LoginSignup
3
0

More than 1 year has passed since last update.

@ssugimoto(すぎもと)in株式会社スタイルズ

streamlitをローカルで試してみる

Last updated at Posted at 2023-01-14

PythonのフルスタックWebアプリケーションのstreamlit

streamlitとは

少しだけ説明

  • データのビジュアライズを行う
  • データサイエンティスト、AIエンジニア向けの画面UI提供フレームワーク
  • 簡単にデータの可視化を行うことができる
  • javaScriptの知識やjavascriptのチャートライブラリ（グラフライブラリ）等は不要

実行方法

  • Python3.8や3.9がインストールされた環境で
pip install streamlit

streamlit hello

を実行する

ブラウザアクセス

左メニューのPlotting Demoを押すと、データ作成と描画される

image.png

左メニューの Mapping Demo

image.png

Darkモード

image.png

  1. 右上のハンバーガーアイコン Settings
  2. Themeのプルダウンで選択 image.png

別の導入方法

pipenv をつくって作業

cd project_dir
pipenv shell
pip install streamlit
streamlit hello

コマンドの実行サンプル

root ➜ /workspaces/python-example $ 
root ➜ /workspaces/python-example $ cd streamlit-practice/
root ➜ /workspaces/python-example/streamlit-practice $ pipenv shell
Creating a virtualenv for this project...
Pipfile: /workspaces/python-example/streamlit-practice/Pipfile
Using /usr/local/bin/python (3.9.16) to create virtualenv...
⠇ Creating virtual environment...created virtual environment CPython3.9.16.final.0-64 in 469ms
  creator CPython3Posix(dest=/root/.local/share/virtualenvs/streamlit-practice-sagDChcu, clear=False, no_vcs_ignore=False, global=False)
  seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/root/.local/share/virtualenv)
    added seed packages: pip==22.3.1, setuptools==65.6.3, wheel==0.38.4
  activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator

✔ Successfully created virtual environment!
Virtualenv location: /root/.local/share/virtualenvs/streamlit-practice-sagDChcu
Creating a Pipfile for this project...
Launching subshell in virtual environment...
 . /root/.local/share/virtualenvs/streamlit-practice-sagDChcu/bin/activate
root ➜ /workspaces/python-example/streamlit-practice $  . /root/.local/share/virtualenvs/streamlit-practice-sagDChcu/bin/activate
(streamlit-practice) root ➜ /workspaces/python-example/streamlit-practice $ 
(streamlit-practice) root ➜ /workspaces/python-example/streamlit-practice $ 
(streamlit-practice) root ➜ /workspaces/python-example/streamlit-practice $ 
(streamlit-practice) root ➜ /workspaces/python-example/streamlit-practice $ ls -latr
total 12
drwxr-xr-x 4 root root 4096 Jan 12 11:45 ..
-rw-r--r-- 1 root root  138 Jan 16 00:51 Pipfile
drwxr-xr-x 2 root root 4096 Jan 16 00:51 .
(streamlit-practice) root ➜ /workspaces/python-example/streamlit-practice $ 
(streamlit-practice) root ➜ /workspaces/python-example/streamlit-practice $ cat Pipfile 
[[source]]
url = "https://pypi.org/simple"
verify_ssl = true
name = "pypi"

[packages]

[dev-packages]

[requires]
python_version = "3.9"


