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initial commit for claude-light (#86)
* initial commit for clade-light * rm unused imports
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import os | ||
from pathlib import Path | ||
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# keep this line at the top of the file | ||
os.putenv("ALABOS_CONFIG_PATH", Path(__file__).parent.absolute() / "config.toml") | ||
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from alab_management import add_device, add_task | ||
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from .devices.claude import ClaudeLight | ||
from .tasks.claude import MeasureRGB | ||
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# set the config path to the default config file | ||
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add_device(ClaudeLight(name="rgb")) | ||
add_task(MeasureRGB) | ||
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[general] | ||
name = 'claude_alab' # Put the name of the lab here, it will be used as the DB name | ||
working_dir = "." # the working directory of the lab, where the device and task definitions are stored | ||
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[mongodb] # the MongoDB configuration | ||
host = 'localhost' | ||
password = '' | ||
port = 27017 | ||
username = '' | ||
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# all the completed experiments are stored in this database | ||
# the db name will be the lab name + '_completed' | ||
[mongodb_completed] | ||
host = "localhost" | ||
password = "" | ||
port = 27017 | ||
username = "" | ||
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[rabbitmq] # the RabbitMQ configuration | ||
host = "localhost" | ||
port = 5672 | ||
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# the user notification configuration, currently only email and slack are supported | ||
# if you don't want to use them, just leave them empty | ||
[alarm] | ||
# the email configuration. All the user notification will be sent to all the email_receivers in the list | ||
# the email_sender is the email address of the sender, e.g. [email protected] | ||
email_receivers = [] | ||
email_sender = " " | ||
email_password = " " | ||
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# the slack configuration. All the user notification will be sent to the slack_channel_id | ||
# the slack_bot_token is the token of the slack bot, you can get it from https://api.slack.com/apps | ||
slack_bot_token = " " | ||
slack_channel_id = " " | ||
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[large_result_storage] | ||
# the default storage configuration for tasks that generate large results | ||
# (>16 MB, cannot be contained in MongoDB) | ||
# currently only gridfs is supported | ||
# storage_type is defined by using LargeResult class located in alab_management/task_view/task.py | ||
# you can override this default configuration by setting the storage_type in the task definition | ||
default_storage_type = "gridfs" |
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"""You don't have to modify this file. It is used to make Python treat the directory as containing packages.""" |
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import requests | ||
from typing import ClassVar | ||
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from alab_management.device_view import BaseDevice | ||
from alab_management.sample_view import SamplePosition | ||
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class ClaudeLight(BaseDevice): | ||
"""Claude Light definition""" | ||
description: ClassVar[str] = "Claude-Light device" | ||
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def __init__(self, *args, **kwargs): | ||
super().__init__(*args, **kwargs) | ||
self.running = None | ||
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def __str__(self): | ||
return 'An RGB Claude Light' | ||
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@property | ||
def sample_positions(self): | ||
"""Sample positions define the sample positions related to this device.""" | ||
return [ | ||
SamplePosition( | ||
name="DefaultSamplePosition", | ||
number=1, | ||
description="Default sample position", | ||
) | ||
