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[alfred] | ||
# name = "" # name of a subproject, use the name of the directory if not set | ||
# description = "" # inline documentation for a sub project | ||
# subprojects = [] | ||
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# [alfred.project] | ||
# command = [ "alfred/*.py" ] | ||
# python_path_project_root = true | ||
# python_path_extends = [] | ||
# venv = "src/.." | ||
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# more info about project manifest | ||
# into https://alfred-cli.readthedocs.io/en/latest/project.html#setting-up-a-project-with-alfred-toml |
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name: ci-macos | ||
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on: [ push, pull_request ] | ||
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jobs: | ||
build: | ||
runs-on: macos-latest | ||
strategy: | ||
matrix: | ||
python-version: [ "3.9", "3.10", "3.11", "3.12" ] | ||
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steps: | ||
- uses: actions/checkout@v3 | ||
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- name: Use Node.js | ||
uses: actions/setup-node@v3 | ||
with: | ||
node-version: "18.x" | ||
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- name: Set up Python ${{ matrix.python-version }} | ||
uses: actions/setup-python@v4 | ||
with: | ||
python-version: ${{ matrix.python-version }} | ||
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- name: update package manager & install python3 environment | ||
run: | | ||
sudo pip install poetry | ||
poetry install --with build | ||
- name: install npm environment | ||
run: | | ||
cd ui | ||
npm install | ||
- name: run continuous integration pipeline | ||
run: | | ||
poetry run alfred ci |
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name: ci-windows | ||
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on: [ push, pull_request ] | ||
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jobs: | ||
build: | ||
runs-on: windows-latest | ||
strategy: | ||
matrix: | ||
python-version: [ "3.9", "3.10", "3.11", "3.12" ] | ||
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steps: | ||
- uses: actions/checkout@v3 | ||
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- name: Use Node.js | ||
uses: actions/setup-node@v3 | ||
with: | ||
node-version: "18.x" | ||
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- name: Set up Python ${{ matrix.python-version }} | ||
uses: actions/setup-python@v4 | ||
with: | ||
python-version: ${{ matrix.python-version }} | ||
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- name: update package manager & install python3 environment | ||
run: | | ||
pip install poetry | ||
poetry install --with build | ||
- name: install npm environment | ||
run: | | ||
cd ui | ||
npm install | ||
- name: run continuous integration pipeline | ||
run: | | ||
poetry run alfred ci |
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name: ci | ||
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on: [ push, pull_request ] | ||
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jobs: | ||
build: | ||
runs-on: ubuntu-latest | ||
strategy: | ||
matrix: | ||
python-version: [ "3.9", "3.10", "3.11", "3.12" ] | ||
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steps: | ||
- uses: actions/checkout@v3 | ||
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- name: Set up Python ${{ matrix.python-version }} | ||
uses: actions/setup-python@v4 | ||
with: | ||
python-version: ${{ matrix.python-version }} | ||
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- name: update package manager & install python3 environment | ||
run: | | ||
sudo pip install poetry | ||
poetry install --with build | ||
- name: install npm environment | ||
run: | | ||
cd ui | ||
npm install | ||
- name: run continuous integration pipeline | ||
run: | | ||
poetry run alfred ci |
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import os.path | ||
import shutil | ||
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import alfred | ||
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@alfred.command("build", help="build apps package for pypi") | ||
@alfred.option("--ignore-ci", is_flag=True, help="ignore continuous integration pipeline") | ||
def build(ignore_ci: bool = False): | ||
if not ignore_ci: | ||
alfred.invoke_command("ci") | ||
else: | ||
alfred.invoke_command("npm.build") | ||
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alfred.invoke_command("build.app_provisionning") | ||
alfred.invoke_command("build.poetry") | ||
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@alfred.command("build.app_provisionning", help="update app templates using ./apps", hidden=True) | ||
def build_app_provisionning(): | ||
if os.path.isdir('src/streamsync/app_templates'): | ||
shutil.rmtree('src/streamsync/app_templates') | ||
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shutil.copytree( 'apps/default', 'src/streamsync/app_templates/default') | ||
shutil.copytree( 'apps/hello', 'src/streamsync/app_templates/hello') | ||
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@alfred.command("build.poetry", help="build python packages with poetry", hidden=True) | ||
def build_poetry(): | ||
removed_directories = ['dist', 'build'] | ||
for directory in removed_directories: | ||
if os.path.isdir(directory): | ||
shutil.rmtree(directory) | ||
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alfred.run("poetry build") |
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import os | ||
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import alfred | ||
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@alfred.command("ci", help="continuous integration pipeline") | ||
def ci(): | ||
alfred.invoke_command("ci.mypy") | ||
alfred.invoke_command("ci.pytest") | ||
alfred.invoke_command("npm.build") | ||
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@alfred.command("ci.mypy", help="typing checking with mypy on ./src/streamsync") | ||
def ci_mypy(): | ||
alfred.run("mypy ./src/streamsync --exclude app_templates/*") | ||
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@alfred.command("ci.pytest", help="run pytest on ./tests") | ||
def ci_test(): | ||
os.chdir("tests") | ||
alfred.run("pytest") |
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import alfred | ||
import os | ||
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@alfred.command("npm.build", help="build ui code") | ||
def npm_build(): | ||
os.chdir("ui") | ||
alfred.run("npm run build") | ||
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@alfred.command("npm.build_custom_components", help="build custom components") | ||
def ui_build_custom(): | ||
os.chdir("ui") | ||
alfred.run("npm run custom.build") |
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import streamsync as ss | ||
import plotly.graph_objects as go | ||
from sklearn.linear_model import LogisticRegression | ||
from sklearn.datasets import make_blobs | ||
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COLOR = { | ||
0: '#3c64fa', | ||
1: '#00eba8', | ||
2: '#5a677c', | ||
3: '#ff8866', | ||
4: '#d4b2f7', | ||
5: '#c3e6ff', | ||
6: '#045758', | ||
7: '#001435', | ||
8: '#ec3d10', | ||
9: '#38006a' | ||
} | ||
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def _line(x0, coef, intercept, c): | ||
return (-(x0 * coef[c, 0]) - intercept[c]) / coef[c, 1] | ||
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def update(state): | ||
cluster_std = state['cluster_std'] | ||
multi_class = state['multi_class'] | ||
number_of_points = int(state['number_of_points']) | ||
number_of_groups = int(state['number_of_groups']) | ||
X, y = make_blobs( | ||
n_samples=number_of_points, | ||
n_features=2, | ||
cluster_std=cluster_std, | ||
centers=number_of_groups | ||
) | ||
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clf = LogisticRegression( | ||
solver="sag", | ||
max_iter=1000, | ||
random_state=42, | ||
multi_class=multi_class | ||
).fit(X, y) | ||
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coef = clf.coef_ | ||
intercept = clf.intercept_ | ||
score = clf.score(X, y) | ||
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state["message"] = "training score : %.3f (%s)" % (score, multi_class) | ||
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data = [] | ||
for i in range(number_of_groups): | ||
data.append( | ||
go.Scatter( | ||
x=X[y == i][:, 0], | ||
y=X[y==i][:, 1], | ||
mode='markers', | ||
name='Group '+str(i), | ||
hoverinfo='none', | ||
marker=dict( | ||
color=COLOR[i], | ||
symbol='circle', | ||
size=10 | ||
) | ||
) | ||
) | ||
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for i in range(1 if number_of_groups < 3 else number_of_groups): | ||
data.append(go.Scatter( | ||
x=[-20, 20], | ||
y=[ | ||
_line(-20, coef, intercept, i), | ||
_line(20, coef, intercept, i) | ||
], | ||
mode='lines', | ||
line=dict(color=COLOR[i], width=2), | ||
name='Logistic Regression' | ||
)) | ||
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layout = go.Layout( | ||
width=700,height=700, | ||
hovermode='closest', hoverdistance=1, | ||
xaxis=dict( | ||
title='Feature 1', | ||
range=[-20,20], | ||
fixedrange=True, | ||
constrain="domain", | ||
scaleanchor="y", | ||
scaleratio=1 | ||
), | ||
yaxis=dict( | ||
title='Feature 2', | ||
range=[-20,20], | ||
fixedrange=True, | ||
constrain="domain" | ||
), | ||
paper_bgcolor='#FFFFFF', | ||
margin=dict(l=30, r=30, t=30, b=30), | ||
) | ||
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fig = go.Figure(data=data, layout=layout) | ||
state['figure'] = fig | ||
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initial_state = ss.init_state({ | ||
"my_app": { | ||
"title": "Logistic regression visualizer" | ||
}, | ||
"message": None, | ||
"figure": None, | ||
"multi_class": "ovr", | ||
"number_of_groups": 2, | ||
"number_of_points": 50, | ||
"cluster_std": 2, | ||
}) | ||
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update(initial_state) |
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scikit-learn==1.4.0 |
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# Serving static files | ||
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You can use this folder to store files which will be served statically in the "/static" route. | ||
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This is useful to store images and other files which will be served directly to the user of your application. | ||
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For example, if you store an image named "myimage.jpg" in this folder, it'll be accessible as "static/myimage.jpg". | ||
You can use this relative route as the source in an Image component. | ||
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# Favicon | ||
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The favicon is served from this folder. Feel free to change it. Keep in mind that web browsers cache favicons differently | ||
than other resources. Hence, the favicon change might not reflect immediately. |
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