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kgyrtkirk pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/druid.git


The following commit(s) were added to refs/heads/master by this push:
     new 63ddae805a6 ci: maven cache diet; static checks re-homed; pre-pull and 
retries purged (#20734)
63ddae805a6 is described below

commit 63ddae805a6a386ecab857c43869d59e46098e50
Author: Zoltan Haindrich <[email protected]>
AuthorDate: Thu Oct 29 08:24:56 2026 +0100

    ci: maven cache diet; static checks re-homed; pre-pull and retries purged 
(#20734)
---
 .github/scripts/dir_manifest                | 64 ++++++++++++++++++++++++++
 .github/scripts/openrewrite.sh              |  2 +-
 .github/scripts/packaging-check.sh          | 21 +++------
 .github/scripts/static-checks-maven.sh      | 14 +-----
 .github/scripts/strict-compilation.sh       |  2 +-
 .github/workflows/ci.yml                    | 19 ++++++++
 .github/workflows/docker-tests.yml          |  7 +--
 .github/workflows/static-checks.yml         | 19 --------
 .github/workflows/worker.yml                | 70 ++++++++++-------------------
 .mvn/maven.config                           |  1 +
 AGENTS.md                                   | 10 ++---
 embedded-tests/pom.xml                      |  6 ---
 extensions-core/avro-extensions/pom.xml     |  7 ---
 extensions-core/protobuf-extensions/pom.xml |  7 ---
 pom.xml                                     |  8 ++--
 quidem-ut/pom.xml                           |  4 --
 16 files changed, 129 insertions(+), 132 deletions(-)

diff --git a/.github/scripts/dir_manifest b/.github/scripts/dir_manifest
new file mode 100755
index 00000000000..35f79f22d93
--- /dev/null
+++ b/.github/scripts/dir_manifest
@@ -0,0 +1,64 @@
+#!/bin/bash
+
+# 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.
+
+# Writes a "<path>\t<size>" manifest of every file under <dir> to <out>; a 
missing <dir> yields an empty manifest.
+# Given <prev>, an earlier manifest, also reports files added and removed 
since; a file whose size changed counts as both.
+# With -a <marker>, also writes <out> with suffix -dormant.txt: files not 
accessed (atime) since <marker> was modified.
+#
+# Usage: dir_manifest [-a <marker>] <dir> <out> [<prev>]
+
+set -eu
+
+MARKER=
+if [ "${1:-}" = "-a" ]; then
+  MARKER=$2
+  shift 2
+fi
+
+DIR=$1
+OUT=$2
+PREV=${3:-}
+
+export LC_ALL=C
+
+list() {
+  if [ -d "$DIR" ]; then
+    find "$DIR" -type f "$@" -printf '%P\t%s\n' | sort
+  fi
+}
+
+mkdir -p "$(dirname "$OUT")"
+list > "$OUT"
+
+summarize() {
+  awk -F'\t' -v label="$1" '{ n++; s += $2 } END { printf "%s %8d files  ฮฃ 
%10.1f MB\n", label, n, s / 1048576 }'
+}
+
+if [ -n "$PREV" ]; then
+  summarize "๐Ÿ“ before " < "$PREV"
+  summarize "๐Ÿ“ after  " < "$OUT"
+  comm -13 "$PREV" "$OUT" | summarize "โž• added  "
+  comm -23 "$PREV" "$OUT" | summarize "โž– removed"
+else
+  summarize "๐Ÿ“ total  " < "$OUT"
+fi
+
+if [ -n "$MARKER" ]; then
+  DORMANT=${OUT%.txt}-dormant.txt
+  comm -23 "$OUT" <(list -anewer "$MARKER") > "$DORMANT"
+  summarize "๐Ÿ’ค dormant" < "$DORMANT"
+fi
diff --git a/.github/scripts/openrewrite.sh b/.github/scripts/openrewrite.sh
index c0ab967ea55..cefd452ab66 100755
--- a/.github/scripts/openrewrite.sh
+++ b/.github/scripts/openrewrite.sh
@@ -21,6 +21,6 @@ set -x
 export MAVEN_OPTS=-Xmx8g
 
 echo 'Running Maven install...'
-./mvnw -B clean install -q -ff -pl '!distribution' -P skip-tests 
-Dweb.console.skip=true -T1C
+./mvnw -B install -q -ff -pl '!distribution' -P skip-tests 
-Dweb.console.skip=true -Dcyclonedx.skip
 
