http://git-wip-us.apache.org/repos/asf/airavata-sandbox/blob/6f3da7c3/Interacting_with_Airavata_using_ipython_Notebook/Admin-User/Admin
 User.ipynb
----------------------------------------------------------------------
diff --git a/Interacting_with_Airavata_using_ipython_Notebook/Admin-User/Admin 
User.ipynb b/Interacting_with_Airavata_using_ipython_Notebook/Admin-User/Admin 
User.ipynb
index 748fc23..3bb9cad 100644
--- a/Interacting_with_Airavata_using_ipython_Notebook/Admin-User/Admin 
User.ipynb      
+++ b/Interacting_with_Airavata_using_ipython_Notebook/Admin-User/Admin 
User.ipynb      
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 15,
    "metadata": {
     "collapsed": false
    },
@@ -33,8 +33,9 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "0.16.0\n",
-      "0.16.0\n",
+      "AuthzToken(claimsMap={'userName': 'admin', 'gatewayID': 'seagrid'}, 
accessToken='empty-token')\n",
+      "0.17.0\n",
+      "0.17.0\n",
       "\n",
       "Welcome to Airavata CLI v0.0.1 - Wirtten in python\n",
       "\n",
@@ -62,13 +63,37 @@
    "cell_type": "code",
    "execution_count": 3,
    "metadata": {
-    "collapsed": false
+    "collapsed": false,
+    "scrolled": false
    },
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[Gateway(gatewayId='Ultrascan_Production', emailAddress=None, 
domain=None, gatewayName='Ultrascan_Production')]"
+       "[Gateway(gatewayId='Arc', emailAddress='airavata.Arc', domain='Arc', 
gatewayName=None),\n",
+       " Gateway(gatewayId='brandeis', emailAddress=None, domain='Brandeis 
University Science Gateway', gatewayName=None),\n",
+       " Gateway(gatewayId='chemcompute', emailAddress=None, domain='Chem 
Compute Gateway', gatewayName=None),\n",
+       " Gateway(gatewayId='cornelldna', emailAddress='dreg.cornell', 
domain='dREG DNA Sequencing', gatewayName=None),\n",
+       " Gateway(gatewayId='default', emailAddress=None, domain='Testdrive 
Portal', gatewayName=None),\n",
+       " Gateway(gatewayId='georgiastate', emailAddress=None, domain='Georgia 
State PHP Gateway', gatewayName=None),\n",
+       " Gateway(gatewayId='iugateway', emailAddress=None, domain='IU 
Gateway', gatewayName=None),\n",
+       " Gateway(gatewayId='lsu', emailAddress=None, domain='LSU 
Cybergateway', gatewayName=None),\n",
+       " Gateway(gatewayId='New Physics Gateway 5', emailAddress=None, 
domain='New Physics Gateway 5', gatewayName=None),\n",
+       " Gateway(gatewayId='newg', emailAddress=None, domain='newg', 
gatewayName=None),\n",
+       " Gateway(gatewayId='nsg', emailAddress=None, domain='Neuro Science 
Gateway', gatewayName=None),\n",
+       " Gateway(gatewayId='oiitandy', emailAddress=None, domain='OII Science 
Gateway', gatewayName=None),\n",
+       " Gateway(gatewayId='oscer', emailAddress=None, domain='Oklahoma 
University Science Gateway', gatewayName=None),\n",
+       " Gateway(gatewayId='phasta', emailAddress=None, domain='PHASTA Science 
Gateway', gatewayName=None),\n",
+       " Gateway(gatewayId='scigap', emailAddress=None, domain='SciGaP 
Portal', gatewayName=None),\n",
+       " Gateway(gatewayId='scigap-physics', emailAddress=None, 
domain='Physics Gateway', gatewayName=None),\n",
+       " Gateway(gatewayId='scigap-weather', emailAddress=None, domain='Wether 
Forecasting Gateway', gatewayName=None),\n",
+       " Gateway(gatewayId='sdfsdf', emailAddress=None, domain='sdfsdf', 
gatewayName=None),\n",
+       " Gateway(gatewayId='seagrid', emailAddress=None, domain='SEAGrid 
Portal', gatewayName=None),\n",
+       " Gateway(gatewayId='simvascular', emailAddress=None, 
domain='SimVascular', gatewayName=None),\n",
+       " Gateway(gatewayId='southdakota', emailAddress=None, domain='South 
Dakota CyberGateway', gatewayName=None),\n",
+       " Gateway(gatewayId='southill', emailAddress=None, domain='Southern 
Illinois PHP Gateway', gatewayName=None),\n",
+       " Gateway(gatewayId='TestResearch1', emailAddress=None, 
domain='TestResearch1', gatewayName=None),\n",
+       " Gateway(gatewayId='utah', emailAddress=None, domain='Utah-Gateway', 
gatewayName=None)]"
       ]
      },
      "execution_count": 3,
@@ -99,15 +124,47 @@
     {
      "data": {
       "text/plain": [
-       "[('alamo.uthscsa.edu_4793b5cc-b991-4e43-b82d-17163b64ef29',\n",
+       "[('jetstream.chemcompute.org_d87012a7-afbd-4439-b199-c5141045ea4d',\n",
+       "  'jetstream.chemcompute.org'),\n",
+       " ('series.usda.gov_46bd9f3e-ab96-463b-ab5e-4e7cc527694f', 
'series.usda.gov'),\n",
+       " ('smic.hpc.lsu.edu_6b72d6d8-533b-42f5-9a67-8a596f719fe7', 
'smic.hpc.lsu.edu'),\n",
+       " ('ember.chpc.utah.edu_6fd6fb6f-4656-40d3-afa4-3521407cf14b',\n",
+       "  'ember.chpc.utah.edu'),\n",
+       " ('mason.uits.iu.edu_4910ad55-317b-49c9-8cc1-032da55f974a',\n",
+       "  'mason.uits.iu.edu'),\n",
+       " ('JetStream_3fe9cc27-26f2-45a7-bccd-c6c07d70e881',\n",
+       "  'js-170-153.jetstream-cloud.org'),\n",
+       " ('test_511bb8bd-b2ef-423e-958e-7a0531226dbe', 'test'),\n",
+       " ('BlueWaterII_9db6f84b-a099-40db-8d51-0f81b716b4cd', 
'BlueWaterII'),\n",
+       " ('tandy.oii.org_93580801-f1ae-4faa-a052-46a8e21a8772',\n",
+       "  'tcs.tandysupercomputing.org'),\n",
+       " ('gordon.sdsc.edu_bb11b481-fe7e-44d4-95ba-d3ffcd08bf08', 
'gordon.sdsc.edu'),\n",
+       " ('TestKarst_ef43b68c-9fe6-419c-873e-f3efc63aeef7', 'TestKarst'),\n",
+       " ('hpclogin.gsu.edu_964e7e13-f278-4bf5-8482-c8f07b556d52', 
'hpclogin.gsu.edu'),\n",
+       " ('hpc.usd.edu_b4bd47b0-6093-4166-8c02-c882bf6657af', 
'hpc.usd.edu'),\n",
+       " ('schooner.oscer.ou.edu_d5a3bcef-93c9-44c0-acea-c79095b50a38',\n",
+       "  'schooner.oscer.ou.edu'),\n",
+       " ('bridges.psc.edu_8e9bcd61-1f55-4926-a9b4-0cbe3d0eee8c', 
'bridges.psc.edu'),\n",
+       " ('stampede.tacc.xsede.org_ea585ade-831f-4ad1-91c6-d897fb170e3b',\n",
+       "  'stampede.tacc.xsede.org'),\n",
+       " ('karst.uits.iu.edu_a9a65e7d-d104-4c11-829b-412168bed7a8',\n",
+       "  'karst.uits.iu.edu'),\n",
+       " ('philip.hpc.lsu.edu_ae3007b2-93ea-4817-a7c1-2ed79061d182',\n",
+       "  'philip.hpc.lsu.edu'),\n",
+       " 
('login-knl1.stampede.tacc.utexas.edu_5ea26511-1fa6-407d-93a8-7552a301ee53',\n",
+       "  'login-knl1.stampede.tacc.utexas.edu'),\n",
+       " 
('js-156-20.jetstream-cloud.org_e9d76f84-2869-4d43-9d12-54320d10286f',\n",