] | ||
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def connect(self): | ||
self.running = True | ||
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def disconnect(self): | ||
self.running = False | ||
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def is_running(self): | ||
return self.running | ||
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def measure(self, R=0, G=0, B=0): | ||
resp = requests.get('https://claude-light.cheme.cmu.edu/api', | ||
params={'R': R, 'G': G, 'B': B}) | ||
data = resp.json() | ||
return data |
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"""You don't have to modify this file. It is used to make Python treat the directory as containing packages.""" |
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from alab_management.task_view.task import BaseTask | ||
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class MeasureRGB(BaseTask): | ||
"""Measurement task definition.""" | ||
def __init__(self, R=0, G=0, B=0, **kwargs): | ||
super().__init__(**kwargs) | ||
self.R = R | ||
self.G = G | ||
self.B = B | ||
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def run(self): | ||
print('Running a job') | ||
with self.lab_view.request_resources({"rgb": {}}) as (devices, _): | ||
print(devices) | ||
return devices["rgb"].measure(self.R, self.G, self.B) |
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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "markdown", | ||
"id": "07e6b35b-6fde-4bb8-961e-2f2cd7faee16", | ||
"metadata": {}, | ||
"source": [ | ||
"# Setting up\n", | ||
"\n", | ||
"Run these commands in this directory. This will install the lab and setup your database .\n", | ||
"\n", | ||
"\n", | ||
" pip install -e .\n", | ||
"\n", | ||
"To start the server, run these commands.\n", | ||
"\n", | ||
"\n", | ||
" export ALABOS_CONFIG_PATH=`pwd`/claude_alab/config.toml\n", | ||
" export SIM_MODE_FLAG=FALSE\n", | ||
" alabos setup\n", | ||
" alabos launch &\n", | ||
" alabos launch_worker &" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "0fa7bd38-8367-41b7-a372-53165592f32e", | ||
"metadata": {}, | ||
"source": [ | ||
"# setup and submit an experiment" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 1, | ||
"id": "63d09232-7f62-4182-8483-d7cd62729aa8", | ||
"metadata": { | ||
"tags": [] | ||
}, | ||
"outputs": [ | ||
{ | ||
"data": { | ||
"text/plain": [ | ||
"ObjectId('6705d63f9fa06af11c9361bc')" | ||
] | ||
}, | ||
"execution_count": 1, | ||
"metadata": {}, | ||
"output_type": "execute_result" | ||
} | ||
], | ||
"source": [ | ||
"from alab_management.builders import ExperimentBuilder\n", | ||
"from claude_alab.tasks.claude import MeasureRGB\n", | ||
"\n", | ||
"# you need a name for the experiment\n", | ||
"# you can also provide tags for better organization\n", | ||
"# You can also provide arbitrary kwargs to the builder\n", | ||
"# it will be stored as metadata (e.g., description)\n", | ||
"exp = ExperimentBuilder(name=\"MyExperiment\",\n", | ||
" tags=[\"tag1\", \"tag2\"],\n", | ||
" description=\"My first experiment\")\n", | ||
"\n", | ||
"sample = exp.add_sample(name=\"my_sample_1\",\n", | ||
" tags=[\"project\"],\n", | ||
" description=\"My first sample\")\n", | ||
"\n", | ||
"\n", | ||
"task1 = MeasureRGB(R=0, G=0, B=0)\n", | ||
"task2 = MeasureRGB(R=0, G=1, B=0)\n", | ||
"# you can also do task.add_to([sample1, sample2, ...]) to add multiple samples to the task\n", | ||
"task1.add_to(sample)\n", | ||
"task2.add_to(sample)\n", | ||
"exp_id = exp.submit(address=\"http://localhost:8895\")\n", | ||
"exp_id" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "549ffdc6-7141-4a3c-9b5b-2009a5cce382", | ||
"metadata": {}, | ||
"source": [ | ||
"# get the experiment status" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 3, | ||
"id": "1f9d8e48-af24-4282-9bd0-8ec7375b50ef", | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"data": { | ||
"text/plain": [ | ||
"{'id': '6705d63f9fa06af11c9361bc',\n", | ||
" 'name': 'MyExperiment',\n", | ||
" 'progress': 1.0,\n", | ||
" 'samples': [{'id': '6705d63f9fa06af11c9361bd',\n", | ||
" 'name': 'my_sample_1',\n", | ||
" 'position': None}],\n", | ||
" 'status': 'COMPLETED',\n", | ||
" 'submitted_at': 'Tue, 08 Oct 2024 21:02:55 GMT',\n", | ||
