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{
"cells": [
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"ExReq = {'keywords_images': {'0': ['illustration', 'vector', 'symbol', 'design', 'icon', 'sign', 'isolated', 'blue', 'medicine', 'education']}, 'keywords_text': ['web', 'design', 'website', 'cusdom', 'business', 'project', 'experience', 'user', 'college', 'startup']}"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0 8.0\n",
"{'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 0}\n",
"{'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 0}\n",
"{'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 1}\n",
"{'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 1}\n",
"{'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 2}\n",
"{'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 2}\n",
"{'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 3}\n",
"{'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 3}\n",
"{'queries': [{'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 0}, {'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 0}, {'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 1}, {'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 1}, {'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 2}, {'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 2}, {'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 3}, {'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 3}]}\n"
]
}
],
"source": [
"import random\n",
"\n",
"def selectKeywords(req,page:int=0,pixPerPage:int=24,numKeywords:int=5,imagesPerSearch:int=3,subsetseed:int=42, categories:list=[\"text_only\",\"combined_images\"]):\n",
" #For now keep it simple. Two seperate searches for images and \n",
" res = []\n",
" queryCount = 0\n",
" imageKeywords = []\n",
" random.seed(subsetseed) #to avoid images being repetitive, instead querying more pages from the Pexels API\n",
" #Make each image a category\n",
" if('keywords_images' in req and \"combined_images\" in categories):\n",
" for i in range(0,len(req[\"keywords_images\"])):\n",
" imageKeywords+=req[\"keywords_images\"][str(i)]\n",
"\n",
" #Handling missing keywords\n",
" if(\"text_only\" in categories and \"keywords_text\" not in req or len(req[\"keywords_text\"])<numKeywords):\n",
" print(\"removing category text_only, due to missing text keywords\")\n",
" categories.drop(\"text_only\")\n",
" if(\"combined_images\" in categories and len(imageKeywords)<numKeywords):\n",
" print(\"removing category text_only, due to missing text keywords\")\n",
" categories.drop(\"combined_images\")\n",
" \n",
" queriesPerPage = pixPerPage/imagesPerSearch\n",
" currentCategory = int((page*queriesPerPage)%len(categories))\n",
" print(queryCount,queriesPerPage)\n",
" while queryCount<queriesPerPage:\n",
" catname = categories[currentCategory]\n",
" uniquePage = int(queryCount/len(categories)*(page+1))\n",
" if(catname==\"text_only\"):\n",
" random.seed(subsetseed)\n",
" query = {\"keywords\":random.sample(req['keywords_text'],numKeywords),\"num_images\":imagesPerSearch,\"page\":uniquePage}\n",
" res.append(query)\n",
" elif(catname==\"combined_images\"):\n",
" random.seed(subsetseed)\n",
" query = {\"keywords\":random.sample(imageKeywords,numKeywords),\"num_images\":imagesPerSearch,\"page\":uniquePage}\n",
" res.append(query)\n",
" print(query)\n",
" queryCount+=1\n",
" currentCategory+=1\n",
" currentCategory=currentCategory%len(categories)\n",
" return {\"queries\":res}\n",
"\n",
"print(selectKeywords(ExReq))\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import requests \n",
"from dotenv import load_dotenv\n",
"import os\n",
"import random"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"load_dotenv() # Load the environment variables from the .env file\n",
"\n",
" \n",
"def performSearch(api_url, api_key, query, itemsPerPage,page):\n",
" \n",
" headers = { \n",
" 'Authorization': api_key, \n",
" # Add any other headers required by the API\n",