+       "  'js-156-20.jetstream-cloud.org'),\n",
+       " ('bigred2.uits.iu.edu_ac140dca-3c88-46d8-b9ed-875d96ea6908',\n",
+       "  'bigred2.uits.iu.edu'),\n",
+       " ('kingspeak_0c37628f-ed16-414c-82a5-25d0fc031f8d', 
'kingspeak.chpc.utah.edu'),\n",
+       " ('alamo.uthscsa.edu_5612cc49-e6ba-4e53-bb9a-7741e95ce98b',\n",
        "  'alamo.uthscsa.edu'),\n",
-       " ('Jureca_32098185-4396-4c11-afb7-26e991a03476', 'Jureca'),\n",
-       " ('comet.sdsc.edu_f24b0bba-5230-498d-97e2-46a975ee035b', 
'comet.sdsc.edu'),\n",
-       " ('gordon.sdsc.edu_f9363997-4614-477f-847e-79d262ee8ef7', 
'gordon.sdsc.edu'),\n",
-       " ('ls5.tacc.utexas.edu_6dd67b08-30e5-4f74-bdd6-aad1f8310ecf',\n",
-       "  'ls5.tacc.utexas.edu'),\n",
-       " ('stampede.tacc.xsede.org_bf7958ae-f9d4-468b-b146-a201fb89bf12',\n",
-       "  'stampede.tacc.xsede.org')]"
+       " ('comet.sdsc.edu_91b900df-0ee0-4909-89b3-98e8f64e1969', 
'comet.sdsc.edu'),\n",
+       " ('login-ld.research.siu.edu_7e01b6fe-3e16-430c-9935-4b002fc868cd',\n",
+       "  'login-ld.research.siu.edu'),\n",
+       " ('lonestar.tacc.utexas.edu_0d2d81a2-af4f-48c3-8be9-2093ebe2b866',\n",
+       "  'lonestar.tacc.utexas.edu')]"
       ]
      },
      "execution_count": 4,
@@ -141,46 +198,194 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>alamo.uthscsa.edu_4793b5cc-b991-4e43-b82d-1716...</td>\n",
-       "      <td>alamo.uthscsa.edu</td>\n",
+       "      <td>jetstream.chemcompute.org_d87012a7-afbd-4439-b...</td>\n",
+       "      <td>jetstream.chemcompute.org</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>Jureca_32098185-4396-4c11-afb7-26e991a03476</td>\n",
-       "      <td>Jureca</td>\n",
+       "      <td>series.usda.gov_46bd9f3e-ab96-463b-ab5e-4e7cc5...</td>\n",
+       "      <td>series.usda.gov</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>comet.sdsc.edu_f24b0bba-5230-498d-97e2-46a975e...</td>\n",
-       "      <td>comet.sdsc.edu</td>\n",
+       "      <td>smic.hpc.lsu.edu_6b72d6d8-533b-42f5-9a67-8a596...</td>\n",
+       "      <td>smic.hpc.lsu.edu</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>gordon.sdsc.edu_f9363997-4614-477f-847e-79d262...</td>\n",
-       "      <td>gordon.sdsc.edu</td>\n",
+       "      <td>ember.chpc.utah.edu_6fd6fb6f-4656-40d3-afa4-35...</td>\n",
+       "      <td>ember.chpc.utah.edu</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>ls5.tacc.utexas.edu_6dd67b08-30e5-4f74-bdd6-aa...</td>\n",
-       "      <td>ls5.tacc.utexas.edu</td>\n",
+       "      <td>mason.uits.iu.edu_4910ad55-317b-49c9-8cc1-032d...</td>\n",
+       "      <td>mason.uits.iu.edu</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>stampede.tacc.xsede.org_bf7958ae-f9d4-468b-b14...</td>\n",
+       "      <td>JetStream_3fe9cc27-26f2-45a7-bccd-c6c07d70e881</td>\n",
+       "      <td>js-170-153.jetstream-cloud.org</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>test_511bb8bd-b2ef-423e-958e-7a0531226dbe</td>\n",
+       "      <td>test</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>BlueWaterII_9db6f84b-a099-40db-8d51-0f81b716b4cd</td>\n",
+       "      <td>BlueWaterII</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>tandy.oii.org_93580801-f1ae-4faa-a052-46a8e21a...</td>\n",
+       "      <td>tcs.tandysupercomputing.org</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>gordon.sdsc.edu_bb11b481-fe7e-44d4-95ba-d3ffcd...</td>\n",
+       "      <td>gordon.sdsc.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>TestKarst_ef43b68c-9fe6-419c-873e-f3efc63aeef7</td>\n",
+       "      <td>TestKarst</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>hpclogin.gsu.edu_964e7e13-f278-4bf5-8482-c8f07...</td>\n",
+       "      <td>hpclogin.gsu.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>hpc.usd.edu_b4bd47b0-6093-4166-8c02-c882bf6657af</td>\n",
+       "      <td>hpc.usd.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>schooner.oscer.ou.edu_d5a3bcef-93c9-44c0-acea-...</td>\n",
+       "      <td>schooner.oscer.ou.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>bridges.psc.edu_8e9bcd61-1f55-4926-a9b4-0cbe3d...</td>\n",
+       "      <td>bridges.psc.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>stampede.tacc.xsede.org_ea585ade-831f-4ad1-91c...</td>\n",
        "      <td>stampede.tacc.xsede.org</td>\n",
        "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>karst.uits.iu.edu_a9a65e7d-d104-4c11-829b-4121...</td>\n",
+       "      <td>karst.uits.iu.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>philip.hpc.lsu.edu_ae3007b2-93ea-4817-a7c1-2ed...</td>\n",
+       "      <td>philip.hpc.lsu.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>login-knl1.stampede.tacc.utexas.edu_5ea26511-1...</td>\n",
+       "      <td>login-knl1.stampede.tacc.utexas.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>js-156-20.jetstream-cloud.org_e9d76f84-2869-4d...</td>\n",
+       "      <td>js-156-20.jetstream-cloud.org</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>bigred2.uits.iu.edu_ac140dca-3c88-46d8-b9ed-87...</td>\n",
+       "      <td>bigred2.uits.iu.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>kingspeak_0c37628f-ed16-414c-82a5-25d0fc031f8d</td>\n",
+       "      <td>kingspeak.chpc.utah.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>alamo.uthscsa.edu_5612cc49-e6ba-4e53-bb9a-7741...</td>\n",
+       "      <td>alamo.uthscsa.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>comet.sdsc.edu_91b900df-0ee0-4909-89b3-98e8f64...</td>\n",
+       "      <td>comet.sdsc.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>login-ld.research.siu.edu_7e01b6fe-3e16-430c-9...</td>\n",
+       "      <td>login-ld.research.siu.edu</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>lonestar.tacc.utexas.edu_0d2d81a2-af4f-48c3-8b...</td>\n",
+       "      <td>lonestar.tacc.utexas.edu</td>\n",
+       "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "                                                  Id                   
  Name\n",
-       "0  alamo.uthscsa.edu_4793b5cc-b991-4e43-b82d-1716...        
alamo.uthscsa.edu\n",
-       "1        Jureca_32098185-4396-4c11-afb7-26e991a03476                   
Jureca\n",
-       "2  comet.sdsc.edu_f24b0bba-5230-498d-97e2-46a975e...           
