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Posted to commits@airavata.apache.org by la...@apache.org on 2024/10/21 19:10:40 UTC
(airavata) 01/03: Fix run_remote magic and update kernel to properly render outputs and display errors in airavata_magics.py
This is an automated email from the ASF dual-hosted git repository.
lahirujayathilake pushed a commit to branch agent-framewok-refactoring
in repository https://gitbox.apache.org/repos/asf/airavata.git
commit 4397056bdaa6b718aff871cdc0593b399dcc3bdc
Author: lahiruj <la...@gmail.com>
AuthorDate: Thu Oct 10 12:30:06 2024 -0400
Fix run_remote magic and update kernel to properly render outputs and display errors in airavata_magics.py
---
.../airavata-agent/agent-communication.proto | 20 -
.../v1l4/jupyterlab/labconfig/airavata_magics.py | 88 +-
.../jupyter/deployments/i-guide/agent/README.md | 14 +
.../jupyter/deployments/i-guide/agent/dam_list.csv | 346 +
.../deployments/i-guide/agent/docker-agent.sh | 4 +
.../jupyter/deployments/i-guide/agent/kernel.py | 82 +-
.../sample_data/NID_FIM_MH_F/MH_F_CA10022.tiff | Bin 0 -> 365941 bytes
.../sample_data/NID_FIM_NH_F/NH_F_CA10022.tiff | Bin 0 -> 27506 bytes
.../sample_data/NID_FIM_TAS_F/TAS_F_CA10022.tiff | Bin 0 -> 232386 bytes
.../sample_data/census_geometry/census_data.csv | 83510 +++++++++++++++++++
.../census_geometry/census_tract_from_api.geojson | 9115 ++
.../census_geometry/tl_2020_06_tabblock20.geojson | 12896 +++
.../jupyterlab/labconfig/airavata_magics.py | 88 +-
.../airavata-agent/jupyter/kernel.py | 82 +-
.../jupyter/labconfig/airavata_magics.py | 88 +-
.../protos/agent-communication.pb.go | 724 +-
16 files changed, 106404 insertions(+), 653 deletions(-)
diff --git a/modules/agent-framework/airavata-agent/agent-communication.proto b/modules/agent-framework/airavata-agent/agent-communication.proto
index 12a6326b2d..762471c700 100644
--- a/modules/agent-framework/airavata-agent/agent-communication.proto
+++ b/modules/agent-framework/airavata-agent/agent-communication.proto
@@ -7,8 +7,6 @@ option java_package = "org.apache.airavata.agent";
option java_outer_classname = "AgentCommunicationProto";
option go_package = "protos/";
-import "airavata-fuse.proto";
-
service AgentCommunicationService {
rpc createMessageBus(stream AgentMessage) returns (stream ServerMessage);
}
@@ -53,15 +51,6 @@ message AgentMessage {
ContainerExecutionResponse containerExecutionResponse = 3;
TerminateExecutionResponse terminateExecutionResponse = 4;
JupyterExecutionResponse jupyterExecutionResponse = 5;
-
- org.apache.airavata.fuse.StatFsReq statFsReq = 6;
- org.apache.airavata.fuse.FileInfoReq fileInfoReq = 7;
- org.apache.airavata.fuse.OpenDirReq openDirReq = 8;
- org.apache.airavata.fuse.OpenFileReq openFileReq = 9;
- org.apache.airavata.fuse.ReadDirReq readDirReq = 10;
- org.apache.airavata.fuse.ReadFileReq readFileReq = 11;
- org.apache.airavata.fuse.WriteFileReq writeFileReq = 12;
- org.apache.airavata.fuse.SetInodeAttReq setInodeAttReq = 13;
}
}
@@ -116,14 +105,5 @@ message ServerMessage {
KillAgentRequest killAgentRequest = 4;
TunnelCreationRequest tunnelCreationRequest = 5;
JupyterExecutionRequest jupyterExecutionRequest = 6;
-
- org.apache.airavata.fuse.StatFsRes statFsRes = 7;
- org.apache.airavata.fuse.FileInfoRes fileInfoRes = 8;
- org.apache.airavata.fuse.OpenDirRes openDirRes = 9;
- org.apache.airavata.fuse.OpenFileRes openFileRes = 10;
- org.apache.airavata.fuse.ReadDirRes readDirRes = 11;
- org.apache.airavata.fuse.ReadFileRes readFileRes = 12;
- org.apache.airavata.fuse.WriteFileRes writeFileRes = 13;
- org.apache.airavata.fuse.SetInodeAttRes setInodeAttRes = 14;
}
}
\ No newline at end of file
diff --git a/modules/agent-framework/airavata-agent/jupyter/deployments/cerebrum/v1l4/jupyterlab/labconfig/airavata_magics.py b/modules/agent-framework/airavata-agent/jupyter/deployments/cerebrum/v1l4/jupyterlab/labconfig/airavata_magics.py
index cec1b2a10f..dd629dfd09 100644
--- a/modules/agent-framework/airavata-agent/jupyter/deployments/cerebrum/v1l4/jupyterlab/labconfig/airavata_magics.py
+++ b/modules/agent-framework/airavata-agent/jupyter/deployments/cerebrum/v1l4/jupyterlab/labconfig/airavata_magics.py
@@ -1,7 +1,7 @@
from IPython.core.magic import register_cell_magic
from IPython.core.magic import register_line_magic