" }\n",
" \n",
" api_url += f\"?query={query}&per_page={itemsPerPage}&page={page}\"\n",
" try: \n",
" response = requests.get(api_url, headers=headers) \n",
" response.raise_for_status() \n",
" data = response.json() \n",
" return data\n",
" except requests.exceptions.RequestException as e: \n",
" print(f\"Error occurred: {e}\") \n",
" \n",
"def performQueries(req):\n",
" api_url = os.environ.get('PEXELENDPOINT') \n",
" api_key = os.environ.get('PEXELSAPI')\n",
" results = []\n",
" for i in range(0,len(req['queries'])):\n",
" query = \" \".join(req['queries'][i]['keywords'])\n",
" per_page = req['queries'][i]['num_images']\n",
" page = req['queries'][i]['page']\n",
" res = performSearch(api_url, api_key, query, per_page, page) \n",
" results+=res['photos']\n",
" return results\n",
" #except:\n",
" # return {\"error\":\"unable to execute query for images\"}\n",
"#Example usage: \n",
"\n",
"req = {'queries': [{'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 0}, {'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 0}, {'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 1}, {'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 1}, {'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 2}, {'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 2}, {'keywords': ['design', 'web', 'business', 'startup', 'experience'], 'num_images': 3, 'page': 3}, {'keywords': ['vector', 'illustration', 'icon', 'education', 'isolated'], 'num_images': 3, 'page': 3}]}\n",
"imagequery = performQueries(req)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[{'id': 4348404, 'width': 5890, 'height': 4000, 'url': 'https://www.pexels.com/photo/photo-of-person-using-laptop-for-graphic-designs-4348404/', 'photographer': 'Antoni Shkraba', 'photographer_url': 'https://www.pexels.com/@shkrabaanthony', 'photographer_id': 2570462, 'avg_color': '#807A72', 'src': {'original': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg', 'large2x': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&dpr=2&h=650&w=940', 'large': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&h=650&w=940', 'medium': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&h=350', 'small': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&h=130', 'portrait': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&fit=crop&h=1200&w=800', 'landscape': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&fit=crop&h=627&w=1200', 'tiny': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&dpr=1&fit=crop&h=200&w=280'}, 'liked': False, 'alt': 'Photo Of Person Using Laptop For Graphic Designs '}, {'id': 6476808, 'width': 3510, 'height': 5260, 'url': 'https://www.pexels.com/photo/business-plan-schedule-written-on-the-notebook-6476808/', 'photographer': 'Mikael Blomkvist', 'photographer_url': 'https://www.pexels.com/@mikael-blomkvist', 'photographer_id': 2416688, 'avg_color': '#8D7C6D', 'src': {'original': 'https://images.pexels.com/photos/6476808/pexels-photo-6476808.jpeg', 'large2x': 'https://images.pexels.com/photos/6476808/pexels-photo-6476808.jpeg?auto=compress&cs=tinysrgb&dpr=2&h=650&w=940', 'large': 'https://images.pexels.com/photos/6476808/pexels-photo-6476808.jpeg?auto=compress&cs=tinysrgb&h=650&w=940', 'medium': 'https://images.pexels.com/photos/6476808/pexels-photo-6476808.jpeg?auto=compress&cs=tinysrgb&h=350', 'small': 'https://images.pexels.com/photos/6476808/pexels-photo-6476808.jpeg?auto=compress&cs=tinysrgb&h=130', 'portrait': 'https://images.pexels.com/photos/6476808/pexels-photo-6476808.jpeg?auto=compress&cs=tinysrgb&fit=crop&h=1200&w=800', 'landscape': 'https://images.pexels.com/photos/6476808/pexels-photo-6476808.jpeg?auto=compress&cs=tinysrgb&fit=crop&h=627&w=1200', 'tiny': 'https://images.pexels.com/photos/6476808/pexels-photo-6476808.jpeg?auto=compress&cs=tinysrgb&dpr=1&fit=crop&h=200&w=280'}, 'liked': False, 'alt': 'Business Plan Schedule Written on the Notebook'}, {'id': 1779487, 'width': 