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python3-logreduce-0.5.2-bp155.2.10 RPM for noarch

From OpenSuSE Leap 15.5 for noarch

Name: python3-logreduce Distribution: SUSE Linux Enterprise 15 SP5
Version: 0.5.2 Vendor: openSUSE
Release: bp155.2.10 Build date: Mon May 22 11:56:02 2023
Group: Development/Languages/Python Build host: old-atreju4
Size: 503028 Source RPM: python-logreduce-0.5.2-bp155.2.10.src.rpm
Packager: https://bugs.opensuse.org
Url: https://logreduce.softwarefactory-project.io/
Summary: Log file anomaly extractor
 
Based on success logs, logreduce highlights useful text in failed logs.
The goal is to save time in finding a failure's root cause.

On average, learning run at 2000 lines per second, and
testing run at 1300 lines per seconds.

logreduce uses a *model* to learn successful logs and detect novelties in
failed logs:

* Random words are manually removed using regular expression
* Then lines are converted to a matrix of token occurrences
  (using **HashingVectorizer**),
* An unsupervised learner implements neighbor searches
  (using **NearestNeighbors**).

Provides

Requires

License

Apache-2.0

Changelog

* Wed Apr 15 2020 pgajdos@suse.com
  - version update to 0.5.2
    * Remove webui build by default from the spec
    * Fix download-logs usage
    * Add command line filters configuration file
    * Add benchmark script
    * Add only\_model option to the MQTT service
    * Remove SCL macros from the spec file
    * Fix exclude-lines regexp joblib dump
    * Report result to zuul using an artifact instead of the log\_url
    * Improve tokenizer for OpenStack logs
    * Add exclude lists to the MQTT service
    * Add mqtt based worker
    * Fix IPv6 tokenization when the last field contains letter
    * Add mqtt client service structure
    * Refactor worker process in the main logreduce module
    * Try to detect binary file
    * Ignore bzip2 extension
    * Ignore pcap file
    * Add exclude-lines argument
    * Move the log link to the additional info in the html output
    * Fix concurrent logreduce-tests job
    * Ignore atop.bin file and tarball
    * Make server installation optional
    * Fix scikit-learn 0.21.3 support
    * Ignore files from supportconfig plugins
    * Ignore files from /proc/net
    * Ignore files with .raw extension
    * Correctly show the gaps between hunks of context
    * Show the gaps between hunks of context like grep does
    * Add some short options for convenience
    * Show default values in help text
    * Reduce deprecation warnings by declaring raw strings
    * Add server configuration instructions
  - deleted patches
    - scikit.patch (upstreamed)
* Thu Sep 12 2019 Tomáš Chvátal <tchvatal@suse.com>
  - Add aptch to fix build with new scikit:
    * scikit.patch
* Mon Mar 18 2019 Dirk Mueller <dmueller@suse.com>
  - update to 0.4.0 (bsc#1131198)
    * Bump model version and fix typo
    * Add HashingAnnoy model
    * Add hashing\_nn benchmark in doc string
    * Add HashingApproximateNeighbors model
    * Implement iterator interface for file-like objects
    * Refactor TokenizerTests
    * Provide a bit more info about timings of the training
    * Remove support for bag-of-words\_lshf
    * Don't store duplicate data in model
    * Fix heat\_uuid regexp formatting
    * Relax digits\_re again a bit
    * Vectorizer optimisation: don't do word analysing
    * debug\_lineprocess: Handle more than one input file
    * debug\_lineprocess: Format output slightly nicer and remove duplicates
    * Tighten heat\_uuid regexp
    * Tighten length-based regexp matches properly
    * debug\_lineprocess add some simple word / token statistics
    * Blacklist .xml extension
    * Use for loop instead of handcrafted while construct
    * tests: use free tcp port for gearman server
    * Add --model-type argument to top-level command
    * tokenizer: remove sshd warnings
    * Make debugging scripts callable again
    * Reduce code duplication a bit
    * Micro-optimize the tokenization
    * ci: enable gate jobs
    * Make systemd service file SCL independent
    * Transition webui related files to the log-classify name
    * Match uuid\_re before heat\_re
    * Use SqlAlchemy intrinsics for ordering
    * Fix overly greedy date tokenization
    * Fix tokenization error on removing SSH fingerprints
    * DRY: Remove implementation override that also exists in the base class
    * Fix assertEquals() deprecation warning
    * Use generator for reading files
    * tokenizer regexp speedups
    * cmd: add --json argument to report options
    * Spelling typos
    * logreduce: Fix inconsistency for model\_file in model-run
    * logreduce.spec: Fixes
    * README: Add openSUSE instructions
    * Add py36/py37 to the env list as well
    * Run pep8 against pip installed flake8
* Tue Dec 04 2018 Matej Cepl <mcepl@suse.com>
  - Remove superfluous devel dependency for noarch package
* Mon Oct 29 2018 Dirk Mueller <dmueller@suse.com>
  - update to 0.3.0:
    * Add support for ara database classification
    * Add webui sub-package to the spec file
    * tokenizer: handle hexa numbers
    * react: fix typo and add build time
    * Add React web interface
    * Add worker service to process user report
    * Add anomaly update method
    * Add model skeleton and report import method
    * Add api skeleton
* Wed Oct 24 2018 Dirk Mueller <dmueller@suse.com>
  - update to 0.2.0:
    * Use ara[-\_]\*.\*/ in the default ignore paths list
    * Fix download asyncio loop and logger names
    * Record test command used to train models
    * Add a uuid to model object
    * Remove chunk grouping in the process function
    * Rewrite html output using patternfly
    * Collect ZuulBuild in anomaly report
    * Add --cacheonly argument to skip file download
    * Add ara-.\* to the default ignore list
    * Rewrite ZuulBuilds download module to discover base log\_url
    * common: small fixes for automated process
* Wed Aug 08 2018 jengelh@inai.de
  - Use noun phrase in summary.
* Mon Jul 09 2018 dmueller@suse.com
  - update to 0.1.3:
    * Update zuul-jobs log-classify role
    * Fix ARA report directory link to ara-report
    * Automatically set the zuul-web url for logs.rdoproject.org
    * Add tripleo-ci job tokenization
    * Update README todo lists
    * Fix typo in ARA Records Ansible
    * Start with a capitalized pypi summary
    * Move flake8 from test-requirements to the linter env
* Tue May 22 2018 dmueller@suse.com
  - Initial package (0.1.2)

Files

/usr/bin/logreduce
/usr/bin/logreduce-client
/usr/bin/logreduce-mqtt
/usr/bin/logreduce-server
/usr/bin/logreduce-worker
/usr/lib/python3.6/site-packages/logreduce
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/usr/share/doc/packages/python3-logreduce
/usr/share/doc/packages/python3-logreduce/ChangeLog
/usr/share/doc/packages/python3-logreduce/README.rst
/usr/share/licenses/python3-logreduce
/usr/share/licenses/python3-logreduce/LICENSE

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Fabrice Bellet, Sun Mar 9 13:21:55 2025