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ImportError: You must import Comet before these modules: sklearn

I tried comet with lightgbm and got the following error. What is the cause of this?

image

Here's the code I ran.

from comet_ml import Experiment

experiment = Experiment(
    api_key="**",
)

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Update README.md # comet-java-sdk ### This project is still under development. #### Using Comet Java SDK: * The latest released version available in Maven Central: [![Maven Central](https://maven-badges.herokuapp.com/maven-central/ml.comet/comet-java-client/badge.svg)](https://maven-badges.herokuapp.com/maven-central/ml.comet/comet-java-client) [![Build Status](https://travis-ci.com/comet-ml/comet-java-sdk.svg?branch=master)](https://travis-ci.com/github/comet-ml/comet-java-sdk) * Add dependency to pom.xml: ``` <dependencies> <dependency> <groupId>ml.comet</groupId> <artifactId>comet-java-client</artifactId> <version>1.1.2</version> </dependency> </dependencies> ``` * Create experiment and log: ```java OnlineExperiment experiment = OnlineExperimentImpl.builder() .withApiKey("someApiKey") .withProjectName("someProject") .withWorkspace("someWorkspace") .build(); experiment.setExperimentName("My experiment"); experiment.logParameter("batch_size", "500"); experiment.logMetric("strMetric", 123); experiment.end(); ``` * Configure you experiment object: ``` #Configuration hierarchy: #Environment Variable > Configuration File Override > Default config file (application.conf) #Setting configuration in code: OnlineExperimentImpl.builder().withApiKey("someApiKey").build(); #Override configuration file (can have partial keys) OnlineExperimentImpl.builder().withConfig(new File("/tmp/comet.conf")).build(); # Read from environment variables OR from configuration file in classpath (application.conf) OnlineExperimentImpl.builder().build(); ``` * Full list of environment variables: ``` COMET_API_KEY COMET_PROJECT_NAME COMET_WORKSPACE_NAME COMET_BASE_URL COMET_MAX_AUTH_RETRIES ``` ####You also can check [sample experiment](comet-examples/src/main/java/ml/comet/examples/OnlineExperimentExample.java) For more usage examples refer to [tests](comet-java-client/src/test/java/ml/comet/experiment)

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ImportError: You must import Comet before these modules: sklearn

I see. You were right. I've solved it. Thank you for your answer.

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Fix config override (#30) * Fix config override * update readme * fix tests * fix tests * fix tests * fix tests

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PR merged comet-ml/comet-java-sdk

Fix config override
  1. Allow users to set config values as:
    • Environment variables
    • config file (by specifying file path)
    • default typesafe config from classpath (defaults.conf)
  2. Added code override to all config options, we were missing:
    • url
    • max retry
  3. Fix slf4j log redirected to nohup when no biding (added to pom.xml)
  4. Moved validation to build() function (was on init)
  5. Created a specific CometGeneralException so users can catch specific comet related exceptions
  6. Updated tests
+204 -69

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PR opened comet-ml/comet-java-sdk

Reviewers
Fix config override

This PR will allow users to set config values as:

  • Environment variables
  • config file (by specifying file path)
  • default typesafe config from classpath (defaults.conf)

In addition moved validation to build() function (was on init) updated tests

+152 -48

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ImportError: You must import Comet before these modules: sklearn

Hello @takemi853. The traceback suggests that you may have imported modules from the sklearn library somewhere in your code before importing comet_ml. Could you confirm if that is the case?

takemi853

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issue openedcomet-ml/issue-tracking

ImportError: You must import Comet before these modules: sklearn

I tried comet with lightgbm and got the following error. What is the cause of this?

image

Here's the code I ran.

from comet_ml import Experiment

experiment = Experiment(
    api_key="**",
)

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issue closedcomet-ml/issue-tracking

Experiment objects seem not to get garbage-collected

I'm calling Experiment.end() and don't keep a reference to the Experiment, yet it seems to persist.

Since Experiment keeps models in self._storage["torch"]["model"], this can cause GPU memory leaks if a script uses multiple models in succession.

This happens with comet_ml==3.15.4

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