From a32c95b3d7371f471affa8dc6399938d239aaa5b Mon Sep 17 00:00:00 2001 From: "Leandro G. Almeida" Date: Thu, 29 Apr 2021 09:20:08 -0700 Subject: [PATCH 1/6] initial update of README --- README.md | 170 +++++++++++++++++++++++++----------------------------- 1 file changed, 79 insertions(+), 91 deletions(-) diff --git a/README.md b/README.md index 7f5766c0c5..60586922bd 100644 --- a/README.md +++ b/README.md @@ -1,141 +1,129 @@ -# whylogs Library [![License](http://img.shields.io/:license-Apache%202-blue.svg)](https://github.com/whylabs/whylogs-python/blob/mainline/LICENSE) [![PyPI version](https://badge.fury.io/py/whylogs.svg)](https://badge.fury.io/py/whylogs) [![Coverage Status](https://coveralls.io/repos/github/whylabs/whylogs-python/badge.svg?branch=mainline&service=github)](https://coveralls.io/github/whylabs/whylogs-python?branch=mainline) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/python/black) [![CII Best Practices](https://bestpractices.coreinfrastructure.org/projects/4490/badge)](https://bestpractices.coreinfrastructure.org/projects/4490) [![PyPi Downloads](https://pepy.tech/badge/whylogs)](https://pepy.tech/project/whylogs) - ![CI](https://github.com/whylabs/whylogs-python/workflows/whylogs%20CI/badge.svg) [![Maintainability](https://api.codeclimate.com/v1/badges/442f6ca3dca1e583a488/maintainability)](https://codeclimate.com/github/whylabs/whylogs-python/maintainability) This is a Python implementation of whylogs. The Java implementation can be found [here](https://github.com/whylabs/whylogs-java). -Understanding the properties of data as it moves through applications is essential to keeping your ML/AI pipeline stable - and improving your user experience, whether your pipeline is built for production or experimentation. whylogs is an - open source statistical logging library that allows data science and ML teams to effortlessly profile ML/AI pipelines and applications, producing log files that can be used for monitoring, alerts, analytics, and error analysis. -whylogs calculates approximate statistics for datasets of any size up to TB-scale, making it easy for users to identify - changes in the statistical properties of a model's inputs or outputs. Using approximate statistics allows the package - to run on minimal infrastructure and monitor an entire dataset, rather than miss outliers and other anomalies by only - using a sample of the data to calculate statistics. These qualities make whylogs an excellent solution for profiling - production ML/AI pipelines that operate on TB-scale data and with enterprise SLAs. - -For questions and discussions, hop on our [slack channel](http://join.slack.whylabs.ai/)! +whylogs is an open source standard for data and ML logging, monitoring, and troubleshooting -# Key Features +Whylogs logging agent is the easiest way to enable logging, testing, and monitoring in an ML/AI application. The lightweight agent profiles data in real time, collecting thousands of metrics from structured data, unstructured data, and ML model predictions with zero configuration. -* **Data Insight:** whylogs provides complex statistics across different stages of your ML/AI pipelines and applications. +Whylogs can be installed in any Python, Java or Spark environment; it can be deployed as a container and run as a sidecar; or invoked through various ML tools (see integrations). -* **Scalability:** whylogs scales with your system, from local development mode to live production systems in multi-node -clusters, and works well with batch and streaming architectures. +Whylogs is designed by data scientists, ML engineers and distributed systems engineers to log data in the most cost-effective, scalable and accurate manner. No sampling. No post-processing. No manual configurations. -* **Lightweight:** whylogs produces small mergeable lightweight outputs in a variety of formats, using sketching -algorithms and summarizing statistics. +whylogs is released under the Apache 2.0 open source license. It supports many languages and is easy to