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Tilebox Workflows
Tilebox Workflows, or the Tilebox workflow orchestrator is a parallel processing engine that allows an intuitive creation of dynamic tasks that can be parallelized out of the box and executed across compute environments or on-premise as well as in auto-scaling clusters in public clouds.
Quickstart
Install using pip:
pip install tilebox-workflows
Create a task:
from tilebox.workflows import Task
class MyFirstTask(Task):
def execute(self):
print("Hello World from my first Tilebox task!")
Submit a job
from tilebox.workflows import Client
# create your API key at https://console.tilebox.com
client = Client(token="YOUR_TILEBOX_API_KEY")
jobs = client.jobs()
jobs.submit("my-very-first-job", MyFirstTask())
And run it:
runner = client.runner(tasks=[MyFirstTask])
runner.run_all()
Concurrent worker execution
A worker runtime can execute multiple tasks concurrently in one Python process. Each execution receives a newly
deserialized task instance and its own ExecutionContext, including task-local subtask and progress state. The
RunnerContext, configured JobCache, and any class or module state are process-level resources shared by those
executions.
Custom runner contexts, caches, and shared task state must therefore support concurrent access from multiple threads. Asynchronous task executions may also run on different event loops. Configure and register these resources before the worker starts; do not mutate runner configuration while tasks are executing. Compound cache operations are not atomic unless the cache implementation explicitly provides that guarantee.
Concurrency in one runtime avoids repeated process initialization and allows overlapping I/O or native code that releases Python's GIL. CPU-bound Python code still needs multiple runtime processes for parallel execution.
Documentation
Check out the Tilebox Workflows documentation for more information.
License
Distributed under the MIT License (The MIT License).
2 maintainers
Metadata
2 maintainers
Release files for tilebox-workflows 0.61.0
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| File | Size | Uploaded | |
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| tilebox_workflows-0.61.0.tar.gz | 106.7 kB | Details |
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| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| tilebox_workflows-0.61.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 248.9 kB
Release files / tilebox_workflows-0.61.0.tar.gz
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| Tags | Python 3 |
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