-from IPython.display import display, Image
+from IPython.display import display, Image, HTML
import base64
import requests
import json
@@ -131,6 +131,7 @@ def run_remote(line, cell):
global current_agent_info
if not current_agent_info:
print("No agent was scheduled yet. Please run %init_remote cluster=<cluster> cpu=<cpu> memory=<memory mb> queue=<queue> walltime=<walltime minutes>")
+ return
url = 'http://scigap02.sciencegateways.iu.edu:18880/api/v1/agent/executejupyterrequest'
@@ -144,8 +145,8 @@ def run_remote(line, cell):
json_data = json.dumps(data)
response = requests.post(url, headers={'Content-Type': 'application/json'}, data=json_data)
execution_resp = response.json()
- execution_id = execution_resp["executionId"]
- error = execution_resp["error"]
+ execution_id = execution_resp.get("executionId")
+ error = execution_resp.get("error")
if error:
print("Cell execution failed. Error: " + error)
if execution_id:
@@ -153,23 +154,74 @@ def run_remote(line, cell):
url = "http://scigap02.sciencegateways.iu.edu:18880/api/v1/agent/executejupyterresponse/" + execution_id
response = requests.get(url, headers={'Accept': 'application/json'})
json_response = response.json()
- #print(json_response)
- if json_response['available']:
- result_str = json_response['responseString']
- result = json.loads(result_str)
- if 'result' in result:
- print(result['result'])
- elif 'error' in result:
- print(result['error']['ename'])
- print(result['error']['evalue'])
- print(result['error']['traceback'])
- elif 'display' in result:
- display_obj = result['display']
- if 'data' in display_obj:
- data_obj = display_obj['data']
+ if json_response.get('available'):
+ result_str = json_response.get('responseString')
+ try:
+ result = json.loads(result_str)
+ except json.JSONDecodeError as e:
+ print(f"Failed to decode JSON response: {e}")
+ break
+
+ if 'outputs' in result:
+ for output in result['outputs']:
+ output_type = output.get('output_type')
+ if output_type == 'display_data':
+ data_obj = output.get('data', {})
+ if 'image/png' in data_obj:
+ image_data = data_obj['image/png']
+ try:
+ image_bytes = base64.b64decode(image_data)
+ display(Image(data=image_bytes, format='png'))
+ except base64.binascii.Error as e:
+ print(f"Failed to decode image data: {e}")
+ # Ignoring any texts in the display data
+ # if 'text/plain' in data_obj:
+ # print(data_obj['text/plain'])
+
+ elif output_type == 'stream':
+ print(output.get('text', ''))
+
+ elif output_type == 'error':
+ ename = output.get('ename', 'Error')
+ evalue = output.get('evalue', '')
+ traceback = output.get('traceback', [])
+
+ error_html = f"""
+ <div style="
+ color: #a71d5d;
+ background-color: #fdd;
+ border: 1px solid #a71d5d;
+ padding: 10px;
+ border-radius: 5px;
+ font-family: Consolas, 'Courier New', monospace;
+ ">
+ <pre><strong>{ename}: {evalue}</strong>
+ """
+ for line in traceback:
+ error_html += f"{line}\n"
+ error_html += "</pre></div>"
+ display(HTML(error_html))
+
+ elif output_type == 'execute_result':
+ data_obj = output.get('data', {})
+ if 'text/plain' in data_obj:
+ print(data_obj['text/plain'])
+ else:
+ if 'result' in result:
+ print(result['result'])
+ elif 'error' in result:
+ print(result['error']['ename'])
+ print(result['error']['evalue'])
+ print(result['error']['traceback'])
+ elif 'display' in result:
+ data_obj = result['display'].get('data', {})
if 'image/png' in data_obj:
image_data = data_obj['image/png']
- display(Image(data=base64.b64decode(image_data), format='png'))
+ try:
+ image_bytes = base64.b64decode(image_data)
+ display(Image(data=image_bytes, format='png'))
+ except base64.binascii.Error as e:
+ print(f"Failed to decode image data: {e}")
break
time.sleep(1)
diff --git a/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/README.md b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/README.md
new file mode 100644
index 0000000000..994186a3cb
--- /dev/null
+++ b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/README.md
@@ -0,0 +1,14 @@
+## Setting up Dev Environment
+
+### Agent
+Build the Agent
+```shell
+./build-container.sh
+```
+
+Execute the following command to run an agent locally.
+```shell
+docker run --rm -v $(pwd):/workspace -w /workspace dimuthuupe/airavata-iguide-agent bash -c "./docker-agent.sh"
