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Update Apache Avro MaDs - Now including summaries#22015

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bazookamusic/avro-updated
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Update Apache Avro MaDs - Now including summaries#22015
BazookaMusic wants to merge 2 commits into
mainfrom
bazookamusic/avro-updated

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@BazookaMusic BazookaMusic commented Jun 19, 2026

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Summary

We have made many improvements to the llm-based tool for generating MaDs and so we have new updated models for apache avro.
There are two main differences:

  1. We now use the model generator to generate summaries too
  2. We use the modelling approach of marking class constructors/factories as sources rather than their direct models, if they are the ones created via user input.

This PR updates our previous models to updated versions.

…anual because they were used as a baseline in the mads-llm project
@github-actions github-actions Bot added the Java label Jun 19, 2026
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⚠️ The head of this PR and the base branch were compared for differences in the framework coverage reports. The generated reports are available in the artifacts of this workflow run. The differences will be picked up by the nightly job after the PR gets merged.

Click to show differences in coverage

java

Generated file changes for java

  • Changes to framework-coverage-java.rst:
-    Others,"``actions.osgi``, ``antlr``, ``ch.ethz.ssh2``, ``cn.hutool.core.codec``, ``com.alibaba.com.caucho.hessian.io``, ``com.alibaba.druid.sql``, ``com.alibaba.fastjson2``, ``com.amazonaws.auth``, ``com.auth0.jwt.algorithms``, ``com.azure.identity``, ``com.caucho.burlap.io``, ``com.caucho.hessian.io``, ``com.cedarsoftware.util.io``, ``com.esotericsoftware.kryo.io``, ``com.esotericsoftware.kryo5.io``, ``com.esotericsoftware.yamlbeans``, ``com.hubspot.jinjava``, ``com.jcraft.jsch``, ``com.microsoft.sqlserver.jdbc``, ``com.mitchellbosecke.pebble``, ``com.opensymphony.xwork2``, ``com.sshtools.j2ssh.authentication``, ``com.sun.crypto.provider``, ``com.sun.jndi.ldap``, ``com.sun.net.httpserver``, ``com.sun.net.ssl``, ``com.sun.rowset``, ``com.sun.security.auth.module``, ``com.sun.security.ntlm``, ``com.sun.security.sasl.digest``, ``com.thoughtworks.xstream``, ``com.trilead.ssh2``, ``com.unboundid.ldap.sdk``, ``com.zaxxer.hikari``, ``flexjson``, ``hudson``, ``io.jsonwebtoken``, ``io.undertow.server.handlers.resource``, ``javafx.scene.web``, ``jenkins``, ``jodd.json``, ``liquibase.database.jvm``, ``liquibase.statement.core``, ``net.lingala.zip4j``, ``net.schmizz.sshj``, ``net.sf.json``, ``net.sf.saxon.s9api``, ``ognl``, ``org.acegisecurity``, ``org.antlr.runtime``, ``org.apache.avro``, ``org.apache.commons.codec``, ``org.apache.commons.compress.archivers.tar``, ``org.apache.commons.exec``, ``org.apache.commons.fileupload``, ``org.apache.commons.httpclient.util``, ``org.apache.commons.jelly``, ``org.apache.commons.jexl2``, ``org.apache.commons.jexl3``, ``org.apache.commons.lang``, ``org.apache.commons.logging``, ``org.apache.commons.net``, ``org.apache.commons.ognl``, ``org.apache.cxf.catalog``, ``org