This is an automated email from the ASF dual-hosted git repository.
morningman pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new 01b7ed716a00 [blog] Add Doris Summit 2026 recap (#4608)
01b7ed716a00 is described below
commit 01b7ed716a00db174acd4c6ce127ace67cb587d5
Author: Mingyu Chen (Rayner) <[email protected]>
AuthorDate: Thu Nov 12 20:08:02 2026 +0800
[blog] Add Doris Summit 2026 recap (#4608)
Publish the complete English Doris Summit 2026 recap at
`/blog/doris-summit-2026-recap`, authored by Apache Doris · Mingyu Chen
and dated November 11, 2026, with the recap video at the start of the
article.
The article includes four compressed content images, an 1800 × 766
cover, and a local video poster. It preserves the supplied text and
recording links and includes the required metadata, image alt text, and
ASF license header.
The reusable `YouTube` component initially shows the local poster and a
play button. Activation creates the YouTube iframe in place, so the
initial page makes no YouTube requests. The component uses existing
theme tokens, supports keyboard activation and focus transfer, and
provides a direct YouTube link. It adds no dependencies or video
binaries. Registering it in the MDX component map makes it available to
other MDX pages; converting this post to `.mdx` preserves its URL.
## Validation
- Article link lint passed without errors or warnings; external links
were reported without fetching. SEO lint reported no findings.
- Confirmed the original body and publication metadata are preserved and
local image references resolve.
- Development server compiled successfully; the article, cover, and
activated YouTube embed returned HTTP 200.
- Automated local Chrome checks confirmed zero YouTube requests before
activation, keyboard activation and focus transfer, responsive desktop
and mobile layouts, theme token rendering across eight brand themes, and
no page JavaScript errors.
- Inspected desktop and mobile screenshots.
- `git diff --check` passed. No production build was run, following
`doc-tools/HOW-TO-ADD-BLOG.md`.
## Versions
Not applicable: this is a Blog post and a shared MDX component; there
are no versioned documentation content changes.
- [ ] dev
- [ ] 4.x
- [ ] 3.x
- [ ] 2.1 or older (not covered by version/language sync gate)
## Languages
- [ ] Chinese
- [x] English
The request covers the English article only. No translated post or
versioned documentation counterparts are required. The shared component
marks its interface strings for translation through Docusaurus.
## Docs Checklist
- [x] Checked by AI
- [ ] Test Cases Built
- [x] Updated required version and language counterparts, or explained
why not
- [x] If only one language changed, confirmed whether source/translation
counterparts need sync
Validation used static checks and an automated local browser check; no
permanent test files were added. Blog discovery is automatic, and the
article URL is unchanged.
---------
Co-authored-by: morningman <[email protected]>
---
blog/doris-summit-2026-recap.mdx | 125 +++++++++++++++++++++
scripts/i18n/__tests__/fixtures/blog.cjs | 2 +-
src/components/YouTube/index.tsx | 61 ++++++++++
src/components/YouTube/styles.scss | 87 ++++++++++++++
src/theme/MDXComponents.js | 2 +
.../images/blogs/doris-summit-2026-recap/cover.jpg | Bin 0 -> 100195 bytes
.../fig-1-staying-fresh.jpg | Bin 0 -> 97909 bytes
.../fig-2-beyond-tables.jpg | Bin 0 -> 101521 bytes
.../fig-3-agents-and-data.jpg | Bin 0 -> 101810 bytes
.../fig-4-into-production.jpg | Bin 0 -> 100144 bytes
.../blogs/doris-summit-2026-recap/video-poster.jpg | Bin 0 -> 164390 bytes
11 files changed, 276 insertions(+), 1 deletion(-)
diff --git a/blog/doris-summit-2026-recap.mdx b/blog/doris-summit-2026-recap.mdx
new file mode 100644
index 000000000000..1a4bcd959581
--- /dev/null
+++ b/blog/doris-summit-2026-recap.mdx
@@ -0,0 +1,125 @@
+---
+title: 'Doris Summit 2026 Recap: From Real-Time Analytics to Real-Time
Intelligence'
+summary: 'Explore Doris Summit 2026 keynotes and production stories from
HubSpot, Sony Interactive Entertainment, Raiffeisen Bank Romania, and more as
Apache Doris moves toward real-time intelligence.'
