From 921726b7bf2ced0cbb348f366d8a2955400567c3 Mon Sep 17 00:00:00 2001
From: zsloan
Date: Wed, 19 Oct 2016 22:11:20 +0000
Subject: Rewrote export CSV in python

Still need to add metadata and change it to where only selected traits are exported
---
 wqflask/wqflask/export_traits.py                   | 28 ++++++++
 .../static/new/javascript/search_results.js        | 38 ++++++++++
 wqflask/wqflask/templates/search_result_page.html  | 84 +++++++---------------
 wqflask/wqflask/views.py                           | 12 ++++
 4 files changed, 105 insertions(+), 57 deletions(-)
 create mode 100644 wqflask/wqflask/export_traits.py

diff --git a/wqflask/wqflask/export_traits.py b/wqflask/wqflask/export_traits.py
new file mode 100644
index 00000000..280566d7
--- /dev/null
+++ b/wqflask/wqflask/export_traits.py
@@ -0,0 +1,28 @@
+from __future__ import print_function, division
+
+import operator
+import csv
+import xlsxwriter
+import StringIO 
+
+import simplejson as json
+
+from pprint import pformat as pf
+
+def export_search_results_csv(targs):
+
+    table_data = json.loads(targs['export_data'])
+    table_headers = table_data['headers']
+    table_rows = table_data['rows']
+    
+    buff = StringIO.StringIO()
+    writer = csv.writer(buff)
+    
+    writer.writerow(table_headers)
+    for trait_info in table_rows:
+        writer.writerow(trait_info)
+        
+    csv_data = buff.getvalue()
+    buff.close()
+
+    return csv_data
\ No newline at end of file
diff --git a/wqflask/wqflask/static/new/javascript/search_results.js b/wqflask/wqflask/static/new/javascript/search_results.js
index 746564fd..54a61a45 100644
--- a/wqflask/wqflask/static/new/javascript/search_results.js
+++ b/wqflask/wqflask/static/new/javascript/search_results.js
@@ -155,10 +155,48 @@ $(function() {
         });
     }
   };
+
+  export_traits = function() {
+    trait_data = get_traits_from_table("trait_table")
+  };
+
+  get_traits_from_table = function(table_name) {
+    trait_table = $('#'+table_name);
+    table_dict = {};
+
+    headers = [];
+    trait_table.find('th').each(function () {
+      if ($(this).data('export')){
+        headers.push($(this).data('export'))
+      }
+    });
+    table_dict['headers'] = headers;
+
+    rows = [];
+    trait_table.find('tbody tr').each(function (i, tr) {
+      this_row = [];
+      $(tr).find('td').each(function(j, td){
+        if ($(td).data('export')){
+          this_row.push($(td).data('export'));
+        }
+      });
+      rows.push(this_row);
+    });
+    table_dict['rows'] = rows;
+    console.log("TABLEDICT:", table_dict);
+
+    json_table_dict = JSON.stringify(table_dict);
+    $('input[name=export_data]').val(json_table_dict);
+
+    $('#export_form').attr('action', '/export_traits_csv');
+    $('#export_form').submit();
+  };
+
   $("#select_all").click(select_all);
   $("#deselect_all").click(deselect_all);
   $("#invert").click(invert);
   $("#add").click(add);
   $("#remove").click(remove);
+  $("#export_traits").click(export_traits);
   $('.trait_checkbox, .btn').click(change_buttons);
 });
\ No newline at end of file
diff --git a/wqflask/wqflask/templates/search_result_page.html b/wqflask/wqflask/templates/search_result_page.html
index 708c83eb..13993e83 100644
--- a/wqflask/wqflask/templates/search_result_page.html
+++ b/wqflask/wqflask/templates/search_result_page.html
@@ -13,7 +13,6 @@
         'GeneNetwork found {}.'.format(numify(results|count, "record", "records"))) }}
 
     <div class="container">
-
         <input type="hidden" name="uc_id" id="uc_id" value="{{ uc_id }}">
 