comet.sdsc.edu\n",
-       "3  gordon.sdsc.edu_f9363997-4614-477f-847e-79d262...          
gordon.sdsc.edu\n",
-       "4  ls5.tacc.utexas.edu_6dd67b08-30e5-4f74-bdd6-aa...      
ls5.tacc.utexas.edu\n",
-       "5  stampede.tacc.xsede.org_bf7958ae-f9d4-468b-b14...  
stampede.tacc.xsede.org"
+       "                                                   Id  \\\n",
+       "0   jetstream.chemcompute.org_d87012a7-afbd-4439-b...   \n",
+       "1   series.usda.gov_46bd9f3e-ab96-463b-ab5e-4e7cc5...   \n",
+       "2   smic.hpc.lsu.edu_6b72d6d8-533b-42f5-9a67-8a596...   \n",
+       "3   ember.chpc.utah.edu_6fd6fb6f-4656-40d3-afa4-35...   \n",
+       "4   mason.uits.iu.edu_4910ad55-317b-49c9-8cc1-032d...   \n",
+       "5      JetStream_3fe9cc27-26f2-45a7-bccd-c6c07d70e881   \n",
+       "6           test_511bb8bd-b2ef-423e-958e-7a0531226dbe   \n",
+       "7    BlueWaterII_9db6f84b-a099-40db-8d51-0f81b716b4cd   \n",
+       "8   tandy.oii.org_93580801-f1ae-4faa-a052-46a8e21a...   \n",
+       "9   gordon.sdsc.edu_bb11b481-fe7e-44d4-95ba-d3ffcd...   \n",
+       "10     TestKarst_ef43b68c-9fe6-419c-873e-f3efc63aeef7   \n",
+       "11  hpclogin.gsu.edu_964e7e13-f278-4bf5-8482-c8f07...   \n",
+       "12   hpc.usd.edu_b4bd47b0-6093-4166-8c02-c882bf6657af   \n",
+       "13  schooner.oscer.ou.edu_d5a3bcef-93c9-44c0-acea-...   \n",
+       "14  bridges.psc.edu_8e9bcd61-1f55-4926-a9b4-0cbe3d...   \n",
+       "15  stampede.tacc.xsede.org_ea585ade-831f-4ad1-91c...   \n",
+       "16  karst.uits.iu.edu_a9a65e7d-d104-4c11-829b-4121...   \n",
+       "17  philip.hpc.lsu.edu_ae3007b2-93ea-4817-a7c1-2ed...   \n",
+       "18  login-knl1.stampede.tacc.utexas.edu_5ea26511-1...   \n",
+       "19  js-156-20.jetstream-cloud.org_e9d76f84-2869-4d...   \n",
+       "20  bigred2.uits.iu.edu_ac140dca-3c88-46d8-b9ed-87...   \n",
+       "21     kingspeak_0c37628f-ed16-414c-82a5-25d0fc031f8d   \n",
+       "22  alamo.uthscsa.edu_5612cc49-e6ba-4e53-bb9a-7741...   \n",
+       "23  comet.sdsc.edu_91b900df-0ee0-4909-89b3-98e8f64...   \n",
+       "24  login-ld.research.siu.edu_7e01b6fe-3e16-430c-9...   \n",
+       "25  lonestar.tacc.utexas.edu_0d2d81a2-af4f-48c3-8b...   \n",
+       "\n",
+       "                                   Name  \n",
+       "0             jetstream.chemcompute.org  \n",
+       "1                       series.usda.gov  \n",
+       "2                      smic.hpc.lsu.edu  \n",
+       "3                   ember.chpc.utah.edu  \n",
+       "4                     mason.uits.iu.edu  \n",
+       "5        js-170-153.jetstream-cloud.org  \n",
+       "6                                  test  \n",
+       "7                           BlueWaterII  \n",
+       "8           tcs.tandysupercomputing.org  \n",
+       "9                       gordon.sdsc.edu  \n",
+       "10                            TestKarst  \n",
+       "11                     hpclogin.gsu.edu  \n",
+       "12                          hpc.usd.edu  \n",
+       "13                schooner.oscer.ou.edu  \n",
+       "14                      bridges.psc.edu  \n",
+       "15              stampede.tacc.xsede.org  \n",
+       "16                    karst.uits.iu.edu  \n",
+       "17                   philip.hpc.lsu.edu  \n",
+       "18  login-knl1.stampede.tacc.utexas.edu  \n",
+       "19        js-156-20.jetstream-cloud.org  \n",
+       "20                  bigred2.uits.iu.edu  \n",
+       "21              kingspeak.chpc.utah.edu  \n",
+       "22                    alamo.uthscsa.edu  \n",
+       "23                       comet.sdsc.edu  \n",
+       "24            login-ld.research.siu.edu  \n",
+       "25             lonestar.tacc.utexas.edu  "
       ]
      },
      "execution_count": 5,
@@ -213,8 +418,39 @@
     {
      "data": {
       "text/plain": [
-       "[ApplicationInterfaceDescription(applicationName='Ultrascan', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='Ultrascan HPC 
Input Tar File', name='Input_Tar_File', dataStaged=False, value='', 
applicationArgument='', isRequired=False, standardInput=False, 
requiredToAddedToCommandLine=True, type=3, inputOrder=1, metaData=''), 
InputDataObjectType(userFriendlyDescription='Batches for multi-wavelength data 
processing', name='Parallel_Group_Count', dataStaged=False, 
value='-mgroupcount=1', applicationArgument='', isRequired=False, 
standardInput=False, requiredToAddedToCommandLine=True, type=0, inputOrder=3, 
metaData=''), InputDataObjectType(userFriendlyDescription='Wall Clock Limit on 
the Compute Resource', name='Wall_Time', dataStaged=False, 
value='-walltime=60', applicationArgument='', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=0, inputOrder=2, 
metaData='')], 
applicationInterfaceId='Ultrascan_0ed937f6-26af-4c54-8064-3be082411e46
 ', applicationDescription='Ultrascan Version 3 Interface', 
applicationOutputs=[OutputDataObjectType(dataMovement=True, name='output', 
value='output/analysis-results.tar', applicationArgument='', isRequired=True, 
searchQuery='', location='output', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=3), OutputDataObjectType(dataMovement=True, 
name='Ultrascan-Standard-Error', value='', applicationArgument='', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5), 
OutputDataObjectType(dataMovement=True, name='Ultrascan-Standard-Out', 
value='', applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=4)], 
applicationModules=['Ultrascan_82282f1e-284f-4999-9beb-4620c485b03d']),\n",
-       " ApplicationInterfaceDescription(applicationName='Ultrascan_Unicore', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='', 
name='Input', dataStaged=False, value='', applicationArgument='', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=False, 
type=3, inputOrder=1, metaData=''), 
InputDataObjectType(userFriendlyDescription='', name='mgroupcount', 
dataStaged=False, value='-mgroupcount 1', applicationArgument='', 
isRequired=False, standardInput=False, requiredToAddedToCommandLine=True, 
type=0, inputOrder=2, metaData=''), 
InputDataObjectType(userFriendlyDescription='', name='US3INPUTARG', 
dataStaged=False, value='', applicationArgument='', isRequired=False, 
standardInput=False, requiredToAddedToCommandLine=True, type=0, inputOrder=4, 
metaData=''), InputDataObjectType(userFriendlyDescription='', name='walltime', 
dataStaged=False, value='-walltime 60', applicationArgument='', 
isRequired=False, standardInput=False, requiredToAddedToCommandLine=True,
  type=0, inputOrder=3, metaData='')], 
applicationInterfaceId='Ultrascan_Unicore_0e7f8522-6d75-41ba-8b09-0021e728679a',
 applicationDescription='Unicore Service', 
applicationOutputs=[OutputDataObjectType(dataMovement=True, 
name='Ultrascan-Unicore-Standard-Error', value='', applicationArgument='', 
isRequired=False, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5), 
OutputDataObjectType(dataMovement=True, name='Ultrascan-Unicore-Standard-Out', 
value='', applicationArgument='', isRequired=False, searchQuery='', 
location='', requiredToAddedToCommandLine=False, outputStreaming=False, 
type=4), OutputDataObjectType(dataMovement=True, name='US3OUT', 
value='analysis-results.tar', applicationArgument='', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=0)], 
applicationModules=['Ultrascan_Unicore_2471953d-5d87-4ffc-b0e6-b06c86c6206d'])]"
+       "[ApplicationInterfaceDescription(applicationName='Echo', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='', 
name='Input-to-Echo', dataStaged=False, value='', applicationArgument='', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=True, 
type=0, inputOrder=1, metaData='')], 
applicationInterfaceId='Echo_3f480d1f-ea86-4018-94bb-015423d66a1c', 
applicationDescription='Simple Echo Application Interface', 
applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Echo-Standard-Error', value='', applicationArgument='', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=6), OutputDataObjectType(dataMovement=False, 
name='Echo-Standard-Out', value='', applicationArgument='', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=5)], 
applicationModules=['Amber-Sander_e8ce4375-aa60-4dd9-aff5-61bbe1f275c0', 
'Echo_19dc358d-d241-43d8-91
 8c-f5a21a3b0845']),\n",
+       " ApplicationInterfaceDescription(applicationName='Amber_Sander', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='Heating up the 
system equilibration stage - 02_Heat.rst', name='Heat-Restart-File', 
dataStaged=False, value='', applicationArgument='-c', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=3, inputOrder=1, 
metaData=''), InputDataObjectType(userFriendlyDescription='Parameter and 
Topology coordinates - prmtop', name='Parameter-Topology-File', 
dataStaged=False, value='', applicationArgument='-p', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=3, inputOrder=3, 