+description: 'Doris Summit 2026 recap: Apache Doris 5.0, fresh data,
multimodal analytics, AI agents, and production stories from HubSpot, Sony, and
Raiffeisen Bank Romania.'
+keywords:
+ - 'Doris Summit 2026'
+ - 'Apache Doris 5.0'
+ - 'real-time intelligence'
+ - 'multimodal analytics'
+ - 'AI agents'
+date: '2026-11-11'
+author: 'Apache Doris · Mingyu Chen'
+tags:
+ - 'Top News'
+image: '/images/blogs/doris-summit-2026-recap/cover.jpg'
+---
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements. See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership. The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied. See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+<YouTube
+ videoId="CTsaY5ISK6g"
+ title="Apache Doris Summit 2026 Recap"
+ poster="/images/blogs/doris-summit-2026-recap/video-poster.jpg"
+/>
+
+> Apache Doris, an Apache Software Foundation project, is an open-source
database for real-time analytics and search. Teams commonly use it for
real-time reporting, log analytics, lakehouse queries, and serving data to AI
agents. Doris Summit is the Apache Doris community's global technical
conference, where users, contributors, and partners share how they run Doris in
production and where the technology is going.
+
+*How Apache Doris is moving from real-time analytics to real-time
intelligence: the keynotes mapped out the path, and production stories from
HubSpot, Sony Interactive Entertainment, Raiffeisen Bank Romania, and other
teams made it concrete.*
+
+At HubSpot, Apache Doris powers CRM object analytical queries across 33
clusters worldwide, and **P50 backend query latency has dropped from about 1.8
seconds to about 500 milliseconds**. At Raiffeisen Bank Romania, **AI agents
are already real users of the analytics platform**: they query Doris through
MCP tools, read governed model scores, and then explain risks and recommend
next steps to bank employees. The first example is real-time analytics as it
works today. The second points to [...]
+
+Doris Summit 2026 took place online on October 21–22, with 34 speakers
presenting 31 sessions. The opening keynote started with exactly this shift.
Apache Doris PMC Chair Mingyu Chen described it as a move [from real-time
analytics to real-time
intelligence](https://apache-doris-summit.org/watch/real-time-intelligence).
Real-time analytics helps people see what is happening, faster. Real-time
intelligence goes further: it lets AI continuously access fresh data,
understand multimodal cont [...]
+
+That theme ran through the entire summit. The other five keynotes built on it,
covering how Apache Doris 5.0 keeps results fresh, how it goes beyond tables,
and how agents understand, access, and verify data. The remaining 25 sessions
showed what these directions look like in practice. They came from teams in
CRM, gaming, retail, telecom, banking, insurance, mobility, and online video,
as well as ecosystem partners working on stream processing, lakehouses,
semantic layers, and graph analytics.
+
+**Recordings of all 31 sessions are free to watch on the [Doris Summit 2026
website](https://apache-doris-summit.org/watch).**
+
+## Staying Fresh: Results That Keep Pace with the Business
+
+
+
+Agents need more than fresh source data. They also need metrics and analytical
results that keep up as the business changes. In the [incremental computing
keynote](https://apache-doris-summit.org/watch/incremental-computing), VeloDB
Solutions Architect Shilin Wu pointed out that maintaining these results
through repeated batch refreshes introduces delays and costly recomputation.
The upcoming Apache Doris 5.0 addresses this by **processing only what
changes**. Changelog and Table Stream [...]
+
+User talks showed what fresh results mean in production. At Silpo, part of the
Ukrainian retail group Fozzy Group, each pricing run recomputes about 15
million price cells across roughly 1,500 stores. Data Platform Lead Vitalii
Kalmykov explained that the original calculation, built on SQL Server stored
procedures, took about 10 minutes. With [Doris running the
calculation](https://apache-doris-summit.org/watch/unified-data-platform) and
Temporal orchestrating it, **each run now takes ab [...]
