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My version of chapter 2.
This commit is contained in:
Paco Cordobes
parent
7adca012f0
commit
7d7b3d47eb
1182
02_production.ipynb
1182
02_production.ipynb
File diff suppressed because one or more lines are too long
@ -3,7 +3,7 @@ from fastai.vision.all import *
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from nbdev.showdoc import *
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from ipywidgets import widgets
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from pandas.api.types import CategoricalDtype
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from fastdownload import download_url
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import matplotlib as mpl
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import json
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94
fastbook/wikimedia_url_fetcher.py
Normal file
94
fastbook/wikimedia_url_fetcher.py
Normal file
@ -0,0 +1,94 @@
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import requests
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from typing import List, Dict, Union
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from fastai.vision.utils import download_images
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class WikimediaURLFetcher:
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def __init__(self, bot_name="WikiImageBot", version="1.0",
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contact_info="your-github-repo-or-email"):
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self.base_url = "https://commons.wikimedia.org/w/api.php"
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# Format: <client name>/<version> (<contact information>) <library name>/<version>
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self.headers = {
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'User-Agent': f'{bot_name}/{version} ({contact_info}) python-requests/{requests.__version__}'
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}
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def get_image_urls(self, query: str, limit: int = 100) -> List[Dict[str, str]]:
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"""
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Get a list of image URLs from Wikimedia Commons.
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Args:
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query (str): Search query
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limit (int): Maximum number of images to fetch (default: 100)
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Returns:
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List[Dict[str, str]]: List of dictionaries containing image metadata
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Each dict contains:
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- 'title': Image title
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- 'full_url': URL to full resolution image
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- 'thumb_url': URL to thumbnail (800px width)
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"""
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params = {
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"action": "query",
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"format": "json",
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"generator": "search",
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"gsrnamespace": "6", # File namespace
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"gsrsearch": f"filetype:bitmap {query}",
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"gsrlimit": limit,
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"prop": "imageinfo",
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"iiprop": "url|dimensions|mime",
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"iiurlwidth": 800
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}
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try:
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response = requests.get(self.base_url, params=params, headers=self.headers)
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response.raise_for_status()
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data = response.json()
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if "query" not in data or "pages" not in data["query"]:
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print("No images found")
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return []
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images = []
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for page in data["query"]["pages"].values():
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if "imageinfo" in page:
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image_info = page["imageinfo"][0]
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if image_info["mime"].startswith("image/"):
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images.append({
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"title": page.get("title", "").replace("File:", ""),
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"full_url": image_info.get("url", ""),
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"thumb_url": image_info.get("thumburl", "")
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})
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return images
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except requests.exceptions.RequestException as e:
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print(f"Error fetching images: {e}")
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return []
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def download_images_from_fetcher_results(dest: str, bear_type: str = "", limit: int = 100):
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"""
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Download bear images to specified destination using fastdownload.
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Args:
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dest (str): Destination directory
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bear_type (str): Type of bear (e.g., "polar", "grizzly")
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limit (int): Maximum number of images to download
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"""
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fetcher = WikimediaURLFetcher(
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bot_name="BearImageBot",
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version="1.0",
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contact_info="https://github.com/yourusername/bearbot; your.email@example.com"
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)
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query = f"{bear_type} bear" if bear_type else "bear"
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results = fetcher.get_image_urls(query, limit)
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download_images(dest, urls=results.thumb_url)
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# Example usage
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if __name__ == "__main__":
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# Get the image URLs
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images = get_bear_images(limit=10)
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# Print them nicely
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for i, img in enumerate(images, 1):
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print(f"\nImage {i}:")
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print(f"Title: {img['title']}")
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print(f"Thumbnail URL: {img['thumb_url']}")
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print(f"Full resolution URL: {img['full_url']}")
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@ -12,10 +12,14 @@ readme = "README.md"
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dependencies = [
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"azure-cognitiveservices-search-imagesearch>=2.0.1",
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"fastai==2.7.18",
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"fastdownload>=0.0.7",
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"graphviz>=0.20.3",
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"ipywidgets>=8.1.5",
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"jupyter-contrib-nbextensions>=0.7.0",
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"jupyterlab>=2.3.2",
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"nbdev>=2.3.31",
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"requests>=2.27.1",
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"voila>=0.5.8",
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]
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[project.urls]
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520
uv.lock
520
uv.lock
@ -15,15 +15,15 @@ wheels = [
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[[package]]
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version = "3.0.1"
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version = "3.7.1"
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dependencies = [
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{ name = "idna", marker = "python_full_version == '3.11'" },
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{ name = "sniffio", marker = "python_full_version == '3.11'" },
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@ -179,6 +179,18 @@ wheels = [
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[[package]]
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name = "bleach"
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@ -503,20 +515,28 @@ source = { virtual = "." }
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dependencies = [
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{ name = "azure-cognitiveservices-search-imagesearch", marker = "python_full_version == '3.11'" },
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{ name = "fastai", marker = "python_full_version == '3.11'" },
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{ name = "fastdownload", marker = "python_full_version == '3.11'" },
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{ name = "graphviz", marker = "python_full_version == '3.11'" },
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{ name = "ipywidgets", marker = "python_full_version == '3.11'" },
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{ name = "jupyter-contrib-nbextensions", marker = "python_full_version == '3.11'" },
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{ name = "jupyterlab", marker = "python_full_version == '3.11'" },
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{ name = "nbdev", marker = "python_full_version == '3.11'" },
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{ name = "requests", marker = "python_full_version == '3.11'" },
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{ name = "voila", marker = "python_full_version == '3.11'" },
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]
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[package.metadata]
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requires-dist = [
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{ name = "azure-cognitiveservices-search-imagesearch", specifier = ">=2.0.1" },
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{ name = "fastai", specifier = "==2.7.18" },
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{ name = "fastdownload", specifier = ">=0.0.7" },
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{ name = "graphviz", specifier = ">=0.20.3" },
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{ name = "ipywidgets", specifier = ">=8.1.5" },
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{ name = "jupyter-contrib-nbextensions", specifier = ">=0.7.0" },
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{ name = "jupyterlab", specifier = ">=2.3.2" },
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{ name = "nbdev", specifier = ">=2.3.31" },
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{ name = "requests", specifier = ">=2.27.1" },
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{ name = "voila", specifier = ">=0.5.8" },
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@ -544,6 +564,15 @@ wheels = [
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@ -734,7 +763,7 @@ wheels = [
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@ -743,38 +772,97 @@ dependencies = [
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{ url = "https://files.pythonhosted.org/packages/e0/a7/8aa79b2b224c7f49b3131552a80097dbaf8490536e029f1123664ef9d409/websockets-14.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:3fb3d9e3940ea15b30404200e768e6111c3ee2956c60ceb001cae057961ab058", size = 162624 },
|
||||
{ url = "https://files.pythonhosted.org/packages/a7/78/83619cfd1b5ce1a6b73724f8a3d2cc8450cf232a84a7c11bd4536a86cae7/websockets-14.0-py3-none-any.whl", hash = "sha256:1a3bca8cfb66614e23a65aa5d6b87190876ec6f3247094939f9db877db55319c", size = 155580 },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "wheel"
|
||||
version = "0.45.0"
|
||||
|
||||
Loading…
Reference in New Issue
Block a user