         <!-- Need to customize text more for other types of searches -->
@@ -54,12 +53,16 @@
           <button class="btn btn-default" id="deselect_all"><span class="glyphicon glyphicon-remove"></span> Deselect All</button>
           <button class="btn btn-default" id="invert"><span class="glyphicon glyphicon-resize-vertical"></span> Invert</button>
           <button class="btn btn-default" id="add" disabled><span class="glyphicon glyphicon-plus-sign"></span> Add</button>
-          <!--<button class="btn btn-default"><span class="glyphicon glyphicon-download"></span> Download Table</button>-->
           <button id="redraw" class="btn btn-default">Reset Columns</button>
           <input type="text" id="searchbox" class="form-control" style="width: 200px; display: inline;" placeholder="Search This Table For ...">
           <input type="text" id="select_top" class="form-control" style="width: 200px; display: inline;" placeholder="Select Top ...">
           <br />
           <br />
+          <form id="export_form" method="POST" action="/export_traits_csv">
+          <input type="hidden" name="export_data" id="export_data" value="">
+          <button class="btn btn-default" id="export_traits">Download CSV</button>
+          </form>
+          <br />
 <!--
           Removing this until more options are added and work correctly
           {% if dataset.type == 'ProbeSet' %}
@@ -82,11 +85,11 @@
                         <th style="background-color: #eeeeee;"></th>
                     {% for header in header_fields %}
                         {% if header == 'Max LRS' %}
-                        <th style="background-color: #eeeeee; text-align: right;">Max<br>LRS</th>
+                        <th data-export="Max LRS" style="background-color: #eeeeee; text-align: right;">Max<br>LRS</th>
                         {% elif header == 'Additive Effect' %}
-                        <th style="background-color: #eeeeee; text-align: right;">Additive<br>Effect<a href="http://genenetwork.org//glossary.html#A" target="_blank"><sup style="color:#f00"> ?</sup></a></th>
+                        <th data-export="Additive Effect" style="background-color: #eeeeee; text-align: right;">Additive<br>Effect<a href="http://genenetwork.org//glossary.html#A" target="_blank"><sup style="color:#f00"> ?</sup></a></th>
                         {% else %}
-                        <th style="background-color: #eeeeee;">{{header}}</th>
+                        <th data-export="{{header}}" style="background-color: #eeeeee;">{{header}}</th>
                         {% endif %}
                     {% endfor %}
                     </tr>
@@ -97,8 +100,8 @@
                     <TR id="trait:{{ this_trait.name }}:{{ this_trait.dataset.name }}">
                         <TD><INPUT TYPE="checkbox" NAME="searchResult" class="checkbox trait_checkbox" style="transform: scale(1.5);" VALUE="{{ data_hmac('{}:{}'.format(this_trait.name, this_trait.dataset.name)) }}">
                         </TD>
-                        <TD align="right">{{ loop.index }}</TD>
-                        <TD>
+                        <TD data-export="{{ loop.index }}" align="right">{{ loop.index }}</TD>
+                        <TD data-export="{{ this_trait.name }}">
                             <a href="{{ url_for('show_trait_page',
                                     trait_id = this_trait.name,
                                     dataset = dataset.name
@@ -107,26 +110,26 @@
                             </a>
                         </TD>
                         {% if dataset.type == 'ProbeSet' %}
-                            <TD>{{ this_trait.symbol }}</TD>
-                            <TD>{{ this_trait.description_display }}</TD>
-                            <TD>{{ this_trait.location_repr }}</TD>
-                            <TD align="right">{{ '%0.3f' % this_trait.mean|float }}</TD>
-                            <TD align="right">{{ '%0.3f' % this_trait.LRS_score_repr|float }}</TD>
-                            <TD>{{ this_trait.LRS_location_repr }}</TD>
-                            <TD align="right">{{ '%0.3f' % this_trait.additive|float }}</TD>
+                            <TD data-export="{{ this_trait.symbol }}">{{ this_trait.symbol }}</TD>
+                            <TD data-export="{{ this_trait.description_display }}">{{ this_trait.description_display }}</TD>
+                            <TD data-export="{{ this_trait.location_repr }}">{{ this_trait.location_repr }}</TD>
+                            <TD data-export="{{ '%0.3f' % this_trait.mean|float }}" align="right">{{ '%0.3f' % this_trait.mean|float }}</TD>
+                            <TD data-export="{{ '%0.3f' % this_trait.LRS_score_repr|float }}" align="right">{{ '%0.3f' % this_trait.LRS_score_repr|float }}</TD>
