This is an automated email from the ASF dual-hosted git repository.
dimuthuupe pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/airavata.git
The following commit(s) were added to refs/heads/master by this push:
new 657897d2b4 Initial magic extension bundle
657897d2b4 is described below
commit 657897d2b4b14d4c98e9bddea7e9734dfd04c0d2
Author: Dimuthu Wannipurage <[email protected]>
AuthorDate: Thu Jul 18 07:12:03 2024 -0400
Initial magic extension bundle
---
modules/agent-framework/airavata-agent/agent.go | 4 +-
.../airavata-agent/jupyter/README.md | 28 ++-
.../extension/airavata_jupyter_magic/LICENSE | 202 +++++++++++++++++
.../extension/airavata_jupyter_magic/README.md | 33 +++
.../airavata_jupyter_magic/__init__.py | 1 +
.../airavata_jupyter_magic.py | 50 +++++
.../build/lib/airavata_jupyter_magic/__init__.py | 1 +
.../airavata_magic_extension.py | 47 ++++
.../extension/airavata_jupyter_magic/setup.py | 23 ++
.../airavata-agent/jupyter/magic.ipynb | 249 +++++++++++++++++++++
10 files changed, 635 insertions(+), 3 deletions(-)
diff --git a/modules/agent-framework/airavata-agent/agent.go
b/modules/agent-framework/airavata-agent/agent.go
index b2e82c1f40..b2e7a2a80c 100644
--- a/modules/agent-framework/airavata-agent/agent.go
+++ b/modules/agent-framework/airavata-agent/agent.go
@@ -144,9 +144,9 @@ func main() {
log.Printf("Failed to read
response for run jupyter kernel: %v", err)
}
- log.Println("Jupyter execution
response")
+
jupyterResponse := string(body)
-
+ log.Println("Jupyter execution
response: " + jupyterResponse)
if err :=
stream.Send(&protos.AgentMessage{Message:
&protos.AgentMessage_JupyterExecutionResponse{
diff --git a/modules/agent-framework/airavata-agent/jupyter/README.md
b/modules/agent-framework/airavata-agent/jupyter/README.md
index 3f012526e8..565673eadc 100644
--- a/modules/agent-framework/airavata-agent/jupyter/README.md
+++ b/modules/agent-framework/airavata-agent/jupyter/README.md
@@ -15,4 +15,30 @@ python3 kernel.py
curl -X GET http://127.0.0.1:15000/start
curl -X POST http://127.0.0.1:15000/execute -H "Content-Type:
application/json" -d '{"code": "print(4)"}'
curl -X GET http://127.0.0.1:15000/stop
-```
\ No newline at end of file
+```
+
+
+### Build and upload the magic extension
+
+* Make sure you have `setuptools` and `wheel` installed:
+
+```
+pip install setuptools wheel
+```
+
+* Build the extension
+```
+cd jupyter/extension/airavata_jupyter_magic
+python setup.py sdist bdist_wheel
+```
+
+* Upload the distribution to pypi
+```
+pip install twine
+twine upload dist/*
+```
+
+* Extension is available at https://pypi.org/project/airavata-jupyter-magic
+
+
+
diff --git
a/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/LICENSE
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/LICENSE
new file mode 100644
index 0000000000..d645695673
--- /dev/null
+++
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/LICENSE
@@ -0,0 +1,202 @@
+
+ Apache License
+ Version 2.0, January 2004
+ http://www.apache.org/licenses/
+
+ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+ 1. Definitions.
+
+ "License" shall mean the terms and conditions for use, reproduction,
+ and distribution as defined by Sections 1 through 9 of this document.
+
+ "Licensor" shall mean the copyright owner or entity authorized by
+ the copyright owner that is granting the License.
+
+ "Legal Entity" shall mean the union of the acting entity and all
+ other entities that control, are controlled by, or are under common
+ control with that entity. For the purposes of this definition,
+ "control" means (i) the power, direct or indirect, to cause the
+ direction or management of such entity, whether by contract or
+ otherwise, or (ii) ownership of fifty percent (50%) or more of the
+ outstanding shares, or (iii) beneficial ownership of such entity.
+
+ "You" (or "Your") shall mean an individual or Legal Entity
+ exercising permissions granted by this License.
+
+ "Source" form shall mean the preferred form for making modifications,
+ including but not limited to software source code, documentation
+ source, and configuration files.
+
+ "Object" form shall mean any form resulting from mechanical
+ transformation or translation of a Source form, including but
+ not limited to compiled object code, generated documentation,
+ and conversions to other media types.
