Add comprehensive TypedDicts to minimize Any usage in public APIs

Co-authored-by: seanthegeek <44679+seanthegeek@users.noreply.github.com>
Fix Python 3.9 compatibility: replace pipe union syntax with Union/Optional
2026-02-18 07:26:25 +00:00 · 2025-12-17 22:28:19 +00:00 · 2025-12-17 22:18:57 +00:00 · 2025-12-17 21:45:21 +00:00 · 2025-12-17 21:42:25 +00:00 · 2025-12-17 21:36:57 +00:00
36 changed files with 1620 additions and 1029 deletions
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -24,11 +24,11 @@ jobs:

    steps:
      - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v5

      - name: Docker meta
        id: meta
-        uses: docker/metadata-action@v3
+        uses: docker/metadata-action@v5
        with:
          images: |
            ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
@@ -40,16 +40,14 @@ jobs:
            type=semver,pattern={{major}}.{{minor}}

      - name: Log in to the Container registry
-        # https://github.com/docker/login-action/releases/tag/v2.0.0
-        uses: docker/login-action@49ed152c8eca782a232dede0303416e8f356c37b
+        uses: docker/login-action@v3
        with:
          registry: ${{ env.REGISTRY }}
          username: ${{ github.actor }}
          password: ${{ secrets.GITHUB_TOKEN }}

      - name: Build and push Docker image
-        # https://github.com/docker/build-push-action/releases/tag/v3.0.0
-        uses: docker/build-push-action@e551b19e49efd4e98792db7592c17c09b89db8d8
+        uses: docker/build-push-action@v6
        with:
          context: .
          push: ${{ github.event_name == 'release' }}
--- a/.github/workflows/python-tests.yml
+++ b/.github/workflows/python-tests.yml
@@ -15,7 +15,7 @@ jobs:

    services:
      elasticsearch:
-        image: elasticsearch:8.18.2
+        image: elasticsearch:8.19.7
        env:
          discovery.type: single-node
          cluster.name: parsedmarc-cluster
@@ -33,15 +33,15 @@ jobs:
        python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"]

    steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@v5
    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
      with:
        python-version: ${{ matrix.python-version }}
    - name: Install system dependencies
      run: |
-        sudo apt-get update
-        sudo apt-get install -y libemail-outlook-message-perl
+        sudo apt-get -q update
+        sudo apt-get -qy install libemail-outlook-message-perl
    - name: Install Python dependencies
      run: |
        python -m pip install --upgrade pip
@@ -65,6 +65,6 @@ jobs:
      run: |
        hatch build
    - name: Upload coverage to Codecov
-      uses: codecov/codecov-action@v4
+      uses: codecov/codecov-action@v5
      with:
          token: ${{ secrets.CODECOV_TOKEN }}
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -19,20 +19,11 @@
      "console": "integratedTerminal"
    },
    {
-      "name": "sample.eml",
+      "name": "sample",
      "type": "debugpy",
      "request": "launch",
      "module": "parsedmarc.cli",
-      "args": ["samples/private/sample.eml"]
-    },
-    {
-      "name": "find_sus_domains.py",
-      "type": "debugpy",
-      "request": "launch",
-      "program": "find_sus_domains.py",
-      "args": ["-i", "unknown_domains.txt", "-o", "sus_domains.csv"],
-      "cwd": "${workspaceFolder}/parsedmarc/resources/maps",
-      "console": "integratedTerminal"
+      "args": ["samples/private/sample"]
    },
    {
      "name": "sortlists.py",
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,4 +1,14 @@
 {
+  "[python]": {
+    "editor.defaultFormatter": "charliermarsh.ruff",
+    "editor.formatOnSave": true,
+
+    // Let Ruff handle lint fixes + import sorting on save
+    "editor.codeActionsOnSave": {
+      "source.fixAll.ruff": "explicit",
+      "source.organizeImports.ruff": "explicit"
+    }
+  },
    "markdownlint.config": {
        "MD024": false
    },
@@ -36,6 +46,7 @@
        "exampleuser",
        "expiringdict",
        "fieldlist",
+        "GELF",
        "genindex",
        "geoip",
        "geoipupdate",
@@ -65,17 +76,20 @@
        "mailrelay",
        "mailsuite",
        "maxdepth",
+        "MAXHEADERS",
        "maxmind",
        "mbox",
        "mfrom",
        "michaeldavie",
        "mikesiegel",
+        "Mimecast",
        "mitigations",
        "MMDB",
        "modindex",
        "msgconvert",
        "msgraph",
        "MSSP",
+        "multiprocess",
        "Munge",
        "ndjson",
        "newkey",
@@ -86,6 +100,7 @@
        "nosniff",
        "nwettbewerb",
        "opensearch",
+        "opensearchpy",
        "parsedmarc",
        "passsword",
        "Postorius",
@@ -123,6 +138,7 @@
        "truststore",
        "Übersicht",
        "uids",
+        "Uncategorized",
        "unparasable",
        "uper",
        "urllib",
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
--- a/README.md
+++ b/README.md
@@ -23,11 +23,10 @@ ProofPoint Email Fraud Defense, and Valimail.

 ## Help Wanted

-This project is maintained by one developer. Please consider
-reviewing the open
-[issues](https://github.com/domainaware/parsedmarc/issues) to see how
-you can contribute code, documentation, or user support. Assistance on
-the pinned issues would be particularly helpful.
+This project is maintained by one developer. Please consider reviewing the open
+[issues](https://github.com/domainaware/parsedmarc/issues) to see how you can
+contribute code, documentation, or user support. Assistance on the pinned
+issues would be particularly helpful.

 Thanks to all
 [contributors](https://github.com/domainaware/parsedmarc/graphs/contributors)!
@@ -42,6 +41,24 @@ Thanks to all
 - 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 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     | ✅         | Supported until August 2026 (Debian 11); May 2032 (RHEL 9) |
+| 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    | ❌         | Not currently supported due to Not currently supported due to [this imapclient bug](https://github.com/mjs/imapclient/issues/618)|
--- a/build.sh
+++ b/build.sh
@@ -9,12 +9,11 @@ fi
 . venv/bin/activate
 pip install .[build]
 ruff format .
-ruff check .
 cd docs
 make clean 
 make html
 touch build/html/.nojekyll
-if [  -d "./../parsedmarc-docs" ]; then
+if [  -d "../../parsedmarc-docs" ]; then
  cp -rf build/html/* ../../parsedmarc-docs/
 fi
 cd ..
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,8 +1,6 @@
-version: '3.7'
-
 services:
  elasticsearch:
-    image: docker.elastic.co/elasticsearch/elasticsearch:8.3.1
+    image: docker.elastic.co/elasticsearch/elasticsearch:8.19.7
    environment:
      - network.host=127.0.0.1
      - http.host=0.0.0.0
@@ -14,7 +12,7 @@ services:
      - xpack.security.enabled=false
      - xpack.license.self_generated.type=basic
    ports:
-      - 127.0.0.1:9200:9200
+      - "127.0.0.1:9200:9200"
    ulimits:
      memlock:
        soft: -1
@@ -30,7 +28,7 @@ services:
      retries: 24

  opensearch:
-    image: opensearchproject/opensearch:2.18.0
+    image: opensearchproject/opensearch:2
    environment:
      - network.host=127.0.0.1
      - http.host=0.0.0.0
@@ -41,7 +39,7 @@ services:
      - bootstrap.memory_lock=true
      - OPENSEARCH_INITIAL_ADMIN_PASSWORD=${OPENSEARCH_INITIAL_ADMIN_PASSWORD}
    ports:
-      - 127.0.0.1:9201:9200
+      - "127.0.0.1:9201:9200"
    ulimits:
      memlock:
        soft: -1
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -20,7 +20,7 @@ from parsedmarc import __version__
 # -- Project information -----------------------------------------------------

 project = "parsedmarc"
-copyright = "2018 - 2023, Sean Whalen and contributors"
+copyright = "2018 - 2025, Sean Whalen and contributors"
 author = "Sean Whalen and contributors"

 # The version info for the project you're documenting, acts as replacement for
--- a/docs/source/index.md
+++ b/docs/source/index.md
@@ -45,6 +45,24 @@ and Valimail.
    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     | ✅         | Supported until August 2026 (Debian 11); May 2032 (RHEL 9) |
+| 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    | ❌         | Not currently supported due to [this imapclient bug](https://github.com/mjs/imapclient/issues/618)|
+
 ```{toctree}
 :caption: 'Contents'
 :maxdepth: 2
--- a/docs/source/installation.md
+++ b/docs/source/installation.md
@@ -199,7 +199,7 @@ sudo apt-get install libemail-outlook-message-perl
 [geoipupdate releases page on github]: https://github.com/maxmind/geoipupdate/releases
 [ip to country lite database]: https://db-ip.com/db/download/ip-to-country-lite
 [license keys]: https://www.maxmind.com/en/accounts/current/license-key
-[maxmind geoipupdate page]: https://dev.maxmind.com/geoip/geoipupdate/
+[maxmind geoipupdate page]: https://dev.maxmind.com/geoip/updating-databases/
 [maxmind geolite2 country database]: https://dev.maxmind.com/geoip/geolite2-free-geolocation-data
 [registering for a free geolite2 account]: https://www.maxmind.com/en/geolite2/signup
 [to comply with various privacy regulations]: https://blog.maxmind.com/2019/12/18/significant-changes-to-accessing-and-using-geolite2-databases/
--- a/docs/source/output.md
+++ b/docs/source/output.md
@@ -23,6 +23,8 @@ of the report schema.
    "report_id": "9391651994964116463",
    "begin_date": "2012-04-27 20:00:00",
    "end_date": "2012-04-28 19:59:59",
+    "timespan_requires_normalization": false,
+    "original_timespan_seconds": 86399,
    "errors": []
  },
  "policy_published": {
@@ -39,8 +41,10 @@ of the report schema.
      "source": {
        "ip_address": "72.150.241.94",
        "country": "US",
-        "reverse_dns": "adsl-72-150-241-94.shv.bellsouth.net",
-        "base_domain": "bellsouth.net"
+        "reverse_dns": null,
+        "base_domain": null,
+        "name": null,
+        "type": null
      },
      "count": 2,
      "alignment": {
@@ -74,7 +78,10 @@ of the report schema.
            "result": "pass"
          }
        ]
-      }
+      },
+      "normalized_timespan": false,
+      "interval_begin": "2012-04-28 00:00:00",
+      "interval_end": "2012-04-28 23:59:59"
    }
  ]
 }
@@ -83,8 +90,10 @@ of the report schema.
 ### CSV aggregate report

 ```text
-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
+xml_schema,org_name,org_email,org_extra_contact_info,report_id,begin_date,end_date,normalized_timespan,errors,domain,adkim,aspf,p,sp,pct,fo,source_ip_address,source_country,source_reverse_dns,source_base_domain,source_name,source_type,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,9391651994964116463,2012-04-28 00:00:00,2012-04-28 23:59:59,False,,example.com,r,r,none,none,100,0,72.150.241.94,US,,,,,2,True,False,True,none,,,example.com,example.com,,example.com,none,fail,example.com,mfrom,pass
+draft,acme.com,noreply-dmarc-support@acme.com,http://acme.com/dmarc/support,9391651994964116463,2012-04-28 00:00:00,2012-04-28 23:59:59,False,,example.com,r,r,none,none,100,0,72.150.241.94,US,,,,,2,True,False,True,none,,,example.com,example.com,,example.com,none,fail,example.com,mfrom,pass
+
 ```

 ## Sample forensic report output
--- a/docs/source/usage.md
+++ b/docs/source/usage.md
@@ -4,47 +4,50 @@

 ```text
 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 ...]
+                  [--aggregate-json-filename AGGREGATE_JSON_FILENAME] [--forensic-json-filename FORENSIC_JSON_FILENAME]
+                  [--smtp-tls-json-filename SMTP_TLS_JSON_FILENAME] [--aggregate-csv-filename AGGREGATE_CSV_FILENAME]
+                  [--forensic-csv-filename FORENSIC_CSV_FILENAME] [--smtp-tls-csv-filename SMTP_TLS_CSV_FILENAME]
+                  [-n NAMESERVERS [NAMESERVERS ...]] [-t DNS_TIMEOUT] [--offline] [-s] [-w] [--verbose] [--debug]
+                  [--log-file LOG_FILE] [--no-prettify-json] [-v]
+                  [file_path ...]

- Parses DMARC reports
+Parses DMARC reports

- positional arguments:
-   file_path             one or more paths to aggregate or forensic report
-                         files, emails, or mbox files'
+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
+options:
+  -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
+  --smtp-tls-json-filename SMTP_TLS_JSON_FILENAME
+                        filename for the SMTP TLS 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
+  --smtp-tls-csv-filename SMTP_TLS_CSV_FILENAME
+                        filename for the SMTP TLS 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
+  -w, --warnings        print warnings in addition to errors
+  --verbose             more verbose output
+  --debug               print debugging information
+  --log-file LOG_FILE   output logging to a file
+  --no-prettify-json    output JSON in a single line without indentation
+  -v, --version         show program's version number and exit
 ```

 :::{note}
@@ -169,7 +172,7 @@ The full set of configuration options are:
      IDLE response or the number of seconds until the next
      mail check (Default: `30`)
  - `since` - str: Search for messages since certain time. (Examples: `5m|3h|2d|1w`) 
-      Acceptable units - {"m":"minutes", "h":"hours", "d":"days", "w":"weeks"}). 
+      Acceptable units - {"m":"minutes", "h":"hours", "d":"days", "w":"weeks"}. 
      Defaults to `1d` if incorrect value is provided.
 - `imap`
  - `host` - str: The IMAP server hostname or IP address
@@ -254,7 +257,7 @@ The full set of configuration options are:
    :::
  - `user` - str: Basic auth username
  - `password` - str: Basic auth password
-  - `apiKey` - str: API key
+  - `api_key` - str: API key
  - `ssl` - bool: Use an encrypted SSL/TLS connection
    (Default: `True`)
  - `timeout` - float: Timeout in seconds (Default: 60)
@@ -277,7 +280,7 @@ The full set of configuration options are:
    :::
  - `user` - str: Basic auth username
  - `password` - str: Basic auth password
-  - `apiKey` - str: API key
+  - `api_key` - str: API key
  - `ssl` - bool: Use an encrypted SSL/TLS connection
    (Default: `True`)
  - `timeout` - float: Timeout in seconds (Default: 60)
--- a/kibana/export.ndjson
+++ b/kibana/export.ndjson
--- a/parsedmarc/init.py
+++ b/parsedmarc/init.py
--- a/parsedmarc/cli.py
+++ b/parsedmarc/cli.py
@@ -10,7 +10,6 @@ from glob import glob
 import logging
 import math
 import yaml
-from collections import OrderedDict
 import json
 from ssl import CERT_NONE, create_default_context
 from multiprocessing import Pipe, Process
@@ -77,6 +76,7 @@ def cli_parse(
    always_use_local_files,
    reverse_dns_map_path,
    reverse_dns_map_url,
+    normalize_timespan_threshold_hours,
    conn,
 ):
    """Separated this function for multiprocessing"""
@@ -91,6 +91,7 @@ def cli_parse(
            nameservers=nameservers,
            dns_timeout=dns_timeout,
            strip_attachment_payloads=sa,
+            normalize_timespan_threshold_hours=normalize_timespan_threshold_hours,
        )
        conn.send([file_results, file_path])
    except ParserError as error:
@@ -591,7 +592,7 @@ def _main():
        elasticsearch_monthly_indexes=False,
        elasticsearch_username=None,
        elasticsearch_password=None,
-        elasticsearch_apiKey=None,
+        elasticsearch_api_key=None,
        opensearch_hosts=None,
        opensearch_timeout=60,
        opensearch_number_of_shards=1,
@@ -603,7 +604,7 @@ def _main():
        opensearch_monthly_indexes=False,
        opensearch_username=None,
        opensearch_password=None,
-        opensearch_apiKey=None,
+        opensearch_api_key=None,
        kafka_hosts=None,
        kafka_username=None,
        kafka_password=None,
@@ -659,6 +660,7 @@ def _main():
        webhook_forensic_url=None,
        webhook_smtp_tls_url=None,
        webhook_timeout=60,
+        normalize_timespan_threshold_hours=24.0,
    )
    args = arg_parser.parse_args()

@@ -674,8 +676,11 @@ def _main():
        if "general" in config.sections():
            general_config = config["general"]
            if "silent" in general_config:
-                if general_config["silent"].lower() == "false":
-                    opts.silent = False
+                opts.silent = general_config.getboolean("silent")
+            if "normalize_timespan_threshold_hours" in general_config:
+                opts.normalize_timespan_threshold_hours = general_config.getfloat(
+                    "normalize_timespan_threshold_hours"
+                )
            if "index_prefix_domain_map" in general_config:
                with open(general_config["index_prefix_domain_map"]) as f:
                    index_prefix_domain_map = yaml.safe_load(f)
@@ -723,11 +728,11 @@ def _main():
                    )
                    exit(-1)
            if "save_aggregate" in general_config:
-                opts.save_aggregate = general_config["save_aggregate"]
+                opts.save_aggregate = general_config.getboolean("save_aggregate")
            if "save_forensic" in general_config:
-                opts.save_forensic = general_config["save_forensic"]
+                opts.save_forensic = general_config.getboolean("save_forensic")
            if "save_smtp_tls" in general_config:
-                opts.save_smtp_tls = general_config["save_smtp_tls"]
+                opts.save_smtp_tls = general_config.getboolean("save_smtp_tls")
            if "debug" in general_config:
                opts.debug = general_config.getboolean("debug")
            if "verbose" in general_config:
@@ -798,8 +803,9 @@ def _main():
            if "ssl" in imap_config:
                opts.imap_ssl = imap_config.getboolean("ssl")
            if "skip_certificate_verification" in imap_config:
-                imap_verify = imap_config.getboolean("skip_certificate_verification")
-                opts.imap_skip_certificate_verification = imap_verify
+                opts.imap_skip_certificate_verification = imap_config.getboolean(
+                    "skip_certificate_verification"
+                )
            if "user" in imap_config:
                opts.imap_user = imap_config["user"]
            else:
@@ -975,8 +981,12 @@ def _main():
                opts.elasticsearch_username = elasticsearch_config["user"]
            if "password" in elasticsearch_config:
                opts.elasticsearch_password = elasticsearch_config["password"]
+            # Until 8.20
            if "apiKey" in elasticsearch_config:
                opts.elasticsearch_apiKey = elasticsearch_config["apiKey"]
+            # Since 8.20
+            if "api_key" in elasticsearch_config:
+                opts.elasticsearch_apiKey = elasticsearch_config["api_key"]

        if "opensearch" in config:
            opensearch_config = config["opensearch"]
@@ -1011,8 +1021,12 @@ def _main():
                opts.opensearch_username = opensearch_config["user"]
            if "password" in opensearch_config:
                opts.opensearch_password = opensearch_config["password"]
+            # Until 8.20
            if "apiKey" in opensearch_config:
                opts.opensearch_apiKey = opensearch_config["apiKey"]
+            # Since 8.20
+            if "api_key" in opensearch_config:
+                opts.opensearch_apiKey = opensearch_config["api_key"]

        if "splunk_hec" in config.sections():
            hec_config = config["splunk_hec"]
@@ -1169,7 +1183,9 @@ def _main():
            )
            opts.gmail_api_scopes = _str_to_list(opts.gmail_api_scopes)
            if "oauth2_port" in gmail_api_config:
-                opts.gmail_api_oauth2_port = gmail_api_config.get("oauth2_port", 8080)
+                opts.gmail_api_oauth2_port = gmail_api_config.getint(
+                    "oauth2_port", 8080
+                )

        if "maildir" in config.sections():
            maildir_api_config = config["maildir"]
@@ -1271,11 +1287,11 @@ def _main():
                    es_smtp_tls_index = "{0}{1}".format(prefix, es_smtp_tls_index)
                elastic.set_hosts(
                    opts.elasticsearch_hosts,
-                    opts.elasticsearch_ssl,
-                    opts.elasticsearch_ssl_cert_path,
-                    opts.elasticsearch_username,
-                    opts.elasticsearch_password,
-                    opts.elasticsearch_apiKey,
+                    use_ssl=opts.elasticsearch_ssl,
+                    ssl_cert_path=opts.elasticsearch_ssl_cert_path,
+                    username=opts.elasticsearch_username,
+                    password=opts.elasticsearch_password,
+                    api_key=opts.elasticsearch_api_key,
                    timeout=opts.elasticsearch_timeout,
                )
                elastic.migrate_indexes(
@@ -1303,11 +1319,11 @@ def _main():
                    os_smtp_tls_index = "{0}{1}".format(prefix, os_smtp_tls_index)
                opensearch.set_hosts(
                    opts.opensearch_hosts,
-                    opts.opensearch_ssl,
-                    opts.opensearch_ssl_cert_path,
-                    opts.opensearch_username,
-                    opts.opensearch_password,
-                    opts.opensearch_apiKey,
+                    use_ssl=opts.opensearch_ssl,
+                    ssl_cert_path=opts.opensearch_ssl_cert_path,
+                    username=opts.opensearch_username,
+                    password=opts.opensearch_password,
+                    api_key=opts.opensearch_api_key,
                    timeout=opts.opensearch_timeout,
                )
                opensearch.migrate_indexes(
@@ -1445,6 +1461,7 @@ def _main():
                    opts.always_use_local_files,
                    opts.reverse_dns_map_path,
                    opts.reverse_dns_map_url,
+                    opts.normalize_timespan_threshold_hours,
                    child_conn,
                ),
            )
@@ -1463,7 +1480,7 @@ def _main():
                pbar.update(counter - pbar.n)

    for result in results:
-        if type(result[0]) is ParserError:
+        if isinstance(result[0], ParserError) or result[0] is None:
            logger.error("Failed to parse {0} - {1}".format(result[1], result[0]))
        else:
            if result[0]["report_type"] == "aggregate":
@@ -1495,6 +1512,7 @@ def _main():
            reverse_dns_map_path=opts.reverse_dns_map_path,
            reverse_dns_map_url=opts.reverse_dns_map_url,
            offline=opts.offline,
+            normalize_timespan_threshold_hours=opts.normalize_timespan_threshold_hours,
        )
        aggregate_reports += reports["aggregate_reports"]
        forensic_reports += reports["forensic_reports"]
@@ -1513,7 +1531,7 @@ def _main():
            if opts.imap_skip_certificate_verification:
                logger.debug("Skipping IMAP certificate verification")
                verify = False
-            if opts.imap_ssl is False:
+            if not opts.imap_ssl:
                ssl = False

            mailbox_connection = IMAPConnection(
@@ -1604,6 +1622,7 @@ def _main():
                test=opts.mailbox_test,
                strip_attachment_payloads=opts.strip_attachment_payloads,
                since=opts.mailbox_since,
+                normalize_timespan_threshold_hours=opts.normalize_timespan_threshold_hours,