+                            <TD data-export="{{ this_trait.LRS_location_repr }}">{{ this_trait.LRS_location_repr }}</TD>
+                            <TD data-export="{{ '%0.3f' % this_trait.additive|float }}" align="right">{{ '%0.3f' % this_trait.additive|float }}</TD>
                         {% elif dataset.type == 'Publish' %}
-                            <TD>{{ this_trait.description_display }}</TD>
-                            <TD>{{ this_trait.authors }}</TD>
-                            <TD data-sort="{{ this_trait.pubmed_text }}">
+                            <TD data-export="{{ this_trait.description_display }}">{{ this_trait.description_display }}</TD>
+                            <TD data-export="{{ this_trait.authors }}">{{ this_trait.authors }}</TD>
+                            <TD data-export="{{ this_trait.pubmed_text }}" data-sort="{{ this_trait.pubmed_text }}">
                                 <a href="{{ this_trait.pubmed_link }}">
                                     {{ this_trait.pubmed_text }}
                                 </a>
                             </TD>
-                            <TD>{{ '%0.3f' % this_trait.LRS_score_repr|float }}</TD>
-                            <TD>{{ this_trait.LRS_location_repr }}</TD>
-                            <TD>{{ '%0.3f' % this_trait.additive|float }}</TD>
+                            <TD data-export="{{ '%0.3f' % this_trait.LRS_score_repr|float }}">{{ '%0.3f' % this_trait.LRS_score_repr|float }}</TD>
+                            <TD data-export="{{ this_trait.LRS_location_repr }}">{{ this_trait.LRS_location_repr }}</TD>
+                            <TD data-export="{{ '%0.3f' % this_trait.additive|float }}">{{ '%0.3f' % this_trait.additive|float }}</TD>
                         {% elif dataset.type == 'Geno' %}
-                            <TD>{{ this_trait.location_repr }}</TD>
+                            <TD data-export="{{ this_trait.location_repr }}">{{ this_trait.location_repr }}</TD>
                         {% endif %}
                     </TR>
                 {% endfor %}
@@ -235,18 +238,7 @@
                     { "type": "natural" }
                 ],
                 "order": [[1, "asc" ]],
-                "buttons": [
-                    {
-                       extend: 'csvHtml5',
-                       text: 'Download CSV',
-                       title: 'search_results',
-                       fieldBoundary: '"',
-                       exportOptions: {
-                           columns: [1, 2, 3, 4, 5, 6, 7, 8, 9]
-                       }
-                    }
-                ],
-                "sDom": "RZBtir",
+                "sDom": "RZtir",
                 "iDisplayLength": -1,
                 "bDeferRender": true,
                 "bSortClasses": false,
@@ -269,18 +261,7 @@
                     { "type": "natural" }
                 ],
                 "order": [[1, "asc" ]],
-                "buttons": [
-                    {
-                       extend: 'csvHtml5',
-                       text: 'Download CSV',
-                       title: 'search_results',
-                       fieldBoundary: '"',
-                       exportOptions: {
-                           columns: [1, 2, 3, 4, 5, 6, 7]
-                       }
-                    }
-                ],
-                "sDom": "RZBtir",
+                "sDom": "RZtir",
                 "iDisplayLength": -1,
                 "autoWidth": false,
                 "bDeferRender": true,
@@ -298,18 +279,7 @@
                     { "type": "natural", "width": "40%"}
                 ],
                 "order": [[1, "asc" ]],
-                "buttons": [
-                    {
-                       extend: 'csvHtml5',
-                       text: 'Download CSV',
-                       title: 'search_results',
-                       fieldBoundary: '"',
-                       exportOptions: {
-                           columns: [1, 2, 3]
-                       }
-                    }
-                ],
-                "sDom": "RZBtir",
+                "sDom": "RZtir",
                 "iDisplayLength": -1,
                 "autoWidth": true,
                 "bDeferRender": true,
diff --git a/wqflask/wqflask/views.py b/wqflask/wqflask/views.py
index fb52165a..ec5035ce 100644
--- a/wqflask/wqflask/views.py
+++ b/wqflask/wqflask/views.py
@@ -33,6 +33,7 @@ import sqlalchemy
 from wqflask import app
 from flask import g, Response, request, make_response, render_template, send_from_directory, jsonify, redirect
 from wqflask import search_results
+from wqflask import export_traits
 from wqflask import gsearch
 from wqflask import update_search_results
 from wqflask import docs
@@ -338,6 +339,17 @@ def export_trait_csv():
                     mimetype='text/csv',
                     headers={"Content-Disposition":"attachment;filename=sample_data.csv"})
 