+
+ "Work" shall mean the work of authorship, whether in Source or
+ Object form, made available under the License, as indicated by a
+ copyright notice that is included in or attached to the work
+ (an example is provided in the Appendix below).
+
+ "Derivative Works" shall mean any work, whether in Source or Object
+ form, that is based on (or derived from) the Work and for which the
+ editorial revisions, annotations, elaborations, or other modifications
+ represent, as a whole, an original work of authorship. For the purposes
+ of this License, Derivative Works shall not include works that remain
+ separable from, or merely link (or bind by name) to the interfaces of,
+ the Work and Derivative Works thereof.
+
+ "Contribution" shall mean any work of authorship, including
+ the original version of the Work and any modifications or additions
+ to that Work or Derivative Works thereof, that is intentionally
+ submitted to Licensor for inclusion in the Work by the copyright owner
+ or by an individual or Legal Entity authorized to submit on behalf of
+ the copyright owner. For the purposes of this definition, "submitted"
+ means any form of electronic, verbal, or written communication sent
+ to the Licensor or its representatives, including but not limited to
+ communication on electronic mailing lists, source code control systems,
+ and issue tracking systems that are managed by, or on behalf of, the
+ Licensor for the purpose of discussing and improving the Work, but
+ excluding communication that is conspicuously marked or otherwise
+ designated in writing by the copyright owner as "Not a Contribution."
+
+ "Contributor" shall mean Licensor and any individual or Legal Entity
+ on behalf of whom a Contribution has been received by Licensor and
+ subsequently incorporated within the Work.
+
+ 2. Grant of Copyright License. Subject to the terms and conditions of
+ this License, each Contributor hereby grants to You a perpetual,
+ worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+ copyright license to reproduce, prepare Derivative Works of,
+ publicly display, publicly perform, sublicense, and distribute the
+ Work and such Derivative Works in Source or Object form.
+
+ 3. Grant of Patent License. Subject to the terms and conditions of
+ this License, each Contributor hereby grants to You a perpetual,
+ worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+ (except as stated in this section) patent license to make, have made,
+ use, offer to sell, sell, import, and otherwise transfer the Work,
+ where such license applies only to those patent claims licensable
+ by such Contributor that are necessarily infringed by their
+ Contribution(s) alone or by combination of their Contribution(s)
+ with the Work to which such Contribution(s) was submitted. If You
+ institute patent litigation against any entity (including a
+ cross-claim or counterclaim in a lawsuit) alleging that the Work
+ or a Contribution incorporated within the Work constitutes direct
+ or contributory patent infringement, then any patent licenses
+ granted to You under this License for that Work shall terminate
+ as of the date such litigation is filed.
+
+ 4. Redistribution. You may reproduce and distribute copies of the
+ Work or Derivative Works thereof in any medium, with or without
+ modifications, and in Source or Object form, provided that You
+ meet the following conditions:
+
+ (a) You must give any other recipients of the Work or
+ Derivative Works a copy of this License; and
+
+ (b) You must cause any modified files to carry prominent notices
+ stating that You changed the files; and
+
+ (c) You must retain, in the Source form of any Derivative Works
+ that You distribute, all copyright, patent, trademark, and
+ attribution notices from the Source form of the Work,
+ excluding those notices that do not pertain to any part of
+ the Derivative Works; and
+
+ (d) If the Work includes a "NOTICE" text file as part of its
+ distribution, then any Derivative Works that You distribute must
+ include a readable copy of the attribution notices contained
+ within such NOTICE file, excluding those notices that do not
+ pertain to any part of the Derivative Works, in at least one
+ of the following places: within a NOTICE text file distributed
+ as part of the Derivative Works; within the Source form or
+ documentation, if provided along with the Derivative Works; or,
+ within a display generated by the Derivative Works, if and
+ wherever such third-party notices normally appear. The contents
+ of the NOTICE file are for informational purposes only and
+ do not modify the License. You may add Your own attribution
+ notices within Derivative Works that You distribute, alongside
+ or as an addendum to the NOTICE text from the Work, provided
+ that such additional attribution notices cannot be construed
+ as modifying the License.
+
+ You may add Your own copyright statement to Your modifications and
+ may provide additional or different license terms and conditions
+ for use, reproduction, or distribution of Your modifications, or
+ for any such Derivative Works as a whole, provided Your use,
+ reproduction, and distribution of the Work otherwise complies with
+ the conditions stated in this License.
+
+ 5. Submission of Contributions. Unless You explicitly state otherwise,
+ any Contribution intentionally submitted for inclusion in the Work
+ by You to the Licensor shall be under the terms and conditions of
+ this License, without any additional terms or conditions.
