Sean Whalen a3d8651b74 Skip caching weak-fallback IP attributions
get_reverse_dns() swallows every DNSException as None, so a transient
PTR lookup failure (timeout, SERVFAIL, socket error) is
indistinguishable from a genuine no-PTR case. When that lands on the
raw-as_name fallback branch (no map match for the ASN domain either),
the weak result was getting cached in the 4-hour IP-info cache —
locking in the misattribution even after the PTR became resolvable.

Observed in the wild: 91.244.70.212 has PTR customer.evolus-ix.com
(which the map correctly classifies as Evolus IX, ISP), but the
user's dataset showed it with source_name = raw as_name and
source_type = null — the signature of a transient PTR lookup
failure that then got cached.

Fix: skip the cache write when the row is in that specific
weak-fallback state (reverse_dns=None AND type=None AND
name=as_name). PTR-backed matches and ASN-domain matches are stable
attributions and continue to be cached as before.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-23 17:00:55 -04:00
2026-04-19 21:20:41 -04:00
2024-12-25 16:09:43 -05:00
2025-06-10 19:05:06 -04:00
2026-04-19 21:20:41 -04:00
2025-12-12 15:56:52 -05:00
2026-03-09 18:16:47 -04:00
2026-03-23 17:08:26 -04:00
2018-02-05 20:23:07 -05:00
2022-10-04 18:45:57 -04:00
2026-03-09 18:24:16 -04:00

parsedmarc

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A screenshot of DMARC summary charts in Kibana

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.

Note

Domain-based Message Authentication, Reporting, and Conformance (DMARC) is an email authentication protocol.

Sponsors

This is a project is maintained by one developer. Please consider sponsoring my work if you or your organization benefit from it.

Features

  • Parses draft and 1.0 standard aggregate/rua DMARC reports
  • Parses forensic/failure/ruf DMARC reports
  • Parses reports from SMTP TLS Reporting
  • Can parse reports from an inbox over IMAP, Microsoft Graph, or Gmail API
  • 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, Opensearch, and/or Splunk, for use with premade dashboards
  • Optionally send reports to Apache Kafka

Python Compatibility

This project supports the following Python versions, which are either actively maintained or are the default versions for RHEL or Debian.

Version Supported Reason
< 3.6 End of Life (EOL)
3.6 Used in RHEL 8, but not supported by project dependencies
3.7 End of Life (EOL)
3.8 End of Life (EOL)
3.9 Used in Debian 11 and RHEL 9, but not supported by project dependencies
3.10 Actively maintained
3.11 Actively maintained; supported until June 2028 (Debian 12)
3.12 Actively maintained; supported until May 2035 (RHEL 10)
3.13 Actively maintained; supported until June 2030 (Debian 13)
3.14 Supported (requires imapclient>=3.1.0)
S
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