+@app.route('/export_traits_csv', methods=('POST',))
+def export_traits_csv():
+    """CSV file consisting of the traits from the search result page"""
+    logger.info("In export_traits_csv")
+    logger.info("request.form:", request.form)
+    csv_data = export_traits.export_search_results_csv(request.form)
+
+    return Response(csv_data,
+                    mimetype='text/csv',
+                    headers={"Content-Disposition":"attachment;filename=trait_list.csv"})
+
 @app.route('/export_perm_data', methods=('POST',))
 def export_perm_data():
     """CSV file consisting of the permutation data for the mapping results"""
-- 
cgit v1.2.3


From 4feab4e85475834fafa930291934b441d1611e44 Mon Sep 17 00:00:00 2001
From: zsloan
Date: Fri, 21 Oct 2016 19:53:36 +0000
Subject: Added metadata to "Download Table"

Only checked traits are now downloaded and all traits are downloaded if nothing is checked
---
 wqflask/wqflask/export_traits.py                   | 14 +++++++++++-
 .../static/new/javascript/search_results.js        | 25 ++++++++++++++++------
 wqflask/wqflask/templates/search_result_page.html  |  1 +
 3 files changed, 33 insertions(+), 7 deletions(-)

diff --git a/wqflask/wqflask/export_traits.py b/wqflask/wqflask/export_traits.py
index 280566d7..eeed72f1 100644
--- a/wqflask/wqflask/export_traits.py
+++ b/wqflask/wqflask/export_traits.py
@@ -4,6 +4,7 @@ import operator
 import csv
 import xlsxwriter
 import StringIO 
+import datetime
 
 import simplejson as json
 
@@ -18,10 +19,21 @@ def export_search_results_csv(targs):
     buff = StringIO.StringIO()
     writer = csv.writer(buff)
     