 ./mvnw -B rewrite:dryRun -Dweb.console.skip=true
diff --git a/.github/scripts/packaging-check.sh 
b/.github/scripts/packaging-check.sh
index 2f5204aafc0..34584f57c8b 100755
--- a/.github/scripts/packaging-check.sh
+++ b/.github/scripts/packaging-check.sh
@@ -19,17 +19,10 @@ set -e
 set -x
 
 ./.github/scripts/setup_generate_license.sh
-# This job is the single place in CI that validates everything a release build
-# produces: javadoc and source jars, the binary and source distribution
-# assemblies, and the license dependency reports. The apache-release profile is
-# enabled here so that the Docker test job only needs to build the binary
-# tarball. GPG signing and the OWASP dependency check are skipped as they are 
not
-# meaningful in CI. RAT is not run here: apache-rat-plugin is not safe to run 
in
-# a parallel (-T) build, so the single-threaded RAT pass in 
static-checks-maven.sh
-# covers it instead.
-./mvnw -B clean install -Papache-release --fail-at-end \
-  -pl '!benchmarks, !distribution' -P skip-tests -Dweb.console.skip=false -T1C 
\
-  -Dgpg.skip -Ddependency-check.skip
-./mvnw -B install -Papache-release -Pdist -Pbundle-contrib-exts --fail-at-end \
-  -pl 'distribution' -P skip-tests -Dweb.console.skip=false -T1C \
-  -Dgpg.skip -Ddependency-check.skip
+CODE_CHECKS_SKIP="-Dcheckstyle.skip -Dpmd.skip -Dforbiddenapis.skip 
-Danimal.sniffer.skip"
+./mvnw -B install -Papache-release -Prat --fail-at-end \
+  -pl '!benchmarks, !distribution' -P skip-tests -Dweb.console.skip=false \
+  -Dgpg.skip -Ddependency-check.skip $CODE_CHECKS_SKIP
+./mvnw -B install -Papache-release -Prat -Pdist -Pbundle-contrib-exts 
--fail-at-end \
+  -pl 'distribution' -P skip-tests -Dweb.console.skip=false \
+  -Dgpg.skip -Ddependency-check.skip $CODE_CHECKS_SKIP
diff --git a/.github/scripts/static-checks-maven.sh 
b/.github/scripts/static-checks-maven.sh
index b50e03dedef..fdb5f2524a4 100755
--- a/.github/scripts/static-checks-maven.sh
+++ b/.github/scripts/static-checks-maven.sh
@@ -19,21 +19,11 @@ set -e
 set -x
 
 echo 'Running Maven install...'
-./mvnw -B clean install -q -ff -pl '!distribution' -P skip-tests 
-Dweb.console.skip=true -Dmaven.javadoc.skip=true -T1C
+./mvnw -B install -q -ff -pl '!distribution' -P skip-tests 
-Dweb.console.skip=true -Dmaven.javadoc.skip=true -Dcyclonedx.skip
 
 ./mvnw -B checkstyle:checkstyle --fail-at-end
 
-# Repo-wide RAT check. This is the only RAT pass in CI. It must run without -T:
-# apache-rat-plugin 0.17+ shares per-run state across modules, so parallel runs
-# can drop configured excludes or throw NPEs (RAT-553, fixed upstream by 
RAT-573).
-./mvnw -B apache-rat:check -Prat --fail-at-end \
-  
-Dorg.slf4j.simpleLogger.log.org.apache.maven.cli.transfer.Slf4jMavenTransferListener=warn
 \
-  -Drat.consoleOutput=true
-
-# The license dependency reports and check-licenses.py that used to run via
-# license_checks_script.sh are covered by the packaging-check job, which builds
-# the distribution with the apache-release profile. Not repeated here.
-# ./.github/scripts/license_checks_script.sh
+./mvnw -B apache-rat:check -Prat --fail-at-end -Drat.consoleOutput=true
 
