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

🚨🚨 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

Is your feature request related to a problem? Please describe.
The current Feast online store for GCP implementation requires Firestore in Datastore mode. Firestore can only be in one mode at a time per GCP account. You cannot use native mode for some applications and Datastore mode for others within the same account. Adding a feature store to an existing GCP account that uses native mode wou

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.

https://github.com/pytorch/serve/blob/6a191f822f2e759c2aad07b8f9eacbedcb039827/model-archiver/model_archiver/model_packaging_utils.py#L137

In a multi-user system, this line can raise Permission Error because of the same file name in the shared /tmp/ directory which maybe created by another user. Maybe we can give more unique name when we store it using timestamp or something.

🚀 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

When using the search feature, users might be directed to specific sections in the documentation. For example, if search for "schedule", the top result is this.

When clicking on it, the page scrolls down to the "Scheduling" section, however, it isn't clear to a user that such section is the one they should pay attention to.

Describe the issue

Currently its hard to debug errors in sandbox and demo environments if the installation fails during helm installation .
Enable verbose logging for helm commands and also kubectl commands

https://kubernetes.io/docs/reference/kubectl/cheatsheet/#kubectl-output-verbosity-and-debugging

The default option should be with this flag off.

 flytectl demo start

Contact Details [Optional]

support@zenml.io

Describe the feature you'd like

ZenML currently implements a way to detect drift using Evidently. We created a standard step that can be used to generate and access Evidently's core visualisations here: zenml/src/zenml/integrations/evidently/steps/evidently_profile.py. (Learn more about Evidently and drift d

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

resolve the following compiling warnings:

1 src/nameserver/name_server_test.cc

2 src/tablet/tablet_impl_multi_path_test.cc
<img width="783" alt="WX20220516-215402@2x" src="https://user-images.githubusercontent.com/6183996/168608786-2934f244

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)