+
+Rumble lets the teams that use the data build their own processing chains. In
[*Growing a Data
Tree*](https://apache-doris-summit.org/watch/trusted-data-products), Jayson
Minard described how Rumble's recommendations team moved from a centralized
ClickHouse warehouse to Doris in compute-storage decoupled mode. The platform
provides trusted base tables, and each team builds its own views and
materialized views on top. It handles **about 10 billion events a month with 91
materialized views [...]
+
+Ishan Harkhani and Parmeetrai Lalwani of Armakuni built a [multi-tenant
marketing attribution
platform](https://apache-doris-summit.org/watch/multi-tenant-platform) for home
services businesses, running all three transformation layers (Bronze, Silver,
and Gold) inside Doris. According to the speakers, **processing time dropped
from hours to minutes**, and customer dashboards now refresh every 10 minutes.
GreenSM, a Vietnamese EV ride-hailing platform, computes its recommendations
ahead o [...]
+
+## Beyond Tables: Agent Context Doesn't Always Fit in a Table
+
+
+
+The context that agents rely on often doesn't sit in neat tables. It includes
customer-defined attributes, logs and text, vectors and images, and the latest
events still in the stream. In the [multimodal lakehouse
keynote](https://apache-doris-summit.org/watch/multimodal-lakehouse), Mingyu
Chen and Lei Xu, co-founder and CTO of LanceDB, showed how **Apache Doris 5.0
extends the lakehouse to multimodal analytics and retrieval**. They started
with how Kuaishou, the Chinese short-video plat [...]
+
+CRM data at [HubSpot](https://apache-doris-summit.org/watch/hubspot) is far
from a neat table. Customers can define their own objects and properties, some
tenants have thousands of properties, about 90% of write traffic is updates,
and queries range from search to analytics that join across objects. Staff
Software Engineer Alvaro Tuso explained how HubSpot **maps arbitrary properties
to typed VARIANT subpaths with inverted indexes**, uses Merge-on-Write to
absorb frequent updates, and sp [...]
+
+Fresh events and historical data also need to be queried together. Apache
Fluss PMC Member Anton Borisov showed how Doris, through the Fluss Catalog, can
query historical data in Apache Paimon and real-time data in Fluss that hasn't
been tiered into the lake yet, [**all in a single SQL
statement**](https://apache-doris-summit.org/watch/fluss-streaming-lakehouse).
**This integration is coming in Apache Doris 5.0.** The talk also covered
prototypes that improve scan and point-lookup perfor [...]
+
+Search can live in the same database, too. Daniel Adayev of Tabsdata used
Doris inverted indexes to [handle event search and analytics
together](https://apache-doris-summit.org/watch/tabsdata-event-search), with
**no separate Elasticsearch cluster to maintain**. Ákos Zalaváry, founder of
Logiqum, used 73 million rows of real logs to compare [several append-only
logging designs](https://apache-doris-summit.org/watch/append-only-logging).
The final design keeps the logs themselves immutabl [...]
+
+## Between Agents and Data: Understand, Access, Verify
+
+
+
+Once the data is fresh and complete, agents still have to use it well. Three
keynotes each took on one part of the problem: how agents understand the
business, how they access the data, and how to tell whether they got it right.
+
+**Understanding the business.** In [*Talk to Your
Data*](https://apache-doris-summit.org/watch/talk-to-your-data), VeloDB
Co-founder Owen Xiao described a three-layer architecture for enterprise
analytics agents. The agent layer handles conversation, planning, and SQL
execution, with support for multi-user collaboration, permissions, and
auditing. **The context layer records schemas, metric definitions, and business
rules in Markdown files** (for example, whether "revenue" means MRR or A [...]
+
+Raiffeisen Bank Romania lets **models produce the numbers and LLMs explain
them**, hence the talk's title: [*ML Decides, LLMs
Explain*](https://apache-doris-summit.org/watch/raiffeisen). Models for churn,
default, fraud, and more are trained and governed separately, and each writes
its scores and drivers into Doris. ARIA, the bank's agentic AI platform, reads
those results through MCP-based tools, uses OpenMetadata as its semantic layer,
and explains them to employees. Alin Nedelcu and A [...]
