search

motional / nuplan-devkit

The devkit of the nuPlan dataset.
https://www.nuplan.org
Other
673 stars 129 forks source link

Submission pipeline: Too much time for pip install #286

Closed bulbcult closed 1 year ago

bulbcult commented 1 year ago

When I am trying to run the command for submission: docker build --network host -f Dockerfile.submission . -t nuplan-evalservice-server:test.contestant, I encounter two issues:

  1. Sending build context to Docker daemon 68GB --> takes a lot of time (about 1 hour). Question: Is this common?
  2. When the Dockerfile.submission runs to RUN conda env create -f $NUPLAN_HOME/environment_submission.yml, it takes forever to exertInstalling pip dependencies. Question: How can I resolve this? The terminal just freeze atInstalling pip dependencies... for 4 and more hours.

Thank you for any helpful insights!

JingyuQian commented 1 year ago

@bulbcult A1: the command uses "." as the build context, which I assume is your nuplan-devkit folder. Try to keep only the necessary in your nuplan-devkit folder, otherwise all contents below the nuplan-devkit will be sent to Docker daemon. A2: yes, takes a lot of time. Solved it by specifying specific versions of libraries in requirements.txt.

bulbcult commented 1 year ago

@bulbcult A1: the command uses "." as the build context, which I assume is your nuplan-devkit folder. Try to keep only the necessary in your nuplan-devkit folder, otherwise all contents below the nuplan-devkit will be sent to Docker daemon. A2: yes, takes a lot of time. Solved it by specifying specific versions of libraries in requirements.txt.

Thank you mate, that helps me a lot!!