1.8.14

* #168, updated default colorscale for heatmaps to be Jet
* #152, added scattermapbox as a valid map type
* #136 & #86: column replacements for values
* #87: highlight ranges of numbers

.circleci/config.yml

@@ -66,7 +66,7 @@ python: &python
       CIRCLE_ARTIFACTS: /tmp/circleci-artifacts
       CIRCLE_TEST_REPORTS: /tmp/circleci-test-results
       CODECOV_TOKEN: b0d35139-0a75-427a-907b-2c78a762f8f0
-      VERSION: 1.8.13
+      VERSION: 1.8.14
       PANDOC_RELEASES_URL: https://github.com/jgm/pandoc/releases
     steps:
       - attach_workspace:

CHANGES.md

@@ -1,5 +1,10 @@
 ## Changelog
 
+### 1.8.14 (2020-5-31)
+ * [#168](https://github.com/man-group/dtale/issues/168): updated default colorscale for heatmaps to be Jet
+ * [#152](https://github.com/man-group/dtale/issues/152): added scattermapbox as a valid map type
+ * [#136](https://github.com/man-group/dtale/issues/136) & [#86](https://github.com/man-group/dtale/issues/86): column replacements for values
+ * [#87](https://github.com/man-group/dtale/issues/87): highlight ranges of numeric cells
 ### 1.8.13 (2020-5-20)
  * [#193](https://github.com/man-group/dtale/issues/193): Support for JupyterHub Proxy
 

README.md

@@ -47,9 +47,9 @@ D-Tale was the product of a SAS to Python conversion.  What was originally a per
   - [Header](#header)
   - [Editing Cells](#editing-cells)
   - [Main Menu Functions](#main-menu-functions)
-    - [Describe](#describe), [Outlier Detection](#outlier-detection), [Custom Filter](#custom-filter), [Building Columns](#building-columns), [Summarize Data](#summarize-data), [Charts](#charts), [Coverage (Deprecated)](#coverage-deprecated), [Correlations](#correlations), [Heat Map](#heat-map), [Highlight Dtypes](#highlight-dtypes), [Highlight Missing](#highlight-missing), [Highlight Outliers](#highlight-outliers), [Instances](#instances), [Code Exports](#code-exports), [About](#about), [Resize](#resize), [Shutdown](#shutdown)
+    - [Describe](#describe), [Outlier Detection](#outlier-detection), [Custom Filter](#custom-filter), [Building Columns](#building-columns), [Summarize Data](#summarize-data), [Charts](#charts), [Coverage (Deprecated)](#coverage-deprecated), [Correlations](#correlations), [Heat Map](#heat-map), [Highlight Dtypes](#highlight-dtypes), [Highlight Missing](#highlight-missing), [Highlight Outliers](#highlight-outliers), [Highlight Range](#highlight-range), [Instances](#instances), [Code Exports](#code-exports), [About](#about), [Resize](#resize), [Shutdown](#shutdown)
   - [Column Menu Functions](#column-menu-functions)
-    - [Filtering](#filtering), [Moving Columns](#moving-columns), [Hiding Columns](#hiding-columns), [Delete](#delete), [Lock](#lock), [Unlock](#unlock), [Sorting](#sorting), [Formats](#formats), [Column Analysis](#column-analysis)
+    - [Filtering](#filtering), [Moving Columns](#moving-columns), [Hiding Columns](#hiding-columns), [Delete](#delete), [Rename](#rename), [Replacements](#replacements), [Lock](#lock), [Unlock](#unlock), [Sorting](#sorting), [Formats](#formats), [Column Analysis](#column-analysis)
   - [Menu Functions Depending on Browser Dimensions](#menu-functions-depending-on-browser-dimensions)
 - [For Developers](#for-developers)
   - [Cloning](#cloning)
@@ -363,6 +363,7 @@ The information in the upper right-hand corner gives grid dimensions ![](https:/
 - lower-left => row count
 - upper-right => column count
 - clicking the triangle displays the menu of standard functions (click outside menu to close it)
+
 ![](https://raw.githubusercontent.com/aschonfeld/dtale-media/master/images/Info_menu_small.png)
 
 ### Header
@@ -661,7 +662,6 @@ This is a quick way to check and see if your data has been categorized correctly
 * Any string column cells which are empty strings or strings consisting only of spaces will be highlighted in orange.
 *  ❗will be prepended to any column header which contains missing values.
 
