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| <h1 class="title">Making a model release</h1> |
| |
| <div class="sect1"> |
| <h2 id="release_preparation">Release Preparation</h2> |
| <div class="sectionbody"> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Elect a release manager.</p> |
| </li> |
| <li> |
| <p>Create a ticket for a new model release in <a href="https://issues.apache.org/jira/browse/OPENNLP" target="_blank" rel="noopener">JIRA</a>. If you do not have permission to do so just ask to be given permissions on the mailing list.</p> |
| </li> |
| </ul> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="steps_for_the_release_manager">Steps for the Release Manager</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>The following steps need only to be performed once.</p> |
| </div> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Make sure you have your PGP key added to <a href="https://dist.apache.org/repos/dist/release/opennlp/KEYS" class="bare" target="_blank" rel="noopener">https://dist.apache.org/repos/dist/release/opennlp/KEYS</a> via SVN |
| If the key isn’t contained in this file, add your PGP key to the KEYS file:</p> |
| <div class="listingblock"> |
| <div class="content"> |
| <pre>Examples of adding your key to this file: |
| pgp -kxa <your name> and append it to this file. |
| (pgpk -ll <your name> && pgpk -xa <your name>) >> this file. |
| (gpg --list-sigs <your name> |
| && gpg --armor --export <your name>) >> this file.</pre> |
| </div> |
| </div> |
| </li> |
| <li> |
| <p>In a local temp folder, svn checkout the OpenNLP artifacts and update the KEYS file</p> |
| <div class="listingblock"> |
| <div class="content"> |
| <pre>svn co https://dist.apache.org/repos/dist/release/opennlp/ |
| svn commit -m "Added Key for <name>" KEYS</pre> |
| </div> |
| </div> |
| </li> |
| <li> |
| <p>Make sure you have your PGP key’s password.</p> |
| </li> |
| </ul> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="release_steps">Release Steps</h2> |
| <div class="sectionbody"> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Train the models</p> |
| </li> |
| <li> |
| <p>Make sure to save the evaluation log for every model (adhere to the naming conventions, see below).</p> |
| </li> |
| <li> |
| <p>ZIP the evaluation logs.</p> |
| </li> |
| </ul> |
| </div> |
| <div class="sect2"> |
| <h3 id="successful_model_release_preparation">Successful Model Release Preparation</h3> |
| <div class="sect3"> |
| <h4 id="perform_the_model_release">Perform the Model Release</h4> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Create sha512 checksums</p> |
| <div class="listingblock"> |
| <div class="content"> |
| <pre># cd to model location |
| for f in *; do sha512sum "$f" > "$f.sha512"; done</pre> |
| </div> |
| </div> |
| </li> |
| <li> |
| <p>Create PGP signatures, see <a href="https://infra.apache.org/release-signing.html" target="_blank" rel="noopener">for details</a>. |
| If you have multiple keys on your system, you might need to use <code>-u</code> to select the signing key.</p> |
| <div class="listingblock"> |
| <div class="content"> |
| <pre># cd to model location |
| # create asc signatures for model files |
| for f in *.bin; do |
| gpg --armor --output $f.asc --detach-sig $f |
| done |
| |
| # create asc signature for evaluation logs |
| for f in *.zip; do |
| gpg --armor --output $f.asc --detach-sig $f |
| done</pre> |
| </div> |
| </div> |
| </li> |
| <li> |
| <p>Add README, NOTICE, LICENSE and CHANGES (if any)</p> |
| </li> |
| <li> |
| <p>Create a folder in <code>dist/dev/models</code> in SVN</p> |
| <div class="listingblock"> |
| <div class="content"> |
| <pre>svn co https://dist.apache.org/repos/dist/dev/opennlp/ dist-dev |
| # check if the KEYS file contains your key, if not, update it |