metaData=''), InputDataObjectType(userFriendlyDescription='Constant pressure 
and temperature for production stage - 03_Prod.in', 
name='Production-Control-File', dataStaged=False, value='', 
applicationArgument='-i', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=3, inputOrder=2, metaData='')], 
applicationInter
 faceId='Amber_Sander_27b68571-b9c0-4bd5-bd70-e29435fa81bd', 
applicationDescription='Assisted Model Building with Energy Refinement MD 
Package', applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Amber-Execution-Log', value='03_Prod.out', applicationArgument='-o', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='Amber-Execution-Summary', 
value='03_Prod.info', applicationArgument='-inf', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=True, 
outputStreaming=False, type=3), OutputDataObjectType(dataMovement=False, 
name='Amber-Restart-File', value='03_Prod.rst', applicationArgument='-r', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='Amber-Standard-Error', value='', 
applicationArgument='', isRequired=True, searchQuery='', loc
 ation='', requiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='Amber-Standard-Out', value='', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5), 
OutputDataObjectType(dataMovement=False, name='Amber-Trajectory-File', 
value='03_Prod.mdcrd', applicationArgument='-x', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=True, 
outputStreaming=False, type=3)], 
applicationModules=['Amber-Sander_e8ce4375-aa60-4dd9-aff5-61bbe1f275c0']),\n",
+       " ApplicationInterfaceDescription(applicationName='Gaussian', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='Gaussian input 
file specifying desired calculation type, model chemistry, molecular system and 
other parameters.', name='Input-File', dataStaged=False, value='gaussian.com', 
applicationArgument='', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=3, inputOrder=1, metaData='')], 
applicationInterfaceId='Gaussian_4e76aecd-d504-4ce2-9ccf-da9550159e7c', 
applicationDescription='Gaussian provides capabilities for electronic structure 
modeling.', applicationOutputs=[OutputDataObjectType(dataMovement=True, 
name='Gaussian-Application-Output', value='gaussian.log', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=True, name='Gaussian-Checkpoint-File', 
value='*.chk', applicationArgument='', isRequired=False, searchQ
 uery='', location='', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=3), OutputDataObjectType(dataMovement=False, 
name='Gaussian-Standard-Error', value='', applicationArgument='', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='Gaussian-Standard-Out', 
value='', applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5)], 
applicationModules=['Gaussian_57eb2905-1cd8-400e-ad40-cadfba8f434f']),\n",
+       " ApplicationInterfaceDescription(applicationName='AutoDock', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='hsg1.maps.fld', 
name='HSG1-Maps-FLD', dataStaged=False, value='', applicationArgument='', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=False, 
type=3, inputOrder=3, metaData=''), 
InputDataObjectType(userFriendlyDescription='AD4_parameters.dat', 
name='Input-File-DAT', dataStaged=False, value='', applicationArgument='', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=False, 
type=3, inputOrder=2, metaData=''), 
InputDataObjectType(userFriendlyDescription='ind.dpf', name='Input-File-DPF', 
dataStaged=False, value='', applicationArgument='', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=3, inputOrder=1, 
metaData='')], 
applicationInterfaceId='AutoDock_a43d41f6-febf-4172-963c-4b67b8452180', 
applicationDescription='AutoDock suite of automated docking tools', 
applicationOutputs=[OutputDataObj
 ectType(dataMovement=False, name='AutoDock-Standard-Error', value='', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='AutoDock-Standard-Out', 
value='', applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5)], 
applicationModules=['AutoDock_24d6d7da-1160-45b0-9958-63bcc9044804']),\n",
+       " ApplicationInterfaceDescription(applicationName='Gromacs', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='Trajectory 
Coordinates Molecular Structure in Gromos87 format - pdb1y6l-EM-vacuum.gro', 
name='Coordinate-File', dataStaged=False, value='', applicationArgument='-c', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=True, 
type=3, inputOrder=2, metaData=''), 
InputDataObjectType(userFriendlyDescription='Coordinates velocities, molecular 
topology and simulation parameters - pdb1y6l-EM-vacuum.tpr\\r\\n-v -deffnm', 
name='Portable-Input-Binary-File', dataStaged=False, value='', 
applicationArgument='-s', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=3, inputOrder=1, metaData='')], 
applicationInterfaceId='GROMACS_f0773c7e-9d89-4ad4-aa76-c3aefa2ebe78', 
applicationDescription='GROMACS Molecular Dynamics Package', 
applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Gromacs-Execution-Log', value='pdb1y
 6l-EM-vacuum.tpr.log', applicationArgument='-g', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=True, 
outputStreaming=False, type=3), OutputDataObjectType(dataMovement=False, 
name='Gromacs-Portable-Energy-File', value='pdb1y6l-EM-vacuum.tpr.edr', 
applicationArgument='-e', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='Gromacs-Standard-Error', 
value='', applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='Gromacs-Standard-Out', value='', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=5)], 
applicationModules=['Gromacs_17f97a2e-bdea-4075-9425-6bde4a8d1317']),\n",
+       " ApplicationInterfaceDescription(applicationName='Lammps_BR2', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='Friction 
Simulation Input - in.friction', name='Friction-Simulation-Input', 
dataStaged=False, value='', applicationArgument='-cuda off -suffix gpu <', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=True, 
type=3, inputOrder=1, metaData='')], 
applicationInterfaceId='Lammps_BR2_965cdc59-f6c8-4146-ad27-e26a53b75c12', 
applicationDescription='Large-scale Atomic/Molecular Massively Parallel 
Simulator', applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Lammps-Application-Output', value='log.lammps', applicationArgument='>', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='Lammps-Standard-Error', 
value='', applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, out
 putStreaming=False, type=6), OutputDataObjectType(dataMovement=False, 
name='Lammps-Standard-Out', value='', applicationArgument='', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=5)], 
applicationModules=['Lammps_1f150b05-6295-43c5-8040-27992693cef6']),\n",
+       " ApplicationInterfaceDescription(applicationName='NWChem', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='', 
name='Water-Molecule-Input', dataStaged=False, value='', 
applicationArgument='', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=3, inputOrder=1, metaData='')], 
applicationInterfaceId='NWChem_461f6aae-5bab-43cf-8db9-02f472054bad', 
applicationDescription='Ab initio computational chemistry software package', 
applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='NWChem-Standard-Error', value='', applicationArgument='', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='NWChem-Standard-Out', value='', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5)], 
applicationModules=['NWChem_2f38a95e-c2aa-4db3-b1bf-2adb006a34bc']),
 \n",
+       " ApplicationInterfaceDescription(applicationName='Gamess_BR2', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='', 
name='Input-File', dataStaged=False, value='', applicationArgument='', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=True, 
type=3, inputOrder=1, metaData=''), 
InputDataObjectType(userFriendlyDescription='', name='PPN', dataStaged=False, 
value='16', applicationArgument='', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=0, inputOrder=4, metaData=''), 
InputDataObjectType(userFriendlyDescription='', name='Processes-Per-Job', 
dataStaged=False, value='16', applicationArgument='', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=0, inputOrder=3, 
metaData=''), InputDataObjectType(userFriendlyDescription='', name='Version', 
dataStaged=False, value='01', applicationArgument='', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=0, inputOrder=2, 
metaDa
 ta='')], 
applicationInterfaceId='Gamess_BR2_55f48919-c067-4c72-9a83-3d02325857a7', 
applicationDescription='Gamess Application in BigRedII', 
applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Gamess-Standard-out', value='', applicationArgument='', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=5), OutputDataObjectType(dataMovement=False, 
name='Gamess_Standard-Error', value='', applicationArgument='', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=6)], 
