Support newly added models

Some models and parameters have been added by below bp.

Add support models
https://blueprints.launchpad.net/meteos/+spec/add-support-models

Therefore, meteos-ui should support these models and params.

And set a initial value each model parameter.

These code are scheduled to be deleted
in the future by the below bp.
https://blueprints.launchpad.net/meteos/+spec/stored-model-type

implements blueprint add-support-models
Change-Id: Ia5788b63b76c703c54e3f5b92b81736111cfa065

meteos_ui/static/dashboard/machine_learning/datasets/create/dataset-model.js

@@ -41,8 +41,8 @@
         source_dataset_url: null,
         experiment_id: null,
         params: null,
-        percent_train: null,
+        percent_train: 0.8,
-        percent_test: null,
+        percent_test: 0.2,
         swift_tenant: null,
         swift_username: null,
         swift_password: null
@@ -50,7 +50,7 @@
 
       model.newCommonDataset = {
         location: null,
-        format: null,
+        format: 'csv',
         dataset_uuid: null,
         container_name: null,
         object_name: null,

meteos_ui/static/dashboard/machine_learning/learnings/create/learning-model.js

@@ -37,7 +37,7 @@
         display_name: null,
         display_description: null,
         model_id: null,
-        method: null,
+        method: 'predict',
         args: null
       };
     }

meteos_ui/static/dashboard/machine_learning/model_evaluations/create/model_evaluation-model.js

@@ -46,7 +46,7 @@
 
       model.newCommonDataset = {
         location: null,
-        format: null,
+        format: 'csv',
         dataset_uuid: null,
         dataset_format: null,
         container_name: null,

meteos_ui/static/dashboard/machine_learning/models/create/model-model.js

@@ -50,7 +50,7 @@
 
       model.newCommonDataset = {
         location: null,
-        format: null,
+        format: 'csv',
         dataset_uuid: null,
         dataset_format: null,
         container_name: null,
@@ -61,20 +61,21 @@
       };
 
       model.newParamsSpec = {
-        numIterations: null,
+        numIterations: '10',
-        lambda: null,
+        lambda: '1.0',
-        numClasses: null,
+        numClasses: '2',
-        runs: null,
+        runs: '10',
-        mode: null,
+        mode: 'random',
-        rank: null,
+        rank: '10',
-        step: null,
+        step: '0.00000001',
         impurity: null,
-        maxDepth: null,
+        numTrees: '3',
-        maxBins:null,
+        maxDepth: '5',
-        learningRate: null,
+        maxBins: '32',
-        minCount: null,
+        learningRate: '0.025',
-        minSupport: null,
+        minCount: '5',
-        limits:null
+        minSupport: '0.2',
+        limits: '10'
       };
 
     }

meteos_ui/static/dashboard/machine_learning/models/create/spec/spec.html

@@ -21,7 +21,7 @@
         </label>
         <input name="model-model-numIterations" type="text" class="form-control" id="model-model-numIterations"
                ng-model="model.newParamsSpec.numIterations"
-                placeholder="{$ 'Parameters when creating model.'|translate $}">
+               placeholder="{$ 'Parameters when creating model.'|translate $}">
       </div>
     </div>
     <div class="col-xs-12"
@@ -37,7 +37,7 @@
       </div>
     </div>
     <div class="col-xs-12"
-         ng-if="model.newModelSpec.model_type == 'KMeans'">
+         ng-if="model.newModelSpec.model_type == 'KMeans' || model.newModelSpec.model_type.indexOf('Classification') != -1">
       <div class="form-group">
         <label class="control-label" for="model-model-numClasses">
           <translate>NumClasses</translate>
@@ -85,7 +85,7 @@
       </div>
     </div>
     <div class="col-xs-12"
-         ng-if="model.newModelSpec.model_type == 'LinearRegression'">
+         ng-if="model.newModelSpec.model_type == 'LinearRegression' || model.newModelSpec.model_type == 'RidgeRegression'">
       <div class="form-group">
         <label class="control-label" for="model-model-step">
           <translate>Step</translate>
@@ -109,7 +109,19 @@
       </div>
     </div>
     <div class="col-xs-12"
-         ng-if="model.newModelSpec.model_type == 'DecisionTreeRegression'">
+         ng-if="model.newModelSpec.model_type.indexOf('RandomForest') != -1">
+      <div class="form-group">
+        <label class="control-label" for="model-model-numTrees">
+          <translate>NumTrees</translate>
+          <span class="hz-icon-required fa fa-asterisk"></span>
+        </label>
+        <input name="model-model-numTrees" type="text" class="form-control" id="model-model-numTrees"
+               ng-model="model.newParamsSpec.numTrees"
+               placeholder="{$ 'Parameters when creating model.'|translate $}">
+      </div>
+    </div>
+    <div class="col-xs-12"
+         ng-if="model.newModelSpec.model_type.indexOf('Tree') != -1">
       <div class="form-group">
         <label class="control-label" for="model-model-maxDepth">
           <translate>MaxDepth</translate>
@@ -121,7 +133,7 @@
       </div>
     </div>
     <div class="col-xs-12"
-         ng-if="model.newModelSpec.model_type == 'DecisionTreeRegression'">
+         ng-if="model.newModelSpec.model_type.indexOf('Tree') != -1">
       <div class="form-group">
         <label class="control-label" for="model-model-maxBins">
           <translate>MaxBins</translate>

meteos_ui/static/dashboard/machine_learning/models/create/spec/template.spec.controller.js

@@ -38,7 +38,11 @@
       'LogisticRegression',
       'NaiveBayes',
       'DecisionTreeRegression',
+      'DecisionTreeClassification',
+      'RandomForestRegression',
+      'RandomForestClassification',
       'LinearRegression',
+      'RidgeRegression',
       'KMeans',
       'Recommendation',
       'Word2Vec',

meteos_ui/static/dashboard/machine_learning/models/details/drawer.html

@@ -1,4 +1,12 @@
 <div ng-controller="horizon.dashboard.machine_learning.models.DrawerController as drawerCtrl">
+  <div class="row">
+    <span class="rsp-alt-p3">
+      <dl class="col-md-4">
+        <dt translate>Model Params</dt>
+        <dd>{$ item.params $}</dd>
+      </dl>
+    </span>
+  </div>
   <div class="row">
     <span class="rsp-alt-p3">
       <dl class="col-md-4">
@@ -9,10 +17,6 @@
         <dt translate>ID</dt>
         <dd>{$ item.id $}</dd>
       </dl>
-      <dl class="col-md-4">
-        <dt translate>Model Params</dt>
-        <dd>{$ item.params $}</dd>
-      </dl>
     </span>
   </div>
 </div>

meteos_ui/static/dashboard/machine_learning/templates/create/template-model.js

@@ -41,7 +41,7 @@
         master_flavor_id: null,
         worker_nodes_num: null,
         worker_flavor_id: null,
-        spark_version: null,
+        spark_version: '1.6.0',
         floating_ip_pool: null
       };
     }