+```
+
+
diff --git a/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/dam_list.csv b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/dam_list.csv
new file mode 100644
index 0000000000..8bcce83dc0
--- /dev/null
+++ b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/dam_list.csv
@@ -0,0 +1,346 @@
+,ID,LAT,LON,NAME
+0,CA10114,36.4163091,-119.0032238,TERMINUS DAM
+1,CA10113,36.06067058,-118.9193398,Richard L. Schafer Dam
+2,NY00468,42.73329398,-77.90723181,MOUNT MORRIS DAM
+3,CA10109,38.15104106,-120.813699,NEW HOGAN DAM
+4,CA10104,37.90680141,-120.9340593,FARMINGTON DAM
+5,MO30204,36.93126768,-90.28052776,WAPPAPELLO DAM
+6,MS01495,34.14995402,-89.90581196,ENID DAM
+7,SC02753,34.68199176,-82.85111787,CLEMSON UPPER DIVERSION DAM
+8,CA10102,39.81628687,-122.3366757,BLACK BUTTE DAM
+9,SD01096,43.43798045,-103.5658486,COTTONWOOD SPRINGS DAM
+10,MS01496,34.75921395,-90.12374535,ARKABUTLA DAM
+11,CA10243,37.2171285,-119.9845339,BUCHANAN DAM
+12,MS03356,33.07487999,-90.10131706,FLOOD WATER RETARDING STRUCTURE SITE 47
+13,CA10022,33.889999,-117.6421107,PRADO DAM
+14,SD01097,43.45341735,-103.4890904,COLD BROOK DAM
+15,MS01493,34.40871079,-89.79696915,SARDIS DAM
+16,CA10110,38.93654619,-121.0246647,NORTH FORK DAM
+17,PA00005,41.04845622,-77.60933596,FOSTER JOSEPH SAYERS DAM
+18,FL00425,27.11169856,-80.2851624,ST. LUCIE LOCK AND DAM
+19,MS03475,33.17001025,-89.96108196,FLOOD WATER RETARDING STRUCTURE SITE 30
+20,OK10317S001,34.078202,-96.553237,DENISON DAM - CUMBERLAND LEVEES
+21,PA00002,41.35920383,-77.92467161,ALVIN R. BUSH DAM
+22,OR00746,45.34704981,-119.5445308,WILLOW CREEK DAM
+23,OH00018,39.54214769,-82.05790138,TOM JENKINS DAM
+24,IL55094,41.88857907,-87.6075818,CHICAGO RIVER AND HARBOR CONTROLLING WORKS
+25,MS03599,33.0947749,-90.02898895,FLOOD WATER RETARDING STRUCTURE SITE 38
+26,NH00006,42.94647713,-72.23666102,OTTER BROOK DAM
+27,MA00966,42.10896966,-72.12621913,EAST BRIMFIELD DAM
+28,MS03411,33.02910108,-90.19360301,FLOOD WATER RETARDING STRUCTURE SITE 52
+29,VT00003,43.33765453,-72.50947248,NORTH SPRINGFIELD DAM
+30,WA00301,47.6652943,-122.397247,HIRAM M. CHITTENDEN LOCKS AND DAM
+31,WA00348,46.064178,-118.2638,MILL CREEK STORAGE DAM
+32,OH00001,40.62294028,-82.32451622,PLEASANT HILL DAM
+33,WA00331,46.58424,-118.0269,LITTLE GOOSE LOCK AND DAM
+34,NE01061,40.78330141,-96.63634194,ANTELOPE CREEK DAM
+35,NE01060,40.82410752,-96.95673838,TWIN LAKES DAM
+36,NE01062,40.58540107,-96.84751314,OLIVE CREEK DAM
+37,NE01059,40.60476151,-96.63641463,STAGECOACH DAM
+38,NE01058,40.73087698,-96.78322726,YANKEE HILL DAM
+39,IL00006,40.68343027,-89.52521188,FONDULAC DAM
+40,MS03058,34.01121923,-88.48839138,AMORY LOCK AND DAM
+41,KY03065,38.12586403,-82.69733105,YATESVILLE DAM
+42,NE01056,40.62038464,-96.58355938,WAGON TRAIN DAM
+43,NE01064,40.62833,-96.790001,BLUESTEM DAM
+44,OH00030,41.15653973,-81.07931201,MICHAEL J. KIRWAN DAM
+45,KY03066,37.83952368,-82.8719808,PAINTSVILLE DAM
+46,VT00001,43.12767311,-72.7738704,BALL MOUNTAIN DAM
+47,NE01065,41.313,-96.137001,STANDING BEAR DAM
+48,WV09903,38.30404199,-82.41607111,BEECH FORK DAM
+49,NE01055,40.76686396,-96.84560443,CONESTOGA DAM
+50,ID00319,48.17958153,-116.999649,ALBENI FALLS DAM
+51,IL00005,40.671299,-89.500504,FARMDALE DAM
+52,MA00962,42.42803246,-72.02589183,BARRE FALLS DAM
+53,MA00967,42.1197522,-71.87988053,HODGES VILLAGE DAM
+54,MO12099,39.01659639,-94.33955747,BLUE SPRINGS DAM
+55,NH00005,42.89394924,-71.98640121,EDWARD MACDOWELL DAM
+56,NE01057,40.83880665,-96.86559467,PAWNEE DAM
+57,OR00612,42.67048024,-122.6743165,WILLIAM L. JESS DAM
+58,MT00652,48.41028848,-115.3142655,LIBBY DAM
+59,CT00503,41.75575454,-72.18145231,MANSFIELD HOLLOW DAM
+60,KY03046,36.96099677,-84.26800149,LAUREL DAM
+61,PA00921,40.37903275,-76.03142669,BLUE MARSH DAM
+62,CT00508,41.65764318,-73.1054137,BLACK ROCK DAM
+63,TX05996,33.79692805,-99.83479781,TRUSCOTT BRINE DAM
+64,IA00014,41.79307259,-93.7301833,BIG CREEK DIVERSION DAM
+65,KY03029,37.736823,-82.729211,DEWEY DAM
+66,KY03056,37.23002555,-83.03348987,CARR CREEK DAM
+67,OH00012,40.26907854,-81.27656712,CLENDENING DAM
+68,PA00106,40.45684379,-79.45147968,LOYALHANNA DAM
+69,OH00009,40.50574431,-82.5765247,NORTH BRANCH KOKOSING DAM
+70,VT00002,43.60466917,-72.36088656,NORTH HARTLAND DAM