 ./.github/scripts/analyze_dependencies_script.sh
 
diff --git a/.github/scripts/strict-compilation.sh 
b/.github/scripts/strict-compilation.sh
index ab6cc40420c..05ad6c5e09f 100755
--- a/.github/scripts/strict-compilation.sh
+++ b/.github/scripts/strict-compilation.sh
@@ -18,4 +18,4 @@
 set -e
 set -x
 
-./mvnw -B clean -DstrictCompile test-compile --fail-at-end -P skip-tests 
-Dweb.console.skip=true -T1C
+./mvnw -B -DstrictCompile test-compile --fail-at-end -P skip-tests 
-Dweb.console.skip=true
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 50f9eba512d..d3f8b8b5d72 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -62,3 +62,22 @@ jobs:
       script: .github/scripts/run_unit-tests ${{ matrix.args }} 
-Dmaven.test.failure.ignore=true
       key: ${{ matrix.name }}
       artifact_prefix: "unit-test-reports-jdk25"
+
+  static-checks-maven:
+    uses: ./.github/workflows/worker.yml
+    with:
+      script: .github/scripts/static-checks-maven.sh
+      key: "static-checks-maven"
+
+  strict-compilation:
+    uses: ./.github/workflows/worker.yml
+    with:
+      script: .github/scripts/strict-compilation.sh
+      key: "strict-compilation"
+
+  openrewrite:
+    uses: ./.github/workflows/worker.yml
+    with:
+      script: .github/scripts/openrewrite.sh
+      key: "openrewrite"
+      artifact_prefix: "openrewrite-patch"
diff --git a/.github/workflows/docker-tests.yml 
b/.github/workflows/docker-tests.yml
index 0da464c489c..42dc213405b 100644
--- a/.github/workflows/docker-tests.yml
+++ b/.github/workflows/docker-tests.yml
@@ -33,17 +33,14 @@ jobs:
           cache: 'maven'
       - name: Build the Druid distribution for the Docker image
         # Build only what the Docker image needs: the binary distribution 
tarball.
-        # Release-only work (javadoc and source jars, source-release assembly,
-        # license dependency reports) and the static checks are validated by 
the
-        # Static Checks CI workflow (packaging-check and static-checks-maven), 
so
-        # they are skipped here. Same flags as the builder stage in
+        # Release-only work and static checks are skipped. Same flags as the 
builder stage in
         # distribution/docker/Dockerfile. This also installs every reactor 
module
         # into the local Maven repository, which run_docker-tests relies on.
         # benchmarks is excluded: nothing in the distribution or the Docker 
tests
         # depends on it. The web console assets are skipped too: no Docker test
         # uses the console, the router tolerates the missing assets, and the
         # console is fully built and packaged by packaging-check on every 
commit.
-        run: ./mvnw -B -T1C clean install -pl '!benchmarks' 
-Pdist,bundle-contrib-exts,skip-static-checks,skip-tests -Dweb.console.skip=true
+        run: ./mvnw -B clean install -pl '!benchmarks' 
-Pdist,bundle-contrib-exts,skip-static-checks,skip-tests -Dweb.console.skip=true
       - name: Build the Docker image
         run: |
           set -o pipefail
diff --git a/.github/workflows/static-checks.yml 
b/.github/workflows/static-checks.yml
index c8dddd98a0b..11dcac39a38 100644
--- a/.github/workflows/static-checks.yml
+++ b/.github/workflows/static-checks.yml
@@ -42,25 +42,6 @@ jobs:
       jdk: ${{ matrix.jdk }}
       key: "packaging-check-jdk${{ matrix.jdk }}"
 
