whylogs-java
Profile and monitor your ML data pipeline end-to-end
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Download Latest Version (.zip)- gradle-build-pr.yml
- BoundedExecutor.java
- RandomWordGenerator.java
- WordListGenerator.java
- Profiler.java
- ProfileViewer.java
- log4j2.xml
- wordlist.small.txt
- build.gradle.kts
- README.md
- DateTimeFormatParser.java
- EasyDateTimeParser.java
- ColumnsChunkSegmentIterator.java
- ClassificationMetrics.java
- ModelMetrics.java
- RegressionMetrics.java
- CharPosTracker.java
- DoubleTracker.java
- LongTracker.java
- StringTracker.java
- VarianceTracker.java
- CountersTracker.java
- NumberTracker.java
- SchemaTracker.java
- TypedData.java
- TypedDataConverter.java
- FrequentStringsSketch.java
- ThetaSketch.java
- ProtobufHelper.java
- ColumnProfile.java
- DatasetProfile.java
- ModelProfile.java
- SchemaInformation.java
- SummaryConverters.java
- EasyDateTimeParserTest.java
- ColumnsChunkSegmentIteratorTest.java
- ClassificationMetricsTest.java
- RegressionMetricsTest.java
- DoubleTrackerTest.java
- LongTrackerTest.java
- StringTrackerTest.java
- VarianceTrackerTest.java
- CountersTrackerTest.java
- NumberTrackerTest.java
- SchemaTrackerTest.java
- ThetaSketchTest.java
- ColumnProfileTest.java
- DatasetProfileTest.java
- ModelProfileTest.java
- SummaryConvertersTest.java
- profiles-1.bin
- python_profile.bin
- regression.bin
- build.gradle.kts
- proto
- gradle-wrapper.jar
- gradle-wrapper.properties
- log4j.properties
- __init__.py
- autosegmentation.py
- __init__.py
- profile.py
- __init__.py
- test_autosegmentation.py
- .gitignore
- Makefile
- poetry.lock
- pyproject.toml
- RetryUtil.scala
- WhyLogs.scala
- DatasetProfileAggregator.scala
- DatasetProfileMerger.scala
- brazillian_608_features.parquet
- prediction_data.parquet
- RetryUtilTest.scala
- WhyLogsTest.scala
- DatasetProfileAggregatorTest.scala
- SharedSparkContext.scala
- build.gradle.kts
- build.gradle.kts
- gradle-wrapper.jar
- gradle-wrapper.properties
- .bumpversion.cfg
- .gitignore
- .gitmodules
- build.gradle.kts
- gradle.properties
- gradlew
- gradlew.bat
- LICENSE
- README.md
- settings.gradle.kts
# Installation Guide
1. Get the code
git clone https://github.com/whylabs/whylogs-java
Downloads the entire project code from GitHub to your computer.
cd whylogs-java
Moves into the project folder you just downloaded.
2. Gradle (Java/Kotlin)
Medium RecommendedPrerequisites
- Git Needed to download the project code from GitHub.
- JDK (Java) Required to build and run Java/Kotlin projects.
- Gradle If the repo includes gradlew (Gradle Wrapper), you don't need to install Gradle separately.
./gradlew build
Builds the project using Gradle.
A BUILD SUCCESSFUL message means it worked. The output is created under build/.
3. Python
EasyPrerequisites
β οΈ This is a large repository, so this method may point to an internal sub-package rather than the actual core product. Check the full README as well.
pip install .
Installs the package published on PyPI directly β no need to clone the source.
python <μ€νν νμΌλͺ
>.py # READMEμμ μ νν μ€ν νμΌλͺ
μ νμΈνμΈμ
Runs the Python script (or module).
If it runs without errors and prints output in the terminal, it worked.
4. Make
MediumPrerequisites
- Git Needed to download the project code from GitHub.
- Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).
β οΈ This is a large repository, so this method may point to an internal sub-package rather than the actual core product. Check the full README as well.
cd spark/python
This project's files live in a subfolder, so move into it first.
make
Compiles the code based on the generated build configuration to produce an executable.
If it finishes without errors, it worked. Try running the generated executable directly.
// repository documentation
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