ottertune | The automatic DBMS configuration tool | SQL Database library

by cmu-db Python Version: Current License: Non-SPDX

X-Ray Key Features Code Snippets(3)Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | ottertune Summary

ottertune is a Python library typically used in Database, SQL Database applications. ottertune has medium support. However ottertune has 80 bugs, it has 1 vulnerabilities, it build file is not available and it has a Non-SPDX License. You can download it from GitHub.

OtterTune is a new tool developed by students and researchers in the Carnegie Mellon Database Group that can automatically find good settings for a database management system's configuration knobs. The goal is to make it easier for anyone to deploy a DBMS without any expertise in database administration. To tune new DBMS deployments, OtterTune reuses training data gathered from previous tuning sessions. Because OtterTune does not need to generate an initial dataset for training its ML models, tuning time is drastically reduced. For more information, see our paper.

Support

Quality

Security

License

Reuse

Support

ottertune has a medium active ecosystem.

It has 1183 star(s) with 295 fork(s). There are 103 watchers for this library.

It had no major release in the last 6 months.

There are 16 open issues and 110 have been closed. On average issues are closed in 59 days. There are 3 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of ottertune is current.

Quality

ottertune has 80 bugs (14 blocker, 0 critical, 47 major, 19 minor) and 812 code smells.

Security

ottertune has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

ottertune code analysis shows 1 unresolved vulnerabilities (1 blocker, 0 critical, 0 major, 0 minor).

There are 38 security hotspots that need review.

License

ottertune has a Non-SPDX License.

Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

Reuse

ottertune releases are not available. You will need to build from source code and install.

ottertune has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions are not available. Examples and code snippets are available.

ottertune saves you 9960 person hours of effort in developing the same functionality from scratch.

It has 20287 lines of code, 1104 functions and 178 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed ottertune and discovered the below as its top functions. This is intended to give you an instant insight into ottertune implemented functionality, and help decide if they suit your requirements.

Map a workload to the pipeline
Return a string representation of the task result
Load pipeline data
Return the name of the task
Run background tasks
Fits the Lasso path
Aggregates the knob and metric data
Run knob identification on a knob and metric data
Compute the gap probability distribution for each cluster
View the results of a session
Simulate a GPR problem
View a result
Generate data for n_workloads
Removes knob_labels from the sessions
Example tests
Return a dict containing the values of the version
Handle celery
Convert the knob data to a dictionary
Create or update a session
Get information about a specific site
Return a result
Recommends a configuration recommendation
Create or update session
Preprocess the results for a single result
Run the integration tests
Returns a JSON dict of data for the target objective

Get all kandi verified functions for this library.

ottertune Key Features

No Key Features are available at this moment for ottertune.

ottertune Examples and Code Snippets

Development,Setup

Python

Lines of Code : 1

License : Permissive (Apache-2.0)

Copy

pip install -r requirements.txt

Development,Tests

Python

Lines of Code : 1

License : Permissive (Apache-2.0)

Copy

python3 -m pytests .

Development,Running Locally

Python

Lines of Code : 1

License : Permissive (Apache-2.0)

Copy

python3 -m driver.main --aws-region  --db-identifier  --db-username  --db-password  --api-key  --db-key  --organization-id  --config driver/config/driver_config.yaml --override-server-url https://dev.api.ottertune.com

Community Discussions

Trending Discussions on ottertune

passing multiple .yml files to docker-compose

QUESTION

passing multiple .yml files to docker-compose

Asked 2019-Dec-18 at 12:19

Docker noob here. I have two files docker-compose.build.yml and docker-compose.up.yml in my docker folder. Following are the contents of both files..

docker-compose.build.yml

...

ANSWER

Answered 2019-Dec-18 at 12:04

What purpose does having multiple files serve instead of just one docker-compose.yml?

You can share configuration across environments. For example, I keep the common configuration such as the network and server in a docker-compose.yml. I keep my development environment specifics such as a server with automatic reload and debugging enabled in a docker-compose.override.yml. I keep the production-specific configs in a docker-compose.prod.yml. Then I can run docker-compose up --build for my development environment (Docker Compose uses docker-compose.yml and docker-compose.override.yml by default). And I can run my prod environment with docker-compose -f docker-compose.yml -f docker-compose.prod.yml up --build. You can read about this in the dedicated docs page.

How does docker-compose work when used with multiple files?

It takes the first file as the base file, and adds or replaces configs from subsequent files ot the base file. See the relevant docs.

When i do docker-compose -f docker-compose.build.yml build --no-cache ...

As for your last question, I can't really tell by what I've seen. But unlike Dockerfiles which need two commands (docker build and docker run), docker-compose only needs one. So when you do docker-compose up, it looks for a file named docker-compose.yml (and also docker-compose.override.yml if it's present).

Source https://stackoverflow.com/questions/59391408

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install ottertune

You can download it from GitHub.
You can use ottertune like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

Find more information at: