Show the code
---
title: Topic Date Check
description: This report simply checks the last day we saw messages by topic.
date: 2025-10-12
---{'title': 'Max Date per Topic', 'refresh': 'daily'}Topic Date Check
This report simply checks the last day we saw messages on the bus for the data we’ve consumed. This is used mostly to validate if systems are reporting OK.
Show the code
import os
import re
import pandas as pd
from datetime import datetime, timedeltaShow the code
# @replace DATA_SOURCES
DATA_SOURCES = {"datagrepper-raw": "/home/jovyan/work/bus2parquet/output"}
parquet_dir = DATA_SOURCES["datagrepper-raw"]Show the code
max_date_per_topic = {}
pattern = re.compile(r"fedora-(\d{8})\.parquet$")
# cutoff date (90 days ago)
cutoff = datetime.now().date() - timedelta(days=90)
for fname in sorted(os.listdir(parquet_dir)):
match = pattern.match(fname)
if not match:
continue
# extract date from filename
file_date = pd.to_datetime(match.group(1), format="%Y%m%d").date()
# skip if older than 90 days
if file_date < cutoff:
continue
file_path = os.path.join(parquet_dir, fname)
try:
df = pd.read_parquet(file_path, columns=["topic"])
except Exception:
continue
for topic in df["topic"].dropna().unique():
prev = max_date_per_topic.get(topic)
if prev is None or file_date > prev:
max_date_per_topic[topic] = file_dateShow the code
df_max = pd.DataFrame([
{"topic": t, "max_date": d}
for t, d in max_date_per_topic.items()
])
df_max = df_max.sort_values("max_date", ascending=False).reset_index(drop=True)
df_max_filtered = df_max[~df_max['topic'].str.startswith("org.centos")].reset_index(drop=True)Show the code
pd.set_option('display.max_rows', None)
pd.set_option('display.max_colwidth', None)
pd.set_option('display.width', None)
print(df_max_filtered.to_string(index=False)) topic max_date
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org.fedoraproject.prod.koschei.package.state.change 2025-10-01
org.fedoraproject.prod.github.projects_v2_item 2025-10-01
org.fedoraproject.prod.coreos.build.request.ostree-import 2025-10-01
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org.release-monitoring.prod.anitya.project.version.remove.v2 2025-09-30
org.fedoraproject.prod.discourse.solved.unaccepted_solution 2025-09-30
org.fedoraproject.prod.discourse.topic.topic_visible_status_updated 2025-09-30
org.fedoraproject.prod.bodhi.update.request.unpush 2025-09-30
org.fedoraproject.prod.fedora_image_uploader.published.v1.container.rawhide.fedora-minimal 2025-09-30
org.fedoraproject.prod.github.repository_vulnerability_alert 2025-09-30
org.fedoraproject.prod.github.dependabot_alert 2025-09-30
org.fedoraproject.prod.forgejo.issues 2025-09-30
org.fedoraproject.prod.bodhi.buildroot_override.untag 2025-09-30
org.fedoraproject.prod.pagure.git.branch.deletion 2025-09-30
org.fedoraproject.prod.discourse.post.post_recovered 2025-09-30
io.pagure.prod.pagure.project.user.added 2025-09-30
org.fedoraproject.prod.mirrormanager.host.added.v2 2025-09-30
io.pagure.prod.pagure.issue.assigned.reset 2025-09-30
org.fedoraproject.prod.mirrormanager.host.added 2025-09-30
org.fedoraproject.prod.github.label 2025-09-30
org.fedoraproject.prod.pagure.pull-request.reopened 2025-09-30
org.fedoraproject.prod.forgejo.push 2025-09-30
org.fedoraproject.prod.bodhi.update.request.revoke 2025-09-29
org.fedoraproject.prod.discourse.topic.topic_recovered 2025-09-29
org.fedoraproject.prod.discourse.topic.topic_destroyed 2025-09-29
org.fedoraproject.prod.github.commit_comment 2025-09-29
org.release-monitoring.prod.anitya.project.remove 2025-09-29
org.fedoraproject.prod.fedocal.meeting.new 2025-09-29
io.pagure.prod.pagure.pull-request.comment.edited 2025-09-29
org.release-monitoring.prod.anitya.project.map.remove 2025-09-29
org.fedoraproject.prod.github.repository 2025-09-29
org.fedoraproject.prod.pagure.project.edit 2025-09-29
org.fedoraproject.prod.fmn.rule.update.v1 2025-09-28
org.fedoraproject.prod.pagure.project.group.removed 2025-09-27
org.fedoraproject.prod.openqa.job.cancel 2025-09-26
org.fedoraproject.prod.discourse.topic.topic_pinned_status_updated 2025-09-26
io.pagure.prod.pagure.issue.dependency.added 2025-09-26
org.fedoraproject.prod.fedora_image_uploader.published.v1.aws.eln.BaseOS.x86_64 2025-09-26
org.fedoraproject.prod.fedora_image_uploader.published.v1.gcp.eln.BaseOS.aarch64 2025-09-26
org.fedoraproject.prod.fedora_image_uploader.published.v1.gcp.eln.BaseOS.x86_64 2025-09-26
org.fedoraproject.prod.fedora_image_uploader.published.v1.azure.eln.BaseOS.aarch64 2025-09-26
org.fedoraproject.prod.fedora_image_uploader.published.v1.azure.eln.BaseOS.x86_64 2025-09-26
org.fedoraproject.prod.fedora_image_uploader.published.v1.aws.eln.BaseOS.aarch64 2025-09-26
org.fedoraproject.prod.github.meta 2025-09-25
org.fedoraproject.prod.fedocal.meeting.delete 2025-09-25
org.fedoraproject.prod.github.repository_ruleset 2025-09-25
org.fedoraproject.prod.github.ping 2025-09-25
org.release-monitoring.prod.anitya.distro.add 2025-09-24
org.fedoraproject.prod.pungi.compose.createiso.imagefail 2025-09-24
org.fedoraproject.prod.fmn.rule.delete.v1 2025-09-24
org.fedoraproject.prod.pagure.project.user.access.updated 2025-09-24
org.fedoraproject.prod.badges.person.login.first 2025-09-24
org.fedoraproject.prod.github.gollum 2025-09-22
io.pagure.prod.pagure.project.tag.edited 2025-09-22
io.pagure.prod.pagure.pull-request.assigned.added 2025-09-16
io.pagure.prod.pagure.request.assigned.added 2025-09-16
io.pagure.prod.pagure.pull-request.reopened 2025-09-16
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org.fedoraproject.prod.mirrormanager.host.deleted 2025-09-15
org.fedoraproject.prod.mirrormanager.host.deleted.v2 2025-09-15
org.fedoraproject.prod.github.secret_scanning_alert_location 2025-09-15
org.fedoraproject.prod.github.secret_scanning_alert 2025-09-15
org.fedoraproject.prod.bodhi.update.eject 2025-09-13
org.fedoraproject.prod.openqa.comment.delete 2025-09-12
org.fedoraproject.prod.fedora_image_uploader.published.v1.aws.beta.Cloud_Base.aarch64 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.aws.beta.Cloud_Base.x86_64 2025-09-11
org.fedoraproject.prod.github.public 2025-09-11
org.fedoraproject.prod.pagure.git.tag.creation 2025-09-11
org.fedoraproject.prod.compose.f43.rsync.complete 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.azure.beta.Cloud_Base.x86_64 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.azure.beta.Cloud_Base.aarch64 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.gcp.beta.Cloud_Base.x86_64 2025-09-11
org.fedoraproject.prod.compose.f43.complete 2025-09-11
org.fedoraproject.prod.compose.f43.rsync.start 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.gcp.beta.Cloud_Base.aarch64 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.container.beta.fedora 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.container.beta.fedora-minimal 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.container.beta.fedora-toolbox 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.container.beta.fedora-kinoite 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.container.beta.fedora-budgie-atomic 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.container.beta.fedora-sway-atomic 2025-09-11
org.fedoraproject.prod.fedora_image_uploader.published.v1.container.beta.fedora-silverblue 2025-09-11
io.pagure.prod.pagure.pull-request.tag.removed 2025-09-10
org.fedoraproject.prod.compose.f43.start 2025-09-10
org.fedoraproject.prod.github.projects_v2 2025-09-09
org.fedoraproject.prod.github.security_and_analysis 2025-09-09
org.fedoraproject.prod.fedocal.meeting.update 2025-09-09
org.fedoraproject.prod.github.org_block 2025-09-08
org.fedoraproject.prod.github.repository_advisory 2025-09-04
io.pagure.prod.pagure.issue.dependency.removed 2025-09-03
io.pagure.prod.pagure.issue.drop 2025-09-01
io.pagure.prod.pagure.project.user.removed 2025-09-01
org.fedoraproject.prod.forgejo.pull_request 2025-08-29
org.fedoraproject.prod.forgejo.create 2025-08-29
org.fedoraproject.prod.forgejo.fork 2025-08-29
org.fedoraproject.prod.bodhi.update.request.obsolete 2025-08-26
org.fedoraproject.prod.github.repository_import 2025-08-26
org.fedoraproject.prod.forgejo.delete 2025-08-20
org.fedoraproject.prod.mdapi.repo.update 2025-08-20
org.fedoraproject.prod.mirrormanager.site.deleted.v2 2025-08-20
org.fedoraproject.prod.mirrormanager.site.deleted 2025-08-20
io.pagure.prod.pagure.project.edit 2025-08-13
org.fedoraproject.prod.pagure.pull-request.tag.removed 2025-08-13
io.pagure.prod.pagure.group.edit 2025-08-13
org.fedoraproject.prod.pagure.pull-request.tag.added 2025-08-13
org.fedoraproject.prod.kerneltest.release.new 2025-08-12
org.fedoraproject.prod.kerneltest.release.edit 2025-08-12
org.fedoraproject.prod.pagure.project.tag.edited 2025-08-07
io.pagure.prod.pagure.project.user.access.updated 2025-08-06
org.fedoraproject.prod.openqa.comment.update 2025-07-24
org.fedoraproject.prod.pungi.compose.fail.to.start 2025-07-22
io.pagure.prod.pagure.project.new 2025-07-22
org.fedoraproject.prod.forgejo.wiki 2025-07-21
io.pagure.prod.pagure.git.branch.deletion 2025-07-16
org.fedoraproject.prod.pagure.git.tag.deletion 2025-07-12