applicationModules=['Gamess_BR2_5c979001-d994-47fb-a9af-5227ff5c5c55']),\n",
+       " ApplicationInterfaceDescription(applicationName='NEK5000', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='', 
name='Basename', dataStaged=False, value='nek5kbasename', 
applicationArgument='', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=0, inputOrder=0, metaData=''), 
InputDataObjectType(userFriendlyDescription='.rea File', 
name='Runtime-Parameter-File', dataStaged=False, value='nek5kbasename.rea', 
applicationArgument='', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=False, type=3, inputOrder=2, metaData=''), 
InputDataObjectType(userFriendlyDescription='SIZE File', 
name='Size-for-Memory-Allocation', dataStaged=False, value='', 
applicationArgument='', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=False, type=3, inputOrder=3, metaData=''), 
InputDataObjectType(userFriendlyDescription='.usr File', 
name='User-Subroutine-File', dataStaged=False, value='nek5kbasename.usr', 
applicationArgument
 ='', isRequired=True, standardInput=False, requiredToAddedToCommandLine=False, 
type=3, inputOrder=1, metaData='')], 
applicationInterfaceId='NEK5000_8759b170-f825-444a-a86c-7927c4133b7a', 
applicationDescription='', 
applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='NEK5000-Compilation-Output', value='compiler.out', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='NEK5000-Output_tarball', 
value='nek5kbasename.tgz', applicationArgument='', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=3), OutputDataObjectType(dataMovement=False, 
name='NEK5000-Session-Out', value='session.log', applicationArgument='>', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='NEK5000-Standard
 -Error', value='', applicationArgument='', isRequired=True, searchQuery='', 
location='', requiredToAddedToCommandLine=False, outputStreaming=False, 
type=6), OutputDataObjectType(dataMovement=False, name='NEK5000-Standard-Out', 
value='', applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5)], 
applicationModules=['NEK5000_35922b60-f0ad-41dd-8b3c-7877617767d8']),\n",
+       " ApplicationInterfaceDescription(applicationName='Abinit', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='', 
name='ModulePath', dataStaged=False, value='$MODULEPATH', 
applicationArgument='', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=False, type=0, inputOrder=4, metaData=''), 
InputDataObjectType(userFriendlyDescription='01h.pspgth', 
name='Pspgth-Input-File', dataStaged=False, value='', applicationArgument='', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=False, 
type=3, inputOrder=3, metaData=''), 
InputDataObjectType(userFriendlyDescription='tbase1_files.in', 
name='Tbase-Input-File-1', dataStaged=False, value='', applicationArgument='<', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=True, 
type=3, inputOrder=1, metaData=''), 
InputDataObjectType(userFriendlyDescription='tbase1_2.in', 
name='Tbase-Input-File-2', dataStaged=False, value='', applicationArgument='', 
isRequired=True, standardInput=Fals
 e, requiredToAddedToCommandLine=False, type=3, inputOrder=2, metaData='')], 
applicationInterfaceId='Abinit_5d1f0755-c879-41b5-a3d0-9dc5672e33c7', 
applicationDescription='ABINIT is a package whose main program allows one to 
find the total energy, charge density and electronic structure of systems made 
of electrons and nuclei (molecules and periodic solids) within Density 
Functional Theory (DFT)', 
applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Abinit-Standard-Error', value='', applicationArgument='', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='Abinit-Standard-Out', value='', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5), 
OutputDataObjectType(dataMovement=False, name='Application-Out', 
value='tbase1_2.out', applicationArgument='', isRequired=True, searchQuery=''
 , location='', requiredToAddedToCommandLine=False, outputStreaming=False, 
type=3)], 
applicationModules=['Abinit_34e497ac-28cd-42a2-afe0-1ee99f173c6d']),\n",
+       " ApplicationInterfaceDescription(applicationName='Quantum_Espresso', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='AI_Metal_Input_File
 - Al.sample.in', name='AI-Primitive-Cell', dataStaged=False, value='', 
applicationArgument='<', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=3, inputOrder=1, metaData=''), 
InputDataObjectType(userFriendlyDescription='Constant pressure and temperature 
for production stage - Al.pz-vbc.UPF', name='AI-Pseudopotential-File', 
dataStaged=False, value='', applicationArgument='', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=False, type=3, inputOrder=0, 
metaData='')], 
applicationInterfaceId='Quantum_Espresso_d83e7aac-9ccc-451b-b856-d92f5e7b7372', 
applicationDescription='Nanoscale electronic-structure calculations and 
materials modeling', 
applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Quantum-Espresso-Execution-Log', value='Al.sample.out', 
applicationArgument='>
 ', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='QuantumEspresso-Standard-Error', 
value='', applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='QuantumEspresso-StandardOut', 
value='', applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5)], 
applicationModules=['Quantum_Espresso_cf47dccc-c870-4e76-be68-784a1574426e']),\n",
+       " ApplicationInterfaceDescription(applicationName='Lammps', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='', 
name='Friction-Simulation-Input', dataStaged=False, value='', 
applicationArgument='<', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=3, inputOrder=1, metaData='')], 
applicationInterfaceId='Lammps_1284f9d9-d039-47ec-a885-6792caa26510', 
applicationDescription='Large-scale Atomic/Molecular Massively Parallel 
Simulator', applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Lammps-Application-Output', value='log.lammps', applicationArgument='>', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='Lammps-Standard-Error', 
value='', applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False,
  name='Lammps-Standard-Out', value='', applicationArgument='', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5)], 
applicationModules=['Lammps_4e799726-669e-4b87-9a7d-9d567d83c1c7']),\n",
+       " ApplicationInterfaceDescription(applicationName='CP2K', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='Input file for 
CP2K - fayalite.inp', name='Input-File-INP', dataStaged=False, value='', 
applicationArgument='', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=3, inputOrder=1, metaData='')], 
applicationInterfaceId='CP2K_b53107d7-bda8-44a2-a724-fed43d056e4e', 
applicationDescription='CP2K Test Application Module', 
applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='CP2K-Application-Output', value='cp2k.out', applicationArgument='>&', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='CP2K-Standard-Error', value='', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='CP2K-Stan
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applicationModules=['Gamess_6ed12ada-a6a7-4df5-b044-b9a5e2b0c49b']),\n",
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applicationModules=['Tinker_Monte_b11b893a-626b-4778-997a-2da92537b4b7']),\n",
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applicationModules=['CPMD_6870dafa-e2e3-4fe6-a0e2-5b11c1436af4']),\n",
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applicationInputs=[InputDataObjectType(userFriendlyDescription='', 
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applicationModules=['DDSCat_b01bf3eb-7e19-4ebe-bd18-32af7c81e5df']),\n",
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applicationInputs=[InputDataObjectType(userFriendlyDescription='', 
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applicationModules=['DFTB+_9add4ce4-7f57-495a-bb1a-eff570b56441']),\n",
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applicationModules=['WRF_17f339d1-92e3-4eb9-a72e-cb4961d685a9']),\n",
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applicationInputs=[InputDataObjectType(userFriendlyDescription='Gamess Input 
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applicationModules=['Gamess_Stampede_1eb6c1f7-9292-456d-b1c3-1b88c3936b68']),\n",
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requiredToAddedToCommandLine=False, outputStreaming=False, type=5)], 
applicationModules=['Molcas_f7dd5a10-0f8d-43b0-9c88-ec1a648dd037']),\n",
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InputDataObjectType(userFriendlyDescription='oldjob=restart_file_stem (a 
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requiredToAddedToCommandLine=False, outputStreaming=False, type=5)], 
applicationModules=['Abaqus_96a88449-b4cd-4a39-8ad2-26abfbdd4b3e']),\n",