+71,VT00005,43.79358941,-72.25796905,UNION VILLAGE DAM
+72,PA00003,40.95411375,-78.52627634,CURWENSVILLE DAM
+73,CA10201,39.198799,-123.1833,COYOTE VALLEY DAM
+74,NE01063,40.970001,-96.853333,BRANCHED OAK DAM
+75,CT00504,41.51423404,-73.06647769,HOP BROOK DAM
+76,GA01701,33.66117856,-82.19965703,J. STROM THURMOND DAM
+77,NH00001,43.31611461,-71.72218921,BLACKWATER DAM
+78,KY03028,37.431671,-82.416672,FISHTRAP DAM
+79,NE01882,41.17257938,-96.1512037,WEHRSPANN DAM
+80,VA051001,37.23316995,-82.34459146,JOHN W FLANNAGAN DAM
+81,PA00011,41.58933525,-75.3275816,PROMPTON DAM
+82,OH00028,39.950001,-83.746674,CLARENCE J. BROWN DAM
+83,MO30201,37.90074832,-93.32050796,POMME DE TERRE DAM
+84,VA089001,36.78151177,-80.02744918,PHILPOTT DAM
+85,PA00109,39.79851074,-79.36902974,YOUGHIOGHENY DAM
+86,WA00300,47.14096557,-121.9333295,MUD MOUNTAIN DAM
+87,WV00707,38.84267522,-80.62066816,BURNSVILLE DAM
+88,OH00005,40.63697951,-81.55737561,BEACH CITY DAM
+89,OH00013,39.92524657,-81.43522379,SENECAVILLE DAM
+90,CO00050,37.14285508,-104.5516137,TRINIDAD DAM
+91,NH00002,43.09300475,-71.65986852,EVERETT DAM
+92,OH00007,39.99221569,-82.07993714,DILLON DAM
+93,VA117002,36.549999,-78.466667,ISLAND CREEK DAM
+94,ND00147,45.98141058,-103.2463061,Bowman-Haley Dam
+95,OH00014,40.46914272,-81.19467284,LEESVILLE DAM
+96,OH00008,39.62209178,-83.21523076,DEER CREEK DAM
+97,CT00505,41.681603,-73.09046148,NORTHFIELD BROOK DAM
+98,KY03027,37.34063698,-83.47054612,BUCKHORN DAM
+99,OH00006,40.5266258,-81.2861344,ATWOOD DAM
+100,WV09101,39.31323342,-80.03366043,TYGART DAM
+101,OH00011,40.19006537,-81.21302002,PIEDMONT DAM
+102,NE02185,41.2204528,-96.16072353,ZORINSKY DAM
+103,AR01202,34.14375099,-94.09863281,DIERKS DAM
+104,OH00017,39.25056107,-83.3545731,PAINT CREEK DAM
+105,ND00310,48.40468234,-97.79128719,HOMME DAM
+106,CT00507,41.62193789,-73.03747802,HANCOCK BROOK DAM
+107,OH00929,39.02277503,-84.15056176,WILLIAM H. HARSHA DAM
+108,OH00002,40.15639349,-81.84706426,WILLS CREEK DAM
+109,GA00822,34.60313897,-84.69358373,CARTERS REREGULATION DAM
+110,NE01518,41.3635091,-96.05701667,CUNNINGHAM DAM
+111,PA01132,41.89803347,-77.13524622,TIOGA DAM
+112,OH00019,40.72569835,-82.15388625,MOHICANVILLE DAM
+113,VA005001,37.95108157,-79.95681956,GATHRIGHT DAM
+114,MO11176,39.75077713,-92.51437502,LONG BRANCH DAM
+115,OH00010,40.35888456,-81.22663965,TAPPAN DAM
+116,KY03055,38.11760874,-83.53267552,CAVE RUN DAM
+117,PA01133,41.89939463,-77.14694582,HAMMOND DAM
+118,OH00931,40.18724446,-82.96335079,ALUM CREEK DAM
+119,VT00004,43.05192465,-72.70385765,TOWNSHEND DAM
+120,KS00026,38.923328,-95.330002,CLINTON DAM
+121,NH00004,43.18863184,-71.74764136,HOPKINTON DAM
+122,MS03060,34.25786895,-88.42488916,FULTON LOCK AND DAM
+123,MN00580,45.0219407,-95.86913647,LAC QUI PARLE DAM
+124,PA00006,41.69687386,-75.48595151,STILLWATER DAM
+125,NC00300,36.13441524,-81.22596408,W. KERR SCOTT DAM
+126,OR00012,44.41561373,-122.6701612,FOSTER DAM
+127,WV00701,38.66160057,-80.69293662,SUTTON DAM
+128,MO30200,37.69190358,-93.75950389,STOCKTON DAM
+129,OR00624,42.05601063,-123.1149774,APPLEGATE DAM
+130,OH00016,40.35162373,-82.0888643,MOHAWK DAM
+131,IN03018,38.43433855,-86.70758984,PATOKA DAM
+132,MS03060S001,34.26642709,-88.42367339,FULTON LOCK AND DAM - RING DIKE
+133,WI00780,44.85593096,-92.23968034,EAU GALLE DAM
+134,TN15901,36.29032507,-85.94362774,CORDELL HULL LOCK AND DAM
+135,OH00003,40.55769965,-81.41253666,DOVER DAM
+136,OR00015,44.12788372,-122.2410845,COUGAR DAM
+137,AL01427,33.45840141,-87.35635756,JOHN HOLLIS BANKHEAD LOCKS AND DAM
+138,MA00970,42.64301651,-72.22367825,TULLY DAM
+139,IN03001,39.00820671,-86.51133105,MONROE DAM
+140,PA00105,41.83931931,-79.00299055,KINZUA DAM
+141,NM00003,35.3941615,-106.5466189,JEMEZ CANYON DAM
+142,NH00007,42.99778047,-72.3092611,SURRY MOUNTAIN DAM
+143,KS00027,37.84264228,-96.81845602,EL DORADO DAM
+144,OR00006,43.92119299,-122.8081892,DEXTER DAM
+145,CT00501,41.69501637,-73.0623066,THOMASTON DAM
+146,PA00110,41.47543491,-79.44538287,TIONESTA DAM
+147,MA00968,42.2650919,-72.88172606,LITTLEVILLE DAM
+148,ND00309,47.03467792,-98.07885544,BALDHILL DAM
+149,OR00004,44.72173131,-122.2500998,DETROIT DAM
+150,GA00821,34.613331,-84.670295,CARTERS MAIN DAM
+151,WV06702,38.22235664,-80.89067204,SUMMERSVILLE DAM
+152,OR00010,44.45006265,-122.5488478,GREEN PETER DAM