-
 ![](https://raw.githubusercontent.com/aschonfeld/dtale-media/master/images/highlight_missing.png)
 
 #### Highlight Outliers
@@ -672,6 +672,18 @@ Highlight any cells for numeric columns which surpass the upper or lower bounds
 
 ![](https://raw.githubusercontent.com/aschonfeld/dtale-media/master/images/highlight_outliers.png)
 
+#### Highlight Range
+Highlight any range of numeric cells based on three different criteria:
+* equals
+* greater than
+* less than
+
+You can activate as many of these criteria as you'd like nad they will be treated as an "or" expression.  For example, `(x == 0) or (x < -1) or (x > 1)`
+
+|Selections|Output|
+|:------:|:------:|
+|![](https://raw.githubusercontent.com/aschonfeld/dtale-media/master/images/highlight_range_selections.png)|![](https://raw.githubusercontent.com/aschonfeld/dtale-media/master/images/highlight_range_output.png)|
+
 
 #### Code Exports
 *Code Exports* are small snippets of code representing the current state of the grid you're viewing including things like:
@@ -775,7 +787,26 @@ All column movements are saved on the server so refreshing your browser won't lo
 
 #### Delete
 
-As simple as it sounds, click this button to delete this column from your dataframe.  (Warning: not un-doable!)
+As simple as it sounds, click this button to delete this column from your dataframe.
+
+#### Rename
+
+Update the name of any column in your dataframe to a name that is not currently in use by your dataframe.
+
+![](https://raw.githubusercontent.com/aschonfeld/dtale-media/master/images/rename.png)
+
+#### Replacements
+
+This feature allows users to replace content on their column directly or for safer purposes in a brand new column.  Here are the options you have:
+
+|Type        |Data Types   |Description|Menu    |
+|------------|-------------|-----------|--------|
+|Value(s)    |all          |Replace specific values in a column with raw values, output from another column or an aggregation on your column|![](https://raw.githubusercontent.com/aschonfeld/dtale-media/master/images/replacements_value.png)|
+|Spaces Only |strings      |Replace string values consisting only of spaces with raw values|![](https://raw.githubusercontent.com/aschonfeld/dtale-media/master/images/replacements_spaces.png)|
+|Contains Char/Substring|strings      |Replace string values containing a specific character or substring|![](https://raw.githubusercontent.com/aschonfeld/dtale-media/master/images/replacements_strings.png)|
+|Scikit-Learn Imputer|numeric      |Replace missing values with the output of using different Scikit-Learn imputers like iterative, knn & simple|![](https://raw.githubusercontent.com/aschonfeld/dtale-media/master/images/replacements_sklearn.png)|
+
+Here's a quick demo: [![](http://img.youtube.com/vi/GiNFRtcpIt8/0.jpg)](http://www.youtube.com/watch?v=GiNFRtcpIt8 "Column Replacements")
 
 #### Lock
 Adds your column to "locked" columns

docker/dtale.env

@@ -1,2 +1,2 @@
-VERSION=1.8.13
+VERSION=1.8.14
 TZ=America/New_York

docs/source/conf.py

@@ -64,9 +64,9 @@
 # built documents.
 #
 # The short X.Y version.
-version = u'1.8.13'
+version = u'1.8.14'
 # The full version, including alpha/beta/rc tags.
-release = u'1.8.13'
+release = u'1.8.14'
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.

docs/source/requirements.txt

@@ -10,4 +10,5 @@ markdown
 pandas
 future
 Flask
-scipy
+scipy
+scikit-learn

dtale/app.py

@@ -66,13 +66,14 @@ def __init__(self, *args, **kwargs):
         self.host = kwargs.pop('hostname', 'localhost')
         self.port = kwargs.pop('port', str(random.randint(0, 65535))) or str(random.randint(0, 65535))
         super(DtaleFlaskTesting, self).__init__(*args, **kwargs)
+        self.application.config['SERVER_NAME'] = '{host}:{port}'.format(host=self.host, port=self.port)
+        self.application.config['SESSION_COOKIE_DOMAIN'] = 'localhost.localdomain'
 
     def get(self, *args, **kwargs):
         """
         :param args: Optional arguments to be passed to :meth:`flask:flask.FlaskClient.get`
         :param kwargs: Optional keyword arguments to be passed to :meth:`flask:flask.FlaskClient.get`
         """
-        self.application.config['SERVER_NAME'] = '{host}:{port}'.format(host=self.host, port=self.port)
         return super(DtaleFlaskTesting, self).get(url_scheme='http', *args, **kwargs)
 
 

dtale/charts/utils.py

@@ -10,6 +10,19 @@
 YAXIS_CHARTS = ['line', 'bar', 'scatter']
 ZAXIS_CHARTS = ['heatmap', '3d_scatter', 'surface']
 MAX_GROUPS = 30
+MAPBOX_TOKEN = None
+
+
+def get_mapbox_token():
+    global MAPBOX_TOKEN
+
+    return MAPBOX_TOKEN
+
+
+def set_mapbox_token(token):
+    global MAPBOX_TOKEN
+
+    MAPBOX_TOKEN = token
 
 
 def valid_chart(chart_type=None, x=None, y=None, z=None, **inputs):
@@ -33,7 +46,7 @@ def valid_chart(chart_type=None, x=None, y=None, z=None, **inputs):
         map_type = inputs.get('map_type')
         if map_type == 'choropleth' and all(inputs.get(p) is not None for p in ['loc_mode', 'loc', 'map_val']):
             return True
-        elif map_type == 'scattergeo' and all(inputs.get(p) is not None for p in ['lat', 'lon']):
+        elif map_type in ['scattergeo', 'mapbox'] and all(inputs.get(p) is not None for p in ['lat', 'lon']):
             return True
         return False