            )

            aggregate_reports += reports["aggregate_reports"]
@@ -1614,7 +1633,7 @@ def _main():
            logger.exception("Mailbox Error")
            exit(1)

-    results = OrderedDict(
+    results = dict(
        [
            ("aggregate_reports", aggregate_reports),
            ("forensic_reports", forensic_reports),
@@ -1666,6 +1685,7 @@ def _main():
                reverse_dns_map_path=opts.reverse_dns_map_path,
                reverse_dns_map_url=opts.reverse_dns_map_url,
                offline=opts.offline,
+                normalize_timespan_threshold_hours=opts.normalize_timespan_threshold_hours,
            )
        except FileExistsError as error:
            logger.error("{0}".format(error.__str__()))
--- a/parsedmarc/constants.py
+++ b/parsedmarc/constants.py
@@ -1,2 +1,3 @@
-__version__ = "8.19.1"
+__version__ = "9.0.5"
+
 USER_AGENT = f"parsedmarc/{__version__}"
--- a/parsedmarc/elastic.py
+++ b/parsedmarc/elastic.py
@@ -1,6 +1,9 @@
 # -*- coding: utf-8 -*-

-from collections import OrderedDict
+from __future__ import annotations
+
+from typing import Optional, Union, Any
+

 from elasticsearch_dsl.search import Q
 from elasticsearch_dsl import (
@@ -67,6 +70,8 @@ class _AggregateReportDoc(Document):
    date_range = Date()
    date_begin = Date()
    date_end = Date()
+    normalized_timespan = Boolean()
+    original_timespan_seconds = Integer
    errors = Text()
    published_policy = Object(_PublishedPolicy)
    source_ip_address = Ip()
@@ -87,15 +92,15 @@ class _AggregateReportDoc(Document):
    dkim_results = Nested(_DKIMResult)
    spf_results = Nested(_SPFResult)

-    def add_policy_override(self, type_, comment):
+    def add_policy_override(self, type_: str, comment: str):
        self.policy_overrides.append(_PolicyOverride(type=type_, comment=comment))

-    def add_dkim_result(self, domain, selector, result):
+    def add_dkim_result(self, domain: str, selector: str, result: _DKIMResult):
        self.dkim_results.append(
            _DKIMResult(domain=domain, selector=selector, result=result)
        )

-    def add_spf_result(self, domain, scope, result):
+    def add_spf_result(self, domain: str, scope: str, result: _SPFResult):
        self.spf_results.append(_SPFResult(domain=domain, scope=scope, result=result))

    def save(self, **kwargs):
@@ -131,21 +136,21 @@ class _ForensicSampleDoc(InnerDoc):
    body = Text()
    attachments = Nested(_EmailAttachmentDoc)

-    def add_to(self, display_name, address):
+    def add_to(self, display_name: str, address: str):
        self.to.append(_EmailAddressDoc(display_name=display_name, address=address))

-    def add_reply_to(self, display_name, address):
+    def add_reply_to(self, display_name: str, address: str):
        self.reply_to.append(
            _EmailAddressDoc(display_name=display_name, address=address)
        )

-    def add_cc(self, display_name, address):
+    def add_cc(self, display_name: str, address: str):
        self.cc.append(_EmailAddressDoc(display_name=display_name, address=address))

-    def add_bcc(self, display_name, address):
+    def add_bcc(self, display_name: str, address: str):
        self.bcc.append(_EmailAddressDoc(display_name=display_name, address=address))

-    def add_attachment(self, filename, content_type, sha256):
+    def add_attachment(self, filename: str, content_type: str, sha256: str):
        self.attachments.append(
            _EmailAttachmentDoc(
                filename=filename, content_type=content_type, sha256=sha256
@@ -197,15 +202,15 @@ class _SMTPTLSPolicyDoc(InnerDoc):

    def add_failure_details(
        self,
-        result_type,
-        ip_address,
-        receiving_ip,
-        receiving_mx_helo,
-        failed_session_count,
-        sending_mta_ip=None,
-        receiving_mx_hostname=None,
-        additional_information_uri=None,
-        failure_reason_code=None,
+        result_type: Optional[str] = None,
+        ip_address: Optional[str] = None,
+        receiving_ip: Optional[str] = None,
+        receiving_mx_helo: Optional[str] = None,
+        failed_session_count: Optional[int] = None,
+        sending_mta_ip: Optional[str] = None,
+        receiving_mx_hostname: Optional[str] = None,
+        additional_information_uri: Optional[str] = None,
+        failure_reason_code: Union[str, int, None] = None,
    ):
        _details = _SMTPTLSFailureDetailsDoc(
            result_type=result_type,
@@ -235,13 +240,14 @@ class _SMTPTLSReportDoc(Document):

    def add_policy(
        self,
-        policy_type,
-        policy_domain,
-        successful_session_count,
-        failed_session_count,
-        policy_string=None,
-        mx_host_patterns=None,
-        failure_details=None,
+        policy_type: str,
+        policy_domain: str,
+        successful_session_count: int,
+        failed_session_count: int,
+        *,
+        policy_string: Optional[str] = None,
+        mx_host_patterns: Optional[list[str]] = None,
+        failure_details: Optional[str] = None,
    ):
        self.policies.append(
            policy_type=policy_type,
@@ -259,24 +265,25 @@ class AlreadySaved(ValueError):


 def set_hosts(
-    hosts,
-    use_ssl=False,
-    ssl_cert_path=None,
-    username=None,
-    password=None,
-    apiKey=None,
-    timeout=60.0,
+    hosts: Union[str, list[str]],
+    *,
+    use_ssl: Optional[bool] = False,
+    ssl_cert_path: Optional[str] = None,
+    username: Optional[str] = None,
+    password: Optional[str] = None,
+    api_key: Optional[str] = None,
+    timeout: Optional[float] = 60.0,
 ):
    """
    Sets the Elasticsearch hosts to use

    Args:
-        hosts (str): A single hostname or URL, or list of hostnames or URLs
-        use_ssl (bool): Use a HTTPS connection to the server
+        hosts (Union[str, list[str]]): A single hostname or URL, or list of hostnames or URLs
+        use_ssl (bool): Use an 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
-        apiKey (str): The Base64 encoded API key to use for authentication
+        api_key (str): The Base64 encoded API key to use for authentication
        timeout (float): Timeout in seconds
    """
    if not isinstance(hosts, list):
@@ -289,14 +296,14 @@ def set_hosts(
            conn_params["ca_certs"] = ssl_cert_path
        else:
            conn_params["verify_certs"] = False
-    if username:
+    if username and password:
        conn_params["http_auth"] = username + ":" + password
-    if apiKey:
-        conn_params["api_key"] = apiKey
+    if api_key:
+        conn_params["api_key"] = api_key
    connections.create_connection(**conn_params)


-def create_indexes(names, settings=None):
+def create_indexes(names: list[str], settings: Optional[dict[str, Any]] = None):
    """
    Create Elasticsearch indexes

@@ -319,7 +326,10 @@ def create_indexes(names, settings=None):
            raise ElasticsearchError("Elasticsearch error: {0}".format(e.__str__()))


-def migrate_indexes(aggregate_indexes=None, forensic_indexes=None):
+def migrate_indexes(
+    aggregate_indexes: Optional[list[str]] = None,
+    forensic_indexes: Optional[list[str]] = None,
+):
    """
    Updates index mappings

@@ -366,18 +376,18 @@ def migrate_indexes(aggregate_indexes=None, forensic_indexes=None):


 def save_aggregate_report_to_elasticsearch(
-    aggregate_report,
-    index_suffix=None,
-    index_prefix=None,
-    monthly_indexes=False,
-    number_of_shards=1,
-    number_of_replicas=0,
+    aggregate_report: dict[str, Any],
+    index_suffix: Optional[str] = None,
+    index_prefix: Optional[str] = None,
+    monthly_indexes: Optional[bool] = False,
+    number_of_shards: Optional[int] = 1,
+    number_of_replicas: Optional[int] = 0,
 ):
    """
    Saves a parsed DMARC aggregate report to Elasticsearch

    Args:
-        aggregate_report (OrderedDict): A parsed forensic report
+        aggregate_report (dict): A parsed forensic report
        index_suffix (str): The suffix of the name of the index to save to
        index_prefix (str): The prefix of the name of the index to save to
        monthly_indexes (bool): Use monthly indexes instead of daily indexes
@@ -395,15 +405,11 @@ def save_aggregate_report_to_elasticsearch(
    domain = aggregate_report["policy_published"]["domain"]
    begin_date = human_timestamp_to_datetime(metadata["begin_date"], to_utc=True)
    end_date = human_timestamp_to_datetime(metadata["end_date"], to_utc=True)
-    begin_date_human = begin_date.strftime("%Y-%m-%d %H:%M:%SZ")
-    end_date_human = end_date.strftime("%Y-%m-%d %H:%M:%SZ")
+
    if monthly_indexes:
        index_date = begin_date.strftime("%Y-%m")
    else:
        index_date = begin_date.strftime("%Y-%m-%d")
-    aggregate_report["begin_date"] = begin_date
-    aggregate_report["end_date"] = end_date
-    date_range = [aggregate_report["begin_date"], aggregate_report["end_date"]]

    org_name_query = Q(dict(match_phrase=dict(org_name=org_name)))
    report_id_query = Q(dict(match_phrase=dict(report_id=report_id)))
@@ -425,6 +431,9 @@ def save_aggregate_report_to_elasticsearch(
    try:
        existing = search.execute()
    except Exception as error_:
+        begin_date_human = begin_date.strftime("%Y-%m-%d %H:%M:%SZ")
+        end_date_human = end_date.strftime("%Y-%m-%d %H:%M:%SZ")
+
        raise ElasticsearchError(
            "Elasticsearch's search for existing report \
            error: {}".format(error_.__str__())
@@ -450,6 +459,17 @@ def save_aggregate_report_to_elasticsearch(
    )

    for record in aggregate_report["records"]:
+        begin_date = human_timestamp_to_datetime(record["interval_begin"], to_utc=True)
+        end_date = human_timestamp_to_datetime(record["interval_end"], to_utc=True)
+        normalized_timespan = record["normalized_timespan"]
+
+        if monthly_indexes:
+            index_date = begin_date.strftime("%Y-%m")
+        else:
+            index_date = begin_date.strftime("%Y-%m-%d")
+        aggregate_report["begin_date"] = begin_date
+        aggregate_report["end_date"] = end_date
+        date_range = [aggregate_report["begin_date"], aggregate_report["end_date"]]
        agg_doc = _AggregateReportDoc(
            xml_schema=aggregate_report["xml_schema"],
            org_name=metadata["org_name"],
@@ -457,8 +477,9 @@ def save_aggregate_report_to_elasticsearch(
            org_extra_contact_info=metadata["org_extra_contact_info"],
            report_id=metadata["report_id"],
            date_range=date_range,
-            date_begin=aggregate_report["begin_date"],
-            date_end=aggregate_report["end_date"],
+            date_begin=begin_date,
+            date_end=end_date,
+            normalized_timespan=normalized_timespan,
            errors=metadata["errors"],
            published_policy=published_policy,
            source_ip_address=record["source"]["ip_address"],
@@ -517,18 +538,18 @@ def save_aggregate_report_to_elasticsearch(


 def save_forensic_report_to_elasticsearch(
-    forensic_report,
-    index_suffix=None,
-    index_prefix=None,
-    monthly_indexes=False,
-    number_of_shards=1,
-    number_of_replicas=0,
+    forensic_report: dict[str, Any],
+    index_suffix: Optional[Any] = None,