+153,OH00004,40.65662777,-81.42927859,BOLIVAR DAM
+154,MA00964,42.118328,-71.908333,BUFFUMVILLE DAM
+155,OR00007,43.946671,-122.7567,FALL CREEK DAM
+156,PA00102,40.71529559,-79.51018869,CROOKED CREEK DAM
+157,IL00113,38.618825,-89.352293,CARLYLE DAM
+158,OR00013,44.17332974,-122.3283096,BLUE RIVER DAM
+159,MN00586,47.42906918,-94.05188214,WINNIBIGOSHISH DAM
+160,IL00118,39.40912461,-88.78038027,SHELBYVILLE DAM
+161,OH00015,40.35888375,-83.06899939,DELAWARE DAM
+162,MS03604,34.46281241,-88.36625266,G.V. MONTGOMERY LOCK AND DAM
+163,MO12084,39.39602186,-94.55616325,SMITHVILLE DAM
+164,TX00008,33.06931527,-96.96453947,LEWISVILLE DAM
+165,KS00002,37.2772,-95.78786,ELK CITY DAM
+166,MA00963,42.63095422,-72.12327215,BIRCH HILL DAM
+167,OK10313,35.94808176,-96.29593538,HEYBURN DAM
+168,TX00004,29.86917308,-98.19762158,CANYON LAKE DAM
+169,KY03007,37.24571455,-85.33981988,GREEN RIVER DAM
+170,IN03006,40.84600796,-85.46868178,J. EDWARD ROUSH DAM
+171,ND00146,46.96174814,-98.75250043,PIPESTEM DAM
+172,OK22178,35.645,-97.361671,ARCADIA DAM
+173,MA00972,42.08223855,-72.05818359,WESTVILLE DAM
+174,KY03012,37.61975093,-86.50090675,ROUGH RIVER DAM
+175,OK10308,35.30449621,-95.36025232,EUFAULA DAM
+176,OK22203,34.23572106,-98.05367357,WAURIKA DAM
+177,PA01134,41.98716686,-77.15272251,COWANESQUE DAM
+178,CO01280,39.64947623,-104.8582789,CHERRY CREEK DAM
+179,OK10309,36.14989089,-96.25297247,KEYSTONE DAM
+180,PA00108,41.69729746,-80.1021851,WOODCOCK CREEK DAM
+181,TN03701,36.15631282,-86.61879067,J. PERCY PRIEST DAM
+182,TX00006,31.83451281,-99.56007376,HORDS CREEK DAM
+183,CA10108,39.32723371,-120.1147894,MARTIS CREEK DAM
+184,OR00009,43.91253973,-122.7515502,LOOKOUT POINT DAM
+185,PA00101,40.46811111,-79.36626662,CONEMAUGH DAM
+186,OK10315,34.94174841,-94.71695613,WISTER DAM
+187,WV10924,37.59972986,-81.82303359,R.D. BAILEY DAM
+188,WV08902,37.64079494,-80.88636894,BLUESTONE DAM
+189,OK10306,34.11213761,-95.08019859,PINE CREEK DAM
+190,GA03742,34.16416252,-84.72798524,ALLATOONA DAM
+191,KS00011,37.74138636,-95.92610255,TORONTO DAM
+192,CT00502,41.94591542,-71.89861616,WEST THOMPSON DAM
+193,KS00006,38.36912101,-97.08473669,MARION DAM
+194,MN00585,47.24779984,-94.22169124,LEECH DAM
+195,KS00003,37.65083292,-96.06290664,FALL RIVER DAM
+196,MN00584,47.2509,-93.5877,POKEGAMA DAM
+197,IN03004,40.71550322,-85.95813888,MISSISSINEWA DAM
+198,NM00001,36.23791519,-106.4266263,ABIQUIU DAM
+199,NY00740,42.3461766,-77.70603896,ALMOND DAM
+200,NM00158,35.028332,-104.6883,SANTA ROSA DAM
+201,OR00014,43.70872322,-122.4236336,HILLS CREEK DAM
+202,KY03009,36.89341099,-86.12568147,BARREN RIVER DAM
+203,KS00007,38.51441374,-95.7130005,MELVERN DAM
+204,MS03605,34.52296003,-88.32534496,JAMIE L. WHITTEN LOCK AND DAM
+205,OK21489,36.88405785,-95.9686335,COPAN DAM
+206,OK10319,36.7483449,-98.13894906,GREAT SALT PLAINS DAM
+207,IA00016,40.82617231,-92.8874853,RATHBUN DAM
+208,OR00001,45.64426344,-121.9408572,BONNEVILLE LOCKS AND DAM
+209,KY03011,37.27714433,-86.2470187,NOLIN DAM
+210,IN03003,39.71701531,-87.07048593,CECIL M. HARDEN DAM
+211,PA00001,41.52217538,-75.5307433,AYLESWORTH CREEK DAM
+212,OK10312,36.92818466,-96.08824964,HULAH DAM
+213,TX08012,33.33187704,-95.62789835,COOPER DAM
+214,NM00404,35.61657592,-106.3178358,COCHITI DAM
+215,OK10314,35.86965013,-95.23082715,FORT GIBSON DAM
+216,NC01713,35.94154371,-78.58269882,FALLS DAM
+217,CA10106,35.6459311,-118.4821982,ISABELLA DAM
+218,KS00001,38.68056143,-96.50265311,COUNCIL GROVE DAM
+219,TN04102,36.09790375,-85.82636891,CENTER HILL DAM
+220,LA00181,32.70890244,-93.91672372,CADDO DAM
+221,IN03002,39.48644986,-86.91744979,CAGLES MILL DAM
+222,IA00017,41.703602,-93.681099,SAYLORVILLE DAM
+223,AL01432,31.62527444,-85.06435947,WALTER F. GEORGE LOCK AND DAM
+224,WV09901,38.14493478,-82.38417197,EAST LYNN DAM
+225,OK10311,35.59374121,-95.03793638,TENKILLER DAM
+226,OK10316,36.08850619,-98.5914085,CANTON DAM
+227,PA00103,41.92049901,-79.9003515,UNION CITY DAM
+228,CO01281,39.55789344,-105.0594068,CHATFIELD DAM
+229,TN02702,36.53759146,-85.45131184,DALE HOLLOW DAM
+230,AR00154,34.14859978,-93.71564327,NARROWS DAM
+231,OH00032,41.04605256,-81.00246049,BERLIN DAM
+232,VA195001,37.12511531,-82.63055425,North Fork of Pound Dam
+233,VA117001,36.59667,-78.29667,JOHN H KERR DAM