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applicationInputs=[InputDataObjectType(userFriendlyDescription='config\\r\\nShould
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InputDataObjectType(userFriendlyDescription='receptor.pdbqt', 
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applicationModules=['Vina_Multiple_d0292a2f-6555-4364-b3be-d84b47ceeced']),\n",
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applicationInputs=[InputDataObjectType(userFriendlyDescription='config', 
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InputDataObjectType(userFriendlyDescription='receptor.pdbqt', 
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applicationModules=['AutoDock_Vina_2bf91893-d75b-4478-9039-1aed216b5866']),\n",
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applicationInputs=[InputDataObjectType(userFriendlyDescription='', 
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outputStreaming=False, type=5)], 
applicationModules=['PSI4.0_80cfebe1-fef8-49c3-a8eb-00b735bd817f']),\n",
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applicationInputs=[InputDataObjectType(userFriendlyDescription='Main input 
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InputDataObjectType(userFriendlyDescription='cpus for the job', name='CPUs', 
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InputDataObjectType(userFriendlyDescription='', name='Interactive', 
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applicationArgument='-mem', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=0, inputOrder=5, metaData=''), 
InputDataObjectType(userFriendlyDescription='mp_mode = parallalism type', 
name='MP_MODE
 ', dataStaged=False, value='threads', applicationArgument='-mp_mode', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=True, 
type=0, inputOrder=6, metaData=''), 
InputDataObjectType(userFriendlyDescription='oldjob=restart_file_stem (a 
path?!)', name='Restart_Option', dataStaged=False, value='', 
applicationArgument='', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=False, type=0, inputOrder=9, metaData=''), 
InputDataObjectType(userFriendlyDescription='scratch directory definition', 
name='Scratch', dataStaged=False, value='$PWD', applicationArgument='-scratch', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=True, 
type=0, inputOrder=3, metaData=''), 
InputDataObjectType(userFriendlyDescription='--user_sub file argument -a -n 
$lib for libraries', name='User_Sub_Option', dataStaged=False, value='', 
applicationArgument='', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=False, type=0, inputOrder=8, metaData='')], a
 pplicationInterfaceId='Abaqus-6.13-3_43054f54-87e5-493b-8788-899028534465', 
applicationDescription='Finite Element Analysis, Enginnering', 
applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Abaqus-Standard-Error', value='', applicationArgument='', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='Abaqus-Standard-Out', value='', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5)], 
applicationModules=['Abaqus-6.13-3_be287dc9-4347-4fba-a308-465010e5f7d0']),\n",
+       " ApplicationInterfaceDescription(applicationName='Echo-Marcus', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='', name='Input 
to Echo', dataStaged=False, value='', applicationArgument='', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=0, inputOrder=1, 
metaData='')], 
applicationInterfaceId='Echo-Marcus_c12b0256-8033-4a2b-938c-7bcadb2e87e3', 
applicationDescription='Simple Echo Application Interface', 
applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Echo-Standard-Error', value='', applicationArgument='', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=6), OutputDataObjectType(dataMovement=False, 
name='Echo-Standard-Out', value='', applicationArgument='', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=5)], 
applicationModules=['Echo_19dc358d-d241-43d8-918c-f5a21a3b0845']),\n",
+       " ApplicationInterfaceDescription(applicationName='Trinity', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='', name='CPU', 
dataStaged=False, value='4', applicationArgument='--cpu', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=1, inputOrder=6, 
metaData=''), InputDataObjectType(userFriendlyDescription='', 
name='Max-Heapspace', dataStaged=False, value='2G', 
applicationArgument='--bflyHeapSpaceMax', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=0, inputOrder=7, metaData=''), 
InputDataObjectType(userFriendlyDescription='', name='Max_Memory', 
dataStaged=False, value='4G', applicationArgument='--max_memory', 
isRequired=True, standardInput=False, requiredToAddedToCommandLine=True, 
type=0, inputOrder=2, metaData=''), 
InputDataObjectType(userFriendlyDescription='', name='Rna-Seq-Right-Input', 
dataStaged=False, value='', applicationArgument='--right', isRequired=True, 
standardInput=False, requiredToAddedTo
 CommandLine=True, type=3, inputOrder=4, metaData=''), 
InputDataObjectType(userFriendlyDescription='', name='Rna-Seq_Left_Input', 
dataStaged=False, value='', applicationArgument='--left', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=3, inputOrder=3, 
metaData=''), InputDataObjectType(userFriendlyDescription='', name='Seq_type', 
dataStaged=False, value='fq', applicationArgument='--seqType', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=0, inputOrder=1, 
metaData=''), InputDataObjectType(userFriendlyDescription='', 
name='SS-Lib_Type', dataStaged=False, value='RF', 
applicationArgument='--SS_lib_typ', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=0, inputOrder=5, metaData='')], 
applicationInterfaceId='Trinity_82ec9f8d-790f-4909-9ad1-e010632736f9', 
applicationDescription='De novo reconstruction of transcriptomes from RNA-seq 
data', applicationOutputs=[OutputDataObjectType(dataMovement=False, nam
 e='Trinity_Execution-Log', value='trinity.timing', 
applicationArgument='--output ./trinity_out_dir', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=3), OutputDataObjectType(dataMovement=False, 
name='Trinity_FASTA_File', value='Trinity.fasta', applicationArgument='', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=True, name='Trinity_Standard-Error', 
value='Trinity_stderror', applicationArgument='', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=False, 
outputStreaming=False, type=0), OutputDataObjectType(dataMovement=True, 
name='Trinity_Stdout', value='Trinity_stdout', applicationArgument='', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=0)], 
applicationModules=['Trinity_b32b104d-501e-42f6-a35a-18540190cf2e']),\n",
+       " ApplicationInterfaceDescription(applicationName='Gaussian16', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='Gaussian input 
file specifying desired calculation type, model chemistry, molecular system and 
other parameters.', name='Input-File', dataStaged=False, value='', 
applicationArgument='', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=3, inputOrder=1, metaData='')], 
applicationInterfaceId='Gaussian16_8e065560-9b1e-443c-b59c-e919b677039d', 
applicationDescription='Gaussian provides capabilities for electronic structure 
modeling.', applicationOutputs=[OutputDataObjectType(dataMovement=True, 
name='Gaussian-Application-Output', value='gaussian.log', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='Gaussian-Standard-Error', 
value='', applicationArgument='', isRequired=True, searchQuery='', loca
 tion='', requiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='Gaussian-Standard-Out', 
value='', applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5)], 
applicationModules=['Gaussian16_3e749c7d-6b02-4356-acc3-a58423210bda']),\n",
+       " ApplicationInterfaceDescription(applicationName='Amber_pmemd', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='Heating up the 
system equilibration stage - 02_Heat.rst', name='Heat-Restart-File', 
dataStaged=False, value='', applicationArgument='-c', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=3, inputOrder=1, 
metaData=''), InputDataObjectType(userFriendlyDescription='Parameter and 
Topology coordinates - prmtop', name='Parameter-Topology-File', 
dataStaged=False, value='', applicationArgument='-p', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=3, inputOrder=3, 
metaData=''), InputDataObjectType(userFriendlyDescription='Constant pressure 
and temperature for production stage - 03_Prod.in', 
name='Production-Control-File', dataStaged=False, value='', 
applicationArgument='-i', isRequired=True, standardInput=False, 
requiredToAddedToCommandLine=True, type=3, inputOrder=2, metaData=''), 
InputDataObjectTyp
 e(userFriendlyDescription='The reference structure is specified using the -ref 
flag in the same manner as is used for Cartesian coordinate restraints (NTR=1). 