extend. This repo contains the whylogs CLI, language SDKs, and individual libraries are in their own repos. -* **Unified data instrumentation:** To enable data engineering pipelines and ML pipelines to share a common framework -for tracking data quality and drifts, the whylogs library supports multiple languages and integrations. - -* **Observability:** In addition to supporting traditional monitoring approaches, whylogs data can support advanced -ML-focused analytics, error analysis, and data quality and data drift detection. +If you have any questions, comments, or just want to hang out with us, please join [our Slack channel](http://join.slack.whylabs.ai/). -## Statistical Profile -whylogs collects approximate statistics and sketches of data on a column-basis into a statistical profile. -These metrics include: +_____________ +Latest release: 0.4.5 -* **Simple counters**: boolean, null values, data types. -* **Summary statistics**: sum, min, max, variance. -* **Unique value counter** or **cardinality**: tracks an approximate unique value of your feature using HyperLogLog algorithm. -* **Histograms** for numerical features. whylogs binary output can be queried to with dynamic binning based on the -shape of your data. -* **Top frequent items** (default is 128). Note that this configuration affects the memory footprint, especially for text features. +_____________ -# Examples -For a full set of our examples, please check out [whylogs-examples](https://github.com/whylabs/whylogs-examples). -Note that to use the run with matplotlib vizualiation, you'll have to install whylogs with `viz` dependencies: -``` -pip install "whylogs[viz]" -``` +- [Getting started](#getting-started) +- [Features](#features) +- [Data Types](#data-types) +- [Examples](#examples) +- [Integrations](#integrations) +- [Community](#community) +- [Roadmap](#roadmap) +- [Contribute](#contribute) -Check out our example notebooks with Binder: [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/whylabs/whylogs-examples/HEAD) -- [Getting Started notebook](https://github.com/whylabs/whylogs-examples/blob/mainline/python/GettingStarted.ipynb) -- [Logging Example notebook](https://github.com/whylabs/whylogs-examples/blob/mainline/python/logging_example.ipynb) -- [Logging Images](https://github.com/whylabs/whylogs-examples/blob/mainline/python/Logging_Images.ipynb) -- [MLflow Integration](https://github.com/whylabs/whylogs-examples/blob/mainline/python/MLFlow%20Integration%20Example.ipynb) -# Installation -### Using pip +## Getting started -[![PyPi Downloads](https://pepy.tech/badge/whylogs)](https://pepy.tech/project/whylogs) -[![PyPi Version](https://badge.fury.io/py/whylogs.svg)](https://pypi.org/project/whylogs/) + +### Using pip Install whylogs using the pip package manager by running - pip install whylogs - -### From source +``` +pip install whylogs +``` -Download the source code by cloning the repository or by pressing ['Download ZIP'](https://github.com/whylabs/whylogs-python/archive/master.zip) on this page. -Install by navigating to the desired directory and running +### From the source - python setup.py install +- Download the source code by cloning the repository or by pressing [Download ZIP](https://github.com/whylabs/whylogs-python/archive/master.zip) on this page. -## Documentation +- Install [poetry](https://python-poetry.org/docs/#installation) for package management -API documentation for `whylogs` can be found at [whylogs.readthedocs.io](http://whylogs.readthedocs.io/). +- Then running: -### Demo CLI +``` +make install +make +``` -Our demo CLI generates a demo project flow by running +### Documentation - whylogs-demo init +[Docs](https://docs.whylabs.ai/docs/) -### Quick start CLI -whylogs can be configured programmatically or by using our config YAML file. The quick start CLI can help you bootstrap the -configuration for your project. To use the quick start CLI, run the following command in the root of your Python project. +### Features - whylogs init - -### Glossary/Concepts -**Project:** A