poc

Dockerfile

@@ -3,14 +3,12 @@ FROM python:3.11
 WORKDIR /code
 
 COPY ./requirements.txt /code/requirements.txt
-RUN python3 -m pip install --no-cache-dir --upgrade pip
-RUN python3 -m pip install --no-cache-dir --upgrade -r /code/requirements.txt
+RUN pip install uv
+RUN uv pip install -r /code/requirements.txt
 
 COPY . .
 
-CMD ["panel", "serve", "/code/app.py", "--address", "0.0.0.0", "--port", "7860",  "--allow-websocket-origin", "*"]
+CMD ["panel", "serve", "/code/pages/*.py", "--address", "0.0.0.0", "--port", "7860",  "--allow-websocket-origin", "*"]
 
 RUN mkdir /.cache
-RUN chmod 777 /.cache
-RUN mkdir .chroma
-RUN chmod 777 .chroma
+RUN chmod 777 /.cache

README.md

@@ -1,6 +1,6 @@
 ---
 title: Panel Geospatial
-emoji: 📈
+emoji: 🌎
 colorFrom: gray
 colorTo: green
 sdk: docker
@@ -8,4 +8,32 @@ pinned: false
 license: mit
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+**A collection of [Panel](https://panel.holoviz.org) web apps for geospatial applications inspired by [Open Geospatial Solutions](https://github.com/opengeos#web-apps).**
+
+## Install
+
+```bash
+git clone https://huggingface.co/spaces/awesome-panel/panel-geospatial
+pip install uv
+uv venv
+source .venv/bin/activate # linux
+uv pip install -r requirements.txt
+```
+
+## Develop
+
+Install
+
+```bash
+git clone https://huggingface.co/spaces/awesome-panel/panel-geospatial
+pip install uv
+uv venv
+source .venv/bin/activate # linux
+uv pip install -r requirements_dev.txt
+```
+
+Serve the pages
+
+```bash
+panel serve pages/*.py --autoreload
+```

app.py

@@ -1,147 +0,0 @@
-import io
-import random
-from typing import List, Tuple
-
-import aiohttp
-import panel as pn
-from PIL import Image
-from transformers import CLIPModel, CLIPProcessor
-
-pn.extension(design="bootstrap", sizing_mode="stretch_width")
-
-ICON_URLS = {
-    "brand-github": "https://github.com/holoviz/panel",
-    "brand-twitter": "https://twitter.com/Panel_Org",
-    "brand-linkedin": "https://www.linkedin.com/company/panel-org",
-    "message-circle": "https://discourse.holoviz.org/",
-    "brand-discord": "https://discord.gg/AXRHnJU6sP",
-}
-
-
-async def random_url(_):
-    pet = random.choice(["cat", "dog"])
-    api_url = f"https://api.the{pet}api.com/v1/images/search"
-    async with aiohttp.ClientSession() as session:
-        async with session.get(api_url) as resp:
-            return (await resp.json())[0]["url"]
-
-
-@pn.cache
-def load_processor_model(
-    processor_name: str, model_name: str
-) -> Tuple[CLIPProcessor, CLIPModel]:
-    processor = CLIPProcessor.from_pretrained(processor_name)
-    model = CLIPModel.from_pretrained(model_name)
-    return processor, model
-
-
-async def open_image_url(image_url: str) -> Image:
-    async with aiohttp.ClientSession() as session:
-        async with session.get(image_url) as resp:
-            return Image.open(io.BytesIO(await resp.read()))
-
-
-def get_similarity_scores(class_items: List[str], image: Image) -> List[float]:
-    processor, model = load_processor_model(
-        "openai/clip-vit-base-patch32", "openai/clip-vit-base-patch32"
-    )
-    inputs = processor(
-        text=class_items,
-        images=[image],
-        return_tensors="pt",  # pytorch tensors
-    )
-    outputs = model(**inputs)
-    logits_per_image = outputs.logits_per_image
-    class_likelihoods = logits_per_image.softmax(dim=1).detach().numpy()
-    return class_likelihoods[0]
-
-
-async def process_inputs(class_names: List[str], image_url: str):
-    """
-    High level function that takes in the user inputs and returns the
-    classification results as panel objects.
-    """
-    try:
-        main.disabled = True
-        if not image_url:
-            yield "##### ⚠️ Provide an image URL"
-            return
-    
-        yield "##### ⚙ Fetching image and running model..."
-        try:
-            pil_img = await open_image_url(image_url)
-            img = pn.pane.Image(pil_img, height=400, align="center")
-        except Exception as e:
-            yield f"##### 😔 Something went wrong, please try a different URL!"
-            return
-    
-        class_items = class_names.split(",")
-        class_likelihoods = get_similarity_scores(class_items, pil_img)
-    
-        # build the results column
-        results = pn.Column("##### 🎉 Here are the results!", img)
-    
-        for class_item, class_likelihood in zip(class_items, class_likelihoods):
-            row_label = pn.widgets.StaticText(
-                name=class_item.strip(), value=f"{class_likelihood:.2%}", align="center"
-            )
-            row_bar = pn.indicators.Progress(
-                value=int(class_likelihood * 100),
-                sizing_mode="stretch_width",
-                bar_color="secondary",
-                margin=(0, 10),
-                design=pn.theme.Material,
-            )
-            results.append(pn.Column(row_label, row_bar))
-        yield results
-    finally:
-        main.disabled = False
-
-
-# create widgets
-randomize_url = pn.widgets.Button(name="Randomize URL", align="end")
-
-image_url = pn.widgets.TextInput(
-    name="Image URL to classify",
-    value=pn.bind(random_url, randomize_url),
-)
-class_names = pn.widgets.TextInput(
-    name="Comma separated class names",
-    placeholder="Enter possible class names, e.g. cat, dog",
-    value="cat, dog, parrot",
-)
-
-input_widgets = pn.Column(
-    "##### 😊 Click randomize or paste a URL to start classifying!",
-    pn.Row(image_url, randomize_url),
-    class_names,
-)
-
-# add interactivity
-interactive_result = pn.panel(
-    pn.bind(process_inputs, image_url=image_url, class_names=class_names),
-    height=600,
-)
-
-# add footer
-footer_row = pn.Row(pn.Spacer(), align="center")
-for icon, url in ICON_URLS.items():
-    href_button = pn.widgets.Button(icon=icon, width=35, height=35)
-    href_button.js_on_click(code=f"window.open('{url}')")
-    footer_row.append(href_button)
-footer_row.append(pn.Spacer())
-
-# create dashboard
-main = pn.WidgetBox(
-    input_widgets,
-    interactive_result,
-    footer_row,
-)
-
-title = "Panel Demo - Image Classification"
-pn.template.BootstrapTemplate(
-    title=title,
-    main=main,
-    main_max_width="min(50%, 698px)",
-    header_background="#F08080",
-).servable(title=title)