+234,OR00005,43.71638222,-123.0537485,COTTAGE GROVE DAM
+235,NC00173,35.65458882,-79.067,B. EVERETT JORDAN DAM
+236,GA00820,32.91845437,-85.18807227,WEST POINT DAM
+237,IN03005,40.80791944,-85.6779339,SALAMONIE DAM
+238,MA00969,42.29070643,-72.86179015,KNIGHTVILLE DAM
+239,CO01283,38.0696437,-102.938143,JOHN MARTIN DAM
+240,OK10310,36.42235422,-95.68018803,OOLOGAH DAM
+241,WA00299,47.99535906,-119.6374271,CHIEF JOSEPH DAM
+242,KS00010,38.65079293,-95.55868977,POMONA DAM
+243,PA00007,39.92365266,-76.7545033,YORK INDIAN ROCK DAM
+244,SC82201,33.42676007,-79.93111821,ST. STEPHEN POWERHOUSE DAM
+245,OK22199,34.62833,-95.349998,SARDIS DAM
+246,OK20509,36.69882,-96.91958875,KAW DAM
+247,KY03061,36.75214657,-83.25788242,MARTINS FORK DAM
+248,CT00506,42.00623554,-73.03663427,COLEBROOK RIVER DAM
+249,MO30203,37.13495145,-90.77089115,CLEARWATER DAM
+250,KY03010,36.86977861,-85.14379758,WOLF CREEK DAM
+251,OH00927S003,39.54462579,-84.00226322,CAESAR CREEK DAM - SADDLE DIKE 3
+252,MN00582,46.66911572,-94.11281778,PINE RIVER DAM
+253,KS00009,39.11347885,-95.42535861,PERRY DAM
+254,MN00576,45.76971345,-96.6309884,RESERVATION HIGHWAY DAM
+255,MN00577,45.86155967,-96.57301693,WHITE ROCK DAM
+256,GA01702,34.35775828,-82.82142793,HARTWELL DAM
+257,AR00157,35.10424688,-93.64914894,BLUE MOUNTAIN DAM
+258,CA10112,36.83265291,-119.3256138,PINE FLAT DAM
+259,KS00004,38.24224332,-95.75566901,JOHN REDMOND DAM
+260,AR00158,34.95201535,-93.16043511,NIMROD DAM
+261,AR00174,36.42221163,-93.84762325,BEAVER DAM
+262,TX08007,32.64400997,-96.99095916,JOE POOL DAM
+263,GA00824S001,34.170701,-84.077974,BUFORD DAM - SADDLE DIKE 1
+264,TX00001,32.25097428,-96.64137346,BARDWELL DAM
+265,GA00824S002,34.165927,-84.076805,BUFORD DAM - SADDLE DIKE 2
+266,OR00016,44.11802334,-123.2921873,FERN RIDGE DAM
+267,MO20725,38.26375463,-93.40356992,HARRY S. TRUMAN DAM
+268,TX00009,31.95395578,-96.69517014,NAVARRO MILLS DAM
+269,AZ82203,34.23279662,-113.6012667,ALAMO DAM
+270,CA10202,35.33715601,-120.5027291,SALINAS DAM
+271,OH00927,39.48494999,-84.06129856,CAESAR CREEK DAM
+272,LA00180,32.3220823,-93.670212,WALLACE DAM
+273,GA00824S003,34.149098,-84.053916,BUFORD DAM - SADDLE DIKE 3
+274,TX00003,32.65374626,-97.45563026,BENBROOK DAM
+275,TX04359,33.853329,-95.548332,PAT MAYSE DAM
+276,TX00007,33.03239063,-96.46857676,LAVON DAM
+277,TX00011,31.06445615,-94.09252964,SAM RAYBURN DAM
+278,AR00150,34.57300841,-93.19501188,BLAKELY MOUNTAIN DAM
+279,OK10300,34.01043371,-95.38156891,HUGO DAM
+280,AR00159,36.24957169,-92.23825713,NORFORK DAM
+281,PA00004,40.4338978,-78.00693101,RAYSTOWN DAM
+282,IA00012,41.72447816,-91.52977521,CORALVILLE DAM
+283,MD00069,39.43224146,-79.12241495,JENNINGS RANDOLPH DAM
+284,OK10307,34.14616058,-94.68535924,BROKEN BOW DAM
+285,TX00010,31.96919634,-98.48558065,PROCTOR DAM
+286,TX08005,30.70147678,-97.32983876,GRANGER DAM
+287,TX08006,30.66726958,-97.72553489,NORTH SAN GABRIEL DAM
+288,TX08008,33.35322194,-97.05539702,RAY ROBERTS DAM
+289,AZ10002,33.071998,-113.016526,PAINTED ROCK DAM
+290,TX00013,30.32040153,-96.52409137,SOMERVILLE DAM
+291,GA00824,34.16032625,-84.07387528,BUFORD DAM
+292,KY03001,37.021671,-88.220001,BARKLEY LOCK AND DAM
+293,TX00005,32.96985908,-97.05621136,GRAPEVINE DAM
+294,TX00016,31.59189131,-97.21143043,WACO DAM
+295,TX08004,31.89824608,-97.20519598,AQUILLA DAM
+296,AZ10004,33.299451,-111.275653,WHITLOW RANCH DAM
+297,AR00151S002,34.178329,-93.099998,DEGRAY REREGULATING DAM
+298,KS00005,38.61941732,-97.96874986,KANOPOLIS DAM
+299,TX00020,32.7499904,-94.50439743,FERRELLS BRIDGE DAM
+300,TX00021,33.31279176,-94.16142485,WRIGHT PATMAN DAM
+301,NM00006,35.40269945,-104.190496,CONCHAS DAM
+302,TX00017,31.86764781,-97.37049823,WHITNEY DAM
+303,TX00012,31.48432569,-100.4818983,O.C. FISHER DAM
+304,TX00015,30.79991645,-94.1730835,TOWN BLUFF DAM
+305,SD01092,44.04169717,-99.44452825,BIG BEND DAM
+306,CA10105,39.24000554,-121.2692846,HARRY L. ENGLEBRIGHT DAM
+307,KS00049,37.26875708,-95.46792129,BIG HILL DAM
+308,IN03017,39.43930553,-85.00036796,BROOKVILLE DAM
+309,AR01200,34.2109288,-94.22830652,GILLHAM DAM
+310,AR00160,36.36598692,-92.57523109,BULL SHOALS DAM
+311,OR00003,44.75098351,-122.2830158,BIG CLIFF DAM
+312,AR01201,34.09818619,-94.38177957,DEQUEEN DAM
+313,TX00002,31.10851643,-97.47267685,BELTON DAM
+314,NE01066,40.06876185,-99.21125081,HARLAN COUNTY DAM