+
+Other talks approached understanding from different angles. Azhar Izzannada
Elbachtiar's [reference
implementation](https://apache-doris-summit.org/watch/metricflow-on-doris) uses
MetricFlow to compile governed metrics into Doris SQL and returns an answer
only when both freshness and provenance checks pass. It was validated on
billion-scale event data. DatusAI Co-founder Harrison Zhao presented an [open
semantic layer](https://apache-doris-summit.org/watch/open-semantic-layer) for
data a [...]
+
+**Accessing the data.** Getting results out of the database and into the
agent's hands can also become a bottleneck. In [*The Agentic Data
Plane*](https://apache-doris-summit.org/watch/agentic-data-plane), Kevin Shen,
a product manager at VeloDB, and Ian Cook, co-founder and CEO of Columnar,
pointed out that row-by-row conversion and lost type information slow the whole
pipeline down. They split connectivity into two planes. Tools such as MCP and
CLIs form the **control plane**, which de [...]
+
+Agents also query differently from traditional analytics workloads. Ganesh
Kumar noted that **agents send large numbers of highly concurrent, narrow
queries, often with latency budgets under 500 milliseconds**. The talk compared
Amazon Athena, Amazon Redshift Serverless, and Doris, then proposed a reference
architecture with [Doris as the hot data serving
layer](https://apache-doris-summit.org/watch/agent-data-layer). Sijie Han of
AWS demonstrated Amazon Quick agents [querying Doris thro [...]
+
+Because a single agent often acts on behalf of many users, Arpit Jain of MIT
built a [custom access
controller](https://apache-doris-summit.org/watch/custom-access-controller) on
the AccessControllerFactory SPI in Doris, with OpenFGA as the policy engine. It
authorizes each user individually and fails closed when the policy service is
unavailable.
+
+**Verifying the results.** In [*Observe the
Agent*](https://apache-doris-summit.org/watch/observe-the-agent), Apache Doris
Committer Jack Jiang reminded the audience that **an agent can run without a
single error and still give the wrong answer**. The talk introduced
[Litefuse](https://litefuse.ai/), an agent observability and evaluation
platform that is now available. Litefuse is OpenTelemetry-native, compatible
with the Langfuse SDK, and built on Apache Doris. Jack Jiang argued that **
[...]
+
+## Into Production: A Foundation That Stands Up to Real Workloads
+
+
+
+The opening keynote named **production-ready infrastructure** as one of the
core themes of Apache Doris 5.0. Real-time intelligence ultimately has to run
on production systems, and production is where the user talks offered the most
evidence.
+
+At Sony Interactive Entertainment, Staff Software Engineer Derek Bradley is
responsible for analyzing IPFIX traffic at the edge of PlayStation's global
network. The previous in-memory database slowed down on writes and timed out on
queries during anomalies such as DDoS attacks, which is exactly when network
experts need the data most. The new design had to handle ingestion, cleanup,
aggregation, and queries at the same time on limited hardware (some edge sites
have only a single server). [...]
+
+Malawian telecom operator TNM handles about 1.1 billion records a day. James
Mandiza walked through the company's [migration from an Oracle data warehouse
to Doris](https://apache-doris-summit.org/watch/telecom-lakehouse). TNM
deployed Doris 3.1 in compute-storage decoupled mode on a private cloud, kept
its existing Qlik reports, ran the old and new systems side by side for about a
month to reconcile results one business domain at a time, and built a single
unified subscriber profile tha [...]
+
+Turkish insurer HDI Sigorta took a different path. Kazım Cesur explained that
Oracle 19c still handles core transactions, while data flows through GoldenGate
CDC and Kafka into VeloDB, built on Apache Doris, for [real-time
analytics](https://apache-doris-summit.org/watch/ai-ready-data-foundation).
**More than 450 Routine Load jobs run in production**, and AI applications are
the next step for this foundation.
+
+Lessons from operations and ingestion matter just as much. Nilanjan Sarkar of
Tesco shared practices for [running Doris in decoupled
mode](https://apache-doris-summit.org/watch/decoupled-mode-on-aks) on Azure
Kubernetes Service, covering node pool isolation, historical data migration,
and metadata backup and recovery. Shekhar Rajak of Atlassian explained how
[exactly-once
ingestion](https://apache-doris-summit.org/watch/exactly-once-ingestion) works
across three paths: Routine Load, Flin [...]