-  static-checks-maven:
-    uses: ./.github/workflows/worker.yml
-    with:
-      script: .github/scripts/static-checks-maven.sh
-      key: "static-checks-maven"
-
-  strict-compilation:
-    uses: ./.github/workflows/worker.yml
-    with:
-      script: .github/scripts/strict-compilation.sh
-      key: "strict-compilation"
-
-  openrewrite:
-    uses: ./.github/workflows/worker.yml
-    with:
-      script: .github/scripts/openrewrite.sh
-      key: "openrewrite"
-      artifact_prefix: "openrewrite-patch"
-
   web-checks:
     uses: ./.github/workflows/worker.yml
     with:
diff --git a/.github/workflows/worker.yml b/.github/workflows/worker.yml
index 31e55df23ff..795f271186c 100644
--- a/.github/workflows/worker.yml
+++ b/.github/workflows/worker.yml
@@ -61,78 +61,42 @@ jobs:
     runs-on: ubuntu-24.04
     if: ${{ inputs.execute }}
     steps:
-      - name: Checkout repository
+      - name: ๐Ÿ“ฅ checkout
         uses: actions/checkout@v7
         with:
           fetch-depth: 500
 
-      - uses: actions/setup-java@v6
+      - name: โ˜• JDK ${{ inputs.jdk }} + .m2 cache
+        uses: actions/setup-java@v6
         with:
           distribution: 'zulu'
           java-version: ${{ inputs.jdk }}
           cache: 'maven'
 
-      # Keep parent-POM resolution separate and before the worker script so 
transient
-      # Maven Central failures are retried before job-specific build or test 
work starts.
-      - name: Resolve Apache parent POM
+      - name: ๐Ÿ“ธ .m2 snapshot
         run: |
-          set -eu
-          for attempt in 1 2 3; do
-            if ./mvnw -B -U -N validate -Pskip-static-checks 
-Dweb.console.skip=true; then
-              exit 0
-            fi
-            if [ "$attempt" -eq 3 ]; then
-              exit 1
-            fi
-            echo "::warning ::Maven parent resolution failed (attempt 
$attempt); retrying in 10s"
-            sleep 10
-          done
+          ./.github/scripts/dir_manifest ~/.m2/repository 
target/ci-debug/m2-before.txt
+          touch "$RUNNER_TEMP/m2-marker"
 
-      - name: Download required artifacts
+      - name: ๐Ÿ“ฆ fetch artifacts
         if: ${{ inputs.artifacts_to_download != '' }}
         uses: actions/download-artifact@v8
         with:
           pattern: ${{ inputs.artifacts_to_download }}
           merge-multiple: true
 
-      - name: Prepare GITHUB_ENV
+      - name: โš™๏ธ env + JVM diagnostics
         run: |
           set -x
           ./.github/scripts/setup_test_profiling_env.sh ${{ inputs.jdk }} 
run_id=$GITHUB_RUN_ID run_number=$GITHUB_RUN_NUMBER 
run_attempt=$GITHUB_RUN_ATTEMPT key=${{ inputs.key }} 
event_ref=$GITHUB_EVENT_REF run_url=$GITHUB_RUN_URL >> $GITHUB_ENV
           echo "HASH=$(echo -n "${{ inputs.key }}" | sha256sum | cut -c-8)" >> 
$GITHUB_ENV
           ./.github/scripts/collect_jvm_diagnostics &
 
-      - name: Pre-pull Testcontainers images for unit tests
-        if: ${{ contains(inputs.script, 'run_unit-tests') }}
-        run: |
-          set -eu
-          images=(
-            apache/kafka:4.2.0
-            postgres:16-alpine
-            rustfs/rustfs:1.0.0
-            hashicorp/consul:1.18
-            tabulario/iceberg-rest:1.6.0
-            localstack/localstack:4.13.1
-            mcr.microsoft.com/azure-storage/azurite:3.35.0
-            osixia/openldap:1.5.0
-            rancher/k3s:v1.35.0-k3s1
-          )
-          for image in "${images[@]}"; do
-            for attempt in 1 2 3; do
-              if docker pull --quiet "$image"; then
-                break
-              fi
-              echo "::warning ::docker pull $image failed (attempt $attempt); 
retrying in 10s"
-              sleep 10
-            done
-          done
-        timeout-minutes: 10
-
-      - name: 'Execute: ${{ inputs.script }}'
+      - name: 'โšก ${{ inputs.script }}'
         run: ${{ inputs.script }}
         timeout-minutes: 60
 