+    metadata = []
+
+    metadata.append(["Citations: Please see www.genenetwork.org/reference.html"])
+    metadata.append(["Database: " + targs['database_name']])
+    metadata.append(["Date: " + datetime.datetime.now().strftime("%B %d, %Y")])
+    metadata.append(["Time: " + datetime.datetime.now().strftime("%H:%M GMT")])
+    metadata.append(["Status of data ownership: Possibly unpublished data; please see www.genenetwork.org/statusandContact.html for details on sources, ownership, and usage of these data."])
+
+    for metadata_row in metadata:
+        writer.writerow(metadata_row)
+
     writer.writerow(table_headers)
     for trait_info in table_rows:
         writer.writerow(trait_info)
-        
+
     csv_data = buff.getvalue()
     buff.close()
 
diff --git a/wqflask/wqflask/static/new/javascript/search_results.js b/wqflask/wqflask/static/new/javascript/search_results.js
index 54a61a45..5250523f 100644
--- a/wqflask/wqflask/static/new/javascript/search_results.js
+++ b/wqflask/wqflask/static/new/javascript/search_results.js
@@ -174,13 +174,26 @@ $(function() {
 
     rows = [];
     trait_table.find('tbody tr').each(function (i, tr) {
-      this_row = [];
-      $(tr).find('td').each(function(j, td){
-        if ($(td).data('export')){
-          this_row.push($(td).data('export'));
+      if (trait_table.find('input[name="searchResult"]:checked').length > 0) {
+        if ($(this).find('input[name="searchResult"]').is(':checked')){
+          this_row = [];
+          $(tr).find('td').each(function(j, td){
+            if ($(td).data('export')){
+              this_row.push($(td).data('export'));
+            }
+          });
+          rows.push(this_row);
         }
-      });
-      rows.push(this_row);
+      }
+      else {
+        this_row = [];
+        $(tr).find('td').each(function(j, td){
+          if ($(td).data('export')){
+            this_row.push($(td).data('export'));
+          }
+        });
+        rows.push(this_row);
+      }
     });
     table_dict['rows'] = rows;
     console.log("TABLEDICT:", table_dict);
diff --git a/wqflask/wqflask/templates/search_result_page.html b/wqflask/wqflask/templates/search_result_page.html
index 13993e83..f44714f3 100644
--- a/wqflask/wqflask/templates/search_result_page.html
+++ b/wqflask/wqflask/templates/search_result_page.html
@@ -59,6 +59,7 @@
           <br />
           <br />
           <form id="export_form" method="POST" action="/export_traits_csv">
+          <input type="hidden" name="database_name" id="database_name" value="{{ dataset.fullname }}">
           <input type="hidden" name="export_data" id="export_data" value="">
           <button class="btn btn-default" id="export_traits">Download CSV</button>
           </form>
-- 
cgit v1.2.3


From eb4a6942d51f1f69135f95fb14587a6494732eda Mon Sep 17 00:00:00 2001
From: zsloan
Date: Fri, 21 Oct 2016 20:55:54 +0000
Subject: Added CSV table download option to both gene and pheno global search
 The "Database" part of the metadata isn't displayed for global search table
 downloads

In both regular and global search, the table can not be sorted by whether the first column is checked

Removed some unused datatables/javascript from the regular and global search page html
---
 wqflask/wqflask/export_traits.py                   |   3 +-
 .../static/new/javascript/search_results.js        |   2 -
 wqflask/wqflask/templates/gsearch_gene.html        |  97 ++++++++-----------
 wqflask/wqflask/templates/gsearch_pheno.html       | 106 ++++++++-------------
 wqflask/wqflask/templates/search_result_page.html  |  44 +--------
 5 files changed, 85 insertions(+), 167 deletions(-)

diff --git a/wqflask/wqflask/export_traits.py b/wqflask/wqflask/export_traits.py
index eeed72f1..f8fce929 100644
--- a/wqflask/wqflask/export_traits.py
+++ b/wqflask/wqflask/export_traits.py
@@ -22,7 +22,8 @@ def export_search_results_csv(targs):
     metadata = []
 
     metadata.append(["Citations: Please see www.genenetwork.org/reference.html"])
-    metadata.append(["Database: " + targs['database_name']])
+    if targs['database_name'] != "None":
+        metadata.append(["Database: " + targs['database_name']])
     metadata.append(["Date: " + datetime.datetime.now().strftime("%B %d, %Y")])
     metadata.append(["Time: " + datetime.datetime.now().strftime("%H:%M GMT")])
     metadata.append(["Status of data ownership: Possibly unpublished data; please see www.genenetwork.org/statusandContact.html for details on sources, ownership, and usage of these data."])
diff --git a/wqflask/wqflask/static/new/javascript/search_results.js b/wqflask/wqflask/static/new/javascript/search_results.js
index 5250523f..40fdff70 100644
--- a/wqflask/wqflask/static/new/javascript/search_results.js
+++ b/wqflask/wqflask/static/new/javascript/search_results.js
@@ -73,7 +73,6 @@ $(function() {
   });
 
   $('.trait_checkbox:checkbox').change(function() {
-      console.log("CHANGED")
       change_buttons()
 