+ Notwithstanding the above, nothing herein shall supersede or modify
+ the terms of any separate license agreement you may have executed
+ with Licensor regarding such Contributions.
+
+ 6. Trademarks. This License does not grant permission to use the trade
+ names, trademarks, service marks, or product names of the Licensor,
+ except as required for reasonable and customary use in describing the
+ origin of the Work and reproducing the content of the NOTICE file.
+
+ 7. Disclaimer of Warranty. Unless required by applicable law or
+ agreed to in writing, Licensor provides the Work (and each
+ Contributor provides its Contributions) on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+ implied, including, without limitation, any warranties or conditions
+ of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+ PARTICULAR PURPOSE. You are solely responsible for determining the
+ appropriateness of using or redistributing the Work and assume any
+ risks associated with Your exercise of permissions under this License.
+
+ 8. Limitation of Liability. In no event and under no legal theory,
+ whether in tort (including negligence), contract, or otherwise,
+ unless required by applicable law (such as deliberate and grossly
+ negligent acts) or agreed to in writing, shall any Contributor be
+ liable to You for damages, including any direct, indirect, special,
+ incidental, or consequential damages of any character arising as a
+ result of this License or out of the use or inability to use the
+ Work (including but not limited to damages for loss of goodwill,
+ work stoppage, computer failure or malfunction, or any and all
+ other commercial damages or losses), even if such Contributor
+ has been advised of the possibility of such damages.
+
+ 9. Accepting Warranty or Additional Liability. While redistributing
+ the Work or Derivative Works thereof, You may choose to offer,
+ and charge a fee for, acceptance of support, warranty, indemnity,
+ or other liability obligations and/or rights consistent with this
+ License. However, in accepting such obligations, You may act only
+ on Your own behalf and on Your sole responsibility, not on behalf
+ of any other Contributor, and only if You agree to indemnify,
+ defend, and hold each Contributor harmless for any liability
+ incurred by, or claims asserted against, such Contributor by reason
+ of your accepting any such warranty or additional liability.
+
+ END OF TERMS AND CONDITIONS
+
+ APPENDIX: How to apply the Apache License to your work.
+
+ To apply the Apache License to your work, attach the following
+ boilerplate notice, with the fields enclosed by brackets "[]"
+ replaced with your own identifying information. (Don't include
+ the brackets!) The text should be enclosed in the appropriate
+ comment syntax for the file format. We also recommend that a
+ file or class name and description of purpose be included on the
+ same "printed page" as the copyright notice for easier
+ identification within third-party archives.
+
+ Copyright [yyyy] [name of copyright owner]
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.
diff --git
a/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/README.md
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/README.md
new file mode 100644
index 0000000000..e903231f7d
--- /dev/null
+++
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/README.md
@@ -0,0 +1,33 @@
+# Airavata Magic Extension to run local Jupyter Notebooks on Clusters
+
+
+## Installation
+
+```
+pip install airavata_jupyter_magic
+```
+
+## Usage
+
+### Load the extension in the notebook
+```
+%load_ext airavata_jupyter_magic
+```
+
+### Initialize the remote cluster job
+```
+%init_remote cluster=jetstream cpu=2 memory=2GB
+```
+
+### Run remote cell
+```
+%%run_remote
+# Your code here
+a = 10 + a
+print(a)
+```
+
+### Terminate the remote cluster job and the connection
+```
+%terminate_remote
+```
diff --git
a/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/airavata_jupyter_magic/__init__.py
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/airavata_jupyter_magic/__init__.py
new file mode 100644
index 0000000000..174863c815
--- /dev/null
+++
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/airavata_jupyter_magic/__init__.py
@@ -0,0 +1 @@
+from .airavata_jupyter_magic import load_ipython_extension,
unload_ipython_extension
\ No newline at end of file
diff --git
a/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/airavata_jupyter_magic/airavata_jupyter_magic.py
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/airavata_jupyter_magic/airavata_jupyter_magic.py
new file mode 100644
index 0000000000..1d30e9781b
--- /dev/null
+++