(streamlit-practice) root ➜ /workspaces/python-example/streamlit-practice $ 
(streamlit-practice) root ➜ /workspaces/python-example/streamlit-practice $ pip install streamlit
Collecting streamlit
  Downloading streamlit-1.17.0-py2.py3-none-any.whl (9.3 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 9.3/9.3 MB 36.8 MB/s eta 0:00:00
Collecting pympler>=0.9
  Using cached Pympler-1.0.1-py3-none-any.whl (164 kB)
Collecting watchdog
  Using cached watchdog-2.2.1-py3-none-manylinux2014_x86_64.whl (78 kB)
Collecting gitpython!=3.1.19
  Using cached GitPython-3.1.30-py3-none-any.whl (184 kB)
Collecting blinker>=1.0.0
  Using cached blinker-1.5-py2.py3-none-any.whl (12 kB)
Collecting numpy
  Using cached numpy-1.24.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (17.3 MB)
Collecting protobuf<4,>=3.12
  Using cached protobuf-3.20.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl (1.0 MB)
Collecting toml
  Using cached toml-0.10.2-py2.py3-none-any.whl (16 kB)
Collecting altair>=3.2.0
  Using cached altair-4.2.0-py3-none-any.whl (812 kB)
Collecting click>=7.0
  Using cached click-8.1.3-py3-none-any.whl (96 kB)
Collecting semver
  Using cached semver-2.13.0-py2.py3-none-any.whl (12 kB)
Collecting importlib-metadata>=1.4
  Using cached importlib_metadata-6.0.0-py3-none-any.whl (21 kB)
Collecting packaging>=14.1
  Using cached packaging-23.0-py3-none-any.whl (42 kB)
Collecting pillow>=6.2.0
  Using cached Pillow-9.4.0-cp39-cp39-manylinux_2_28_x86_64.whl (3.4 MB)
Collecting pyarrow>=4.0
  Using cached pyarrow-10.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (35.9 MB)
Collecting cachetools>=4.0
  Using cached cachetools-5.2.1-py3-none-any.whl (9.3 kB)
Collecting tzlocal>=1.1
  Using cached tzlocal-4.2-py3-none-any.whl (19 kB)
Collecting pandas>=0.21.0
  Using cached pandas-1.5.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (12.2 MB)
Collecting pydeck>=0.1.dev5
  Using cached pydeck-0.8.0-py2.py3-none-any.whl (4.7 MB)
Collecting tornado>=5.0
  Using cached tornado-6.2-cp37-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (423 kB)
Collecting python-dateutil
  Using cached python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB)
Collecting typing-extensions>=3.10.0.0
  Using cached typing_extensions-4.4.0-py3-none-any.whl (26 kB)
Collecting requests>=2.4
  Downloading requests-2.28.2-py3-none-any.whl (62 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 62.8/62.8 kB 15.9 MB/s eta 0:00:00
Collecting validators>=0.2
  Using cached validators-0.20.0.tar.gz (30 kB)
  Preparing metadata (setup.py) ... done
Collecting rich>=10.11.0
  Downloading rich-13.1.0-py3-none-any.whl (238 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 238.4/238.4 kB 43.9 MB/s eta 0:00:00
Collecting toolz
  Using cached toolz-0.12.0-py3-none-any.whl (55 kB)
Collecting jinja2
  Using cached Jinja2-3.1.2-py3-none-any.whl (133 kB)
Collecting jsonschema>=3.0
  Using cached jsonschema-4.17.3-py3-none-any.whl (90 kB)
Collecting entrypoints
  Using cached entrypoints-0.4-py3-none-any.whl (5.3 kB)
Collecting gitdb<5,>=4.0.1
  Using cached gitdb-4.0.10-py3-none-any.whl (62 kB)
Collecting zipp>=0.5
  Using cached zipp-3.11.0-py3-none-any.whl (6.6 kB)
Collecting pytz>=2020.1
  Downloading pytz-2022.7.1-py2.py3-none-any.whl (499 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 499.4/499.4 kB 44.2 MB/s eta 0:00:00
Collecting six>=1.5
  Using cached six-1.16.0-py2.py3-none-any.whl (11 kB)
Collecting idna<4,>=2.5
  Using cached idna-3.4-py3-none-any.whl (61 kB)
Collecting charset-normalizer<4,>=2