       if ($(this).is(":checked")) {
@@ -108,7 +107,6 @@ $(function() {
     var button, buttons, item, num_checked, text, _i, _j, _k, _l, _len, _len2, _len3, _len4, _results, _results2;
     buttons = ["#add", "#remove"];
     num_checked = $('.trait_checkbox:checked').length;
-    console.log("num_checked is:", num_checked);
     if (num_checked === 0) {
       for (_i = 0, _len = buttons.length; _i < _len; _i++) {
         button = buttons[_i];
diff --git a/wqflask/wqflask/templates/gsearch_gene.html b/wqflask/wqflask/templates/gsearch_gene.html
index 2d970b36..776b8d07 100644
--- a/wqflask/wqflask/templates/gsearch_gene.html
+++ b/wqflask/wqflask/templates/gsearch_gene.html
@@ -20,46 +20,51 @@
             <button class="btn btn-default" id="add" disabled ><span class="glyphicon glyphicon-plus-sign"></span> Add</button>
             <input type="text" id="searchbox" class="form-control" style="width: 180px; display: inline;" placeholder="Search This Table For ...">
             <input type="text" id="select_top" class="form-control" style="width: 120px; display: inline;" placeholder="Select Top ...">
-
             <br />
             <br />
+            <form id="export_form" method="POST" action="/export_traits_csv">
+              <input type="hidden" name="database_name" id="database_name" value="None">
+              <input type="hidden" name="export_data" id="export_data" value="">
+              <button class="btn btn-default" id="export_traits">Download CSV</button>
+            </form>
+            <br />
             <div style="width: 2000px; background-color: #eeeeee; border: 1px solid black;">
               <table width="2000px" id="trait_table" class="table table-hover table-striped" >
                 <thead>
                   <tr>
                     <th style="background-color: #eeeeee;"></th>
-                    <th style="background-color: #eeeeee;">Index</th>
-                    <th style="background-color: #eeeeee;">Species</th> 
-                    <th style="background-color: #eeeeee;">Group</th> 
-                    <th style="background-color: #eeeeee;">Tissue</th> 
-                    <th style="background-color: #eeeeee;">Dataset</th> 
-                    <th style="background-color: #eeeeee;">Record</th> 
-                    <th style="background-color: #eeeeee;">Symbol</th> 
-                    <th style="background-color: #eeeeee;">Description</th> 
-                    <th style="background-color: #eeeeee;">Location</th>
-                    <th style="background-color: #eeeeee;">Mean</th>
-                    <th style="background-color: #eeeeee;">Max&nbsp;&nbsp;<br>LRS<a href="http://genenetwork.org/glossary.html#L" target="_blank"><sup style="color:#f00"> ?</sup></a></th>
-                    <th style="background-color: #eeeeee;">Max LRS Location</th>
-                    <th style="background-color: #eeeeee;">Additive<br>Effect<a href="http://genenetwork.org/glossary.html#A" target="_blank"><sup style="color:#f00"> ?</sup></a></th>
+                    <th data-export="Index" style="background-color: #eeeeee;">Index</th>
+                    <th data-export="Species" style="background-color: #eeeeee;">Species</th> 
+                    <th data-export="Group" style="background-color: #eeeeee;">Group</th> 
+                    <th data-export="Tissue" style="background-color: #eeeeee;">Tissue</th> 
+                    <th data-export="Dataset" style="background-color: #eeeeee;">Dataset</th> 
+                    <th data-export="Record" style="background-color: #eeeeee;">Record</th> 
+                    <th data-export="Symbol" style="background-color: #eeeeee;">Symbol</th> 
+                    <th data-export="Description" style="background-color: #eeeeee;">Description</th> 
+                    <th data-export="Location" style="background-color: #eeeeee;">Location</th>
+                    <th data-export="Mean" style="background-color: #eeeeee;">Mean</th>
+                    <th data-export="Max LRS" style="background-color: #eeeeee;">Max&nbsp;&nbsp;<br>LRS<a href="http://genenetwork.org/glossary.html#L" target="_blank"><sup style="color:#f00"> ?</sup></a></th>
+                    <th data-export="Max LRS Location" style="background-color: #eeeeee;">Max LRS Location</th>
+                    <th data-export="Additive Effect" style="background-color: #eeeeee;">Additive<br>Effect<a href="http://genenetwork.org/glossary.html#A" target="_blank"><sup style="color:#f00"> ?</sup></a></th>
                   </tr>
                 </thead> 
                 <tbody>
                   {% for this_trait in trait_list %}
                   <tr id="trait:{{ this_trait.name }}:{{ this_trait.dataset.name }}">
                     <td><input type="checkbox" name="searchResult" class="checkbox trait_checkbox" style="transform: scale(1.5);" value="{{ data_hmac('{}:{}'.format(this_trait.name, this_trait.dataset.name)) }}"></td>
-                    <td>{{ loop.index }}</td>
-                    <td>{{ this_trait.dataset.group.species }}</td>
-                    <td>{{ this_trait.dataset.group.name }}</td>
-                    <td>{{ this_trait.dataset.tissue }}</td>
-                    <td>{{ this_trait.dataset.name }}</td>
-                    <td><a href="{{ url_for('show_trait_page', trait_id = this_trait.name, dataset = this_trait.dataset.name)}}">{{ this_trait.name }}</a></td>
-                    <td>{{ this_trait.symbol }}</td>
-                    <td>{{ this_trait.description_display }}</td>
-                    <td align="right">{{ this_trait.location_repr }}</td>
-                    <td align="right">{{ '%0.3f' % this_trait.mean|float }}</td>
-                    <td align="right">{% if this_trait.LRS_score_repr != "N/A" %}{{ '%0.1f' % this_trait.LRS_score_repr|float }}{% else %}N/A{% endif %}</td>
-                    <td align="right">{{ this_trait.LRS_location_repr }}</td>
-                    <td align="right">{% if this_trait.additive != "" %}{{ '%0.3f' % this_trait.additive|float }}{% else %}N/A{% endif %}</td>
+                    <td data-export="{{ loop.index }}">{{ loop.index }}</td>
+                    <td data-export="{{ this_trait.dataset.group.species }}">{{ this_trait.dataset.group.species }}</td>
+                    <td data-export="{{ this_trait.dataset.group.name }}">{{ this_trait.dataset.group.name }}</td>
+                    <td data-export="{{ this_trait.dataset.tissue }}">{{ this_trait.dataset.tissue }}</td>
+                    <td data-export="{{ this_trait.dataset.name }}">{{ this_trait.dataset.name }}</td>
+                    <td data-export="{{ this_trait.name }}"><a href="{{ url_for('show_trait_page', trait_id = this_trait.name, dataset = this_trait.dataset.name)}}">{{ this_trait.name }}</a></td>
+                    <td data-export="{{ this_trait.symbol }}">{{ this_trait.symbol }}</td>
+                    <td data-export="{{ this_trait.description_display }}">{{ this_trait.description_display }}</td>
+                    <td data-export="{{ this_trait.location_repr }}" align="right">{{ this_trait.location_repr }}</td>
+                    <td data-export="{{ '%0.3f' % this_trait.mean|float }}" align="right">{{ '%0.3f' % this_trait.mean|float }}</td>
+                    <td data-export="{% if this_trait.LRS_score_repr != "N/A" %}{{ '%0.1f' % this_trait.LRS_score_repr|float }}{% else %}N/A{% endif %}" align="right">{% if this_trait.LRS_score_repr != "N/A" %}{{ '%0.1f' % this_trait.LRS_score_repr|float }}{% else %}N/A{% endif %}</td>
+                    <td data-export="{{ this_trait.LRS_location_repr }}" align="right">{{ this_trait.LRS_location_repr }}</td>
+                    <td data-export="{% if this_trait.additive != "" %}{{ '%0.3f' % this_trait.additive|float }}{% else %}N/A{% endif %}" align="right">{% if this_trait.additive != "" %}{{ '%0.3f' % this_trait.additive|float }}{% else %}N/A{% endif %}</td>
                   </tr>
                   {% endfor %}
                 </tbody>
@@ -105,27 +110,12 @@
     <script language="javascript" type="text/javascript" src="/static/packages/TableTools/media/js/TableTools.min.js"></script>
 	