+    index_prefix: Optional[str] = None,
+    monthly_indexes: Optional[bool] = False,
+    number_of_shards: int = 1,
+    number_of_replicas: int = 0,
 ):
    """
    Saves a parsed DMARC forensic report to Elasticsearch

    Args:
-        forensic_report (OrderedDict): A parsed forensic report
+        forensic_report (dict): A parsed forensic report
        index_suffix (str): The suffix of the name of the index to save to
        index_prefix (str): The prefix of the name of the index to save to
        monthly_indexes (bool): Use monthly indexes instead of daily
@@ -548,7 +569,7 @@ def save_forensic_report_to_elasticsearch(
        sample_date = forensic_report["parsed_sample"]["date"]
        sample_date = human_timestamp_to_datetime(sample_date)
    original_headers = forensic_report["parsed_sample"]["headers"]
-    headers = OrderedDict()
+    headers = dict()
    for original_header in original_headers:
        headers[original_header.lower()] = original_headers[original_header]

@@ -684,18 +705,18 @@ def save_forensic_report_to_elasticsearch(


 def save_smtp_tls_report_to_elasticsearch(
-    report,
-    index_suffix=None,
-    index_prefix=None,
-    monthly_indexes=False,
-    number_of_shards=1,
-    number_of_replicas=0,
+    report: dict[str, Any],
+    index_suffix: Optional[str] = None,
+    index_prefix: Optional[str] = None,
+    monthly_indexes: Optional[bool] = False,
+    number_of_shards: Optional[int] = 1,
+    number_of_replicas: Optional[int] = 0,
 ):
    """
    Saves a parsed SMTP TLS report to Elasticsearch

    Args:
-        report (OrderedDict): A parsed SMTP TLS report
+        report (dict): A parsed SMTP TLS report
        index_suffix (str): The suffix of the name of the index to save to
        index_prefix (str): The prefix of the name of the index to save to
        monthly_indexes (bool): Use monthly indexes instead of daily indexes
@@ -781,7 +802,7 @@ def save_smtp_tls_report_to_elasticsearch(
        policy_doc = _SMTPTLSPolicyDoc(
            policy_domain=policy["policy_domain"],
            policy_type=policy["policy_type"],
-            succesful_session_count=policy["successful_session_count"],
+            successful_session_count=policy["successful_session_count"],
            failed_session_count=policy["failed_session_count"],
            policy_string=policy_strings,
            mx_host_patterns=mx_host_patterns,
--- a/parsedmarc/gelf.py
+++ b/parsedmarc/gelf.py
@@ -1,5 +1,9 @@
 # -*- coding: utf-8 -*-

+from __future__ import annotations
+
+from typing import Any
+
 import logging
 import logging.handlers
 import json
@@ -48,7 +52,9 @@ class GelfClient(object):
        )
        self.logger.addHandler(self.handler)

-    def save_aggregate_report_to_gelf(self, aggregate_reports):
+    def save_aggregate_report_to_gelf(
+        self, aggregate_reports: list[dict[str, Any]]
+    ):
        rows = parsed_aggregate_reports_to_csv_rows(aggregate_reports)
        for row in rows:
            log_context_data.parsedmarc = row
@@ -56,12 +62,14 @@ class GelfClient(object):

        log_context_data.parsedmarc = None

-    def save_forensic_report_to_gelf(self, forensic_reports):
+    def save_forensic_report_to_gelf(
+        self, forensic_reports: list[dict[str, Any]]
+    ):
        rows = parsed_forensic_reports_to_csv_rows(forensic_reports)
        for row in rows:
            self.logger.info(json.dumps(row))

-    def save_smtp_tls_report_to_gelf(self, smtp_tls_reports):
+    def save_smtp_tls_report_to_gelf(self, smtp_tls_reports: dict[str, Any]):
        rows = parsed_smtp_tls_reports_to_csv_rows(smtp_tls_reports)
        for row in rows:
            self.logger.info(json.dumps(row))
--- a/parsedmarc/kafkaclient.py
+++ b/parsedmarc/kafkaclient.py
@@ -1,11 +1,15 @@
 # -*- coding: utf-8 -*-

+from __future__ import annotations
+
+from typing import Any, Optional, Union
+from ssl import SSLContext
+
 import json
 from ssl import create_default_context

 from kafka import KafkaProducer
 from kafka.errors import NoBrokersAvailable, UnknownTopicOrPartitionError
-from collections import OrderedDict
 from parsedmarc.utils import human_timestamp_to_datetime

 from parsedmarc import __version__
@@ -18,7 +22,13 @@ class KafkaError(RuntimeError):

 class KafkaClient(object):
    def __init__(
-        self, kafka_hosts, ssl=False, username=None, password=None, ssl_context=None
+        self,
+        kafka_hosts: list[str],
+        *,
+        ssl: Optional[bool] = False,
+        username: Optional[str] = None,
+        password: Optional[str] = None,
+        ssl_context: Optional[SSLContext] = None,
    ):
        """
        Initializes the Kafka client
@@ -28,7 +38,7 @@ class KafkaClient(object):
            ssl (bool): Use a SSL/TLS connection
            username (str): An optional username
            password (str):  An optional password
-            ssl_context: SSL context options
+            ssl_context (SSLContext): SSL context options

        Notes:
            ``use_ssl=True`` is implied when a username or password are
@@ -55,7 +65,7 @@ class KafkaClient(object):
            raise KafkaError("No Kafka brokers available")

    @staticmethod
-    def strip_metadata(report):
+    def strip_metadata(report: dict[str, Any]):
        """
        Duplicates org_name, org_email and report_id into JSON root
        and removes report_metadata key to bring it more inline
@@ -69,7 +79,7 @@ class KafkaClient(object):
        return report

    @staticmethod
-    def generate_daterange(report):
+    def generate_date_range(report: dict[str, Any]):
        """
        Creates a date_range timestamp with format YYYY-MM-DD-T-HH:MM:SS
        based on begin and end dates for easier parsing in Kibana.
@@ -86,7 +96,11 @@ class KafkaClient(object):
        logger.debug("date_range is {}".format(date_range))
        return date_range

-    def save_aggregate_reports_to_kafka(self, aggregate_reports, aggregate_topic):
+    def save_aggregate_reports_to_kafka(
+        self,
+        aggregate_reports: Union[dict[str, Any], list[dict[str, Any]]],
+        aggregate_topic: str,
+    ):
        """
        Saves aggregate DMARC reports to Kafka

@@ -96,16 +110,14 @@ class KafkaClient(object):
            aggregate_topic (str): The name of the Kafka topic

        """
-        if isinstance(aggregate_reports, dict) or isinstance(
-            aggregate_reports, OrderedDict
-        ):
+        if isinstance(aggregate_reports, dict):
            aggregate_reports = [aggregate_reports]

        if len(aggregate_reports) < 1:
            return

        for report in aggregate_reports:
-            report["date_range"] = self.generate_daterange(report)
+            report["date_range"] = self.generate_date_range(report)
            report = self.strip_metadata(report)

            for slice in report["records"]:
@@ -129,7 +141,11 @@ class KafkaClient(object):
                except Exception as e:
                    raise KafkaError("Kafka error: {0}".format(e.__str__()))

-    def save_forensic_reports_to_kafka(self, forensic_reports, forensic_topic):
+    def save_forensic_reports_to_kafka(
+        self,
+        forensic_reports: Union[dict[str, Any], list[dict[str, Any]]],
+        forensic_topic: str,
+    ):
        """
        Saves forensic DMARC reports to Kafka, sends individual
        records (slices) since Kafka requires messages to be <= 1MB
@@ -159,7 +175,11 @@ class KafkaClient(object):
        except Exception as e:
            raise KafkaError("Kafka error: {0}".format(e.__str__()))

-    def save_smtp_tls_reports_to_kafka(self, smtp_tls_reports, smtp_tls_topic):
+    def save_smtp_tls_reports_to_kafka(
+        self,
+        smtp_tls_reports: Union[list[dict[str, Any]], dict[str, Any]],
+        smtp_tls_topic: str,
+    ):
        """
        Saves SMTP TLS reports to Kafka, sends individual
        records (slices) since Kafka requires messages to be <= 1MB
--- a/parsedmarc/loganalytics.py
+++ b/parsedmarc/loganalytics.py
@@ -1,4 +1,9 @@
 # -*- coding: utf-8 -*-
+
+from __future__ import annotations
+
+from typing import Any
+
 from parsedmarc.log import logger
 from azure.core.exceptions import HttpResponseError
 from azure.identity import ClientSecretCredential
@@ -102,7 +107,12 @@ class LogAnalyticsClient(object):
                "Invalid configuration. " + "One or more required settings are missing."
            )

-    def publish_json(self, results, logs_client: LogsIngestionClient, dcr_stream: str):
+    def publish_json(
+        self,
+        results,
+        logs_client: LogsIngestionClient,
+        dcr_stream: str,
+    ):
        """
        Background function to publish given
        DMARC report to specific Data Collection Rule.
@@ -121,7 +131,11 @@ class LogAnalyticsClient(object):
            raise LogAnalyticsException("Upload failed: {error}".format(error=e))

    def publish_results(
-        self, results, save_aggregate: bool, save_forensic: bool, save_smtp_tls: bool
+        self,
+        results: dict[str, dict[str, Any]],
+        save_aggregate: bool,
+        save_forensic: bool,
+        save_smtp_tls: bool,
    ):
        """
        Function to publish DMARC and/or SMTP TLS reports to Log Analytics
--- a/parsedmarc/mail/gmail.py
+++ b/parsedmarc/mail/gmail.py
@@ -1,3 +1,7 @@
+# -*- coding: utf-8 -*-
+
+from __future__ import annotations
+
 from base64 import urlsafe_b64decode
 from functools import lru_cache
 from pathlib import Path
@@ -152,3 +156,4 @@ class GmailConnection(MailboxConnection):
        for label in labels:
            if label_name == label["id"] or label_name == label["name"]:
                return label["id"]
+        return ""
--- a/parsedmarc/mail/graph.py
+++ b/parsedmarc/mail/graph.py
@@ -1,3 +1,7 @@
+# -*- coding: utf-8 -*-
+
+from __future__ import annotations
+
 from enum import Enum
 from functools import lru_cache
 from pathlib import Path
--- a/parsedmarc/mail/imap.py
+++ b/parsedmarc/mail/imap.py
@@ -1,3 +1,9 @@
+# -*- coding: utf-8 -*-
+
+from __future__ import annotations
+
+from typing import Optional
+
 from time import sleep

 from imapclient.exceptions import IMAPClientError
@@ -11,14 +17,15 @@ from parsedmarc.mail.mailbox_connection import MailboxConnection
 class IMAPConnection(MailboxConnection):
    def __init__(
        self,
-        host=None,
-        user=None,
-        password=None,
-        port=None,
-        ssl=True,
-        verify=True,
-        timeout=30,
-        max_retries=4,
+        host: Optional[str] = None,
+        *,
+        user: Optional[str] = None,
+        password: Optional[str] = None,
+        port: Optional[str] = None,
+        ssl: Optional[bool] = True,
+        verify: Optional[bool] = True,
+        timeout: Optional[int] = 30,
+        max_retries: Optional[int] = 4,
    ):
        self._username = user
        self._password = password
@@ -45,13 +52,13 @@ class IMAPConnection(MailboxConnection):
        else:
            return self._client.search()

-    def fetch_message(self, message_id):
+    def fetch_message(self, message_id: int):
        return self._client.fetch_message(message_id, parse=False)

-    def delete_message(self, message_id: str):
+    def delete_message(self, message_id: int):