+
+## What's Next
+
+**Apache Doris 5.0 is coming soon.** Over the next few weeks, we'll publish
deep dives on topics including HubSpot, Apache Fluss, incremental computing,
Sony Interactive Entertainment, Silpo, and Raiffeisen Bank Romania.
+
+Get involved with the community:
+
+- Website: [https://doris.apache.org](https://doris.apache.org)
+- Contribute:
[https://doris.apache.org/community/how-to-contribute/contribute-to-doris](https://doris.apache.org/community/how-to-contribute/contribute-to-doris)
+- GitHub: [github.com/apache/doris](https://github.com/apache/doris)
+- Slack: [doris.apache.org/slack](https://doris.apache.org/slack)
+
+Thanks to all 34 speakers and 27 community partners. Doris Summit 2026 was
organized by VeloDB, with the Apache Software Foundation as Community Partner.
+
+**Watch every session on demand at
[apache-doris-summit.org/watch](https://apache-doris-summit.org/watch). Slides
will be posted on the website as speakers approve them.**
diff --git a/scripts/i18n/__tests__/fixtures/blog.cjs
b/scripts/i18n/__tests__/fixtures/blog.cjs
index 262b981e11af..5a2f394d16ca 100644
--- a/scripts/i18n/__tests__/fixtures/blog.cjs
+++ b/scripts/i18n/__tests__/fixtures/blog.cjs
@@ -15,7 +15,7 @@ async function createBlogFixture(root) {
for (const directory of ['src/theme/BlogListPage',
'src/theme/BlogListItem', 'src/theme/BlogFooter', 'src/theme/BlogLayout',
'src/theme/BlogPostItem/Container',
'src/theme/BlogPostItem/Header/Title', 'src/theme/BlogPostPage/Metadata',
'src/theme/BlogPostPage/StructuredData', 'src/theme/BlogTagsListPage',
'src/theme/BlogTagsPostsPage', 'src/components/PageHeader',
- 'src/components/VersionsDoc'])
+ 'src/components/VersionsDoc', 'src/components/YouTube'])
fs.cpSync(path.join(repo, directory), path.join(root, directory),
{recursive: true});
for (const file of ['src/components/blogs/BlogLanguageNote.tsx',
'src/components/blogs/components/head-blogs.tsx',
'src/utils/blogLocale.ts', 'src/hooks/use-format-date.ts',
'src/theme/BlogPostItem/styles.scss', 'src/scss/_variables.scss',
'src/theme/MDXComponents.js'])
diff --git a/src/components/YouTube/index.tsx b/src/components/YouTube/index.tsx
new file mode 100644
index 000000000000..b6e08a7c6788
--- /dev/null
+++ b/src/components/YouTube/index.tsx
@@ -0,0 +1,61 @@
+import React, {useEffect, useRef, useState} from 'react';
+import {translate} from '@docusaurus/Translate';
+import useBaseUrl from '@docusaurus/useBaseUrl';
+import './styles.scss';
+
+interface YouTubeProps {
+ videoId: string;
+ title: string;
+ poster: string;
+}
+
+export default function YouTube({videoId, title, poster}: YouTubeProps):
JSX.Element {
+ const [playing, setPlaying] = useState(false);
+ const playerRef = useRef<HTMLIFrameElement>(null);
+ const posterUrl = useBaseUrl(poster);
+ const id = encodeURIComponent(videoId);
+
+ useEffect(() => {
+ if (playing) playerRef.current?.focus();
+ }, [playing]);
+
+ return (
+ <figure className="doris-youtube">
+ <div className="doris-youtube__frame">
+ {playing ? (
+ <iframe
+ ref={playerRef}
+ className="doris-youtube__player"
+
src={`https://www.youtube-nocookie.com/embed/${id}?autoplay=1&playsinline=1`}
+ title={title}
+ width="960"
+ height="540"
+ referrerPolicy="strict-origin-when-cross-origin"
+ allow="autoplay; encrypted-media; picture-in-picture;
fullscreen"
+ allowFullScreen
+ />
+ ) : (
+ <button
+ type="button"
