Profile viewer fixes (#486)

* Add NotebookProfileViewer notebook with wine quality dataset
* - Constraints report now shows all constraints for given feature
- Distinct count in feature_statistics now shows a percentage
- Added warning for missing pybars dependency

Co-authored-by: Jamie Broomall <88007022+jamie256@users.noreply.github.com>

src/whylogs/viewer/templates/index-hbs-cdn-all-in-jupyter-constraints-report.html

@@ -548,10 +548,14 @@ <h1 class="no-responsive__title">Hold on! :)</h1>
         return column.properties.tags.name
       });
 
+
       Handlebars.registerHelper("alertLIst", function (column) {
         let alertListItem = column.map((value) => {
           if (value[1][0]) {
-            return alertListElement(value[0], value[1][0][0], value[1][0][value[1][0].length - 1] === 0 || (failedConstraints++, false))
+            let alertListValue = value[1].map((cstr)=>{
+              return alertListElement(value[0],cstr[0],cstr[cstr.length - 1] === 0 || (failedConstraints++, false))
+            })
+            return alertListValue.join(' ')
           } else {
             return alertListElement('', value[0], value[value.length - 1] === 0 ||  (failedConstraints++, false))
           }
@@ -563,6 +567,7 @@ <h1 class="no-responsive__title">Hold on! :)</h1>
          })
         return alertListItem.join(' ')
       });
+
     }
 
     function openFilter() {

src/whylogs/viewer/templates/index-hbs-cdn-all-in-jupyter-feature-summary-statistics.html

@@ -393,7 +393,7 @@ <h1 class="no-responsive__title">Hold on! :)</h1>
         const feature = Object.values(column)[1]
 
         if (feature.numberSummary && feature.numberSummary.uniqueCount) {
-          return feature.numberSummary.uniqueCount.estimate;
+          return (feature.numberSummary.uniqueCount.estimate/feature.numberSummary.count)*100;
         }
         return "0";
       });

src/whylogs/viz/browser_viz.py

@@ -21,8 +21,7 @@ def profile_viewer(profiles: List[DatasetProfile] = None, reference_profiles: Li
     except ImportError as e:
         Compiler = None
         logger.debug(str(e))
-        logger.debug("Unable to load pybars; install pybars3 to load profile from directly from the current session ")
-
+        logger.warning("Unable to load pybars; install pybars3 to load profile directly from the current session ")
         index_path = os.path.abspath(os.path.join(_MY_DIR, os.pardir, "viewer/templates", "index.html"))
         webbrowser.open_new_tab(f"file:{index_path}#")
         return None

src/whylogs/viz/jupyter_notebook_viz.py

@@ -48,7 +48,8 @@ def __get_compiled_template(self, template_name):
         except ImportError as e:
             Compiler = None
             logger.debug(str(e))
-            logger.debug("Unable to load pybars; install pybars3 to load profile from directly from the current session ")
+            logger.warning("Unable to load pybars; install pybars3 to load profile directly from the current session ")
+
         with open(template_path, "r") as file_with_template:
             source = file_with_template.read()
         compiler = Compiler()