pages/00_home.py

@@ -0,0 +1,26 @@
+import panel as pn
+import markdown
+
+text = """
+## Panel for Geospatial Applications
+
+**A collection of [Panel](https://panel.holoviz.org) web apps for geospatial applications inspired by [Open Geospatial Solutions](https://github.com/opengeos#web-apps).**
+
+Click on [Panel Geospatial](./) in the upper left corner to watch the gallery of applications.
+
+Web App: <https://awesome-panel-panel-geospatial.hf.space>
+Hugging Face: <https://huggingface.co/spaces/awesome-panel/panel-geospatial>
+"""
+
+content = pn.pane.Markdown(text, sizing_mode="stretch_width", styles={'text-align': 'center', 'font-size': '20px'})
+
+layout = pn.Column(content, align='center')
+
+pn.template.FastListTemplate(
+    site="🌎 Panel Geospatial",
+    site_url="./",
+    title="Home",
+    main=[layout],
+    main_layout=None,
+    main_max_width="700px"
+).servable()

pages/01_home.py

@@ -0,0 +1,26 @@
+import panel as pn
+import markdown
+
+text = """
+## Panel for Geospatial Applications
+
+**A collection of [Panel](https://panel.holoviz.org) web apps for geospatial applications inspired by [Open Geospatial Solutions](https://github.com/opengeos#web-apps).**
+
+Click on [Panel Geospatial](./) in the upper left corner to watch the gallery of applications.
+
+Web App: <https://awesome-panel-panel-geospatial.hf.space>
+Hugging Face: <https://huggingface.co/spaces/awesome-panel/panel-geospatial>
+"""
+
+content = pn.pane.Markdown(text, sizing_mode="stretch_width", styles={'text-align': 'center', 'font-size': '20px'})
+
+layout = pn.Column(content, align='center')
+
+pn.template.FastListTemplate(
+    site="🌎 Panel Geospatial",
+    site_url="./",
+    title="Home",
+    main=[layout],
+    main_layout=None,
+    main_max_width="700px"
+).servable()

requirements_dev.txt

@@ -0,0 +1,9 @@
+-r requirements.txt
+black
+isort
+jedi-language-server
+mypy
+pylint
+pyright
+pytest
+watchfiles