     <script type="text/javascript" charset="utf-8">
-        function getValue(x) {
-            if (x.indexOf('input') >= 0) {
-                if ($(x).val() == 'x') {
-                    return 0;
-                }
-                else {
-                   return parseFloat($(x).val());
-                }
-            }
-            else if (isNaN(x)) {
-                return x;
-            }
-            return parseFloat(x);
-        }
-
         $.fn.dataTable.ext.order['dom-checkbox'] = function  ( settings, col )
         {
             return this.api().column( col, {order:'index'} ).nodes().map( function ( td, i ) {
                 return $('input', td).prop('checked') ? '1' : '0';
             } );
-        }
+        };
 
         $(document).ready( function () {
             
@@ -138,19 +128,8 @@
             console.time("Creating table");
             $('#trait_table').DataTable( {
                 "paging": false,
-                "buttons": [
-                    {
-                       extend: 'csvHtml5',
-                       text: 'Download CSV',
-                       title: 'search_results',
-                       fieldBoundary: '"',
-                       exportOptions: {
-                           columns: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13]
-                       }
-                    }
-                ],
                 "columns": [
-                    { "type": "natural" },
+                    { "orderDataType": "dom-checkbox" },
                     { "type": "natural" },
                     { "type": "natural" },
                     { "type": "natural", "width": "8%"  },
@@ -165,8 +144,14 @@
                     { "type": "natural", "width": "8%" },
                     { "type": "natural" }
                 ],
+                "columnDefs": [
+                    {
+                        "targets": 0,
+                        "orderDataType": "dom-checkbox"
+                    }
+                ],
                 "order": [[1, "asc" ]],
-                "sDom": "Btir",
+                "sDom": "tir",
                 "autoWidth": false,
                 "bDeferRender": true,
                 "scrollY": "800px",
diff --git a/wqflask/wqflask/templates/gsearch_pheno.html b/wqflask/wqflask/templates/gsearch_pheno.html
index be4981bb..9aad7568 100644
--- a/wqflask/wqflask/templates/gsearch_pheno.html
+++ b/wqflask/wqflask/templates/gsearch_pheno.html
@@ -25,37 +25,43 @@
             <input type="text" id="select_top" class="form-control" style="width: 200px; display: inline;" placeholder="Select Top ...">
             <br />
             <br />
+            <form id="export_form" method="POST" action="/export_traits_csv">
+              <input type="hidden" name="database_name" id="database_name" value="None">
+              <input type="hidden" name="export_data" id="export_data" value="">
+              <button class="btn btn-default" id="export_traits">Download CSV</button>
+            </form>
+            <br />
             <div style="width: 1500px; background-color: #eeeeee; border: 1px solid black;">
             <table width="1500px" id="trait_table" class="table table-hover table-striped">
                 <thead>
                     <tr>
                         <th style="background-color: #eeeeee;"></th>
-                        <th style="background-color: #eeeeee;">Index</th>
-                        <th style="background-color: #eeeeee;">Species</th>
-                        <th style="background-color: #eeeeee;">Group</th>
-                        <th style="background-color: #eeeeee;">Record</th>
-                        <th style="background-color: #eeeeee;">Description</th>
-                        <th style="background-color: #eeeeee;">Authors</th>
-                        <th style="background-color: #eeeeee;">Year</th>
-                        <th style="background-color: #eeeeee; text-align: right;">Max&nbsp;&nbsp;<br>LRS<a href="http://genenetwork.org//glossary.html#L" target="_blank"><sup style="color:#f00"> ?</sup></a></th>
-                        <th style="background-color: #eeeeee;">Max LRS Location</th>
-                        <th style="background-color: #eeeeee; text-align: right;">Additive<br>Effect<a href="http://genenetwork.org//glossary.html#A" target="_blank"><sup style="color:#f00"> ?</sup></a></th>
+                        <th data-export="Index" style="background-color: #eeeeee;">Index</th>
+                        <th data-export="Species" style="background-color: #eeeeee;">Species</th>
+                        <th data-export="Group" style="background-color: #eeeeee;">Group</th>
+                        <th data-export="Record" style="background-color: #eeeeee;">Record</th>
+                        <th data-export="Description" style="background-color: #eeeeee;">Description</th>
+                        <th data-export="Authors" style="background-color: #eeeeee;">Authors</th>
+                        <th data-export="Year" style="background-color: #eeeeee;">Year</th>
+                        <th data-export="LRS" style="background-color: #eeeeee; text-align: right;">Max&nbsp;&nbsp;<br>LRS<a href="http://genenetwork.org//glossary.html#L" target="_blank"><sup style="color:#f00"> ?</sup></a></th>
+                        <th data-export="LRS Location" style="background-color: #eeeeee;">Max LRS Location</th>
+                        <th data-export="Additive Effect" style="background-color: #eeeeee; text-align: right;">Additive<br>Effect<a href="http://genenetwork.org//glossary.html#A" target="_blank"><sup style="color:#f00"> ?</sup></a></th>
                     </tr>
                 </thead>
                 <tbody>
                  {% for this_trait in trait_list %}
                     <TR id="trait:{{ this_trait.name }}:{{ this_trait.dataset.name }}">
                         <td><INPUT TYPE="checkbox" NAME="searchResult" class="checkbox trait_checkbox" style="transform: scale(1.5);" VALUE="{{ data_hmac('{}:{}'.format(this_trait.name, this_trait.dataset.name)) }}"></td>
-                        <td>{{ loop.index }}</td>
-                        <td>{{ this_trait.dataset.group.species }}</td>
-                        <td>{{ this_trait.dataset.group.name }}</td>
-                        <td><a href="{{ url_for('show_trait_page', trait_id = this_trait.name, dataset = this_trait.dataset.name)}}">{{ this_trait.name }}</a></td>
-                        <td>{{ this_trait.description_display }}</td>
-                        <td>{{ this_trait.authors }}</td>
-                        <td data-order="{{ this_trait.pubmed_text }}"><a href="{{ this_trait.pubmed_link }}">{{ this_trait.pubmed_text }}</a></td>
-                        <td align="right">{% if this_trait.LRS_score_repr != "N/A" %}{{ '%0.1f' % this_trait.LRS_score_repr|float }}{% else %}N/A{% endif %}</td>
-                        <td align="right">{{ this_trait.LRS_location_repr }}</td>
-                        <td align="right">{% if this_trait.additive != "" %}{{ this_trait.additive }}{% else %}N/A{% endif %}</td>
+                        <td data-export="{{ loop.index }}">{{ loop.index }}</td>
+                        <td data-export="{{ this_trait.dataset.group.species }}">{{ this_trait.dataset.group.species }}</td>
+                        <td data-export="{{ this_trait.dataset.group.name }}">{{ this_trait.dataset.group.name }}</td>
+                        <td data-export="{{ this_trait.name }}"><a href="{{ url_for('show_trait_page', trait_id = this_trait.name, dataset = this_trait.dataset.name)}}">{{ this_trait.name }}</a></td>
+                        <td data-export="{{ this_trait.description_display }}">{{ this_trait.description_display }}</td>
+                        <td data-export="{{ this_trait.authors }}">{{ this_trait.authors }}</td>
+                        <td data-export="{{ this_trait.pubmed_text }}" data-order="{{ this_trait.pubmed_text }}"><a href="{{ this_trait.pubmed_link }}">{{ this_trait.pubmed_text }}</a></td>
+                        <td data-export="{% if this_trait.LRS_score_repr != "N/A" %}{{ '%0.1f' % this_trait.LRS_score_repr|float }}{% else %}N/A{% endif %}" align="right">{% if this_trait.LRS_score_repr != "N/A" %}{{ '%0.1f' % this_trait.LRS_score_repr|float }}{% else %}N/A{% endif %}</td>
+                        <td data-export="{{ this_trait.LRS_location_repr }}" align="right">{{ this_trait.LRS_location_repr }}</td>
+                        <td data-export="{% if this_trait.additive != "" %}{{ this_trait.additive }}{% else %}N/A{% endif %}" align="right">{% if this_trait.additive != "" %}{{ this_trait.additive }}{% else %}N/A{% endif %}</td>
                     </TR>
                 {% endfor %}
                 </tbody>
@@ -98,40 +104,11 @@
     <script language="javascript" type="text/javascript" src="/static/packages/TableTools/media/js/TableTools.min.js"></script>
 	