.apache.cxf.common.classloader``, ``org.apache.cxf.common.jaxb``, ``org.apache.cxf.common.logging``, ``org.apache.cxf.configuration.jsse``, ``org.apache.cxf.helpers``, ``org.apache.cxf.resource``, ``org.apache.cxf.staxutils``, ``org.apache.cxf.tools.corba.utils``, ``org.apache.cxf.tools.util``, ``org.apache.cxf.transform``, ``org.apache.directory.ldap.client.api``, ``org.apache.hadoop.fs``, ``org.apache.hadoop.hive.metastore``, ``org.apache.hadoop.hive.ql.exec``, ``org.apache.hadoop.hive.ql.metadata``, ``org.apache.hc.client5.http.async.methods``, ``org.apache.hc.client5.http.classic.methods``, ``org.apache.hc.client5.http.fluent``, ``org.apache.hive.hcatalog.templeton``, ``org.apache.ibatis.jdbc``, ``org.apache.ibatis.mapping``, ``org.apache.log4j``, ``org.apache.shiro.authc``, ``org.apache.shiro.codec``, ``org.apache.shiro.jndi``, ``org.apache.shiro.mgt``, ``org.apache.sshd.client.session``, ``org.apache.tools.ant``, ``org.apache.tools.zip``, ``org.codehaus.cargo.container.installer``, ``org.dom4j``, ``org.exolab.castor.xml``, ``org.fusesource.leveldbjni``, ``org.geogebra.web.full.main``, ``org.gradle.api.file``, ``org.ho.yaml``, ``org.influxdb``, ``org.jabsorb``, ``org.jboss.vfs``, ``org.jdbi.v3.core``, ``org.jenkins.ui.icon``, ``org.jenkins.ui.symbol``, ``org.keycloak.models.map.storage``, ``org.kohsuke.stapler``, ``org.lastaflute.web``, ``org.mvel2``, ``org.openjdk.jmh.runner.options``, ``org.owasp.esapi``, ``org.pac4j.jwt.config.encryption``, ``org.pac4j.jwt.config.signature``, ``org.scijava.log``, ``org.xml.sax``, ``org.xmlpull.v1``, ``play.libs.ws``, ``play.mvc``, ``ratpack.core.form``, ``ratpack.core.handling``, ``ratpack.core.http``, ``ratpack.exec``, ``ratpack.form``, ``ratpack.func``, ``ratpack.handling``, ``ratpack.http``, ``ratpack.util``, ``software.amazon.awssdk.transfer.s3.model``, ``sun.jvmstat.perfdata.monitor.protocol.local``, ``sun.jvmstat.perfdata.monitor.protocol.rmi``, ``sun.misc``, ``sun.net.ftp``, ``sun.net.www.protocol.http``, ``sun.security.acl``, ``sun.security.jgss.krb5``, ``sun.security.krb5``, ``sun.security.pkcs``, ``sun.security.pkcs11``, ``sun.security.provider``, ``sun.security.ssl``, ``sun.security.x509``, ``sun.tools.jconsole``",127,6034,775,148,6,14,18,,186
+    Others,"``actions.osgi``, ``antlr``, ``ch.ethz.ssh2``, ``cn.hutool.core.codec``, ``com.alibaba.com.caucho.hessian.io``, ``com.alibaba.druid.sql``, ``com.alibaba.fastjson2``, ``com.amazonaws.auth``, ``com.auth0.jwt.algorithms``, ``com.azure.identity``, ``com.caucho.burlap.io``, ``com.caucho.hessian.io``, ``com.cedarsoftware.util.io``, ``com.esotericsoftware.kryo.io``, ``com.esotericsoftware.kryo5.io``, ``com.esotericsoftware.yamlbeans``, ``com.hubspot.jinjava``, ``com.jcraft.jsch``, ``com.microsoft.sqlserver.jdbc``, ``com.mitchellbosecke.pebble``, ``com.opensymphony.xwork2``, ``com.sshtools.j2ssh.authentication``, ``com.sun.crypto.provider``, ``com.sun.jndi.ldap``, ``com.sun.net.httpserver``, ``com.sun.net.ssl``, ``com.sun.rowset``, ``com.sun.security.auth.module``, ``com.sun.security.ntlm``, ``com.sun.security.sasl.digest``, ``com.thoughtworks.xstream``, ``com.trilead.ssh2``, ``com.unboundid.ldap.sdk``, ``com.zaxxer.hikari``, ``flexjson``, ``hudson``, ``io.jsonwebtoken``, ``io.undertow.server.handlers.resource``, ``javafx.scene