| # copy the models and signatures to dist-dev/models/<MODEL_TYPE>-<MODEL_VERSION> |
| svn commit --username <username> -m "Adding Release Candidate for OpenNLP Models <version>"</pre> |
| </div> |
| </div> |
| </li> |
| </ul> |
| </div> |
| <div class="paragraph"> |
| <p>Check the dist/dev folder and if all looks well, open a VOTE but do <strong>not</strong> move the files to dist/release at this time.</p> |
| </div> |
| <div class="paragraph"> |
| <p>Make sure to adhere to the model naming conventions.</p> |
| </div> |
| </div> |
| <div class="sect3"> |
| <h4 id="model_naming_conventions">Model Naming Conventions</h4> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>The filenames of each model signify the model language, type, <a href="https://universaldependencies.org/" target="_blank" rel="noopener">Universal Dependency training data</a> used, and version numbers.</p> |
| </li> |
| <li> |
| <p>The filename format is <code>opennlp-[iso-language-code]-ud-[corpus]-[model-type]-[model-version]-[opennlp-version-used-for-training].bin</code>.</p> |
| </li> |
| <li> |
| <p>The evaluation logs must be zipped and adhere to the following format: <code>opennlp-training-eval-logs-[model-version]-[opennlp-version-used-for-training].zip</code>. It contains the evaluation logs for trained models.</p> |
| </li> |
| <li> |
| <p>For example, the model file <code>opennlp-de-ud-gsd-pos-1.0-1.9.3</code> is German language, trained on the UD GSD corpus, and is a parts-of-speech model. It is version 1.0 of the model, and it was trained using OpenNLP 1.9.3.</p> |
| </li> |
| </ul> |
| </div> |
| <div class="admonitionblock note"> |
| <table> |
| <tr> |
| <td class="icon"> |
| <div class="title">Note</div> |
| </td> |
| <td class="content"> |
| If other training data is used, the abbreviation <code>ud</code> needs to be adjusted! |
| </td> |
| </tr> |
| </table> |
| </div> |
| </div> |
| <div class="sect3"> |
| <h4 id="check_the_model_release_artifacts">Check the Model Release Artifacts</h4> |
| <div class="paragraph"> |
| <p>Perform basic checks against the release binary:</p> |
| </div> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Check signature of generated artifacts.</p> |
| </li> |
| <li> |
| <p>Check presence and appropriateness of <code>LICENSE</code>, <code>NOTICE</code>, and <code>README</code> files.</p> |
| </li> |
| </ul> |
| </div> |
| </div> |
| <div class="sect3"> |
| <h4 id="create_a_vote_thread">Create a VOTE Thread</h4> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Notify the developer mailing list of a new model vote. Be sure to replace all values in <code>[]</code> with the appropriate values.</p> |
| <div class="paragraph"> |
| <p><em>Message Subject: [VOTE] Apache OpenNLP Models [version] Release Candidate</em></p> |
| </div> |
| <div class="listingblock"> |
| <div class="content"> |
| <pre>Hi folks, |
| |
| I have posted a [Nth] release candidate for the Apache OpenNLP Models [UMODEL_VERSION] release and it is ready for testing. |
| |
| The models can be downloaded from: https://dist.apache.org/repos/dist/dev/opennlp/<MODEL_TYPE>-<MODEL_VERSION> |
| |
| The evaluation logs can be downloaded from https://dist.apache.org/repos/dist/dev/opennlp/<MODEL_TYPE>-<MODEL_VERSION>/opennlp-training-eval-logs-<MODEL_VERSION>-<OPENNLP_VERSION>.zip |
| |
| The models were trained with Apache OpenNLP [VERSION] tag. |
| |
| The release was made using the OpenNLP release process, documented on the website: |
| https://opennlp.apache.org/release-model.html |
| |
| Please vote on releasing these models as Apache OpenNLP Models [MODEL_VERSION]. The vote is open for at least the next 72 hours. |
| |
| Only votes from OpenNLP PMC are binding, but everyone is welcome to check the model release candidate and vote. |
| The vote passes if at least three binding +1 votes are cast. |
