mlops

Describe the bug
I am trying to label Hebrew text (RTL language). When labels are attached to the text, the words of the text are mixed and not shown in their original order.

To Reproduce
Steps to reproduce the behavior:

1. Create a project with attached dataset.json dataset.txt
2. Choose NER template
3. Start

Description

We're running usability tests and would love for you to record walking through our tutorials. The idea for this ticket is that you do a screen capture walking through one of more of the following examples:

• Hello World! (15 minutes)
• [Iris Dataset](https://kedro.readthedocs.io/en/stable/02_get_started

Describe the bug
data docs columns shrink to 1 character width with long query

To Reproduce
Steps to reproduce the behavior:

1. make a batch from a long query string
2. run validation
3. render result to data docs
4. See screenshot
   <img width="1525" alt="Data_documentation_compiled_by_Great_Expectations" src="https://user-images.githubusercontent.com/928247/103230647-30eca500-4

We currently have read and write capabilities but do not support deleting. We could add a few calls like delete delete_all and some recursive way of deleting.

🚨🚨 Feature Request

• A new implementation (Improvement, Extension)

Is your feature request related to a problem?

Currently, if a user tries to access an index that is larger than the dataset length or tensor length, an internal error is thrown which is not easy to understand.

Description of the possible solution

We can catch the error and throw a more descriptive e

Expected Behavior

Feast should allow users to create feature views with .csv data sources and retrieve features from offline store without any issues.

Current Behavior

Presently, I have a .csv file sitting in S3 bucket and I am able to create a feature view using this .csv file but while fetching the features from offline store getting below error

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The documentation for creating complex inference graphs should include what components can be connected to what, and how the overall graph should behave.

For example, all inference graphs need to end with a single node, whether its a combiner combining multiple inputs, or a transformer, or a model--the graph can't split and then never rejoin, etc.

Use case

Polyaxon tracking can be used to automatically log all information generated by Ludwig.

We should probably think about adding support for Polyaxon's tracking module in Ludwig contrib.

I have uploaded the metrics_visualization pipeline in the Kubeflow Console and when I invoke a run I am able to see the visualizations yet they are not seen in the run output

![image](https://user-images.githubusercontent.com/59866888/153585857-cda2921e-48b9-4528-b568-e8866fffb993.

For new contributors only

We're looking to add linting to torchserve to improve code quality and readability

Once we have a couple of files linted we can start asking contributors to lint their files before committing and I'll add a github action to do a lint check on CI - @sudomaze already did this #1602

Since there's a lot of .py files which would be impossible to merge in a single c

🚀 Feature

There is no out-of-box support for .aim repository backups. Users have to manually create an archive from repo directory and upload to cloud storage buckets.

Motivation

A single-command backup of aim repos. Pre-defined clear naming/versioning across all repos.

Pitch

Add a CLI commands to backup and restore .aim repo in/from cloud storage. Support S3 and GCS. Backup

https://docs.ploomber.io/en/latest/api/_modules/tasks/ploomber.tasks.PythonCallable.html#ploomber.tasks.PythonCallable

• simple example with a couple of tasks and a few variations (one product, many products)
• link to other relevant sections in the docs and other examples in projects

Describe the issue

Currently In flytectl we have redundant code for sandbox & demo command, Idea is to convert sandbox re use able code into a package.

Sandbox command: https://github.com/TheYk98/flytectl/tree/81b2fe9fbe660804f65e26c8b61c5ba561f4dcc5/cmd/sandbox
Demo command: https://github.com/TheYk98/flytectl/tree/81b2fe9fbe660804f65e26c8b61c5ba561f4dcc5/cmd/demo

What if we do not

Contact Details [Optional]

support@zenml.io

Describe the feature you'd like

Currently our CLI offers a way to install the python packages that are required for a given integration. However, some of our integrations also have system requirements that are necessary to make them work (graphviz, kubectl, etc. ).
All system requirements should be listed on an integration level, just

Describe the solution you'd like
Currently, there are some RST files that contain code examples within a .. code-block. This code blocks may break when we implement new features to the package and break the API.
We need some mechanism that validates the code blocks in the RST docs are valid, and fail the PR check if something is broken.

We can use docutils or some other alternative for

1. The source of the Chinese doc is here: https://github.com/4paradigm/OpenMLDB/blob/main/docs/zh/maintain/faq.md
2. The translated English doc should be saved under the path of docs/en/maintain/faq.md
3. Add the page entry to the file docs/en/maintain/index.rst

Currrently , the CLI outputs "No such file or directory" but should be more verbose and explain which file could not be found.

No such file or directory (os error 2)