     <script type="text/javascript" charset="utf-8">
-        function getValue(x) {
-            if (x.indexOf('input') >= 0) {
-                if ($(x).val() == 'x') {
-                    return 0;
-                }
-                else {
-                   return parseFloat($(x).val());
-                }
-            }
-            else if (isNaN(x)) {
-                return x;
-            }
-            return parseFloat(x);
-        }
-            
-        jQuery.fn.dataTableExt.oSort['cust-txt-asc'] = function (a, b) {
-            var x = getValue(a);
-            var y = getValue(b); 
-            
-            if (x == 'N/A' || x == '') {
-                return 1;
-            }
-            else if (y == 'N/A' || y == '') {
-                return -1;
-            }
-            else {
-                return ((x < y) ? -1 : ((x > y) ? 1 : 0));
-            }
-        };
-            
-        jQuery.fn.dataTableExt.oSort['cust-txt-desc'] = function (a, b) {
-            var x = getValue(a);
-            var y = getValue(b);
-            return ((x < y) ? 1 : ((x > y) ? -1 : 0));
+        $.fn.dataTable.ext.order['dom-checkbox'] = function  ( settings, col )
+        {
+            return this.api().column( col, {order:'index'} ).nodes().map( function ( td, i ) {
+                return $('input', td).prop('checked') ? '1' : '0';
+            } );
         };
 
         $(document).ready( function () {
@@ -145,19 +122,8 @@
             console.time("Creating table");
             $('#trait_table').DataTable( {
                 "paging": false,
-                "buttons": [
-                    {
-                       extend: 'csvHtml5',
-                       text: 'Download CSV',
-                       title: 'search_results',
-                       fieldBoundary: '"',
-                       exportOptions: {
-                           columns: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
-                       }
-                    }
-                ],
                 "columns": [
-                    { "type": "natural" },
+                    { "orderDataType": "dom-checkbox" },
                     { "type": "natural" },
                     { "type": "natural" },
                     { "type": "natural" },
@@ -169,8 +135,14 @@
                     { "type": "natural", "width": "12%"},
                     { "type": "natural" }
                 ],
+                "columnDefs": [
+                    {
+                        "targets": 0,
+                        "orderDataType": "dom-checkbox"
+                    }
+                ],
                 "order": [[1, "asc" ]],
-                "sDom": "Btir",
+                "sDom": "tir",
                 "autoWidth": false,
                 "bDeferRender": true,
                 "scrollY": "800px",
diff --git a/wqflask/wqflask/templates/search_result_page.html b/wqflask/wqflask/templates/search_result_page.html
index f44714f3..b6aab101 100644
--- a/wqflask/wqflask/templates/search_result_page.html
+++ b/wqflask/wqflask/templates/search_result_page.html
@@ -59,9 +59,9 @@
           <br />
           <br />
           <form id="export_form" method="POST" action="/export_traits_csv">
-          <input type="hidden" name="database_name" id="database_name" value="{{ dataset.fullname }}">
-          <input type="hidden" name="export_data" id="export_data" value="">
-          <button class="btn btn-default" id="export_traits">Download CSV</button>
+            <input type="hidden" name="database_name" id="database_name" value="{{ dataset.fullname }}">
+            <input type="hidden" name="export_data" id="export_data" value="">
+            <button class="btn btn-default" id="export_traits">Download CSV</button>
           </form>
           <br />
 <!--
@@ -176,44 +176,6 @@
     <script language="javascript" type="text/javascript" src="/static/new/packages/DataTables/extensions/dataTables.fixedHeader.min.js"></script>
 	
     <script type="text/javascript" charset="utf-8">
-        function getValue(x) {
-            if (x.indexOf('input') >= 0) {
-                if ($(x).val() == 'x') {
-                    return 0;
-                }
-                else {
-                   return parseFloat($(x).val());
-                }
-            }
-            else if (isNaN(x)) {
-                return x;
-            }
-            return parseFloat(x);
-        }
-
-
-        jQuery.fn.dataTableExt.oSort['cust-txt-asc'] = function (a, b) {
-            var x = getValue(a);
-            var y = getValue(b); 
-            
-            if (x == 'N/A' || x == '') {
-                return 1;
-            }
-            else if (y == 'N/A' || y == '') {
-                return -1;
-            }
-            else {
-                return ((x < y) ? -1 : ((x > y) ? 1 : 0));
-            }
-        };
-            
-        jQuery.fn.dataTableExt.oSort['cust-txt-desc'] = function (a, b) {
-            var x = getValue(a);
-            var y = getValue(b);
-            return ((x < y) ? 1 : ((x > y) ? -1 : 0));
-        };
-
-
         $(document).ready( function () {
             
             $('#trait_table tr').click(function(event) {
-- 
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