-      - name: Publish Test Report
+      - name: ๐Ÿงพ test report
         if: ${{ hashFiles('**/TEST-*.xml') != '' }}
         uses: mikepenz/action-junit-report@v6
         env:
@@ -148,7 +112,19 @@ jobs:
           truncate_stack_traces: false
           job_summary: false
 
-      - name: Upload artifact
+      - name: ๐Ÿ“Š .m2 diff โ† build
+        if: ${{ always() }}
+        run: ./.github/scripts/dir_manifest -a "$RUNNER_TEMP/m2-marker" 
~/.m2/repository target/ci-debug/m2-build.txt target/ci-debug/m2-before.txt
+
+      - name: ๐Ÿ—‘๏ธ .m2 purge org/apache/druid
+        if: ${{ always() }}
+        run: rm -rf ~/.m2/repository/org/apache/druid
+
+      - name: ๐Ÿ“Š .m2 diff โ† cache
+        if: ${{ always() }}
+        run: ./.github/scripts/dir_manifest ~/.m2/repository 
target/ci-debug/m2-after.txt target/ci-debug/m2-before.txt
+
+      - name: ๐Ÿ“ค upload artifact
         uses: actions/upload-artifact@v7
         if: ${{ failure() || inputs.artifact_prefix != '' }}
         with:
diff --git a/.mvn/maven.config b/.mvn/maven.config
new file mode 100644
index 00000000000..698df0fd6e5
--- /dev/null
+++ b/.mvn/maven.config
@@ -0,0 +1 @@
+-Daether.remoteRepositoryFilter.prefixes=false
diff --git a/AGENTS.md b/AGENTS.md
index 1b18a79fe0f..5a24e570e26 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -69,16 +69,16 @@ When adding or migrating tests, reuse these existing 
test-scope helpers:
 
 ## Running Tests
 
-Use these flags for faster tests: `-Pskip-static-checks 
-Dweb.console.skip=true -T1C`
+Use these flags for faster tests: `-Pskip-static-checks 
-Dweb.console.skip=true`
 
 **Single test method:**
 ```
-mvn test -pl sql -am 
-Dtest="org.apache.druid.sql.calcite.CalciteQueryTest#testFoo" 
-Dsurefire.failIfNoSpecifiedTests=false -Pskip-static-checks 
-Dweb.console.skip=true -T1C
+mvn test -pl sql -am 
-Dtest="org.apache.druid.sql.calcite.CalciteQueryTest#testFoo" 
-Dsurefire.failIfNoSpecifiedTests=false -Pskip-static-checks 
-Dweb.console.skip=true
 ```
 
 **All tests in a package:**
 ```
-mvn test -pl sql -am -Dtest="org.apache.druid.sql.**" 
-Dsurefire.failIfNoSpecifiedTests=false -Pskip-static-checks 
-Dweb.console.skip=true -T1C
+mvn test -pl sql -am -Dtest="org.apache.druid.sql.**" 
-Dsurefire.failIfNoSpecifiedTests=false -Pskip-static-checks 
-Dweb.console.skip=true
 ```
 
 **Quidem (.iq) tests:**
@@ -86,13 +86,13 @@ mvn test -pl sql -am -Dtest="org.apache.druid.sql.**" 
-Dsurefire.failIfNoSpecifi
 To run `sql/src/test/quidem/org.apache.druid.quidem.SqlQuidemTest/numMerge.iq`:
 
 ```
-mvn test -pl sql -am -Dtest="org.apache.druid.quidem.SqlQuidemTest" 
-Dquidem.filter=numMerge -Dsurefire.failIfNoSpecifiedTests=false 
-Pskip-static-checks -Dweb.console.skip=true -T1C
+mvn test -pl sql -am -Dtest="org.apache.druid.quidem.SqlQuidemTest" 
-Dquidem.filter=numMerge -Dsurefire.failIfNoSpecifiedTests=false 
-Pskip-static-checks -Dweb.console.skip=true
 ```
 