| |
| [ ] +1 Release the models as Apache OpenNLP Models [MODEL_VERSION] |
| [ ] +0 meh, don't care |
| [ ] -1 Do not release the models because of ${showstopper} |
| |
| Thanks!</pre> |
| </div> |
| </div> |
| </li> |
| </ul> |
| </div> |
| </div> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="after_a_successful_vote">After a Successful Vote</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>The vote is successful if at least 3 <em>+1</em> votes are received from OpenNLP PMC members after a minimum of 72 hours of sending the vote email. |
| Acknowledge the voting results on the mailing list in the VOTE thread.</p> |
| </div> |
| <div class="sect2"> |
| <h3 id="commit_distribution_to_svn">Commit Distribution to SVN</h3> |
| <div class="paragraph"> |
| <p>Commit the distribution via SVN to <a href="https://dist.apache.org/repos/dist/release" class="bare">https://dist.apache.org/repos/dist/release</a>:</p> |
| </div> |
| <div class="listingblock"> |
| <div class="content"> |
| <pre>svn co https://dist.apache.org/repos/dist/release/opennlp/ dist |
| # check if the KEYS file contains your key, if not, update it |
| # move the files from dev/models/<MODEL_TYPE>-<MODEL_VERSION> to dist/models/<MODEL_TYPE>-<MODEL_VERSION> |
| svn commit --username <username> -m "Adding OpenNLP Models <version>"</pre> |
| </div> |
| </div> |
| </div> |
| <div class="sect2"> |
| <h3 id="delete_old_model_releases">Delete Old Model Release(s)</h3> |
| <div class="paragraph"> |
| <p>To reduce the load on the ASF mirrors, projects are required to delete old releases (see <a href="https://www.apache.org/legal/release-policy.html#when-to-archive" class="bare">https://www.apache.org/legal/release-policy.html#when-to-archive</a>).</p> |
| </div> |
| <div class="paragraph"> |
| <p>Remove the old model release from SVN under <a href="https://dist.apache.org/repos/dist/release/opennlp/models/" class="bare">https://dist.apache.org/repos/dist/release/opennlp/models/</a>. They are still contained in the archives.</p> |
| </div> |
| </div> |
| <div class="sect2"> |
| <h3 id="update_the_website">Update the Website</h3> |
| <div class="paragraph"> |
| <p>Update the <a href="https://opennlp.apache.org/models.html" target="_blank" rel="noopener">website</a> once the new version appears in the Apache download mirrors (keep checking <a href="https://www.apache.org/dyn/closer.cgi/opennlp/models/" class="bare" target="_blank" rel="noopener">https://www.apache.org/dyn/closer.cgi/opennlp/models/</a> until you see something).</p> |
| </div> |
| <div class="sect3"> |
| <h4 id="add_news_item">Add News Item</h4> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Add a news item in <code>news/model-{model-type}-{xyz}.ad</code> by copying the adjusted content:</p> |
| <div class="listingblock"> |
| <div class="content"> |
| <pre>= <MODEL_TYPE> Models for Apache OpenNLP released |
| Apache OpenNLP |
| 2022-01-03 |
| :jbake-type: post |
| :jbake-tags: community |
| :jbake-status: published |
| :category: news |
| :idprefix: |
| |
| The Apache OpenNLP library is a machine learning based toolkit for the processing of natural language text. |
| |
| The Apache OpenNLP team is pleased to announce the release of <MODEL_TYPE>-<MODEL_VERSION> for Apache OpenNLP <OPENNLP_VERSION>. |
| The models can <ADD_SUMMARY_HERE> |
| |
| Apache OpenNLP model and reports are available for download from our model download page: |
| https://opennlp.apache.org/models.html |
| |
| The models are compatible with Apache OpenNLP <OPENNLP_VERSION>. |
| |
| More information about this release can be found in the README.txt at: |
| https://dist.apache.org/repos/dist/dev/opennlp/<MODEL_TYPE>-<MODEL_VERSION>/README.txt |
| |
| Details about this model effectiveness can be found in the following report: |
