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GiganticTurtle0
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46 Questions, 183 Answers
  Active since 10 January 2023
  Last activity 2 years ago

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183 × Eureka!
0 Votes
1 Answers
2K Views
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3 years ago
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1 Answers
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Is there any way to create a queue from code?
4 years ago
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18 Answers
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0 Votes 18 Answers 2K Views
Regarding the new version 1.1.2, I have noticed type hints are now included in the script generated by PipelineDecorator.component in the function arguments....
4 years ago
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7 Answers
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0 Votes 7 Answers 2K Views
4 years ago
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7 Answers
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0 Votes 7 Answers 2K Views
Hi, not sure if I'm doing something wrong or I found a bug. When I try to overwrite some parameters in a cloned task using get_parameters and set_parameters ...
4 years ago
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1 Answers
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It is possible to attach to an OutputModel an object closely related to it (as some product of data preprocessing that has been done specifically for that mo...
4 years ago
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11 Answers
3K Views
0 Votes 11 Answers 3K Views
Hi guys, Suppose I have the following script: import numpy as np import pandas as pd from clearml import Task # Import required project dependencies. from tf...
4 years ago
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10 Answers
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0 Votes 10 Answers 2K Views
Is there any example showing how to work with nested pipelines? In my case I have several functions decorated with PipelineDecorator . In a pipeline I call s...
4 years ago
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8 Answers
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0 Votes 8 Answers 2K Views
3 years ago
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12 Answers
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0 Votes 12 Answers 2K Views
4 years ago
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16 Answers
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0 Votes 16 Answers 2K Views
Hi! I noticed a bug related to reusing the same component in a pipeline. I have prepared a mock example so that you can reproduce it: from clearml.automation...
4 years ago
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2 Answers
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0 Votes 2 Answers 2K Views
Why
Why Task.add_tags method has no effect when running remotely? What if I want to tag a step based on a parameter passed to the pipeline through PipelineContro...
3 years ago
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5 Answers
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0 Votes 5 Answers 2K Views
Hi, can anyone help me with this code? (just a mock example, but it nicely captures the behavior of the real code) import pandas as pd from clearml import Ta...
3 years ago
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11 Answers
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0 Votes 11 Answers 2K Views
Let's say that I specify the output_uri parameter in Task.init like this: task = Task.init( project_name="example_project", task_name="example_task", output_...
4 years ago
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6 Answers
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0 Votes 6 Answers 2K Views
Hi, Is there any reason why artifacts linked to a task are not removed when the task is removed from the experiment list?
4 years ago
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2 Answers
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Since PipelineDecorator automatically starts the task for you, is there any way to specify arguments to Task.init in the task created for a function decorate...
4 years ago
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13 Answers
2K Views
0 Votes 13 Answers 2K Views
When ClearML converts a PipelineDecorator.component decorated function to script code, I have noticed that indexing syntax like A[:, 0] is rewritten as A[(:,...
4 years ago
0 Votes
14 Answers
2K Views
0 Votes 14 Answers 2K Views
Hi all, I am testing the new PipelineDecorator feature. Is there any way to automatically detect the Git repository in the pipeline step decorated with Pipel...
4 years ago
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9 Answers
2K Views
0 Votes 9 Answers 2K Views
Hi, I just updated clearml to version v1.1.3. Right after launching a training pipeline, the system crashed due to the following error: Traceback (most recen...
4 years ago
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9 Answers
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0 Votes 9 Answers 2K Views
It is a good practice to call a function decorated by PipelineDecorator in a for loop? I tried it in a real-world example and I didn't get the results I expe...
4 years ago
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12 Answers
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0 Votes 12 Answers 2K Views
4 years ago
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11 Answers
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0 Votes 11 Answers 2K Views
Hi! I was wondering why ClearML recognize Scikit-learn scalers as Input Models... Am I missing something here? For me it would make sense to include the scal...
4 years ago
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5 Answers
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0 Votes 5 Answers 2K Views
Hi! From a task created using PipelineDecorator.pipeline , is there any way to get a task ID from the name of the step listed in the table below? My plan is ...
4 years ago
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3 Answers
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I have another question regarding creating a Task with PipelineDecorator.component . Where can I specify the reuse_last_task_id parameter? I need to set it t...
4 years ago
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4 Answers
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I'm trying to implement a cleanup service by following this example https://github.com/allegroai/clearml/blob/master/examples/services/cleanup/cleanup_servic...
4 years ago
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13 Answers
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0 Votes 13 Answers 2K Views
4 years ago
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2 Answers
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Hello, I was wondering if clearML offers the option to spin up again the clearml-agent automatically every time the machine where it was being executed as a ...
4 years ago
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1 Answers
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0 Votes 1 Answers 2K Views
Hi everybody, Where can I find the documentation about the new TaskScheduler feature?
4 years ago
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13 Answers
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0 Votes 13 Answers 2K Views
4 years ago
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30 Answers
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0 Votes 30 Answers 2K Views
Is there any reason why doing the following is not possible? Am I doing it right? I want to run a pipeline with different parameters but I get the following ...
4 years ago
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0 Hi, Is There A Simple Way To Make

For sure! Excluding some parts related to preprocessing, this is the code I would like to parallelize with dask.distributed.Client .

` from typing import Any, Dict, List, Tuple, Union
from pathlib import Path

import xarray as xr
from clearml import Task
from dask.distributed import Client, LocalCluster

def start_dask_client(
n_workers: int = None, threads_per_worker: int = None, memory_limit: str = "2Gb"
) -> Client:
cluster = LocalCluster(
n_workers=n_workers,
...

4 years ago
0 Hi All! Let'S Say I Have Two Functions Decorated With

Mmmm you are right. Even if I had 1000 components spread in different project modules, only those components that are imported in the script where the pipeline is defined would be included in the DAG plot, is that right?

4 years ago
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