+ className="doris-youtube__preview"
+ aria-label={translate({id: 'youtube.play', message:
'Play video: {title}'}, {title})}
+ onClick={() => setPlaying(true)}
+ >
+ <img className="doris-youtube__poster" src={posterUrl}
alt="" width="1920" height="1080" loading="lazy" decoding="async" />
+ <span className="doris-youtube__play"
aria-hidden="true">
+ <svg width="28" height="28" viewBox="0 0 24 24"
fill="currentColor">
+ <path d="M8 5v14l11-7z" />
+ </svg>
+ </span>
+ </button>
+ )}
+ </div>
+ <figcaption className="doris-youtube__caption">
+ <span>{title}</span>
+ <a href={`https://www.youtube.com/watch?v=${id}`}
target="_blank" rel="noopener noreferrer">
+ {translate({id: 'youtube.watch', message: 'Watch on
YouTube'})} <span aria-hidden="true">↗</span>
+ </a>
+ </figcaption>
+ </figure>
+ );
+}
diff --git a/src/components/YouTube/styles.scss
b/src/components/YouTube/styles.scss
new file mode 100644
index 000000000000..7bf6674ca6fe
--- /dev/null
+++ b/src/components/YouTube/styles.scss
@@ -0,0 +1,87 @@
+.doris-youtube {
+ margin: 0 0 2rem;
+ overflow: hidden;
+ border: 1px solid var(--brand-border-soft);
+ border-radius: 12px;
+ background: var(--brand-paper);
+
+ &__frame {
+ position: relative;
+ width: 100%;
+ aspect-ratio: 16 / 9;
+ min-height: 200px;
+ background: var(--brand-ink);
+ }
+
+ &__preview,
+ &__poster,
+ &__player {
+ position: absolute;
+ inset: 0;
+ display: block;
+ width: 100%;
+ height: 100%;
+ margin: 0;
+ border: 0;
+ }
+
+ &__preview {
+ display: grid;
+ place-items: center;
+ padding: 0;
+ background: transparent;
+ cursor: pointer;
+
+ &:focus-visible {
+ outline: 3px solid var(--brand-accent);
+ outline-offset: -5px;
+ }
+ }
+
+ &__poster {
+ object-fit: contain;
+ }
+
+ &__play {
+ position: relative;
+ display: grid;
+ place-items: center;
+ width: 72px;
+ height: 72px;
+ border-radius: 50%;
+ color: var(--brand-ink);
+ background: var(--brand-cream-light);
+ box-shadow: 0 4px 24px var(--global-shadow-primary);
+ transition: transform 150ms ease;
+
+ svg {
+ margin-left: 3px;
+ }
+ }
+
+ &__preview:hover &__play,
+ &__preview:focus-visible &__play {
+ transform: scale(1.08);
+ }
+
+ &__caption {
+ display: flex;
+ flex-wrap: wrap;
+ align-items: center;
+ justify-content: space-between;
+ gap: 0.5rem 1rem;
+ padding: 0.875rem 1rem;
+ color: var(--brand-ink);
+ font-size: 0.875rem;
+
+ a {
+ white-space: nowrap;
+ }
+ }
+}
+
+@media (prefers-reduced-motion: reduce) {
+ .doris-youtube__play {
+ transition: none;
+ }
+}
diff --git a/src/theme/MDXComponents.js b/src/theme/MDXComponents.js
index 08ddfaee0252..c73c6b8d6cfe 100644
--- a/src/theme/MDXComponents.js
+++ b/src/theme/MDXComponents.js
@@ -2,10 +2,12 @@
import MDXComponents from '@theme-original/MDXComponents';
import VersionsDoc from '@site/src/components/VersionsDoc';
import LocalizedLink from '@site/src/components/home-next/LocalizedLink';
+import YouTube from '@site/src/components/YouTube';
export default {
// 复用默认的映射
...MDXComponents,
a: LocalizedLink,
version: VersionsDoc,
+ YouTube,
};
diff --git a/static/images/blogs/doris-summit-2026-recap/cover.jpg
b/static/images/blogs/doris-summit-2026-recap/cover.jpg
new file mode 100644
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diff --git
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diff --git
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diff --git
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