for Windows and macOS can be found at
https://www.python.org/downloads/
To install or upgrade to the latest stable release of ``parsedmarc`` on
macOS or Linux, run
.. code-block:: bash
$ sudo -H pip3 install -U parsedmarc
Or, install the latest development release directly from GitHub:
.. code-block:: bash
$ 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, simply
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 version of pypy3`_. Extract it to
``/opt/pypy3`` (``sudo mkdir /opt`` if ``/opt`` does not exist), then create a
symlink:
.. code-block:: bash
$ sudo ln -s /opt/pypy3/bin/pypy3 /usr/local/bin/pypy3
Install ``virtualenv`` on your system:
.. code-block:: bash
$ sudo apt-get install python3-pip
$ sudo -H pip3 install -U virtualenv
Uninstall any instance of ``parsedmarc`` that you may have installed globally
.. code-block:: bash
$ sudo -H pip3 uninstall -y parsedmarc
Next, create a ``pypy3`` virtualenv for parsedmarc
.. code-block:: bash
$ 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:
.. code-block:: bash
$ sudo -H /opt/venvs/parsedmarc/bin/pip3 install -U parsedmarc
Or, install the latest development release directly from GitHub:
.. code-block:: bash
$ 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:
.. code-block:: bash
$ sudo apt-get install libemail-outlook-message-perl
DNS performance
---------------
You can often improve performance by providing one or more local nameservers
to the CLI or function calls, as long as those nameservers return the same
records as the public DNS.
.. note::
If you do not specify any nameservers, Cloudflare's public nameservers are
used by default, **not the system's default nameservers**.
This is done to avoid a situation where records in a local nameserver do
not match records in the public DNS.
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 tgs in your DMARC record, separated by commas.
Documentation
=============
https://domainaware.github.io/parsedmarc
Bug reports
===========
Please report bugs on the GitHub issue tracker
https://github.com/domainaware/parsedmarc/issues
.. |Build Status| image:: https://travis-ci.org/domainaware/parsedmarc.svg?branch=master
:target: https://travis-ci.org/domainaware/parsedmarc
.. _Demystifying DMARC: https://seanthegeek.net/459/demystifying-dmarc/
.. _download the latest version of pypy3: https://pypy.org/download.html#default-with-a-jit-compiler
parsedmarc
==========
|Build Status|
.. image:: https://raw.githubusercontent.com/domainaware/parsedmarc/master/docs/_static/screenshots/dmarc-summary-charts.png
:alt: A screenshot of DMARC summary charts in Kibana
:align: center
:scale: 50
:target: https://raw.githubusercontent.com/domainaware/parsedmarc/master/docs/_static/screenshots/dmarc-summary-charts.png
``parsedmarc`` is a Python module and CLI utility for parsing DMARC reports.
When used with Elasticsearch and Kibana, it works as a self-hosted open source
alternative to commercial DMARC report processing services such as Agari,
Dmarcian, and OnDMARC.
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, for use with premade Kibana
dashboards
Resources
=========
* `Demystifying DMARC`_
CLI help
========
::
usage: parsedmarc [-h] [-o OUTPUT] [-n NAMESERVERS [NAMESERVERS ...]]
[-t TIMEOUT] [-H HOST] [-u USER] [-p PASSWORD]
[-r REPORTS_FOLDER] [-a ARCHIVE_FOLDER] [-d]
[-E [ELASTICSEARCH_HOST [ELASTICSEARCH_HOST ...]]]
[--elasticsearch-index-prefix ELASTICSEARCH_INDEX_PREFIX]
[--elasticsearch-index-suffix ELASTICSEARCH_INDEX_SUFFIX]
[--hec HEC] [--hec-token HEC_TOKEN] [--hec-index HEC_INDEX]
[--hec-skip-certificate-verification] [--save-aggregate]
[--save-forensic] [-O OUTGOING_HOST] [-U OUTGOING_USER]
[-P OUTGOING_PASSWORD] [--outgoing-port OUTGOING_PORT]
[--outgoing-ssl OUTGOING_SSL] [-F OUTGOING_FROM]
[-T OUTGOING_TO [OUTGOING_TO ...]] [-S OUTGOING_SUBJECT]
[-A OUTGOING_ATTACHMENT] [-M OUTGOING_MESSAGE] [-w] [--test]
[-s] [--debug] [-v]
[file_path [file_path ...]]
Parses DMARC reports
positional arguments:
file_path one or more paths to aggregate or forensic report
files or emails
optional arguments:
-h, --help show this help message and exit
-o OUTPUT, --output OUTPUT
Write output files to the given directory
-n NAMESERVERS [NAMESERVERS ...], --nameservers NAMESERVERS [NAMESERVERS ...]
nameservers to query (Default is Cloudflare's)
-t TIMEOUT, --timeout TIMEOUT
number of seconds to wait for an answer from DNS
(default 2.0)
-H HOST, --host HOST IMAP hostname or IP address
-u USER, --user USER IMAP user
-p PASSWORD, --password PASSWORD
IMAP password
-r REPORTS_FOLDER, --reports-folder REPORTS_FOLDER
The IMAP folder containing the reports Default: INBOX
-a ARCHIVE_FOLDER, --archive-folder ARCHIVE_FOLDER
Specifies the IMAP folder to move messages to after
processing them Default: Archive
-d, --delete Delete the reports after processing them
-E [ELASTICSEARCH_HOST [ELASTICSEARCH_HOST ...]], --elasticsearch-host [ELASTICSEARCH_HOST [ELASTICSEARCH_HOST ...]]
