Using pandas.read_csv¶
This approaches requires you to have a running TensorBoard which is serving the data you want to read.
Check the checkbox "Show data download links". See highlighted in the top-left corner of the screenshot below for an example.
Select an experimentation whose you'd like to download. See highlighted in the bottom-right corner of the screenshot for an example.
Parse TOML Files in Python
Manipulate Videos Using MoviePy in Python
Installation¶
Process Big Data Using PySpark
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PySpark 2.4 and older does not support Python 3.8. You have to use Python 3.7 with PySpark 2.4 or older.
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It can be extremely helpful to run a PySpark application locally to detect possible issues before submitting it to the Spark cluster.
#!/usr/bin/env bash …
Build Docker Images on Kubernetes
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BuildKit is a good tool for building Docker images on a Kubernetes cluster where you have root access.
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Kaniko is another usable tool but it is not as intuitive as buildkit-cli-for-kubectl to use. As a matter of fact, tricky issues might arise when building Docker images using Kaniko.
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buildah is …
Build Docker Images Using BuildKit on Kubernetes
buildkit-cli-for-kubectl
is a plugin for kubectl
which provides a similar experience building Docker images on Kubernetes
as building Docker images locally using docker build.
buildkit-cli-for-kubectl
works perfectly in a personal/development Kubernetes cluster (e.g., minikube running locally),
however,
it doesn't work in an enterprise production environment
due to permission …