  Downloading charset_normalizer-3.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (198 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 198.8/198.8 kB 39.2 MB/s eta 0:00:00
Collecting certifi>=2017.4.17
  Using cached certifi-2022.12.7-py3-none-any.whl (155 kB)
Collecting urllib3<1.27,>=1.21.1
  Using cached urllib3-1.26.14-py2.py3-none-any.whl (140 kB)
Collecting commonmark<0.10.0,>=0.9.0
  Using cached commonmark-0.9.1-py2.py3-none-any.whl (51 kB)
Collecting pygments<3.0.0,>=2.6.0
  Using cached Pygments-2.14.0-py3-none-any.whl (1.1 MB)
Collecting pytz-deprecation-shim
  Using cached pytz_deprecation_shim-0.1.0.post0-py2.py3-none-any.whl (15 kB)
Collecting decorator>=3.4.0
  Using cached decorator-5.1.1-py3-none-any.whl (9.1 kB)
Collecting smmap<6,>=3.0.1
  Using cached smmap-5.0.0-py3-none-any.whl (24 kB)
Collecting MarkupSafe>=2.0
  Using cached MarkupSafe-2.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (25 kB)
Collecting attrs>=17.4.0
  Using cached attrs-22.2.0-py3-none-any.whl (60 kB)
Collecting pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0
  Using cached pyrsistent-0.19.3-py3-none-any.whl (57 kB)
Collecting tzdata
  Using cached tzdata-2022.7-py2.py3-none-any.whl (340 kB)
Building wheels for collected packages: validators
  Building wheel for validators (setup.py) ... done
  Created wheel for validators: filename=validators-0.20.0-py3-none-any.whl size=19581 sha256=8acc282f283006701a72892d48b363a75b95ce1726dbe877f87fa371c6c60935
  Stored in directory: /root/.cache/pip/wheels/5c/6a/fd/17a2b6f8d376e336d46414eeaf656327fd973158159b059046
Successfully built validators
Installing collected packages: pytz, commonmark, charset-normalizer, zipp, watchdog, urllib3, tzdata, typing-extensions, tornado, toolz, toml, smmap, six, semver, pyrsistent, pympler, pygments, protobuf, pillow, packaging, numpy, MarkupSafe, idna, entrypoints, decorator, click, certifi, cachetools, blinker, attrs, validators, rich, requests, pytz-deprecation-shim, python-dateutil, pyarrow, jsonschema, jinja2, importlib-metadata, gitdb, tzlocal, pydeck, pandas, gitpython, altair, streamlit
Successfully installed MarkupSafe-2.1.1 altair-4.2.0 attrs-22.2.0 blinker-1.5 cachetools-5.2.1 certifi-2022.12.7 charset-normalizer-3.0.1 click-8.1.3 commonmark-0.9.1 decorator-5.1.1 entrypoints-0.4 gitdb-4.0.10 gitpython-3.1.30 idna-3.4 importlib-metadata-6.0.0 jinja2-3.1.2 jsonschema-4.17.3 numpy-1.24.1 packaging-23.0 pandas-1.5.2 pillow-9.4.0 protobuf-3.20.3 pyarrow-10.0.1 pydeck-0.8.0 pygments-2.14.0 pympler-1.0.1 pyrsistent-0.19.3 python-dateutil-2.8.2 pytz-2022.7.1 pytz-deprecation-shim-0.1.0.post0 requests-2.28.2 rich-13.1.0 semver-2.13.0 six-1.16.0 smmap-5.0.0 streamlit-1.17.0 toml-0.10.2 toolz-0.12.0 tornado-6.2 typing-extensions-4.4.0 tzdata-2022.7 tzlocal-4.2 urllib3-1.26.14 validators-0.20.0 watchdog-2.2.1 zipp-3.11.0
(streamlit-practice) root ➜ /workspaces/python-example/streamlit-practice $ 


(streamlit-practice) root ➜ /workspaces/python-example/streamlit-practice $ streamlit hello

Collecting usage statistics. To deactivate, set browser.gatherUsageStats to False.


  Welcome to Streamlit. Check out our demo in your browser.

  Network URL: http://172.17.0.3:8502
  External URL: http://113.35.111.66:8502

  Ready to create your own Python apps super quickly?
  Head over to https://docs.streamlit.io

  May you create awesome apps!

streamlitをAWS AppRunnerで動かすには？

3
0
0

Register as a new user and use Qiita more conveniently

  1. You get articles that match your needs
  2. You can efficiently read back useful information
  3. You can use dark theme
What you can do with signing up
Sign upLogin
3
0