marvin-python-toolbox - GitLite

KO | EN

gitlite — search

#javascript #hacktoberfest #react #llm #go #golang #android #docker #awesome #kubernetes #vue #pytorch #ios #open-source

marvin-python-toolbox

(★ 140)

Marvin AI has been accepted into the Apache Foundation and is now available at https://github.com/apache/incubator-marvin

파일 탐색기

최종 버전 다운로드 (.zip)

- - bug_report.md
  - custom.md
  - feature_request.md
- marvin
- - __init__.py
  - config.py
  - data.py
  - data_source_provider.py
  - exceptions.py
  - http_client.py
  - profiling.py
  - utils.py
- - __init__.py
  - engine_base_action.py
  - engine_base_data_handler.py
  - engine_base_prediction.py
  - engine_base_training.py
- - marvin_bash_completion
- - __init__.py
  - engine.py
  - hive.py
  - notebook.py
  - pkg.py
  - test.py
- __init__.py
- _compatibility.py
- _logging.py
- config.py
- decorators.py
- loader.py
- manage.py
- VERSION
- count-db-tables-rows.ipynb
- spark_data_source_test.ipynb
- - test_config.py
  - test_data.py
  - test_data_source_provider.py
  - test_http_client.py
  - test_profiling.py
  - test_utils.py
- - test_engine_base_action.py
  - test_engine_base_data_handler.py
  - test_engine_base_prediction.py
  - test_engine_base_training.py
- - config.sample
- - test_engine.py
  - test_hive.py
  - test_notebook.py
  - test_pkg.py
- conftest.py
- test_loader.py
.bumpversion.cfg
.coveragerc
.gitignore
.travis.yml
CHANGES.md
CODE_OF_CONDUCT.md
CONTRIBUTING.md
INSTALL
LICENSE
Makefile
MANIFEST.in
marvin.ini
NOTICE
PULL_REQUEST_TEMPLATE.md
pytest.ini
README.md
setup.cfg
setup.py
tox.ini

# 설치 가이드

1. 코드 내려받기

git clone https://github.com/marvin-ai/marvin-python-toolbox

깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.

cd marvin-python-toolbox

방금 내려받은 프로젝트 폴더 안으로 이동합니다.

2. Python

쉬움 추천

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Python 3 설치 시 'Add Python to PATH' 옵션을 꼭 체크하세요 (Windows).

notebook #Start the Jupyter notebook server.

이 명령어를 터미널에 그대로 입력해 실행하세요.

✅ 에러 메시지 없이 실행되고 터미널에 안내 문구가 출력되면 정상입니다.

이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.

3. Make

보통

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Make Linux/macOS는 보통 기본 설치되어 있습니다. Windows는 별도 설치(예: MSYS2, WSL)가 필요합니다.

make

생성된 빌드 설정을 바탕으로 실제 컴파일을 진행해 실행 파일을 만듭니다.

✅ 에러 없이 끝나면 성공입니다. 생성된 실행 파일을 직접 실행해보세요.

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

[![Build Status](https://travis-ci.org/marvin-ai/marvin-python-toolbox.svg)](https://travis-ci.org/marvin-ai/marvin-python-toolbox) [![codecov](https://codecov.io/gh/marvin-ai/marvin-python-toolbox/branch/master/graph/badge.svg)](https://codecov.io/gh/marvin-ai/marvin-python-toolbox)

[![Join the chat at https://gitter.im/gitterHQ/gitter](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/marvin-ai)

# Marvin Toolbox v0.0.4

![](https://images-americanas.b2w.io/img/_staging/marvin/marvin.png)

# Migration to Apache

**This project was incubated at Apache Software Foundation!** Please, use the following repo to reference, use and contribute!

[Apache Marvin AI](https://github.com/apache/incubator-marvin)

# Quick Start

## Review

**Marvin** is an open-source Artificial Intelligence platform that focuses on helping data scientists deliver meaningful solutions to complex problems. Supported by a standardized large-scale, language-agnostic architecture, Marvin simplifies the process of exploration and modeling.

## Getting Started
* [Installing Marvin (Ubuntu)](https://www.marvin-ai.org/book/overview-1/ubuntu)
* [Installing Marvin (MacOS)](https://www.marvin-ai.org/book/overview-1/mac)
* [Installing Marvin (Other OS) Vagrant](https://www.marvin-ai.org/book/overview-1/vagrant)
* [Creating a new engine](#creating-a-new-engine)
* [Working in an existing engine](#working-in-an-existing-engine)
* [Command line interface](#command-line-interface)
* [Running an example engine](#running-a-example-engine)

### Creating a new engine
1. To create a new engine
```
workon python-toolbox-env
marvin engine-generate
```
Respond to the prompt and wait for the engine environment preparation to complete. Don't forget to start dev box before if you are using vagrant.

2. Test the new engine
```
workon <new_engine_name>-env
marvin test
```

3. For more information
```
marvin --help
```

### Working in an existing engine

1. Set VirtualEnv and get to the engine's path
```
workon <engine_name>-env
```

2. Test your engine
```
marvin test
```

3. Bring up the notebook and access it from your browser
```
marvin notebook
```

### Command line interface
Usage: marvin [OPTIONS] COMMAND [ARGS]

Options:
```
  --debug       #Enable debug mode.
  --version     #Show the version and exit.
  --help        #Show this command line interface and exit.
```

Commands:
```
  engine-generate     #Generate a new marvin engine project.
  engine-generateenv  #Generate a new marvin engine environment.
  engine-grpcserver   #Marvin gRPC engine action server starts.
  engine-httpserver   #Marvin http api server starts.
  hive-dataimport     #Import data samples from a hive databse to the hive running in this toolbox.
  hive-generateconf   #Generate default configuration file.
  hive-resetremote    #Drop all remote tables from informed engine on host.
  notebook            #Start the Jupyter notebook server.
  pkg-bumpversion     #Bump the package version.
  pkg-createtag       #Create git tag using the package version.
  pkg-showchanges     #Show the package changelog.
  pkg-showinfo        #Show information about the package.
  pkg-showversion     #Show the package version.
  pkg-updatedeps      #Update requirements.txt.
  test                #Run tests.
  test-checkpep8      #Check python code style.
  test-tdd            #Watch for changes to run tests automatically.
  test-tox            #Run tests using a new virtualenv.
```

### Running a example engine

1. Clone the example engine from the repository
```
git clone https://github.com/marvin-ai/engines.git
```

2. Generate a new Marvin engine environment for the Iris species engine
```
workon python-toolbox-env
marvin engine-generateenv ../engines/iris-species-engine/
```

3. Run the Iris species engine
```
workon iris-species-engine-env
marvin engine-dryrun 
```

> Marvin is a project started at B2W Digital offices and released open source on September 2017.