 To run 
`quidem-ut/src/test/quidem/org.apache.druid.quidem.QTest/qaWin/basics_group_by.all.iq`:
 
 ```
-mvn test -pl quidem-ut -am -Dtest="org.apache.druid.quidem.QTest" 
-Dquidem.filter=qaWin/basics_group_by.all 
-Dsurefire.failIfNoSpecifiedTests=false -Pskip-static-checks 
-Dweb.console.skip=true -T1C
+mvn test -pl quidem-ut -am -Dtest="org.apache.druid.quidem.QTest" 
-Dquidem.filter=qaWin/basics_group_by.all 
-Dsurefire.failIfNoSpecifiedTests=false -Pskip-static-checks 
-Dweb.console.skip=true
 ```
 
 Always use `-Dquidem.filter` to avoid running the full suite. To run multiple 
tests, use commas like
diff --git a/embedded-tests/pom.xml b/embedded-tests/pom.xml
index 620b187e3ab..e502b829bb9 100644
--- a/embedded-tests/pom.xml
+++ b/embedded-tests/pom.xml
@@ -806,12 +806,6 @@
       <artifactId>aws-core</artifactId>
       <scope>test</scope>
     </dependency>
-    <dependency>
-      <groupId>software.amazon.awssdk</groupId>
-      <artifactId>bundle</artifactId>
-      <version>${aws.sdk.v2.version}</version>
-      <scope>test</scope>
-    </dependency>
     <dependency>
       <groupId>org.apache.parquet</groupId>
       <artifactId>parquet-column</artifactId>
diff --git a/extensions-core/avro-extensions/pom.xml 
b/extensions-core/avro-extensions/pom.xml
index 524915b5207..9e242e8266c 100644
--- a/extensions-core/avro-extensions/pom.xml
+++ b/extensions-core/avro-extensions/pom.xml
@@ -37,13 +37,6 @@
     <schemarepo.version>0.1.3</schemarepo.version>
   </properties>
 
-  <repositories>
-    <repository>
-      <id>confluent</id>
-      <url>https://packages.confluent.io/maven/</url>
-    </repository>
-  </repositories>
-
   <dependencies>
     <dependency>
       <groupId>org.apache.avro</groupId>
diff --git a/extensions-core/protobuf-extensions/pom.xml 
b/extensions-core/protobuf-extensions/pom.xml
index 9fdf7a7f4a3..13db487f9cc 100644
--- a/extensions-core/protobuf-extensions/pom.xml
+++ b/extensions-core/protobuf-extensions/pom.xml
@@ -38,13 +38,6 @@
     <okio.version>3.18.2</okio.version>
   </properties>
 
-  <repositories>
-    <repository>
-      <id>confluent</id>
-      <url>https://packages.confluent.io/maven/</url>
-    </repository>
-  </repositories>
-
   <dependencyManagement>
     <dependencies>
       <!-- This is an indirect dependency of kafka-protobuf-provider
diff --git a/pom.xml b/pom.xml
index b60ffd806d9..df5656379be 100644
--- a/pom.xml
+++ b/pom.xml
@@ -279,9 +279,9 @@
 
     <repositories>
         <repository>
-            <id>maven.org</id>
+            <id>central</id>
             <name>Maven Central Repository</name>
-            <url>https://repo.maven.apache.org/maven2/</url>
+            <url>https://repo.maven.apache.org/maven2</url>
             <snapshots>
                <enabled>false</enabled>
             </snapshots>
@@ -298,9 +298,9 @@
 
     <pluginRepositories>
         <pluginRepository>
-            <id>maven.org</id>
+            <id>central</id>
             <name>Maven Central Repository</name>
-            <url>https://repo.maven.apache.org/maven2/</url>
+            <url>https://repo.maven.apache.org/maven2</url>
             <snapshots>
                <enabled>false</enabled>
             </snapshots>
diff --git a/quidem-ut/pom.xml b/quidem-ut/pom.xml
index d64d3cc9b6c..d82af40114d 100644
--- a/quidem-ut/pom.xml
+++ b/quidem-ut/pom.xml
@@ -34,10 +34,6 @@
     </parent>
 
     <repositories>
-        <repository>
-            <id>confluent</id>
-            <url>https://packages.confluent.io/maven/</url>
-        </repository>
         <repository>
             <id>datasets</id>
             
<url>https://raw.githubusercontent.com/kgyrtkirk/datasets/repo/</url>


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