" 'tasks': [{'id': '6705d63f9fa06af11c9361be',\n", | ||
" 'message': '',\n", | ||
" 'status': 'COMPLETED',\n", | ||
" 'type': 'MeasureRGB'},\n", | ||
" {'id': '6705d63f9fa06af11c9361bf',\n", | ||
" 'message': '',\n", | ||
" 'status': 'COMPLETED',\n", | ||
" 'type': 'MeasureRGB'}]}" | ||
] | ||
}, | ||
"execution_count": 3, | ||
"metadata": {}, | ||
"output_type": "execute_result" | ||
} | ||
], | ||
"source": [ | ||
"from alab_management import get_experiment_status, get_experiment_result\n", | ||
"\n", | ||
"get_experiment_status(exp_id)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "de0259e5-8b27-4be9-a1e4-dcff28aa2e3e", | ||
"metadata": {}, | ||
"source": [ | ||
"# Get the results" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 4, | ||
"id": "60d4cced-f55b-4c30-93e1-4b3c49e9bba3", | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"data": { | ||
"text/plain": [ | ||
"{'completed_at': '2024-10-08T21:03:00.003000',\n", | ||
" 'id': '6705d63f9fa06af11c9361bc',\n", | ||
" 'metadata': {'description': 'My first experiment'},\n", | ||
" 'name': 'MyExperiment',\n", | ||
" 'progress': 1.0,\n", | ||
" 'samples': [{'id': '6705d63f9fa06af11c9361bd',\n", | ||
" 'metadata': {'description': 'My first sample'},\n", | ||
" 'name': 'my_sample_1',\n", | ||
" 'tags': ['project']}],\n", | ||
" 'status': 'COMPLETED',\n", | ||
" 'submitted_at': '2024-10-08T21:02:55.943000',\n", | ||
" 'tags': ['tag1', 'tag2'],\n", | ||
" 'tasks': [{'completed_at': '2024-10-08T21:02:57.863000',\n", | ||
" 'id': '6705d63f9fa06af11c9361be',\n", | ||
" 'message': '',\n", | ||
" 'parameters': {'B': 0, 'G': 0, 'R': 0},\n", | ||
" 'result': {'in': [0.0, 0.0, 0.0],\n", | ||
" 'out': {'415nm': 0,\n", | ||
" '445nm': 0,\n", | ||
" '480nm': 0,\n", | ||
" '515nm': 2,\n", | ||
" '555nm': 5,\n", | ||
" '590nm': 2,\n", | ||
" '630nm': 5,\n", | ||
" '680nm': 0,\n", | ||
" 'clear': 18,\n", | ||
" 'nir': 0}},\n", | ||
" 'samples': ['my_sample_1'],\n", | ||
" 'started_at': '2024-10-08T21:02:56.118000',\n", | ||
" 'status': 'COMPLETED',\n", | ||
" 'type': 'MeasureRGB'},\n", | ||
" {'completed_at': '2024-10-08T21:02:59.847000',\n", | ||
" 'id': '6705d63f9fa06af11c9361bf',\n", | ||
" 'message': '',\n", | ||
" 'parameters': {'B': 0, 'G': 1, 'R': 0},\n", | ||
" 'result': {'in': [0.0, 1.0, 0.0],\n", | ||
" 'out': {'415nm': 923,\n", | ||
" '445nm': 329,\n", | ||
" '480nm': 11541,\n", | ||
" '515nm': 62894,\n", | ||
" '555nm': 9972,\n", | ||
" '590nm': 1298,\n", | ||
" '630nm': 1305,\n", | ||
" '680nm': 1243,\n", | ||
" 'clear': 50552,\n", | ||
" 'nir': 1294}},\n", | ||
" 'samples': ['my_sample_1'],\n", | ||
" 'started_at': '2024-10-08T21:02:58.103000',\n", | ||
" 'status': 'COMPLETED',\n", | ||
" 'type': 'MeasureRGB'}]}" | ||
] | ||
}, | ||
"execution_count": 4, | ||
"metadata": {}, | ||
"output_type": "execute_result" | ||
} | ||
], | ||
"source": [ | ||
"results = get_experiment_result(exp_id)\n", | ||
"results" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "9be8cdd2-81dc-4363-9f18-1ee498f90112", | ||
"metadata": {}, | ||
"source": [ | ||
"Here we subtract the background from the measurement. Maybe there is a better way to do this?" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 5, | ||
"id": "a39fda51-2ea7-4ada-8589-7ebd379a273c", | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"data": { | ||
"text/plain": [ | ||
"62892" | ||
] | ||
}, | ||
"execution_count": 5, | ||
"metadata": {}, | ||
"output_type": "execute_result" | ||
} | ||
], | ||
"source": [ | ||
"r0 = results['tasks'][0]['result']['out']['515nm']\n", | ||
"r1 = results['tasks'][1]['result']['out']['515nm']\n", | ||
"r1 - r0" | ||
] | ||
} | ||
], | ||
"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 | ||
} |
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[build-system] | ||
requires = ["setuptools>=42", "setuptools-git-versioning", "wheel"] | ||
build-backend = "setuptools.build_meta" | ||
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[project] | ||
name = "claude_alab" | ||
version = "0.1.0" | ||
requires-python = ">=3.10" | ||
dependencies = [] | ||
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[tool.ruff.lint.per-file-ignores] | ||
"__init__.py" = ["E402"] |
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