Merge branch 'WHY-2304_notebook_tests' of github.com:whylabs/whylogs-…

…python into WHY-2304_notebook_tests
whylabs · Mar 23, 2021 · 5cb9859 · 5cb9859
2 parents 033f484 + f49c942
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diff --git a/.bumpversion.cfg b/.bumpversion.cfg
@@ -1,5 +1,5 @@
 [bumpversion]
-current_version = 0.3.0
+current_version = 0.3.3-dev5
 commit = True
 tag = False
 parse = (?P<major>\d+)\.(?P<minor>\d+)\.(?P<patch>\d+)(\-(?P<release>[a-z]+)(?P<build>\d+))?

diff --git a/.github/workflows/continuous-integration.yml b/.github/workflows/continuous-integration.yml
@@ -14,7 +14,7 @@ jobs:
       fail-fast: false
       max-parallel: 6
       matrix:
-        python-version: [3.6, 3.7, 3.8]
+        python-version: [ 3.7, 3.8, 3.9]
         os: [ubuntu-latest, macOS-latest]
 
     steps:

diff --git a/README.md b/README.md
@@ -48,7 +48,7 @@ These metrics include:
 * **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 30). Note that this configuration affects the memory footprint, especially for text features.
+* **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).
@@ -58,11 +58,11 @@ Note that to use the run with matplotlib vizualiation, you'll have to install wh
 pip install "whylogs[viz]"
 ```
 
-Some of the notable notebooks:
+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 a Dataframe](https://whylogs.readthedocs.io/en/latest/auto_examples/log_dataframe.html)
-- [Logger Options](https://whylogs.readthedocs.io/en/latest/auto_examples/configure_logger.html#sphx-glr-auto-examples-configure-logger-py)
+- [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
 

diff --git a/docs/.gitignore b/docs/.gitignore
@@ -1 +1,2 @@
 auto_examples/
+api/
diff --git a/docs/api/modules.rst b/docs/api/modules.rst
diff --git a/docs/api/whylogs.app.rst b/docs/api/whylogs.app.rst
diff --git a/docs/api/whylogs.cli.rst b/docs/api/whylogs.cli.rst
diff --git a/docs/api/whylogs.core.rst b/docs/api/whylogs.core.rst
diff --git a/docs/api/whylogs.core.statistics.datatypes.rst b/docs/api/whylogs.core.statistics.datatypes.rst
diff --git a/docs/api/whylogs.core.statistics.rst b/docs/api/whylogs.core.statistics.rst
diff --git a/docs/api/whylogs.core.types.rst b/docs/api/whylogs.core.types.rst
diff --git a/docs/api/whylogs.logs.rst b/docs/api/whylogs.logs.rst
diff --git a/docs/api/whylogs.mlflow.rst b/docs/api/whylogs.mlflow.rst