+315,MO82201,39.52441307,-91.64385015,CLARENCE CANNON DAM
+316,ID00287,46.51554363,-116.2963881,DWORSHAK DAM
+317,PA00104,41.55892049,-78.59374315,EAST BRANCH DAM
+318,KS82201,38.6536321,-94.90506955,HILLSDALE DAM
+319,OK10317,33.83022122,-96.57086832,DENISON DAM
+320,IA00013,41.3696803,-92.98057992,RED ROCK DAM
+321,SD01093,43.06110325,-98.56016797,FORT RANDALL DAM
+322,AR00151,34.21433745,-93.11075068,DEGRAY DAM
+323,MT00025,48.00222808,-106.4179871,FORT PECK DAM
+324,ID00288,43.527969,-116.0537,LUCKY PEAK DAM
+325,TX00018,29.79062352,-95.62509149,ADDICKS DAM
+326,MO30202,36.59596719,-93.31081282,TABLE ROCK DAM
+327,SD01094,42.84982324,-97.48217862,GAVINS POINT DAM
+328,CA10023,34.15730035,-117.6770708,SAN ANTONIO DAM
+329,MO82202,38.92364173,-94.46769911,LONGVIEW DAM
+330,WA00298,47.27820617,-121.7865479,HOWARD A. HANSON DAM
+331,CA10303,38.71842373,-123.0096199,WARM SPRINGS DAM
+332,AR00173,35.52118329,-91.99423151,GREERS FERRY DAM
+333,NY01055,42.341032,-75.969786,WHITNEY POINT DAM
+334,CO00004,39.65374485,-105.1374038,BEAR CREEK DAM
+335,ND00145,47.49862646,-101.4128138,GARRISON DAM
+336,NY01211,42.330719,-75.229083,EAST SIDNEY DAM
+337,OH00029,39.26031139,-84.4956781,WEST FORK OF MILL CREEK DAM
+338,SD01095,44.45150605,-100.4010307,OAHE DAM
+339,OH00031,41.299999,-80.758331,MOSQUITO CREEK DAM
+340,MN00574,46.21714143,-96.17923556,ORWELL DAM
+341,IL00117,38.03732761,-88.96167853,REND DAM
+342,OK10318,36.54905474,-99.56057072,FORT SUPPLY DAM
+343,MS01494,33.82162942,-89.77239369,GRENADA DAM
+344,CA10244,37.11066163,-119.88458,HIDDEN DAM
\ No newline at end of file
diff --git a/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/docker-agent.sh b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/docker-agent.sh
new file mode 100755
index 0000000000..9978af18b6
--- /dev/null
+++ b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/docker-agent.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+
+/opt/airavata-agent api.gateway.cybershuttle.org:19900 agent2
+
diff --git a/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/kernel.py b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/kernel.py
index 5188105732..17dc3ab110 100644
--- a/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/kernel.py
+++ b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/kernel.py
@@ -3,6 +3,7 @@ from jupyter_client import KernelManager
from flask import Flask, request, jsonify
import os
import json
+import re
app = Flask(__name__)
@@ -12,6 +13,8 @@ kc = None
kernel_running = False
+ansi_escape = re.compile(r'\x1B\[[0-?]*[ -/]*[@-~]')
+
@app.route('/start', methods=['GET'])
def start_kernel():
@@ -34,6 +37,9 @@ def start_kernel():
kernel_running = True
return "Kernel started"
+def strip_ansi_codes(text):
+ return ansi_escape.sub('', text)
+
@app.route('/execute', methods=['POST'])
def execute():
@@ -46,40 +52,74 @@ def execute():
kc.execute(code)
- # Wait for the result and display it
-
+ outputs = []
execution_noticed = False
- content_text = ""
+
while True:
try:
msg = kc.get_iopub_msg(timeout=1)
print("------------------")
print(msg)
print("-================-")
- content = msg["content"]
- parent_header = msg["parent_header"]
+ content = msg.get("content", {})
+ msg_type = msg.get("msg_type", "")
# When a message with the text stream comes and it's the result of our execution
- if msg["msg_type"] == "execute_input":
+ if msg_type == "execute_input":
execution_noticed = True
- if msg["msg_type"] == "stream" and content["name"] == "stdout":
- print(content["text"])
- content_text = content_text + content["text"]
- if msg["msg_type"] == "display_data":
- return jsonify({'display': content}), 200
- if msg["msg_type"] == "error":
- return jsonify({'error': content}), 200
- if msg["msg_type"] == "status" and execution_noticed:
- if content["execution_state"] and content["execution_state"] == "idle":
- if parent_header and parent_header["msg_type"]:
- if parent_header["msg_type"] == "execute_request": ## This is a result without stdout like a = 12
- return jsonify({'result': content_text}), 200
+
+ # Handle stdout text stream
+ if msg_type == "stream" and content.get("name") == "stdout":
+ outputs.append({
+ "output_type": "stream",
+ "name": "stdout",
+ "text": content.get("text", "")