collection of related data sets used for multiple models or applications. +- Accurate data profiling: whylogs calculates statistics from 100% of the data, never requiring sampling, ensuring an accurate representation of data distributions +- Lightweight runtime: whylogs utilizes approximate statistical methods to achieve minimal memory footprint that scales with the number of features in the data +- Any architecture: whylogs scales with your system, from local development mode to live production systems in multi-node clusters, and works well with batch and streaming architectures +-Configuration-free: whylogs infers the schema of the data, requiring zero manual configuration to get started +-Tiny storage footprint: whylogs turns data batches and streams into statistical fingerprints, 10-100MB uncompressed +-Unlimited metrics: whylogs collects all possible statistical metrics about structured or unstructured data -**Pipeline:** One or more datasets used to build a single model or application. A project may contain multiple pipelines. -**Dataset:** A collection of records. whylogs v0.0.2 supports structured datasets, which represent data as a table -where each row is a different record and each column is a feature of the record. +## Data Types +Whylogs supports both structured and unstructured data, specifically: -**Feature:** In the context of whylogs v0.0.2 and structured data, a feature is a column in a dataset. A feature can -be discrete (like gender or eye color) or continuous (like age or salary). +| Data type | Features | Notebook Example | +| --- | --- | ---| +|Structured data | Distribution, cardinality, schema, counts, missing values | [Getting started with structure data](https://github.com/whylabs/whylogs-examples/blob/mainline/python/GettingStarted.ipynb) | +| Images | exif metadata, derived pixels features, bounding boxes | [Getting started with images](https://github.com/whylabs/whylogs-examples/blob/mainline/python/Logging_Images.ipynb) | +|Video | In development | [Issue]https://github.com/whylabs/whylogs/issues/214 | +| Tensors | derived 1d features (more in developement) | | +| Embeddings | derived 1d features (more in developement) | | +| Text | top k values, counts, cardinality (more in developement) | ([Issue]https://github.com/whylabs/whylogs/issues/213)| +| Audio | In developement | [Issue](https://github.com/whylabs/whylogs/issues/212) | -**whylogs Output:** whylogs returns profile summary files for a dataset in JSON format. For convenience, these files -are provided in flat table, histogram, and frequency formats. -**Statistical Profile:** A collection of statistical properties of a feature. Properties can be different for discrete -and continuous features. +## Integrations -### Integrations -The whylogs library is integrated with the following: -- NumPy and Pandas -- [Java and Apache Spark](https://github.com/whylabs/whylogs-java) -- AWS S3 (for output storage) -- Jupyter Notebooks -- MLflow +| Integration | Features | Notebook | Blog Post | +| --- | --- | --- | --- | +| Spark | Log and monitor any Spark dataframe: Example | +| Pandas | Log and monitor any pandas dataframe: Jupyter notebook example | +| Kafka | Log and monitor Kafka topics with whylogs: Jupyter notebook example | +| MLflow | Enhance MLflow metrics with whylogs: Jupyter notebook example | Blog post | +| Github actions | Unit test data with whylogs and github actions: +Example | Blog post +| RAPIDS Use whylogs in RAPIDS environment: +Jupyter notebook example | Blog post +| Java | Run whylogs in Java environment: Example +| Scala | Run whylogs in Scala environment: Example +| Docker | Run whylogs as in Docker: Example +| AWS S3 | Store whylogs profiles in S3: Jupyter notebook example -### Dependencies -For the core requirements, see [requirements.txt](https://github.com/whylabs/whylogs-python/blob/mainline/requirements.txt). - -For the development environment, see [requirements-dev.txt](https://github.com/whylabs/whylogs-python/blob/mainline/requirements-dev.txt). - -# Development/contributing -For more information on contributing to whylogs, see [`DEVELOPMENT.md`](DEVELOPMENT.md). +## Roadmap -# Who maintains whylogs? whylogs is maintained by [WhyLabs](https://whylabs.ai). +## Community + If you have any questions, comments, or just want to hang out with us, please join [our Slack channel](http://join.slack.whylabs.ai/). -If you want to see whylogs in action in enterprise settings with complex visualizations, check out the [WhyLabs Platform Sandbox](http://try.whylabsapp.com/). -You'll need a GitHub/Google/LinkedIn account to login to view the sandbox (it's a 1-click experience!). + +## Contribute + +For more information on contributing to whylogs, see [DEVELOPMENT.md](https://github.com/whylabs/whylogs/blob/mainline/DEVELOPMENT.md). + + + + + + From 069dba836e3696de3c8cc122a8993e00be87f6a2 Mon Sep 17 00:00:00 2001 From: "Leandro G. Almeida" Date: Thu, 29 Apr 2021 13:48:57 -0700 Subject: [PATCH 2/6] update integrations --- README.md | 41 +++++++++++++++++++++-------------------- 1 file changed, 21 insertions(+), 20 deletions(-) diff --git a/README.md b/README.md index 60586922bd..6dd4392ab1 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,6 @@ ![CI](https://github.com/whylabs/whylogs-python/workflows/whylogs%20CI/badge.svg) [![Maintainability](https://api.codeclimate.com/v1/badges/442f6ca3dca1e583a488/maintainability)](https://codeclimate.com/github/whylabs/whylogs-python/maintainability) -This is a Python implementation of whylogs. The Java implementation can be found [here](https://github.com/whylabs/whylogs-java). whylogs is an open source standard for data and ML logging, monitoring, and troubleshooting @@ -20,8 +19,12 @@ Whylogs is designed by data scientists, ML engineers and distributed systems eng whylogs is released under the Apache 2.0 open source license. It supports many languages and is easy to extend. This repo contains the whylogs CLI, language SDKs, and individual libraries are in their own repos. + +This is a Python implementation of whylogs. The Java implementation can be found [here](https://github.com/whylabs/whylogs-java). + If you have any questions, comments, or just want to hang out with us, please join [our Slack channel](http://join.slack.whylabs.ai/). + _____________ Latest release: 0.4.5 @@ -39,7 +42,7 @@ _____________ -## Getting started +## Getting started ### Using pip @@ -65,7 +68,7 @@ make ### Documentation -[Docs](https://docs.whylabs.ai/docs/) +The [documentation](https://docs.whylabs.ai/docs/) of this package is generated automatically. ### Features @@ -77,36 +80,34 @@ make -Unlimited metrics: whylogs collects all possible statistical metrics about structured or unstructured data -## Data Types +## Data Types Whylogs supports both structured and unstructured data, specifically: | Data type | Features | Notebook Example | | --- | --- | ---| |Structured data | Distribution, cardinality, schema, counts, missing values | [Getting started with structure data](https://github.com/whylabs/whylogs-examples/blob/mainline/python/GettingStarted.ipynb) | | Images | exif metadata, derived pixels features, bounding boxes | [Getting started with images](https://github.com/whylabs/whylogs-examples/blob/mainline/python/Logging_Images.ipynb) | -|Video | In development | [Issue]https://github.com/whylabs/whylogs/issues/214 | -| Tensors | derived 1d features (more in developement) | | +|Video | In development | [Github Issue #214](https://github.com/whylabs/whylogs/issues/214) | +| Tensors | derived 1d features (more in developement) | [Github Issue #216](https://github.com/whylabs/whylogs/issues/216) | | Embeddings | derived 1d features (more in developement) | | -| Text | top k values, counts, cardinality (more in developement) | ([Issue]https://github.com/whylabs/whylogs/issues/213)| -| Audio | In developement | [Issue](https://github.com/whylabs/whylogs/issues/212) | +| Text | top k values, counts, cardinality (more in developement) | [Github Issue #213](https://github.com/whylabs/whylogs/issues/213)| +| Audio | In developement | [Github Issue #212](https://github.com/whylabs/whylogs/issues/212) | ## Integrations | Integration | Features | Notebook | Blog Post | | --- | --- | --- | --- | -| Spark | Log and monitor any Spark dataframe: Example | -| Pandas | Log and monitor any pandas dataframe: Jupyter notebook example | -| Kafka | Log and monitor Kafka topics with whylogs: Jupyter notebook example | -| MLflow | Enhance MLflow metrics with whylogs: Jupyter notebook example | Blog post | -| Github actions | Unit test data with whylogs and github actions: -Example | Blog post -| RAPIDS Use whylogs in RAPIDS environment: -Jupyter notebook example | Blog post -| Java | Run whylogs in Java environment: Example -| Scala | Run whylogs in Scala environment: Example -| Docker | Run whylogs as in Docker: Example -| AWS S3 | Store whylogs profiles in S3: Jupyter notebook example +| Spark | Log and monitor any Spark dataframe | | | +| Pandas | Log and monitor any pandas dataframe | [Notebook Example](https://github.com/whylabs/whylogs-examples/blob/mainline/python/logging_example.ipynb) | [whylogs: Embrace Data Logging](https://whylabs.ai/blog/posts/whylogs-embrace-data-logging) | +| Kafka | Log and monitor Kafka topics with whylogs| [Notebook Example](https://github.com/whylabs/whylogs-examples/blob/mainline/python/Kafka.ipynb) | [Integrating whylogs into your Kafka ML Pipeline](https://whylabs.ai/blog/posts/integrating-whylogs-into-your-kafka-ml-pipeline) | +| MLflow | Enhance MLflow metrics with whylogs: | [Notebook Example](https://github.com/whylabs/whylogs-examples/blob/mainline/python/MLFlow%20Integration%20Example.ipynb) | [Streamlining data monitoring with whylogs and MLflow](https://whylabs.ai/blog/posts/on-model-lifecycle-and-monitoring) | +| Github actions | Unit test data with whylogs and github actions| [Notebook Example](https://github.com/whylabs/whylogs-examples/tree/mainline/github-actions) | | +| RAPIDS | Use whylogs in RAPIDS environment | [Notebook Example](https://github.com/whylabs/whylogs-examples/blob/mainline/python/RAPIDS%20GPU%20Integration%20Example.ipynb)| [Monitoring High-Performance Machine Learning Models with RAPIDS and whylogs](https://whylabs.ai/blog/posts/monitoring-high-performance-machine-learning-models-with-rapids-and-whylogs) | +| Java | Run whylogs in Java environment| [Notebook Example](https://github.com/whylabs/whylogs-examples/blob/mainline/java/demo1/src/main/java/com/whylogs/examples/WhyLogsDemo.java) | | +| Scala | Run whylogs in Scala environment| [Notebook Example](https://github.com/whylabs/whylogs-examples/blob/mainline/scala/src/main/scala/WhyLogsDemo.scala) | | +| Docker | Run whylogs as in Docker | | | +| AWS S3 | Store whylogs profiles in S3 | [S3 example](https://github.com/whylabs/whylogs-examples/blob/mainline/python/S3%20example.ipynb) ## Roadmap From b5947891c47c4cc518a8b76857594b63a2583843 Mon Sep 17 00:00:00 2001 From: "Leandro G. Almeida" Date: Fri, 30 Apr 2021 09:41:44 -0700 Subject: [PATCH 3/6] Add title --- README.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 6dd4392ab1..d1e9682447 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,5 @@ +# whylog: A Data and Machine Learning Logging Standard + [![License](http://img.shields.io/:license-Apache%202-blue.svg)](https://github.com/whylabs/whylogs-python/blob/mainline/LICENSE) [![PyPI version](https://badge.fury.io/py/whylogs.svg)](https://badge.fury.io/py/whylogs) [![Coverage Status](https://coveralls.io/repos/github/whylabs/whylogs-python/badge.svg?branch=mainline&service=github)](https://coveralls.io/github/whylabs/whylogs-python?branch=mainline) @@ -8,7 +10,6 @@ [![Maintainability](https://api.codeclimate.com/v1/badges/442f6ca3dca1e583a488/maintainability)](https://codeclimate.com/github/whylabs/whylogs-python/maintainability) - whylogs is an open source standard for data and ML logging, monitoring, and troubleshooting Whylogs logging agent is the easiest way to enable logging, testing, and monitoring in an ML/AI application. The lightweight agent