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| Name: python3-logreduce | Distribution: openSUSE:Factory:zSystems |
| Version: 0.6.1 | Vendor: openSUSE |
| Release: 3.1 | Build date: Fri Aug 23 10:30:05 2024 |
| Group: Development/Languages/Python | Build host: reproducible |
| Size: 304153 | Source RPM: python-logreduce-0.6.1-3.1.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**).
Apache-2.0
* Fri Aug 23 2024 pgajdos@suse.com
- drop dependency on python-gear
* Wed Mar 23 2022 pgajdos@suse.com
- do not require python-mock for build
* Fri Feb 12 2021 Dirk Müller <dmueller@suse.com>
- update to 0.6.1:
* utils: fix keep\_file to return True when a file is not excluded
* setup: removes server left-over
* readme: document the new python module usage
* Remove server components
* download-logs: remove include-path option
* utils: prevent division by zero on Windows
* process: use a functional argument for process\_line
* process: use a functional argument for keep\_file
* process: use a functional argument for the filename2modelname
* tests: remove python version pinning and rename to unit
* process: simplify tokenizer by removing ansible std\_lines unpack
* process: simplify files\_iterator function by removing non list input
* process: simplify process function by removing non list input
* process: simplify train function by removing non list input
* process: add save\_file and load\_file to simplify joblib usage
* cmd: annotate cli functions
* process: annotate the test function
* utils: add type annotation for the files\_iterator
* data: add Build data type
* data: add initial data type using TypedDict for process Result
* Ignore reformatting change rev for git blame
* Reformat source code using black
* Enable mypy linters
* download: add support for absolute log path in indexes
* Switching Fedora runc nodeset to pod
* Update filename2modelname method to work with kubernetes logs
* Sun Aug 16 2020 John Vandenberg <jayvdb@gmail.com>
- Remove unnecessary build dependency nose, deselecting two tests
when testing against CherryPy 10.1 or lower
- Remove tests from runtime library
- Remove installed .keep files and remove hashbangs in library
* 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
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