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/airavata_jupyter_magic/airavata_jupyter_magic.py
@@ -0,0 +1,50 @@
+from IPython.core.magic import register_line_magic, register_cell_magic
+
+def load_ipython_extension(ipython):
+
+ @register_cell_magic
+ def run_remote(line, cell):
+ url = 'http://localhost:18880/api/v1/agent/executejupyterrequest'
+
+ data = {
+ "sessionId": "session1",
+ "keepAlive": True,
+ "code": cell,
+ "agentId": "agent3"
+ }
+
+ 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"]
+ if error:
+ print("Cell execution failed. Error: " + error)
+ if execution_id:
+ while True:
+ url =
"http://localhost: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'])
+ break
+ time.sleep(1)
+
+ @register_line_magic
+ def init_remote(line):
+ print(f"Your input: {line}")
+
+ @register_line_magic
+ def terminate_remote(line):
+ print(f"Your input: {line}")
+
+def unload_ipython_extension(ipython):
+ pass
\ No newline at end of file
diff --git
a/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/build/lib/airavata_jupyter_magic/__init__.py
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/build/lib/airavata_jupyter_magic/__init__.py
new file mode 100644
index 0000000000..174863c815
--- /dev/null
+++
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/build/lib/airavata_jupyter_magic/__init__.py
@@ -0,0 +1 @@
+from .airavata_jupyter_magic import load_ipython_extension,
unload_ipython_extension
\ No newline at end of file
diff --git
a/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/build/lib/airavata_jupyter_magic/airavata_magic_extension.py
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/build/lib/airavata_jupyter_magic/airavata_magic_extension.py
new file mode 100644
index 0000000000..59beeabb6e
--- /dev/null
+++
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/build/lib/airavata_jupyter_magic/airavata_magic_extension.py
@@ -0,0 +1,47 @@
+from IPython.core.magic import register_line_magic, register_cell_magic
+
+def load_ipython_extension(ipython):
+
+ @register_cell_magic
+ def run_remote(line, cell):
+ url = 'http://localhost:18880/api/v1/agent/executejupyterrequest'
+
+ data = {
+ "sessionId": "session1",
+ "keepAlive": True,
+ "code": cell,
+ "agentId": "agent3"
+ }
+
+ 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"]
+ if error:
+ print("Cell execution failed. Error: " + error)
+ if execution_id:
+ while True:
+ url =
"http://localhost: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'])
+ break
+ time.sleep(1)
+
+ @register_line_magic
+ def init_remote(line):
+ print(f"Your input: {line}")
+
+ @register_line_magic
+ def terminate_remote(line):
+ print(f"Your input: {line}")
\ No newline at end of file
diff --git
a/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/setup.py
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/setup.py
new file mode 100644
index 0000000000..7cbcf810b8
--- /dev/null
+++
b/modules/agent-framework/airavata-agent/jupyter/extension/airavata_jupyter_magic/setup.py
@@ -0,0 +1,23 @@
+from setuptools import setup, find_packages
+
+setup(
+ name='airavata_jupyter_magic',
+ version='0.5',
+ packages=find_packages(),
+ install_requires=[
+ # Add any dependencies your extension needs here
+ ],
+ include_package_data=True,
+ description='A custom IPython magic extension for Airavata to recute local
notebooks on clusters',
+ long_description=open('README.md').read(),
+ long_description_content_type='text/markdown',
+ author='Dimuthu Wannipurage',
+ author_email='[email protected]',
+ url='https://github.com/apache/airavata', # Update with your repo link
+ classifiers=[
+ 'Programming Language :: Python :: 3',
+ 'License :: OSI Approved :: Apache Software License',
+ 'Operating System :: OS Independent',
+ ],
+ license='Apache License 2.0',
+)
\ No newline at end of file
diff --git a/modules/agent-framework/airavata-agent/jupyter/magic.ipynb
b/modules/agent-framework/airavata-agent/jupyter/magic.ipynb
new file mode 100644
index 0000000000..5f80e5782c
--- /dev/null
+++ b/modules/agent-framework/airavata-agent/jupyter/magic.ipynb
@@ -0,0 +1,249 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 40,
+ "id": "e520a5ea-847a-4237-a0a8-e52deb0b2c0d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from IPython.core.magic import register_cell_magic\n",
+ "from IPython.core.magic import register_line_magic\n",
+ "\n",
+ "import time\n",
+ "import requests\n",
+ "import json\n",
+ "import time"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 41,
+ "id": "c5c591cb-7f0f-47ab-a9fa-4700161439c2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "@register_cell_magic\n",
+ "def run_remote(line, cell):\n",
+ " url = 'http://localhost:18880/api/v1/agent/executejupyterrequest'\n",
+ "\n",
+ " data = {\n",