        self._client.delete_messages([message_id])

-    def move_message(self, message_id: str, folder_name: str):
+    def move_message(self, message_id: int, folder_name: str):
        self._client.move_messages([message_id], folder_name)

    def keepalive(self):
--- a/parsedmarc/mail/mailbox_connection.py
+++ b/parsedmarc/mail/mailbox_connection.py
@@ -1,5 +1,8 @@
+# -*- coding: utf-8 -*-
+
+from __future__ import annotations
+
 from abc import ABC
-from typing import List


 class MailboxConnection(ABC):
@@ -10,7 +13,7 @@ class MailboxConnection(ABC):
    def create_folder(self, folder_name: str):
        raise NotImplementedError

-    def fetch_messages(self, reports_folder: str, **kwargs) -> List[str]:
+    def fetch_messages(self, reports_folder: str, **kwargs) -> list[str]:
        raise NotImplementedError

    def fetch_message(self, message_id) -> str:
--- a/parsedmarc/mail/maildir.py
+++ b/parsedmarc/mail/maildir.py
@@ -1,3 +1,9 @@
+# -*- coding: utf-8 -*-
+
+from __future__ import annotations
+
+from typing import Optional
+
 from time import sleep

 from parsedmarc.log import logger
@@ -9,8 +15,8 @@ import os
 class MaildirConnection(MailboxConnection):
    def __init__(
        self,
-        maildir_path=None,
-        maildir_create=False,
+        maildir_path: Optional[bool] = None,
+        maildir_create: Optional[bool] = False,
    ):
        self._maildir_path = maildir_path
        self._maildir_create = maildir_create
@@ -36,7 +42,7 @@ class MaildirConnection(MailboxConnection):
    def fetch_messages(self, reports_folder: str, **kwargs):
        return self._client.keys()

-    def fetch_message(self, message_id):
+    def fetch_message(self, message_id: str):
        return self._client.get(message_id).as_string()

    def delete_message(self, message_id: str):
--- a/parsedmarc/opensearch.py
+++ b/parsedmarc/opensearch.py
@@ -1,6 +1,9 @@
 # -*- coding: utf-8 -*-

-from collections import OrderedDict
+from __future__ import annotations
+
+from typing import Optional, Union, Any
+

 from opensearchpy import (
    Q,
@@ -67,6 +70,8 @@ class _AggregateReportDoc(Document):
    date_range = Date()
    date_begin = Date()
    date_end = Date()
+    normalized_timespan = Boolean()
+    original_timespan_seconds = Integer
    errors = Text()
    published_policy = Object(_PublishedPolicy)
    source_ip_address = Ip()
@@ -87,15 +92,15 @@ class _AggregateReportDoc(Document):
    dkim_results = Nested(_DKIMResult)
    spf_results = Nested(_SPFResult)

-    def add_policy_override(self, type_, comment):
+    def add_policy_override(self, type_: str, comment: str):
        self.policy_overrides.append(_PolicyOverride(type=type_, comment=comment))

-    def add_dkim_result(self, domain, selector, result):
+    def add_dkim_result(self, domain: str, selector: str, result: _DKIMResult):
        self.dkim_results.append(
            _DKIMResult(domain=domain, selector=selector, result=result)
        )

-    def add_spf_result(self, domain, scope, result):
+    def add_spf_result(self, domain: str, scope: str, result: _SPFResult):
        self.spf_results.append(_SPFResult(domain=domain, scope=scope, result=result))

    def save(self, **kwargs):
@@ -131,21 +136,21 @@ class _ForensicSampleDoc(InnerDoc):
    body = Text()
    attachments = Nested(_EmailAttachmentDoc)

-    def add_to(self, display_name, address):
+    def add_to(self, display_name: str, address: str):
        self.to.append(_EmailAddressDoc(display_name=display_name, address=address))

-    def add_reply_to(self, display_name, address):
+    def add_reply_to(self, display_name: str, address: str):
        self.reply_to.append(
            _EmailAddressDoc(display_name=display_name, address=address)
        )

-    def add_cc(self, display_name, address):
+    def add_cc(self, display_name: str, address: str):
        self.cc.append(_EmailAddressDoc(display_name=display_name, address=address))

-    def add_bcc(self, display_name, address):
+    def add_bcc(self, display_name: str, address: str):
        self.bcc.append(_EmailAddressDoc(display_name=display_name, address=address))

-    def add_attachment(self, filename, content_type, sha256):
+    def add_attachment(self, filename: str, content_type: str, sha256: str):
        self.attachments.append(
            _EmailAttachmentDoc(
                filename=filename, content_type=content_type, sha256=sha256
@@ -197,15 +202,15 @@ class _SMTPTLSPolicyDoc(InnerDoc):

    def add_failure_details(
        self,
-        result_type,
-        ip_address,
-        receiving_ip,
-        receiving_mx_helo,
-        failed_session_count,
-        sending_mta_ip=None,
-        receiving_mx_hostname=None,
-        additional_information_uri=None,
-        failure_reason_code=None,
+        result_type: Optional[str] = None,
+        ip_address: Optional[str] = None,
+        receiving_ip: Optional[str] = None,
+        receiving_mx_helo: Optional[str] = None,
+        failed_session_count: Optional[int] = None,
+        sending_mta_ip: Optional[str] = None,
+        receiving_mx_hostname: Optional[str] = None,
+        additional_information_uri: Optional[str] = None,
+        failure_reason_code: Union[str, int, None] = None,
    ):
        _details = _SMTPTLSFailureDetailsDoc(
            result_type=result_type,
@@ -235,13 +240,14 @@ class _SMTPTLSReportDoc(Document):

    def add_policy(
        self,
-        policy_type,
-        policy_domain,
-        successful_session_count,
-        failed_session_count,
-        policy_string=None,
-        mx_host_patterns=None,
-        failure_details=None,
+        policy_type: str,
+        policy_domain: str,
+        successful_session_count: int,
+        failed_session_count: int,
+        *,
+        policy_string: Optional[str] = None,
+        mx_host_patterns: Optional[list[str]] = None,
+        failure_details: Optional[str] = None,
    ):
        self.policies.append(
            policy_type=policy_type,
@@ -259,24 +265,25 @@ class AlreadySaved(ValueError):


 def set_hosts(
-    hosts,
-    use_ssl=False,
-    ssl_cert_path=None,
-    username=None,
-    password=None,
-    apiKey=None,
-    timeout=60.0,
+    hosts: Union[str, list[str]],
+    *,
+    use_ssl: Optional[bool] = False,
+    ssl_cert_path: Optional[str] = None,
+    username: Optional[str] = None,
+    password: Optional[str] = None,
+    api_key: Optional[str] = None,
+    timeout: Optional[float] = 60.0,
 ):
    """
    Sets the OpenSearch hosts to use

    Args:
-        hosts (str|list): A hostname or URL, or list of hostnames or URLs
+        hosts (str|list[str]): A single hostname or URL, or list of hostnames or URLs
        use_ssl (bool): Use an 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
-        apiKey (str): The Base64 encoded API key to use for authentication
+        api_key (str): The Base64 encoded API key to use for authentication
        timeout (float): Timeout in seconds
    """
    if not isinstance(hosts, list):
@@ -289,14 +296,14 @@ def set_hosts(
            conn_params["ca_certs"] = ssl_cert_path
        else:
            conn_params["verify_certs"] = False
-    if username:
+    if username and password:
        conn_params["http_auth"] = username + ":" + password
-    if apiKey:
-        conn_params["api_key"] = apiKey
+    if api_key:
+        conn_params["api_key"] = api_key
    connections.create_connection(**conn_params)


-def create_indexes(names, settings=None):
+def create_indexes(names: list[str], settings: Optional[dict[str, Any]] = None):
    """
    Create OpenSearch indexes

@@ -319,7 +326,10 @@ def create_indexes(names, settings=None):
            raise OpenSearchError("OpenSearch error: {0}".format(e.__str__()))


-def migrate_indexes(aggregate_indexes=None, forensic_indexes=None):
+def migrate_indexes(
+    aggregate_indexes: Optional[list[str]] = None,
+    forensic_indexes: Optional[list[str]] = None,
+):
    """
    Updates index mappings

@@ -366,18 +376,18 @@ def migrate_indexes(aggregate_indexes=None, forensic_indexes=None):


 def save_aggregate_report_to_opensearch(
-    aggregate_report,
-    index_suffix=None,
-    index_prefix=None,
-    monthly_indexes=False,
-    number_of_shards=1,
-    number_of_replicas=0,
+    aggregate_report: dict[str, Any],
+    index_suffix: Optional[str] = None,
+    index_prefix: Optional[str] = None,
+    monthly_indexes: Optional[bool] = False,
+    number_of_shards: Optional[int] = 1,
+    number_of_replicas: Optional[int] = 0,
 ):
    """
    Saves a parsed DMARC aggregate report to OpenSearch

    Args:
-        aggregate_report (OrderedDict): A parsed forensic report
+        aggregate_report (dict): A parsed forensic report
        index_suffix (str): The suffix of the name of the index to save to
        index_prefix (str): The prefix of the name of the index to save to
        monthly_indexes (bool): Use monthly indexes instead of daily indexes
@@ -395,15 +405,11 @@ def save_aggregate_report_to_opensearch(
    domain = aggregate_report["policy_published"]["domain"]
    begin_date = human_timestamp_to_datetime(metadata["begin_date"], to_utc=True)
    end_date = human_timestamp_to_datetime(metadata["end_date"], to_utc=True)
-    begin_date_human = begin_date.strftime("%Y-%m-%d %H:%M:%SZ")
-    end_date_human = end_date.strftime("%Y-%m-%d %H:%M:%SZ")
+
    if monthly_indexes:
        index_date = begin_date.strftime("%Y-%m")
    else:
        index_date = begin_date.strftime("%Y-%m-%d")
-    aggregate_report["begin_date"] = begin_date
-    aggregate_report["end_date"] = end_date
-    date_range = [aggregate_report["begin_date"], aggregate_report["end_date"]]

    org_name_query = Q(dict(match_phrase=dict(org_name=org_name)))
    report_id_query = Q(dict(match_phrase=dict(report_id=report_id)))
@@ -425,6 +431,9 @@ def save_aggregate_report_to_opensearch(
    try:
        existing = search.execute()
    except Exception as error_:
+        begin_date_human = begin_date.strftime("%Y-%m-%d %H:%M:%SZ")
+        end_date_human = end_date.strftime("%Y-%m-%d %H:%M:%SZ")
+
        raise OpenSearchError(
            "OpenSearch's search for existing report \
            error: {}".format(error_.__str__())
@@ -450,6 +459,17 @@ def save_aggregate_report_to_opensearch(
    )

    for record in aggregate_report["records"]:
+        begin_date = human_timestamp_to_datetime(record["interval_begin"], to_utc=True)
+        end_date = human_timestamp_to_datetime(record["interval_end"], to_utc=True)
+        normalized_timespan = record["normalized_timespan"]
+
+        if monthly_indexes:
+            index_date = begin_date.strftime("%Y-%m")
+        else:
+            index_date = begin_date.strftime("%Y-%m-%d")
+        aggregate_report["begin_date"] = begin_date
+        aggregate_report["end_date"] = end_date
+        date_range = [aggregate_report["begin_date"], aggregate_report["end_date"]]
        agg_doc = _AggregateReportDoc(
            xml_schema=aggregate_report["xml_schema"],
            org_name=metadata["org_name"],
@@ -457,8 +477,9 @@ def save_aggregate_report_to_opensearch(
            org_extra_contact_info=metadata["org_extra_contact_info"],
            report_id=metadata["report_id"],
            date_range=date_range,
-            date_begin=aggregate_report["begin_date"],