Targeted MD can be used with\\r\\nor without positional restraints.', 
name='Reference-coordinate-file', dataStaged=False, value='', 
applicationArgument='-ref', isRequired=False, standardInput=False, 
requiredToAddedToCommandLine=True, type=3, inputOrder=4, metaData='')], 
applicationInterfaceId='Amber_pmemd_274841f0-3b5e-4b74-8eb1-dd66283c5057', 
applicationDescription='Assisted Model Building with Energy Refinement MD 
Package', applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Amber-Execution-Log', value='03_Prod.out', applicationArgument='-o', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='Amber-Execution-Summary', 
value='03_Prod.info', applicationArgument='-inf', isRequired=True, 
searchQuery='', loc
 ation='', requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='Amber-Restart-File', 
value='03_Prod.rst', applicationArgument='-r', isRequired=True, searchQuery='', 
location='', requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='Amber-Standard-Error', value='', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='Amber-Standard-Out', value='', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5), 
OutputDataObjectType(dataMovement=False, name='Amber-Trajectory-File', 
value='03_Prod.mdcrd', applicationArgument='-x', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=True, 
outputStreaming=False, type=3)], applicationModules=['Amb
 er-Sander_e8ce4375-aa60-4dd9-aff5-61bbe1f275c0']),\n",
+       " ApplicationInterfaceDescription(applicationName='Amber-pmemd-min', 
applicationInputs=[InputDataObjectType(userFriendlyDescription='Heating up the 
system equilibration stage - 02_Heat.rst', name='Amber-Coordinates-file', 
dataStaged=False, value='', applicationArgument='-c', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=3, inputOrder=1, 
metaData=''), InputDataObjectType(userFriendlyDescription='Parameter and 
Topology coordinates - prmtop', name='Parameter-Topology-File', 
dataStaged=False, value='', applicationArgument='-p', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=3, inputOrder=3, 
metaData=''), InputDataObjectType(userFriendlyDescription='Input file with 
simulations conditions', name='Production-Control-Input-File', 
dataStaged=False, value='', applicationArgument='-i', isRequired=True, 
standardInput=False, requiredToAddedToCommandLine=True, type=3, inputOrder=2, 
metaData='')], applicationInterfaceId='Amber-p
 memd-min_10df4de9-bc80-491b-878b-97742b9519ae', 
applicationDescription='Assisted Model Building with Energy Refinement MD 
Package', applicationOutputs=[OutputDataObjectType(dataMovement=False, 
name='Amber-Execution-Log', value='03_Prod.out', applicationArgument='-o', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='Amber-Execution-Summary', 
value='03_Prod.info', applicationArgument='-inf', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=True, 
outputStreaming=False, type=3), OutputDataObjectType(dataMovement=False, 
name='Amber-Restart-File', value='03_Prod.rst', applicationArgument='-r', 
isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=True, outputStreaming=False, type=3), 
OutputDataObjectType(dataMovement=False, name='Amber-Standard-Error', value='', 
applicationArgument='', isRequired=True, searchQuery='', location='', re
 quiredToAddedToCommandLine=False, outputStreaming=False, type=6), 
OutputDataObjectType(dataMovement=False, name='Amber-Standard-Out', value='', 
applicationArgument='', isRequired=True, searchQuery='', location='', 
requiredToAddedToCommandLine=False, outputStreaming=False, type=5), 
OutputDataObjectType(dataMovement=False, name='Amber-Trajectory-File', 
value='03_Prod.mdcrd', applicationArgument='-x', isRequired=True, 
searchQuery='', location='', requiredToAddedToCommandLine=True, 
outputStreaming=False, type=3)], 
applicationModules=['Amber-Sander_e8ce4375-aa60-4dd9-aff5-61bbe1f275c0'])]"
       ]
      },
      "execution_count": 6,
@@ -223,22 +459,51 @@
     }
    ],
    "source": [
-    "airavata_cli.list_of_applications('Ultrascan_Production')"
+    "airavata_cli.list_of_applications('seagrid')"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 7,
    "metadata": {
-    "collapsed": false,
-    "scrolled": true
+    "collapsed": false
    },
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[ApplicationModule(appModuleName='Ultrascan', 
appModuleVersion='Ultrascan Application', 
appModuleId='Ultrascan_82282f1e-284f-4999-9beb-4620c485b03d', 
appModuleDescription=''),\n",
-       " ApplicationModule(appModuleName='Ultrascan_Unicore', 
appModuleVersion='', 
appModuleId='Ultrascan_Unicore_2471953d-5d87-4ffc-b0e6-b06c86c6206d', 
appModuleDescription='Ultrascan Unicore Application')]"
+       "[ApplicationModule(appModuleName='Echo', appModuleVersion='', 
appModuleId='Echo_19dc358d-d241-43d8-918c-f5a21a3b0845', 
appModuleDescription='A Simple Echo Application'),\n",
+       " ApplicationModule(appModuleName='Amber_Sander', appModuleVersion='', 
appModuleId='Amber-Sander_e8ce4375-aa60-4dd9-aff5-61bbe1f275c0', 
appModuleDescription='Assisted Model Building with Energy Refinement MD 
Package'),\n",
+       " ApplicationModule(appModuleName='Gaussian', appModuleVersion='', 
appModuleId='Gaussian_57eb2905-1cd8-400e-ad40-cadfba8f434f', 
appModuleDescription='Gaussian provides capabilities for electronic structure 
modeling.'),\n",
+       " ApplicationModule(appModuleName='AutoDock', appModuleVersion='', 
appModuleId='AutoDock_24d6d7da-1160-45b0-9958-63bcc9044804', 
appModuleDescription='AutoDock suite of automated docking tools'),\n",
+       " ApplicationModule(appModuleName='Gromacs', appModuleVersion='', 
appModuleId='Gromacs_17f97a2e-bdea-4075-9425-6bde4a8d1317', 
appModuleDescription='GROMACS Molecular Dynamics Package'),\n",
+       " ApplicationModule(appModuleName='Lammps_BR2', appModuleVersion='', 
appModuleId='Lammps_1f150b05-6295-43c5-8040-27992693cef6', 
appModuleDescription='Large-scale Atomic/Molecular Massively Parallel Simulator 
for BigRedII'),\n",
+       " ApplicationModule(appModuleName='NWChem', appModuleVersion='', 
appModuleId='NWChem_2f38a95e-c2aa-4db3-b1bf-2adb006a34bc', 
appModuleDescription='Ab initio computational chemistry software package'),\n",
+       " ApplicationModule(appModuleName='Gamess_BR2', appModuleVersion='', 