+ " \"sessionId\": \"session1\",\n",
+ " \"keepAlive\": True,\n",
+ " \"code\": cell,\n",
+ " \"agentId\": \"agent3\"\n",
+ " }\n",
+ "\n",
+ " json_data = json.dumps(data) \n",
+ " response = requests.post(url, headers={'Content-Type':
'application/json'}, data=json_data)\n",
+ " execution_resp = response.json()\n",
+ " execution_id = execution_resp[\"executionId\"]\n",
+ " error = execution_resp[\"error\"]\n",
+ " if error:\n",
+ " print(\"Cell execution failed. Error: \" + error)\n",
+ " if execution_id:\n",
+ " while True:\n",
+ " url =
\"http://localhost:18880/api/v1/agent/executejupyterresponse/\" +
execution_id\n",
+ " response = requests.get(url, headers={'Accept':
'application/json'})\n",
+ " json_response = response.json()\n",
+ " #print(json_response)\n",
+ " if json_response['available']:\n",
+ " result_str = json_response['responseString']\n",
+ " result = json.loads(result_str)\n",
+ " if 'result' in result:\n",
+ " print(result['result'])\n",
+ " elif 'error' in result:\n",
+ " print(result['error']['ename'])\n",
+ " print(result['error']['evalue'])\n",
+ " print(result['error']['traceback'])\n",
+ " break\n",
+ " time.sleep(1)\n",
+ "\n",
+ "@register_line_magic\n",
+ "def init_remote(line):\n",
+ " print(f\"Your input: {line}\")\n",
+ "\n",
+ "@register_line_magic\n",
+ "def terminate_remote(line):\n",
+ " print(f\"Your input: {line}\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "5c43ee08-39fc-4e44-a3f6-9f7ba372d201",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Collecting airavata-jupyter-magic==0.5\n",
+ " Obtaining dependency information for airavata-jupyter-magic==0.5 from
https://files.pythonhosted.org/packages/12/1b/f7214be1a74520d1af8f7810ade38b0346f74b8ccf998eb0586a77b4e636/airavata_jupyter_magic-0.5-py3-none-any.whl.metadata\n",
+ " Downloading airavata_jupyter_magic-0.5-py3-none-any.whl.metadata (994
bytes)\n",
+ "Downloading airavata_jupyter_magic-0.5-py3-none-any.whl (7.6 kB)\n",
+ "Installing collected packages: airavata-jupyter-magic\n",
+ " Attempting uninstall: airavata-jupyter-magic\n",
+ " Found existing installation: airavata-jupyter-magic 0.4\n",
+ " Uninstalling airavata-jupyter-magic-0.4:\n",
+ " Successfully uninstalled airavata-jupyter-magic-0.4\n",
+ "Successfully installed airavata-jupyter-magic-0.5\n",
+ "\n",
+
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m
A new release of pip is available:
\u001b[0m\u001b[31;49m23.2.1\u001b[0m\u001b[39;49m ->
\u001b[0m\u001b[32;49m24.1.2\u001b[0m\n",
+
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m
To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n"
+ ]
+ }
+ ],
+ "source": [
+ "! pip install airavata-jupyter-magic==0.5"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "4c04f9ef-161c-4eb5-bd60-78a68ef614ac",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The airavata_jupyter_magic module is not an IPython extension.\n"
+ ]
+ }
+ ],
+ "source": [
+ "%load_ext airavata_jupyter_magic"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "9e969c05-fbf9-4eca-9b83-d1c62429a13b",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "UsageError: Line magic function `%init_remote` not found.\n"
+ ]
+ }
+ ],
+ "source": [
+ "%init_remote cluster=jetstream cpu=2 memory=2GB"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 48,
+ "id": "4e60d84a-2a81-4b04-9dcb-dea48c4228b8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "70\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "%%run_remote\n",
+ "# Your code here\n",
+ "a = 10 + a\n",
+ "print(a)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 35,
+ "id": "ebd549f1-3a5d-47e3-876d-beb91d971ac2",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "%%run_remote\n",
+ "b = 20"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 38,
+ "id": "01b350f1-dc56-4434-86c1-0ff024cc589d",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Requirement already satisfied: numpy in
./jupyter/venv/lib/python3.11/site-packages (2.0.0)\n",
+ "\n",
+
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m
A new release of pip is available:
\u001b[0m\u001b[31;49m23.2.1\u001b[0m\u001b[39;49m ->
\u001b[0m\u001b[32;49m24.1.2\u001b[0m\n",
+
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m
To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "%%run_remote cluster=jetstream cpu=2 memory=2GB\n",
+ "!pip install numpy"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 43,
+ "id": "4acff051-2148-45d6-bb4e-c3cabb1a162c",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Your input: \n"
+ ]
+ }
+ ],
+ "source": [
+ "%terminate_remote"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "ad0cb710-d4f7-490e-a7b6-a8d97a3f45ed",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}