A list of one or more Elasticsearch hostnames or URLs
to use (e.g. localhost:9200)
--elasticsearch-index-prefix ELASTICSEARCH_INDEX_PREFIX
Prefix to add in front of the dmarc_aggregate and
dmarc_forensic Elasticsearch index names, joined by _
--elasticsearch-index-suffix ELASTICSEARCH_INDEX_SUFFIX
Append this suffix to the dmarc_aggregate and
dmarc_forensic Elasticsearch index names, joined by _
--hec HEC URL to a Splunk HTTP Event Collector (HEC)
--hec-token HEC_TOKEN
The authorization token for a Splunk HTTP Event
Collector (HEC)
--hec-index HEC_INDEX
The index to use when sending events to the Splunk
HTTP Event Collector (HEC)
--hec-skip-certificate-verification
Skip certificate verification for Splunk HEC
--save-aggregate Save aggregate reports to search indexes
--save-forensic Save forensic reports to search indexes
-O OUTGOING_HOST, --outgoing-host OUTGOING_HOST
Email the results using this host
-U OUTGOING_USER, --outgoing-user OUTGOING_USER
Email the results using this user
-P OUTGOING_PASSWORD, --outgoing-password OUTGOING_PASSWORD
Email the results using this password
--outgoing-port OUTGOING_PORT
Email the results using this port
--outgoing-ssl OUTGOING_SSL
Use SSL/TLS instead of STARTTLS (more secure, and
required by some providers, like Gmail)
-F OUTGOING_FROM, --outgoing-from OUTGOING_FROM
Email the results using this from address
-T OUTGOING_TO [OUTGOING_TO ...], --outgoing-to OUTGOING_TO [OUTGOING_TO ...]
Email the results to these addresses
-S OUTGOING_SUBJECT, --outgoing-subject OUTGOING_SUBJECT
Email the results using this subject
-A OUTGOING_ATTACHMENT, --outgoing-attachment OUTGOING_ATTACHMENT
Email the results using this filename
-M OUTGOING_MESSAGE, --outgoing-message OUTGOING_MESSAGE
Email the results using this message
-w, --watch Use an IMAP IDLE connection to process reports as they
arrive in the inbox
--test Do not move or delete IMAP messages
-s, --silent Only print errors
--debug Print debugging information
-v, --version show program's version number and exit
SPF and DMARC record validation
===============================
If you are looking for SPF and DMARC record validation and parsing,
check out the sister project, `checkdmarc <https://domainaware.github.io/checkdmarc/>`_.
Sample aggregate report output
==============================
Here are the results from parsing the `example <https://dmarc.org/wiki/FAQ#I_need_to_implement_aggregate_reports.2C_what_do_they_look_like.3F>`_
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 <https://tools.ietf.org/html/rfc7489#appendix-C>`_.
This draft schema is still in wide use.
``parsedmarc`` produces consistent, normalized output, regardless of the report
schema.
JSON
----
.. code-block:: 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,disposition,dkim_alignment,spf_alignment,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,none,fail,pass,,,example.com,example.com,,example.com,none,fail,example.com,mfrom,pass
Sample forensic report output
=============================
I don't have a sample I can share for privacy reasons. If you have a sample
forensic report that you can share publicly, please contact me!
Installation
============
``parsedmarc`` works with Python 2 or 3, but Python 3 is preferred.
On Debian or Ubuntu systems, run:
.. code-block:: bash
$ sudo apt-get install python3-pip
Python 3 installers for Windows and macOS can be found at
https://www.python.org/downloads/
To install or upgrade to the latest stable release of ``parsedmarc`` on
macOS or Linux, run
.. code-block:: bash
$ sudo -H pip3 install -U parsedmarc
Or, install the latest development release directly from GitHub:
.. code-block:: bash
$ 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, simply
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 version of pypy3`_. Extract it to
``/opt/pypy3`` (``sudo mkdir /opt`` if ``/opt`` does not exist), then create a
symlink:
.. code-block:: bash
$ sudo ln -s /opt/pypy3/bin/pypy3 /usr/local/bin/pypy3
Install ``virtualenv`` on your system:
.. code-block:: bash
$ sudo apt-get install python3-pip
$ sudo -H pip3 install -U virtualenv
Uninstall any instance of ``parsedmarc`` that you may have installed globally
.. code-block:: bash
$ sudo -H pip3 uninstall -y parsedmarc
Next, create a ``pypy3`` virtualenv for parsedmarc
.. code-block:: bash
$ 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:
.. code-block:: bash
$ sudo -H /opt/venvs/parsedmarc/bin/pip3 install -U parsedmarc
Or, install the latest development release directly from GitHub:
.. code-block:: bash
$ 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:
.. code-block:: bash
$ sudo apt-get install libemail-outlook-message-perl
DNS performance
---------------
You can often improve performance by providing one or more local nameservers
to the CLI or function calls, as long as those nameservers return the same
records as the public DNS.
.. note::
If you do not specify any nameservers, Cloudflare's public nameservers are
used by default, **not the system's default nameservers**.
This is done to avoid a situation where records in a local nameserver do
not match records in the public DNS.
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 tgs in your DMARC record, separated by commas.
Documentation
=============
https://domainaware.github.io/parsedmarc
Bug reports
===========
Please report bugs on the GitHub issue tracker
https://github.com/domainaware/parsedmarc/issues
.. |Build Status| image:: https://travis-ci.org/domainaware/parsedmarc.svg?branch=master
:target: https://travis-ci.org/domainaware/parsedmarc
.. _Demystifying DMARC: https://seanthegeek.net/459/demystifying-dmarc/
.. _download the latest version of pypy3: https://pypy.org/download.html#default-with-a-jit-compiler
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