| https://dist.apache.org/repos/dist/dev/opennlp/<MODEL_TYPE>-<MODEL_VERSION>/opennlp-training-eval-logs-<MODEL_VERSION>-<OPENNLP_VERSION>.zip |
| |
| --The Apache OpenNLP Team</pre> |
| </div> |
| </div> |
| </li> |
| </ul> |
| </div> |
| </div> |
| <div class="sect3"> |
| <h4 id="commit_website_changes">Commit Website Changes.</h4> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Commit the website changes.</p> |
| </li> |
| <li> |
| <p>Rebuild opennlp-site and wait for site redeploy</p> |
| </li> |
| <li> |
| <p>Test and review the website. Test that all download links are working.</p> |
| </li> |
| </ul> |
| </div> |
| </div> |
| </div> |
| <div class="sect2"> |
| <h3 id="post_release_steps">Post-Release Steps</h3> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Log the new version at <a href="https://reporter.apache.org/addrelease.html?opennlp" class="bare" target="_blank" rel="noopener">https://reporter.apache.org/addrelease.html?opennlp</a>.</p> |
| </li> |
| <li> |
| <p>Announce the new models on the OpenNLP Twitter.</p> |
| </li> |
| <li> |
| <p>Close the present release ticket in <a href="https://issues.apache.org/jira/browse/OPENNLP" target="_blank" rel="noopener">JIRA</a>.</p> |
| </li> |
| <li> |
| <p>Send announcement email to <a href="mailto:announce@apache.org">announce@apache.org</a>, <a href="mailto:dev@opennlp.apache.org">dev@opennlp.apache.org</a>, <a href="mailto:users@opennlp.apache.org">users@opennlp.apache.org</a>. |
| This needs to be done from your @apache.org email address or the email will bounce from the announce list.</p> |
| <div class="listingblock"> |
| <div class="content"> |
| <pre>Title: [ANNOUNCE] OpenNLP Models <version> released |
| TO: announce@apache.org, users@opennlp.apache.org, dev@opennlp.apache.org</pre> |
| </div> |
| </div> |
| <div class="paragraph"> |
| <p>Message body:</p> |
| </div> |
| <div class="listingblock"> |
| <div class="content"> |
| <pre>The Apache OpenNLP library is a machine learning based toolkit for the processing of natural language text. |
| |
| The Apache OpenNLP team is pleased to announce the release of <MODEL_TYPE>-<MODEL_VERSION> for Apache OpenNLP <OPENNLP_VERSION>. |
| The models can <ADD_SUMMARY_HERE> |
| |
| Apache OpenNLP model and reports are available for download from our model download page: |
| https://opennlp.apache.org/models.html |
| |
| The models are compatible with Apache OpenNLP <OPENNLP_VERSION>. |
| |
| More information about this release can be found in the README.txt at: |
| https://dist.apache.org/repos/dist/dev/opennlp/<MODEL_TYPE>-<MODEL_VERSION>/README.txt |
| |
| Details about this model effectiveness can be found in the following report: |
| https://dist.apache.org/repos/dist/dev/opennlp/<MODEL_TYPE>-<MODEL_VERSION>/opennlp-training-eval-logs-<MODEL_VERSION>-<OPENNLP_VERSION>.zip |
| |
| --The Apache OpenNLP Team</pre> |
| </div> |
| </div> |
| </li> |
| </ul> |
| </div> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="after_an_unsuccessful_vote">After an Unsuccessful Vote</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>The model release vote may fail due to an issue discovered in the release candidate. If the vote fails the model release candidate should be canceled by:</p> |
| </div> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Sending an email to <a href="mailto:dev@opennlp.apache.org">dev@opennlp.apache.org</a> on the VOTE thread notifying of the vote’s cancellation.</p> |
| </li> |
| <li> |
| <p>Dropping the dist/dev model area in SVN</p> |
| </li> |
| </ul> |
| </div> |
| <div class="paragraph"> |
| <p>A new model release candidate can now be prepared. When complete, a new VOTE thread can be started as described in the steps above.</p> |
| </div> |
| </div> |
| </div> |
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