-            date_end=aggregate_report["end_date"],
+            date_begin=begin_date,
+            date_end=end_date,
+            normalized_timespan=normalized_timespan,
            errors=metadata["errors"],
            published_policy=published_policy,
            source_ip_address=record["source"]["ip_address"],
@@ -517,18 +538,18 @@ def save_aggregate_report_to_opensearch(


 def save_forensic_report_to_opensearch(
-    forensic_report,
-    index_suffix=None,
-    index_prefix=None,
-    monthly_indexes=False,
-    number_of_shards=1,
-    number_of_replicas=0,
+    forensic_report: dict[str, Any],
+    index_suffix: Optional[str] = None,
+    index_prefix: Optional[str] = None,
+    monthly_indexes: Optional[bool] = False,
+    number_of_shards: int = 1,
+    number_of_replicas: int = 0,
 ):
    """
    Saves a parsed DMARC forensic report to OpenSearch

    Args:
-        forensic_report (OrderedDict): A parsed forensic report
+        forensic_report (dict): A parsed forensic report
        index_suffix (str): The suffix of the name of the index to save to
        index_prefix (str): The prefix of the name of the index to save to
        monthly_indexes (bool): Use monthly indexes instead of daily
@@ -548,7 +569,7 @@ def save_forensic_report_to_opensearch(
        sample_date = forensic_report["parsed_sample"]["date"]
        sample_date = human_timestamp_to_datetime(sample_date)
    original_headers = forensic_report["parsed_sample"]["headers"]
-    headers = OrderedDict()
+    headers = dict()
    for original_header in original_headers:
        headers[original_header.lower()] = original_headers[original_header]

@@ -684,18 +705,18 @@ def save_forensic_report_to_opensearch(


 def save_smtp_tls_report_to_opensearch(
-    report,
-    index_suffix=None,
-    index_prefix=None,
-    monthly_indexes=False,
-    number_of_shards=1,
-    number_of_replicas=0,
+    report: dict[str, Any],
+    index_suffix: Optional[str] = None,
+    index_prefix: Optional[str] = None,
+    monthly_indexes: Optional[bool] = False,
+    number_of_shards: Optional[int] = 1,
+    number_of_replicas: Optional[int] = 0,
 ):
    """
    Saves a parsed SMTP TLS report to OpenSearch

    Args:
-        report (OrderedDict): A parsed SMTP TLS report
+        report (dict): A parsed SMTP TLS report
        index_suffix (str): The suffix of the name of the index to save to
        index_prefix (str): The prefix of the name of the index to save to
        monthly_indexes (bool): Use monthly indexes instead of daily indexes
@@ -705,7 +726,7 @@ def save_smtp_tls_report_to_opensearch(
    Raises:
            AlreadySaved
    """
-    logger.info("Saving aggregate report to OpenSearch")
+    logger.info("Saving SMTP TLS report to OpenSearch")
    org_name = report["organization_name"]
    report_id = report["report_id"]
    begin_date = human_timestamp_to_datetime(report["begin_date"], to_utc=True)
@@ -781,7 +802,7 @@ def save_smtp_tls_report_to_opensearch(
        policy_doc = _SMTPTLSPolicyDoc(
            policy_domain=policy["policy_domain"],
            policy_type=policy["policy_type"],
-            succesful_session_count=policy["successful_session_count"],
+            successful_session_count=policy["successful_session_count"],
            failed_session_count=policy["failed_session_count"],
            policy_string=policy_strings,
            mx_host_patterns=mx_host_patterns,
--- a/parsedmarc/resources/maps/base_reverse_dns_map.csv
+++ b/parsedmarc/resources/maps/base_reverse_dns_map.csv
@@ -132,6 +132,7 @@ asu-vei.ru,ASU-VEI,Industrial
 atextelecom.com.br,ATEX Telecom,ISP
 atmailcloud.com,atmail,Email Provider
 ats.ca,ATS Healthcare,Healthcare
+att.net,AT&T,ISP
 atw.ne.jp,ATW,Web Host
 au-net.ne.jp,KDDI,ISP
 au.com,au,ISP
@@ -242,6 +243,7 @@ carandainet.com.br,CN Internet,ISP
 cardhealth.com,Cardinal Health,Healthcare
 cardinal.com,Cardinal Health,Healthcare
 cardinalhealth.com,Cardinal Health,Healthcare
+cardinalscriptnet.com,Cardinal Health,Healthcare
 carecentrix.com,CareCentrix,Healthcare
 carleton.edu,Carlton College,Education
 carrierzone.com,carrierzone,Email Security
@@ -697,6 +699,7 @@ hdsupply-email.com,HD Supply,Retail
 healthall.com,UC Health,Healthcare
 healthcaresupplypros.com,Healthcare Supply Pros,Healthcare
 healthproductsforyou.com,Health Products For You,Healthcare
+healthtouch.com,Cardinal Health,Healthcare
 helloserver6.com,1st Source Web,Marketing
 helpforcb.com,InterServer,Web Host
 helpscout.net,Help Scout,SaaS
@@ -753,6 +756,8 @@ hostwindsdns.com,Hostwinds,Web Host
 hotnet.net.il,Hot Net Internet Services,ISP
 hp.com,HP,Technology
 hringdu.is,Hringdu,ISP
+hslda.net,Home School Legal Defense Association (HSLDA),Education
+hslda.org,Home School Legal Defense Association (HSLDA),Education
 hspherefilter.com,"DynamicNet, Inc. (DNI)",Web Host
 htc.net,HTC,ISP
 htmlservices.it,HTMLServices.it,MSP
@@ -763,6 +768,7 @@ hughston.com,Hughston Clinic,Healthcare
 hvvc.us,Hivelocity,Web Host
 i2ts.ne.jp,i2ts,Web Host
 i4i.com,i4i,Technology
+ibindley.com,Cardinal Health,Healthcare
 ice.co.cr,Grupo ICE,Industrial
 icehosting.nl,IceHosting,Web Host
 icewarpcloud.in,IceWrap,Email Provider
@@ -832,6 +838,7 @@ ip-5-196-151.eu,OVH,Web Host
 ip-51-161-36.net,OVH,Web Host
 ip-51-195-53.eu,OVH,Web Host
 ip-51-254-53.eu,OVH,Web Host
+ip-51-38-67.eu,OVH,Web Host
 ip-51-77-42.eu,OVH,Web Host
 ip-51-83-140.eu,OVH,Web Host
 ip-51-89-240.eu,OVH,Web Host
@@ -1217,6 +1224,7 @@ nettoday.co.th,Net Today,Web Host
 netventure.pl,Netventure,MSP
 netvigator.com,HKT,ISP
 netvision.net.il,013 Netvision,ISP
+network-tech.com,Network Technologies International (NTI),SaaS
 network.kz,network.kz,ISP
 network80.com,Network80,Web Host
 neubox.net,Neubox,Web Host
--- a/parsedmarc/resources/maps/find_unknown_base_reverse_dns.py
+++ b/parsedmarc/resources/maps/find_unknown_base_reverse_dns.py
@@ -13,8 +13,6 @@ def _main():

    csv_headers = ["source_name", "message_count"]

-    output_rows = []
-
    known_unknown_domains = []
    psl_overrides = []
    known_domains = []
--- a/parsedmarc/s3.py
+++ b/parsedmarc/s3.py
@@ -1,5 +1,9 @@
 # -*- coding: utf-8 -*-

+from __future__ import annotations
+
+from typing import Any
+
 import json
 import boto3

@@ -8,16 +12,16 @@ from parsedmarc.utils import human_timestamp_to_datetime


 class S3Client(object):
-    """A client for a Amazon S3"""
+    """A client for interacting with Amazon S3"""

    def __init__(
        self,
-        bucket_name,
-        bucket_path,
-        region_name,
-        endpoint_url,
-        access_key_id,
-        secret_access_key,
+        bucket_name: str,
+        bucket_path: str,
+        region_name: str,
+        endpoint_url: str,
+        access_key_id: str,
+        secret_access_key: str,
    ):
        """
        Initializes the S3Client
@@ -47,18 +51,18 @@ class S3Client(object):
            aws_access_key_id=access_key_id,
            aws_secret_access_key=secret_access_key,
        )
-        self.bucket = self.s3.Bucket(self.bucket_name)
+        self.bucket: Any = self.s3.Bucket(self.bucket_name)

-    def save_aggregate_report_to_s3(self, report):
+    def save_aggregate_report_to_s3(self, report: dict[str, Any]):
        self.save_report_to_s3(report, "aggregate")

-    def save_forensic_report_to_s3(self, report):
+    def save_forensic_report_to_s3(self, report: dict[str, Any]):
        self.save_report_to_s3(report, "forensic")

-    def save_smtp_tls_report_to_s3(self, report):
+    def save_smtp_tls_report_to_s3(self, report: dict[str, Any]):
        self.save_report_to_s3(report, "smtp_tls")

-    def save_report_to_s3(self, report, report_type):
+    def save_report_to_s3(self, report: dict[str, Any], report_type: str):
        if report_type == "smtp_tls":
            report_date = report["begin_date"]
            report_id = report["report_id"]
--- a/parsedmarc/splunk.py
+++ b/parsedmarc/splunk.py
@@ -1,3 +1,10 @@
+# -*- coding: utf-8 -*-
+
+from __future__ import annotations
+
+from typing import Any, Union
+
+
 from urllib.parse import urlparse
 import socket
 import json
@@ -23,7 +30,13 @@ class HECClient(object):
    # http://docs.splunk.com/Documentation/Splunk/latest/RESTREF/RESTinput#services.2Fcollector

    def __init__(
-        self, url, access_token, index, source="parsedmarc", verify=True, timeout=60
+        self,
+        url: str,
+        access_token: str,
+        index: str,
+        source: str = "parsedmarc",
+        verify=True,
+        timeout=60,
    ):
        """
        Initializes the HECClient
@@ -37,9 +50,9 @@ class HECClient(object):
            timeout (float): Number of seconds to wait for the server to send
                data before giving up
        """
-        url = urlparse(url)
+        parsed_url = urlparse(url)
        self.url = "{0}://{1}/services/collector/event/1.0".format(
-            url.scheme, url.netloc
+            parsed_url.scheme, parsed_url.netloc
        )
        self.access_token = access_token.lstrip("Splunk ")
        self.index = index
@@ -48,14 +61,19 @@ class HECClient(object):
        self.session = requests.Session()
        self.timeout = timeout
        self.session.verify = verify
-        self._common_data = dict(host=self.host, source=self.source, index=self.index)
+        self._common_data: dict[str, Union[str, int, float, dict]] = dict(
+            host=self.host, source=self.source, index=self.index
+        )

        self.session.headers = {
            "User-Agent": USER_AGENT,
            "Authorization": "Splunk {0}".format(self.access_token),
        }

-    def save_aggregate_reports_to_splunk(self, aggregate_reports):
+    def save_aggregate_reports_to_splunk(
+        self,
+        aggregate_reports: Union[list[dict[str, Any]], dict[str, Any]],
+    ):
        """
        Saves aggregate DMARC reports to Splunk

@@ -75,9 +93,12 @@ class HECClient(object):
        json_str = ""
        for report in aggregate_reports:
            for record in report["records"]:
-                new_report = dict()
+                new_report: dict[str, Union[str, int, float, dict]] = dict()
                for metadata in report["report_metadata"]:
                    new_report[metadata] = report["report_metadata"][metadata]
+                new_report["interval_begin"] = record["interval_begin"]
+                new_report["interval_end"] = record["interval_end"]
+                new_report["normalized_timespan"] = record["normalized_timespan"]
                new_report["published_policy"] = report["policy_published"]
                new_report["source_ip_address"] = record["source"]["ip_address"]
                new_report["source_country"] = record["source"]["country"]
@@ -98,7 +119,9 @@ class HECClient(object):
                    new_report["spf_results"] = record["auth_results"]["spf"]

                data["sourcetype"] = "dmarc:aggregate"
-                timestamp = human_timestamp_to_unix_timestamp(new_report["begin_date"])
+                timestamp = human_timestamp_to_unix_timestamp(
+                    new_report["interval_begin"]
+                )
                data["time"] = timestamp
                data["event"] = new_report.copy()
                json_str += "{0}\n".format(json.dumps(data))