profiles data in real time, collecting thousands of metrics from structured data, unstructured data, and ML model predictions with zero configuration. @@ -94,6 +95,9 @@ Whylogs supports both structured and unstructured data, specifically: | Audio | In developement | [Github Issue #212](https://github.com/whylabs/whylogs/issues/212) | + + + ## Integrations | Integration | Features | Notebook | Blog Post | From b8538f45ec381eba074833ad18f7aad55ab5e393 Mon Sep 17 00:00:00 2001 From: "Leandro G. Almeida" Date: Fri, 30 Apr 2021 09:46:25 -0700 Subject: [PATCH 4/6] typo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d1e9682447..9cb3239872 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# whylog: A Data and Machine Learning Logging Standard +# whylogs: A Data and Machine Learning Logging Standard [![License](http://img.shields.io/:license-Apache%202-blue.svg)](https://github.com/whylabs/whylogs-python/blob/mainline/LICENSE) [![PyPI version](https://badge.fury.io/py/whylogs.svg)](https://badge.fury.io/py/whylogs) From 9dc26c46bb097ae4e2f99b41560a24f036f139e1 Mon Sep 17 00:00:00 2001 From: "Leandro G. Almeida" Date: Fri, 30 Apr 2021 10:27:36 -0700 Subject: [PATCH 5/6] add integration images --- README.md | 5 ++--- images/integrations.001.png | Bin 0 -> 209631 bytes 2 files changed, 2 insertions(+), 3 deletions(-) create mode 100644 images/integrations.001.png diff --git a/README.md b/README.md index 9cb3239872..de792c425f 100644 --- a/README.md +++ b/README.md @@ -95,11 +95,10 @@ Whylogs supports both structured and unstructured data, specifically: | Audio | In developement | [Github Issue #212](https://github.com/whylabs/whylogs/issues/212) | - - - ## Integrations +![current integration](images/integrations.001.png) + | Integration | Features | Notebook | Blog Post | | --- | --- | --- | --- | | Spark | Log and monitor any Spark dataframe | | | diff --git a/images/integrations.001.png b/images/integrations.001.png new file mode 100644 index 0000000000000000000000000000000000000000..1374912cc2af64ed69f566e56ae85350e39675a2 GIT binary patch literal 209631 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Almeida" Date: Fri, 30 Apr 2021 10:35:16 -0700 Subject: [PATCH 6/6] Update README.md --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index de792c425f..8fd484c8fc 100644 --- a/README.md +++ b/README.md @@ -12,11 +12,11 @@ whylogs is an open source standard for data and ML logging, monitoring, and troubleshooting -Whylogs logging agent is the easiest way to enable logging, testing, and monitoring in an ML/AI application. The lightweight agent profiles data in real time, collecting thousands of metrics from structured data, unstructured data, and ML model predictions with zero configuration. +whylogs logging agent is the easiest way to enable logging, testing, and monitoring in an ML/AI application. The lightweight agent profiles data in real time, collecting thousands of metrics from structured data, unstructured data, and ML model predictions with zero configuration. -Whylogs can be installed in any Python, Java or Spark environment; it can be deployed as a container and run as a sidecar; or invoked through various ML tools (see integrations). +whylogs can be installed in any Python, Java or Spark environment; it can be deployed as a container and run as a sidecar; or invoked through various ML tools (see integrations). -Whylogs is designed by data scientists, ML engineers and distributed systems engineers to log data in the most cost-effective, scalable and accurate manner. No sampling. No post-processing. No manual configurations. +whylogs is designed by data scientists, ML engineers and distributed systems engineers to log data in the most cost-effective, scalable and accurate manner. No sampling. No post-processing. No manual configurations. whylogs is released under the Apache 2.0 open source license. It supports many languages and is easy to extend. This repo contains the whylogs CLI, language SDKs, and individual libraries are in their own repos.