appModuleId='Gamess_BR2_5c979001-d994-47fb-a9af-5227ff5c5c55', 
appModuleDescription='A Gamess Application in BigRedII'),\n",
+       " ApplicationModule(appModuleName='NEK5000', appModuleVersion='', 
appModuleId='NEK5000_35922b60-f0ad-41dd-8b3c-7877617767d8', 
appModuleDescription='Open source, highly scalable and portable spectral 
element code designed to simulate fluid  flows about objects.'),\n",
+       " ApplicationModule(appModuleName='Abinit', appModuleVersion='', 
appModuleId='Abinit_34e497ac-28cd-42a2-afe0-1ee99f173c6d', 
appModuleDescription='ABINIT is a package whose main program allows one to find 
the total energy, charge density and electronic structure of systems made of 
electrons and nuclei (molecules and periodic solids) within Density Functional 
Theory (DFT)'),\n",
+       " ApplicationModule(appModuleName='Quantum_Espresso', 
appModuleVersion='', 
appModuleId='Quantum_Espresso_cf47dccc-c870-4e76-be68-784a1574426e', 
appModuleDescription='Nanoscale electronic-structure calculations and materials 
modeling'),\n",
+       " ApplicationModule(appModuleName='Lammps', appModuleVersion='', 
appModuleId='Lammps_4e799726-669e-4b87-9a7d-9d567d83c1c7', 
appModuleDescription='Large-scale Atomic/Molecular Massively Parallel 
Simulator'),\n",
+       " ApplicationModule(appModuleName='CP2K', appModuleVersion='', 
appModuleId='CP2K_3d1895c9-03e1-4ba7-96b3-94bf2c88c865', 
appModuleDescription='CP2K Test Application Module'),\n",
+       " ApplicationModule(appModuleName='Phasta_P', appModuleVersion='', 
appModuleId='Phasta_P_681394ed-212a-404e-b336-e5d41593016f', 
appModuleDescription='Parallel version of PHASTA'),\n",
+       " ApplicationModule(appModuleName='Gamess', appModuleVersion='', 
appModuleId='Gamess_6ed12ada-a6a7-4df5-b044-b9a5e2b0c49b', 
appModuleDescription='Gamess Application'),\n",
+       " ApplicationModule(appModuleName='Tinker_Monte', appModuleVersion='', 
appModuleId='Tinker_Monte_b11b893a-626b-4778-997a-2da92537b4b7', 
appModuleDescription='GridChem Tinker Monte Application'),\n",
+       " ApplicationModule(appModuleName='CPMD', appModuleVersion='', 
appModuleId='CPMD_6870dafa-e2e3-4fe6-a0e2-5b11c1436af4', 
appModuleDescription='parallelized plane wave / pseudopotential implementation 
of Density Functional Theory, particularly designed for ab-initio molecular 
dynamics.'),\n",
+       " ApplicationModule(appModuleName='QChem', appModuleVersion='', 
appModuleId='QChem_9214bc96-2bf8-4ba2-b717-a1cd4dc98a4f', 
appModuleDescription='Quantum Chemistry Application'),\n",
+       " ApplicationModule(appModuleName='DDSCat', appModuleVersion='', 
appModuleId='DDSCat_b01bf3eb-7e19-4ebe-bd18-32af7c81e5df', 
appModuleDescription='Discrete Dipole Approximation Scattering (DDSCAT) 
code'),\n",
+       " ApplicationModule(appModuleName='DFTB+', appModuleVersion='', 
appModuleId='DFTB+_9add4ce4-7f57-495a-bb1a-eff570b56441', 
appModuleDescription='Semi empirical Quantum Chemistry'),\n",
+       " ApplicationModule(appModuleName='WRF', appModuleVersion='', 
appModuleId='WRF_17f339d1-92e3-4eb9-a72e-cb4961d685a9', 
appModuleDescription='Weather Research and Forecasting'),\n",
+       " ApplicationModule(appModuleName='Gamess_Stampede', 
appModuleVersion='', 
appModuleId='Gamess_Stampede_1eb6c1f7-9292-456d-b1c3-1b88c3936b68', 
appModuleDescription='Gamess Application Module in Stampede'),\n",
+       " ApplicationModule(appModuleName='Molcas', appModuleVersion='', 
appModuleId='Molcas_f7dd5a10-0f8d-43b0-9c88-ec1a648dd037', 
appModuleDescription='Computational Chemistry QM'),\n",
+       " ApplicationModule(appModuleName='Abaqus', appModuleVersion='', 
appModuleId='Abaqus_96a88449-b4cd-4a39-8ad2-26abfbdd4b3e', 
appModuleDescription='Finite Element Analysis, Enginnering'),\n",
+       " ApplicationModule(appModuleName='test', appModuleVersion='', 
appModuleId='test_0282ea6b-8203-405f-b115-f86b4cd3b9e3', 
appModuleDescription=''),\n",
+       " ApplicationModule(appModuleName='AutoDock_Vina', appModuleVersion='', 
appModuleId='AutoDock_Vina_2bf91893-d75b-4478-9039-1aed216b5866', 
appModuleDescription=''),\n",
+       " ApplicationModule(appModuleName='Vina_Multiple', appModuleVersion='', 
appModuleId='Vina_Multiple_d0292a2f-6555-4364-b3be-d84b47ceeced', 
appModuleDescription='AutoDock Vina to launch with multiple Ligands'),\n",
+       " ApplicationModule(appModuleName='PSI4.0', appModuleVersion='', 
appModuleId='PSI4.0_80cfebe1-fef8-49c3-a8eb-00b735bd817f', 
appModuleDescription='Psi4 is an open-source suite of ab initio quantum 
chemistry programs designed for efficient, high-accuracy simulations of a 
variety of molecular properties.'),\n",
+       " ApplicationModule(appModuleName='Abaqus-6.13-3', 
appModuleVersion='6.13-3', 
appModuleId='Abaqus-6.13-3_be287dc9-4347-4fba-a308-465010e5f7d0', 
appModuleDescription='Finite Element Analysis, Engineering'),\n",
+       " ApplicationModule(appModuleName='Trinity', appModuleVersion='2.2.0', 
appModuleId='Trinity_b32b104d-501e-42f6-a35a-18540190cf2e', 
appModuleDescription='De novo reconstruction of transcriptomes from RNA-seq 
data'),\n",
+       " ApplicationModule(appModuleName='Gaussian16', 
appModuleVersion='Gaussian 16:  ES64L-G16RevA.03', 
appModuleId='Gaussian16_3e749c7d-6b02-4356-acc3-a58423210bda', 
appModuleDescription='Gaussian computes molecular electronic properties using 
ab inito and dft techniques'),\n",
+       " ApplicationModule(appModuleName='Amber_pmemd', appModuleVersion='', 
appModuleId='Amber_pmemd_d5011de7-7544-4af0-a6e0-384f85127766', 
appModuleDescription='Assisted Model Building with Energy Refinement MD Package 
with Particle Mesh Ewald summation for electrostatic interactions')]"
       ]
      },
      "execution_count": 7,
@@ -247,7 +512,7 @@
     }
    ],
    "source": [
-    "airavata_cli.module_descriptions('Ultrascan_Production')     "
+    "airavata_cli.module_descriptions('seagrid')     "
    ]
   },
   {
@@ -290,7 +555,7 @@
    },
    "outputs": [],
    "source": [
-    "ds=airavata_cli.experiment_statistics(\"Ultrascan_Production\", 
fromTime*1000, toTime*1000)\n",
+    "ds=airavata_cli.experiment_statistics(\"seagrid\", fromTime*1000, t

<TRUNCATED>

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