.web``, ``jenkins``, ``jodd.json``, ``liquibase.database.jvm``, ``liquibase.statement.core``, ``net.lingala.zip4j``, ``net.schmizz.sshj``, ``net.sf.json``, ``net.sf.saxon.s9api``, ``ognl``, ``org.acegisecurity``, ``org.antlr.runtime``, ``org.apache.avro``, ``org.apache.commons.codec``, ``org.apache.commons.compress.archivers.tar``, ``org.apache.commons.exec``, ``org.apache.commons.fileupload``, ``org.apache.commons.httpclient.util``, ``org.apache.commons.jelly``, ``org.apache.commons.jexl2``, ``org.apache.commons.jexl3``, ``org.apache.commons.lang``, ``org.apache.commons.logging``, ``org.apache.commons.net``, ``org.apache.commons.ognl``, ``org.apache.cxf.catalog``, ``org.apache.cxf.common.classloader``, ``org.apache.cxf.common.jaxb``, ``org.apache.cxf.common.logging``, ``org.apache.cxf.configuration.jsse``, ``org.apache.cxf.helpers``, ``org.apache.cxf.resource``, ``org.apache.cxf.staxutils``, ``org.apache.cxf.tools.corba.utils``, ``org.apache.cxf.tools.util``, ``org.apache.cxf.transform``, ``org.apache.directory.ldap.client.api``, ``org.apache.hadoop.fs``, ``org.apache.hadoop.hive.metastore``, ``org.apache.hadoop.hive.ql.exec``, ``org.apache.hadoop.hive.ql.metadata``, ``org.apache.hc.client5.http.async.methods``, ``org.apache.hc.client5.http.classic.methods``, ``org.apache.hc.client5.http.fluent``, ``org.apache.hive.hcatalog.templeton``, ``org.apache.ibatis.jdbc``, ``org.apache.ibatis.mapping``, ``org.apache.log4j``, ``org.apache.shiro.authc``, ``org.apache.shiro.codec``, ``org.apache.shiro.jndi``, ``org.apache.shiro.mgt``, ``org.apache.sshd.client.session``, ``org.apache.tools.ant``, ``org.apache.tools.zip``, ``org.codehaus.cargo.container.installer``, ``org.dom4j``, ``org.exolab.castor.xml``, ``org.fusesource.leveldbjni``, ``org.geogebra.web.full.main``, ``org.gradle.api.file``, ``org.ho.yaml``, ``org.influxdb``, ``org.jabsorb``, ``org.jboss.vfs``, ``org.jdbi.v3.core``, ``org.jenkins.ui.icon``, ``org.jenkins.ui.symbol``, ``org.keycloak.models.map.storage``, ``org.kohsuke.stapler``, ``org.lastaflute.web``, ``org.mvel2``, ``org.openjdk.jmh.runner.options``, ``org.owasp.esapi``, ``org.pac4j.jwt.config.encryption``, ``org.pac4j.jwt.config.signature``, ``org.scijava.log``, ``org.xml.sax``, ``org.xmlpull.v1``, ``play.libs.ws``, ``play.mvc``, ``ratpack.core.form``, ``ratpack.core.handling``, ``ratpack.core.http``, ``ratpack.exec``, ``ratpack.form``, ``ratpack.func``, ``ratpack.handling``, ``ratpack.http``, ``ratpack.util``, ``software.amazon.awssdk.transfer.s3.model``, ``sun.jvmstat.perfdata.monitor.protocol.local``, ``sun.jvmstat.perfdata.monitor.protocol.rmi``, ``sun.misc``, ``sun.net.ftp``, ``sun.net.www.protocol.http``, ``sun.security.acl``, ``sun.security.jgss.krb5``, ``sun.security.krb5``, ``sun.security.pkcs``, ``sun.security.pkcs11``, ``sun.security.provider``, ``sun.security.ssl``, ``sun.security.x509``, ``sun.tools.jconsole``",122,6855,775,148,6,14,18,,186
-    Totals,,382,26403,2707,421,16,137,33,1,415
+    Totals,,377,27224,2707,421,16,137,33,1,415
  • Changes to framework-coverage-java.csv:
- org.apache.avro,18,19,,,,,,,,,,,,,,,,,,,,,,,,,17,,,,,,,,,,1,,,,,,,,,,,1,,,,17,1,,
+ org.apache.avro,18,14,821,,,,,,,,,,,,,,,,,,,,,,,,17,,,,,,,,,,1,,,,,,,,,,,2,,,,11,1,437,384

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