@@ -113,7 +136,10 @@ class HECClient(object):
        if response["code"] != 0:
            raise SplunkError(response["text"])

-    def save_forensic_reports_to_splunk(self, forensic_reports):
+    def save_forensic_reports_to_splunk(
+        self,
+        forensic_reports: Union[list[dict[str, Any]], dict[str, Any]],
+    ):
        """
        Saves forensic DMARC reports to Splunk

@@ -147,7 +173,9 @@ class HECClient(object):
        if response["code"] != 0:
            raise SplunkError(response["text"])

-    def save_smtp_tls_reports_to_splunk(self, reports):
+    def save_smtp_tls_reports_to_splunk(
+        self, reports: Union[list[dict[str, Any]], dict[str, Any]]
+    ):
        """
        Saves aggregate DMARC reports to Splunk

--- a/parsedmarc/syslog.py
+++ b/parsedmarc/syslog.py
@@ -1,7 +1,14 @@
 # -*- coding: utf-8 -*-

+
+from __future__ import annotations
+
 import logging
 import logging.handlers
+
+from typing import Any
+
+
 import json

 from parsedmarc import (
@@ -14,7 +21,7 @@ from parsedmarc import (
 class SyslogClient(object):
    """A client for Syslog"""

-    def __init__(self, server_name, server_port):
+    def __init__(self, server_name: str, server_port: int):
        """
        Initializes the SyslogClient
        Args:
@@ -28,17 +35,23 @@ class SyslogClient(object):
        log_handler = logging.handlers.SysLogHandler(address=(server_name, server_port))
        self.logger.addHandler(log_handler)

-    def save_aggregate_report_to_syslog(self, aggregate_reports):
+    def save_aggregate_report_to_syslog(
+        self, aggregate_reports: list[dict[str, Any]]
+    ):
        rows = parsed_aggregate_reports_to_csv_rows(aggregate_reports)
        for row in rows:
            self.logger.info(json.dumps(row))

-    def save_forensic_report_to_syslog(self, forensic_reports):
+    def save_forensic_report_to_syslog(
+        self, forensic_reports: list[dict[str, Any]]
+    ):
        rows = parsed_forensic_reports_to_csv_rows(forensic_reports)
        for row in rows:
            self.logger.info(json.dumps(row))

-    def save_smtp_tls_report_to_syslog(self, smtp_tls_reports):
+    def save_smtp_tls_report_to_syslog(
+        self, smtp_tls_reports: list[dict[str, Any]]
+    ):
        rows = parsed_smtp_tls_reports_to_csv_rows(smtp_tls_reports)
        for row in rows:
            self.logger.info(json.dumps(row))
--- a/parsedmarc/utils.py
+++ b/parsedmarc/utils.py
@@ -1,11 +1,17 @@
+# -*- coding: utf-8 -*-
+
 """Utility functions that might be useful for other projects"""

+from __future__ import annotations
+
+from typing import Optional, Union, TypedDict, Any
+
 import logging
 import os
 from datetime import datetime
 from datetime import timezone
 from datetime import timedelta
-from collections import OrderedDict
+from expiringdict import ExpiringDict
 import tempfile
 import subprocess
 import shutil
@@ -60,12 +66,20 @@ class DownloadError(RuntimeError):
    """Raised when an error occurs when downloading a file"""


-def decode_base64(data):
+class EmailAddress(TypedDict):
+    """Parsed email address information"""
+    display_name: Optional[str]
+    address: str
+    local: Optional[str]
+    domain: Optional[str]
+
+
+def decode_base64(data: str) -> bytes:
    """
    Decodes a base64 string, with padding being optional

    Args:
-        data: A base64 encoded string
+        data (str): A base64 encoded string

    Returns:
        bytes: The decoded bytes
@@ -78,7 +92,7 @@ def decode_base64(data):
    return base64.b64decode(data)


-def get_base_domain(domain):
+def get_base_domain(domain: str) -> str:
    """
    Gets the base domain name for the given domain

@@ -102,7 +116,14 @@ def get_base_domain(domain):
    return publicsuffix


-def query_dns(domain, record_type, cache=None, nameservers=None, timeout=2.0):
+def query_dns(
+    domain: str,
+    record_type: str,
+    *,
+    cache: Optional[ExpiringDict] = None,
+    nameservers: list[str] = None,
+    timeout: int = 2.0,
+) -> list[str]:
    """
    Queries DNS

@@ -163,7 +184,13 @@ def query_dns(domain, record_type, cache=None, nameservers=None, timeout=2.0):
    return records


-def get_reverse_dns(ip_address, cache=None, nameservers=None, timeout=2.0):
+def get_reverse_dns(
+    ip_address,
+    *,
+    cache: Optional[ExpiringDict] = None,
+    nameservers: list[str] = None,
+    timeout: int = 2.0,
+) -> str:
    """
    Resolves an IP address to a hostname using a reverse DNS query

@@ -191,7 +218,7 @@ def get_reverse_dns(ip_address, cache=None, nameservers=None, timeout=2.0):
    return hostname


-def timestamp_to_datetime(timestamp):
+def timestamp_to_datetime(timestamp: int) -> datetime:
    """
    Converts a UNIX/DMARC timestamp to a Python ``datetime`` object

@@ -204,7 +231,7 @@ def timestamp_to_datetime(timestamp):
    return datetime.fromtimestamp(int(timestamp))


-def timestamp_to_human(timestamp):
+def timestamp_to_human(timestamp: int) -> str:
    """
    Converts a UNIX/DMARC timestamp to a human-readable string

@@ -217,7 +244,9 @@ def timestamp_to_human(timestamp):
    return timestamp_to_datetime(timestamp).strftime("%Y-%m-%d %H:%M:%S")


-def human_timestamp_to_datetime(human_timestamp, to_utc=False):
+def human_timestamp_to_datetime(
+    human_timestamp: str, *, to_utc: Optional[bool] = False
+) -> datetime:
    """
    Converts a human-readable timestamp into a Python ``datetime`` object

@@ -236,7 +265,7 @@ def human_timestamp_to_datetime(human_timestamp, to_utc=False):
    return dt.astimezone(timezone.utc) if to_utc else dt


-def human_timestamp_to_unix_timestamp(human_timestamp):
+def human_timestamp_to_unix_timestamp(human_timestamp: str) -> int:
    """
    Converts a human-readable timestamp into a UNIX timestamp

@@ -250,7 +279,7 @@ def human_timestamp_to_unix_timestamp(human_timestamp):
    return human_timestamp_to_datetime(human_timestamp).timestamp()


-def get_ip_address_country(ip_address, db_path=None):
+def get_ip_address_country(ip_address: str, *, db_path: Optional[str] = None) -> str:
    """
    Returns the ISO code for the country associated
    with the given IPv4 or IPv6 address
@@ -277,7 +306,7 @@ def get_ip_address_country(ip_address, db_path=None):
    ]

    if db_path is not None:
-        if os.path.isfile(db_path) is False:
+        if not os.path.isfile(db_path):
            db_path = None
            logger.warning(
                f"No file exists at {db_path}. Falling back to an "
@@ -313,13 +342,14 @@ def get_ip_address_country(ip_address, db_path=None):


 def get_service_from_reverse_dns_base_domain(
-    base_domain,
-    always_use_local_file=False,
-    local_file_path=None,
-    url=None,
-    offline=False,
-    reverse_dns_map=None,
-):
+    base_domain: str,
+    *,
+    always_use_local_file: Optional[bool] = False,
+    local_file_path: Optional[str] = None,
+    url: Optional[str] = None,
+    offline: Optional[bool] = False,
+    reverse_dns_map: Optional[dict[str, Any]] = None,
+) -> dict[str, Any]:
    """
    Returns the service name of a given base domain name from reverse DNS.

@@ -388,17 +418,18 @@ def get_service_from_reverse_dns_base_domain(


 def get_ip_address_info(
-    ip_address,
-    ip_db_path=None,
-    reverse_dns_map_path=None,
-    always_use_local_files=False,
-    reverse_dns_map_url=None,
-    cache=None,
-    reverse_dns_map=None,
-    offline=False,
-    nameservers=None,
-    timeout=2.0,
-):
+    ip_address: str,
+    *,
+    ip_db_path: Optional[str] = None,
+    reverse_dns_map_path: Optional[str] = None,
+    always_use_local_files: Optional[bool] = False,
+    reverse_dns_map_url: Optional[str] = None,
+    cache: Optional[ExpiringDict] = None,
+    reverse_dns_map: Optional[dict[str, Any]] = None,
+    offline: Optional[bool] = False,
+    nameservers: Optional[list[str]] = None,
+    timeout: Optional[float] = 2.0,
+) -> dict[str, Any]:
    """
    Returns reverse DNS and country information for the given IP address

@@ -416,7 +447,7 @@ def get_ip_address_info(
        timeout (float): Sets the DNS timeout in seconds

    Returns:
-        OrderedDict: ``ip_address``, ``reverse_dns``
+        dict: ``ip_address``, ``reverse_dns``, ``country``

    """
    ip_address = ip_address.lower()
@@ -425,7 +456,7 @@ def get_ip_address_info(
        if info:
            logger.debug(f"IP address {ip_address} was found in cache")
            return info
-    info = OrderedDict()
+    info = dict()
    info["ip_address"] = ip_address
    if offline:
        reverse_dns = None
@@ -463,7 +494,7 @@ def get_ip_address_info(
    return info


-def parse_email_address(original_address):
+def parse_email_address(original_address: str) -> EmailAddress:
    if original_address[0] == "":
        display_name = None
    else:
@@ -476,17 +507,15 @@ def parse_email_address(original_address):
        local = address_parts[0].lower()
        domain = address_parts[-1].lower()

-    return OrderedDict(
-        [
-            ("display_name", display_name),
-            ("address", address),
-            ("local", local),
-            ("domain", domain),
-        ]
-    )
+    return {
+        "display_name": display_name,
+        "address": address,
+        "local": local,
+        "domain": domain,
+    }


-def get_filename_safe_string(string):
+def get_filename_safe_string(string: str) -> str:
    """
    Converts a string to a string that is safe for a filename

@@ -508,7 +537,7 @@ def get_filename_safe_string(string):
    return string


-def is_mbox(path):
+def is_mbox(path: str) -> bool:
    """
    Checks if the given content is an MBOX mailbox file

@@ -529,7 +558,7 @@ def is_mbox(path):
    return _is_mbox


-def is_outlook_msg(content):
+def is_outlook_msg(content: Union[bytes, Any]) -> bool:
    """
    Checks if the given content is an Outlook msg OLE/MSG file

@@ -544,7 +573,7 @@ def is_outlook_msg(content):
    )


-def convert_outlook_msg(msg_bytes):
+def convert_outlook_msg(msg_bytes: bytes) -> str:
    """
    Uses the ``msgconvert`` Perl utility to convert an Outlook MS file to
    standard RFC 822 format
@@ -562,13 +591,14 @@ def convert_outlook_msg(msg_bytes):
    os.chdir(tmp_dir)
    with open("sample.msg", "wb") as msg_file:
        msg_file.write(msg_bytes)
+    rfc822_bytes: bytes
    try:
        subprocess.check_call(
            ["msgconvert", "sample.msg"], stdout=null_file, stderr=null_file
        )
        eml_path = "sample.eml"
        with open(eml_path, "rb") as eml_file:
-            rfc822 = eml_file.read()
+            rfc822_bytes = eml_file.read()
    except FileNotFoundError:
        raise EmailParserError(
            "Failed to convert Outlook MSG: msgconvert utility not found"
@@ -577,10 +607,12 @@ def convert_outlook_msg(msg_bytes):
        os.chdir(orig_dir)
        shutil.rmtree(tmp_dir)

-    return rfc822
+    return rfc822_bytes.decode("utf-8", errors="replace")


-def parse_email(data, strip_attachment_payloads=False):
+def parse_email(
+    data: Union[bytes, str], *, strip_attachment_payloads: Optional[bool] = False
+) -> dict[str, Any]:
    """
    A simplified email parser

@@ -595,7 +627,8 @@ def parse_email(data, strip_attachment_payloads=False):
    if isinstance(data, bytes):
        if is_outlook_msg(data):