+ })
+
+ # Capture display data (e.g. plot)
+ if msg_type == "display_data":
+ outputs.append({
+ "output_type": "display_data",
+ "data": content.get("data", {}),
+ "metadata": content.get("metadata", {})
+ })
+
+ # Handle execution results (e.g. return values)
+ if msg_type == "execute_result":
+ outputs.append({
+ "output_type": "execute_result",
+ "data": content.get("data", {}),
+ "metadata": content.get("metadata", {}),
+ "execution_count": content.get("execution_count", None)
+ })
+
+ # Handle errors
+ if msg_type == "error":
+ # Strip ANSI codes from traceback
+ clean_traceback = [strip_ansi_codes(line) for line in content.get("traceback", [])]
+ outputs.append({
+ "output_type": "error",
+ "ename": content.get("ename", ""),
+ "evalue": content.get("evalue", ""),
+ "traceback": clean_traceback
+ })
+
+ # Check for end of execution
+ if msg_type == "status" and content.get("execution_state") == "idle" and execution_noticed:
+ break
+
except KeyboardInterrupt:
- print("Interrupted by user.")
- return jsonify({'error': "Intterrupted by user"}), 500
- except:
+ return jsonify({'error': "Execution interrupted by user"}), 500
+ except Exception as e:
+ print(f"Error while getting Jupyter message: {str(e)}")
pass
+ response = {
+ "outputs": outputs
+ }
+
+ return jsonify(response), 200
+
@app.route('/stop', methods=['GET'])
def stop():
diff --git a/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/NID_FIM_MH_F/MH_F_CA10022.tiff b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/NID_FIM_MH_F/MH_F_CA10022.tiff
new file mode 100644
index 0000000000..16b3008825
Binary files /dev/null and b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/NID_FIM_MH_F/MH_F_CA10022.tiff differ
diff --git a/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/NID_FIM_NH_F/NH_F_CA10022.tiff b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/NID_FIM_NH_F/NH_F_CA10022.tiff
new file mode 100644
index 0000000000..342ba65061
Binary files /dev/null and b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/NID_FIM_NH_F/NH_F_CA10022.tiff differ
diff --git a/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/NID_FIM_TAS_F/TAS_F_CA10022.tiff b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/NID_FIM_TAS_F/TAS_F_CA10022.tiff
new file mode 100644
index 0000000000..4171805c9e
Binary files /dev/null and b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/NID_FIM_TAS_F/TAS_F_CA10022.tiff differ
diff --git a/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/census_geometry/census_data.csv b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/census_geometry/census_data.csv
new file mode 100644
index 0000000000..334ae81310
--- /dev/null
+++ b/modules/agent-framework/airavata-agent/jupyter/deployments/i-guide/agent/sample_data/census_geometry/census_data.csv
@@ -0,0 +1,83510 @@
+GEOID_T,EP_POV150,EP_UNEMP,EP_HBURD,EP_NOHSDP,EP_UNINSUR,EP_AGE65,EP_AGE17,EP_DISABL,EP_SNGPNT,EP_LIMENG,EP_MINRTY,EP_MUNIT,EP_MOBILE,EP_CROWD,EP_NOVEH,EP_GROUPQ
+6029002001,78.55979146,16.8,72.37728585,38.1,5.7,15.5,45.35679374,23.2,21.36669875,7.745933385,90.58325187,17.12204007,0,4.234841193,38.7,4.95275334
+48071710500,35.86319981,5.7,21.73913043,32.6,16.5,17.8,23.71693421,18.1,12.37922705,11.45428016,46.52950486,3.933948519,22.4,3.079710145,2.1,3.481799683
+55025011505,21.94884287,0.4,30.56069008,11.2,5,13.6,24.43113772,8.3,7.886629698,1.704260652,34.56287425,14.03719256,0,2.402957486,3.5,1.676646707
+6059086701,23.47355637,3.7,32.57065949,25.9,7,15.4,20.32681904,13.2,2.557200538,20.06233406,77.61952081,12.36193713,14.3,18.79766712,4.1,0.51893563
+48201341203,12.72066459,4.1,29.83957219,7.7,14.4,14.9,10.64382139,18.6,4.919786096,4.994629431,43.25025961,49.873631,0,6.631016043,3.3,0.2596054
+48113018205,29.40099398,6.7,36.54458599,32.5,35.2,6.9,30.42113523,4.1,7.722929936,15.52761072,83.20690557,33.52601156,0,13.13694268,8,0
+36047092800,13.45875543,1.8,38.32020997,10.2,5.5,20.4,13.35021708,7.6,11.3735783,1.623254058,99.2040521,10.08403361,0,1.049868766,35.3,0.615050651
+42101000403,2.451612903,0,9.056603774,0,2.2,6.2,1.548387097,3,0,0,19.48387097,100,0,0,40,0
+16039960201,19.94141505,9.6,18.79194631,3.3,15.9,14.9,28.45876521,11,14.09395973,0.968054211,19.80621902,0,13.1,0,4.7,0
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