            data = convert_outlook_msg(data)
-        data = data.decode("utf-8", errors="replace")
+        else:
+            data = data.decode("utf-8", errors="replace")
    parsed_email = mailparser.parse_from_string(data)
    headers = json.loads(parsed_email.headers_json).copy()
    parsed_email = json.loads(parsed_email.mail_json).copy()
--- a/parsedmarc/webhook.py
+++ b/parsedmarc/webhook.py
@@ -1,3 +1,9 @@
+# -*- coding: utf-8 -*-
+
+from __future__ import annotations
+
+from typing import Any, Optional, Union
+
 import requests

 from parsedmarc import logger
@@ -7,7 +13,13 @@ from parsedmarc.constants import USER_AGENT
 class WebhookClient(object):
    """A client for webhooks"""

-    def __init__(self, aggregate_url, forensic_url, smtp_tls_url, timeout=60):
+    def __init__(
+        self,
+        aggregate_url: str,
+        forensic_url: str,
+        smtp_tls_url: str,
+        timeout: Optional[int] = 60,
+    ):
        """
        Initializes the WebhookClient
        Args:
@@ -26,25 +38,27 @@ class WebhookClient(object):
            "Content-Type": "application/json",
        }

-    def save_forensic_report_to_webhook(self, report):
+    def save_forensic_report_to_webhook(self, report: str):
        try:
            self._send_to_webhook(self.forensic_url, report)
        except Exception as error_:
            logger.error("Webhook Error: {0}".format(error_.__str__()))

-    def save_smtp_tls_report_to_webhook(self, report):
+    def save_smtp_tls_report_to_webhook(self, report: str):
        try:
            self._send_to_webhook(self.smtp_tls_url, report)
        except Exception as error_:
            logger.error("Webhook Error: {0}".format(error_.__str__()))

-    def save_aggregate_report_to_webhook(self, report):
+    def save_aggregate_report_to_webhook(self, report: str):
        try:
            self._send_to_webhook(self.aggregate_url, report)
        except Exception as error_:
            logger.error("Webhook Error: {0}".format(error_.__str__()))

-    def _send_to_webhook(self, webhook_url, payload):
+    def _send_to_webhook(
+        self, webhook_url: str, payload: Union[bytes, str, dict[str, Any]]
+    ):
        try:
            self.session.post(webhook_url, data=payload, timeout=self.timeout)
        except Exception as error_:
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -2,6 +2,7 @@
 requires = [
    "hatchling>=1.27.0",
 ]
+requires_python = ">=3.9,<3.14"
 build-backend = "hatchling.build"

 [project]
@@ -28,6 +29,7 @@ classifiers = [
    "Operating System :: OS Independent",
    "Programming Language :: Python :: 3"
 ]
+requires-python = ">=3.9, <3.14"
 dependencies = [
    "azure-identity>=1.8.0",
    "azure-monitor-ingestion>=1.0.0",
@@ -86,11 +88,11 @@ include = [

 [tool.hatch.build]
 exclude = [
-"base_reverse_dns.csv",
-"find_bad_utf8.py",
-"find_unknown_base_reverse_dns.py",
-"unknown_base_reverse_dns.csv",
-"sortmaps.py",
-"README.md",
-"*.bak"
+    "base_reverse_dns.csv",
+    "find_bad_utf8.py",
+    "find_unknown_base_reverse_dns.py",
+    "unknown_base_reverse_dns.csv",
+    "sortmaps.py",
+    "README.md",
+    "*.bak"
 ]
--- a/tests.py
+++ b/tests.py
@@ -1,3 +1,6 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+
 from __future__ import absolute_import, print_function, unicode_literals

 import os
@@ -74,7 +77,7 @@ class Test(unittest.TestCase):
        print()
        file = "samples/extract_report/nice-input.xml"
        print("Testing {0}: ".format(file), end="")
-        xmlout = parsedmarc.extract_report(file)
+        xmlout = parsedmarc.extract_report_from_file_path(file)
        xmlin_file = open("samples/extract_report/nice-input.xml")
        xmlin = xmlin_file.read()
        xmlin_file.close()
Author	SHA1	Message	Date
copilot-swe-agent[bot]	2174f23eb5	Add comprehensive TypedDicts to minimize Any usage in public APIs Co-authored-by: seanthegeek <44679+seanthegeek@users.noreply.github.com>	2025-12-17 22:28:19 +00:00
copilot-swe-agent[bot]	febbb107c4	Fix Python 3.9 compatibility: replace pipe union syntax with Union/Optional Co-authored-by: seanthegeek <44679+seanthegeek@users.noreply.github.com>	2025-12-17 22:18:57 +00:00
copilot-swe-agent[bot]	9a64b494e7	Fix code review issues: incomplete isinstance and variable name mismatch Co-authored-by: seanthegeek <44679+seanthegeek@users.noreply.github.com>	2025-12-17 21:45:21 +00:00
copilot-swe-agent[bot]	e93209c766	Fix function signatures and improve type annotations Co-authored-by: seanthegeek <44679+seanthegeek@users.noreply.github.com>	2025-12-17 21:42:25 +00:00
copilot-swe-agent[bot]	d1c22466be	Replace OrderedDict with dict and add TypedDict definitions Co-authored-by: seanthegeek <44679+seanthegeek@users.noreply.github.com>	2025-12-17 21:36:57 +00:00
copilot-swe-agent[bot]	3d1b2522d3	Initial plan	2025-12-17 21:19:30 +00:00
Sean Whalen	af9ad568ec	Specify Python version requirements in pyproject.toml	2025-12-17 16:18:24 -05:00
Sean Whalen	748164d177	Fix #638	2025-12-17 16:09:26 -05:00
Sean Whalen	487e5e1149	Format on build	2025-12-12 15:56:52 -05:00
Sean Whalen	73010cf964	Use ruff for code formatting	2025-12-12 15:44:46 -05:00
Sean Whalen	a4a5475aa8	Fix another typo before releasing 9.0.5	2025-12-08 15:29:48 -05:00
Sean Whalen	dab78880df	Actual 9.0.5 release Fix typo	2025-12-08 15:26:58 -05:00
Sean Whalen	fb54e3b742	9.0.5 - Fix report type detection bug introduced in `9.0.4` (yanked).	2025-12-08 15:22:02 -05:00
Sean Whalen	6799f10364	9.0.4 Fixes - Fix saving reports to OpenSearch ([#637](https://github.com/domainaware/parsedmarc/issues/637)) - Fix parsing certain DMARC failure/forensic reports - Some fixes to type hints (incomplete, but published as-is due to the above bugs)	2025-12-08 13:26:59 -05:00
Sean Whalen	445c9565a4	Update bug link in docs	2025-12-06 15:05:19 -05:00
Sean Whalen	4b786846ae	Remove Python 3.14 from testing Until cpython bug https://github.com/python/cpython/issues/142307 is fixed	2025-12-05 11:05:29 -05:00
Sean Whalen	23ae563cd8	Update Python version support details in documentation	2025-12-05 10:48:04 -05:00
Sean Whalen	cdd000e675	9.0.3 - Set `requires-python` to `>=3.9, <3.14` to avoid [this bug](https://github.com/python/cpython/issues/142307)	2025-12-05 10:43:28 -05:00
Sean Whalen	7d58abc67b	Add shebang and encoding declaration to tests.py	2025-12-04 10:21:53 -05:00
Sean Whalen	a18ae439de	Fix typo in RHEL version support description in documentation	2025-12-04 10:18:15 -05:00
Sean Whalen	d7061330a8	Use None for blank fields in the Top 1000 Message Sources by Name DMARC Summary dashboard widget	2025-12-03 09:22:33 -05:00
Sean Whalen	9d5654b8ec	Fix bugs with the Top 1000 Message Sources by Name DMARC Summary dashboard widget	2025-12-03 09:14:52 -05:00
Sean Whalen	a0e0070dd0	Bump version to 9.0.2	2025-12-02 20:12:58 -05:00
Sean Whalen	cf3b7f2c29	## 9.0.2 ## Improvements - Type hinting is now used properly across the entire library. (#445) ## Fixes - Decompress report files as needed when passed via the CLI. - Fixed incomplete removal of the ability for `parsedmarc.utils.extract_report` to accept a file path directly in `8.15.0`. ## Breaking changes This version of the library requires consumers to pass certain arguments as keyword-only. Internally, the API uses a bare `*` in the function signature. This is standard per [PEP 3102](https://peps.python.org/pep-3102/) and as documented in the Python Language Reference. .	2025-12-02 19:41:14 -05:00
Sean Whalen	d312522ab7	Enhance type hints and argument formatting in multiple files for improved clarity and consistency	2025-12-02 17:06:57 -05:00
Sean Whalen	888d717476	Enhance type hints and argument formatting in utils.py for improved clarity and consistency	2025-12-02 16:21:30 -05:00
Sean Whalen	1127f65fbb	Enhance type hints and argument formatting in webhook.py for improved clarity and consistency	2025-12-02 15:52:31 -05:00
Sean Whalen	d017dfcddf	Enhance type hints and argument formatting across multiple files for improved clarity and consistency	2025-12-02 15:17:37 -05:00
Sean Whalen	5fae99aacc	Enhance type hints for improved clarity and consistency in __init__.py, elastic.py, and opensearch.py	2025-12-02 14:14:06 -05:00
Sean Whalen	ba57368ac3	Refactor argument formatting and type hints in elastic.py for consistency	2025-12-02 13:13:25 -05:00
Sean Whalen	dc6ee5de98	Add type hints to methods in opensearch.py for improved clarity and type checking	2025-12-02 13:11:59 -05:00
Sean Whalen	158d63d205	Complete annotations on elastic.py	2025-12-02 12:59:03 -05:00
Oscar Mattsson	f1933b906c	Fix 404 link to maxmind docs (#635 )	2025-12-02 09:26:01 -05:00
Anael Mobilia	4b98d795ff	Define minimal Python version on pyproject (#634 )	2025-12-01 20:22:49 -05:00
Sean Whalen	b1356f7dfc	9.0.1 - Allow multiple `records` for the same aggregate DMARC report in Elasticsearch and Opensearch (fixes issue in 9.0.0) - Fix typos	2025-12-01 18:57:23 -05:00
Sean Whalen	1969196e1a	Switch CHANGELOG headers	2025-12-01 18:01:54 -05:00
Sean Whalen	553f15f6a9	Code formatting	2025-12-01 17:24:10 -05:00
Sean Whalen	1fc9f638e2	9.0.0 (#629 ) * Normalize report volumes when a report timespan exceed 24 hours	2025-12-01 17:06:58 -05:00
Sean Whalen	48bff504b4	Fix build script to properly publish docs	2025-12-01 11:08:21 -05:00
Sean Whalen	681b7cbf85	Formatting	2025-12-01 10:56:08 -05:00
Sean Whalen	0922d6e83a	Add supported Python versions to the documentation index	2025-12-01 10:24:19 -05:00
Sean Whalen	baf3f95fb1	Update README with clarification on Python 3.6 support	2025-12-01 10:20:56 -05:00
Anael Mobilia	a51f945305	Clearly define supported Python versions policy (#633 ) * Clearly define supported Python versions. Support policy based on author's comment on https://github.com/domainaware/parsedmarc/pull/458#issuecomment-2002516299 #458 * Compile Python 3.6 as Ubuntu latest run against Ubuntu 24.04 which haven't Python3.6 + 20.04 is no longer available https://raw.githubusercontent.com/actions/python-versions/main/versions-manifest.json * Use latest versions of GH Actions * Silent some technicals GH Actions steps * Elasticsearch / opensearch: use supported versions + align used versions * Delete .github/workflows/python-tests-3.6.yml Drop Python 3.6 test * Update Python 3.6 support status in README --------- Co-authored-by: Sean Whalen <44679+seanthegeek@users.noreply.github.com>	2025-12-01 10:02:47 -05:00
Sean Whalen	55dbf8e3db	Add sources my name table to the Kibana DMARC Summary dashboard This matches the table in the Splunk DMARC Aggregate reports dashboard	2025-11-30 19:44:14 -05:00
Anael Mobilia	00267c9847	Codestyle cleanup (#631 ) * Fix typos * Copyright - Update date * Codestyle xxx is False -> not xxx * Ensure "_find_label_id_for_label" always return str * PEP-8 : apiKey -> api_key + backward compatibility for config files * Duplicate variable initialization * Fix format	2025-11-30 19:13:57 -05:00
Anael Mobilia	51356175e1	Get option on the type described on documentation (#632 )	2025-11-30 19:00:04 -05:00
Anael Mobilia	3be10d30dd	Fix warnings in docker-compose.yml (#630 ) * Fix level=warning msg="...\parsedmarc\docker-compose.yml: the attribute `version` is obsolete, it will be ignored, please remove it to avoid potential confusion" * Fix "Unquoted port mapping not recommended"	2025-11-30 18:59:01 -05:00