4272, 'height': 2848, 'url': 'https://www.pexels.com/photo/silver-imac-displaying-collage-photos-1779487/', 'photographer': 'Designecologist', 'photographer_url': 'https://www.pexels.com/@designecologist', 'photographer_id': 256585, 'avg_color': '#622C61', 'src': {'original': 'https://images.pexels.com/photos/1779487/pexels-photo-1779487.jpeg', 'large2x': 'https://images.pexels.com/photos/1779487/pexels-photo-1779487.jpeg?auto=compress&cs=tinysrgb&dpr=2&h=650&w=940', 'large': 'https://images.pexels.com/photos/1779487/pexels-photo-1779487.jpeg?auto=compress&cs=tinysrgb&h=650&w=940', 'medium': 'https://images.pexels.com/photos/1779487/pexels-photo-1779487.jpeg?auto=compress&cs=tinysrgb&h=350', 'small': 'https://images.pexels.com/photos/1779487/pexels-photo-1779487.jpeg?auto=compress&cs=tinysrgb&h=130', 'portrait': 'https://images.pexels.com/photos/1779487/pexels-photo-1779487.jpeg?auto=compress&cs=tinysrgb&fit=crop&h=1200&w=800', 'landscape': 'https://images.pexels.com/photos/1779487/pexels-photo-1779487.jpeg?auto=compress&cs=tinysrgb&fit=crop&h=627&w=1200', 'tiny': 'https://images.pexels.com/photos/1779487/pexels-photo-1779487.jpeg?auto=compress&cs=tinysrgb&dpr=1&fit=crop&h=200&w=280'}, 'liked': False, 'alt': 'Silver Imac Displaying Collage Photos'}, {'id': 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'https://images.pexels.com/photos/10945231/pexels-photo-10945231.jpeg', 'large2x': 'https://images.pexels.com/photos/10945231/pexels-photo-10945231.jpeg?auto=compress&cs=tinysrgb&dpr=2&h=650&w=940', 'large': 'https://images.pexels.com/photos/10945231/pexels-photo-10945231.jpeg?auto=compress&cs=tinysrgb&h=650&w=940', 'medium': 'https://images.pexels.com/photos/10945231/pexels-photo-10945231.jpeg?auto=compress&cs=tinysrgb&h=350', 'small': 'https://images.pexels.com/photos/10945231/pexels-photo-10945231.jpeg?auto=compress&cs=tinysrgb&h=130', 'portrait': 'https://images.pexels.com/photos/10945231/pexels-photo-10945231.jpeg?auto=compress&cs=tinysrgb&fit=crop&h=1200&w=800', 'landscape': 'https://images.pexels.com/photos/10945231/pexels-photo-10945231.jpeg?auto=compress&cs=tinysrgb&fit=crop&h=627&w=1200', 'tiny': 'https://images.pexels.com/photos/10945231/pexels-photo-10945231.jpeg?auto=compress&cs=tinysrgb&dpr=1&fit=crop&h=200&w=280'}, 'liked': False, 'alt': 'Free stock photo of acrylic, art, artist'}, {'id': 4348404, 'width': 5890, 'height': 4000, 'url': 'https://www.pexels.com/photo/photo-of-person-using-laptop-for-graphic-designs-4348404/', 'photographer': 'Antoni Shkraba', 'photographer_url': 'https://www.pexels.com/@shkrabaanthony', 'photographer_id': 2570462, 'avg_color': '#807A72', 'src': {'original': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg', 'large2x': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&dpr=2&h=650&w=940', 'large': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&h=650&w=940', 'medium': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&h=350', 'small': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&h=130', 'portrait': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&fit=crop&h=1200&w=800', 'landscape': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&fit=crop&h=627&w=1200', 'tiny': 'https://images.pexels.com/photos/4348404/pexels-photo-4348404.jpeg?auto=compress&cs=tinysrgb&dpr=1&fit=crop&h=200&w=280'}, 'liked': False, 'alt': 'Photo Of Person Using Laptop For Graphic Designs '}, {'id': 6476808, 'width': 3510, 'height': 5260, 'url': 'https://www.pexels.com/photo/business-plan-schedule-written-on-the-notebook-6476808/', 'photographer': 'Mikael Blomkvist', 'photographer_url': 'https://www.pexels.com/@mikael-blomkvist', 'photographer_id': 2416688, 'avg_color': '#8D7C6D', 'src': {'original': 'https://images.pexels.com/photos/6476808/pexels-photo-6476808.jpeg', 'large2x': 'https://images.pexels.com/photos/6476808/pexels-photo-6476808.jpeg?auto=compress&cs=tinysrgb&dpr=2&h=650&w=940', 'large': 'https://images.pexels.com/photos/6476808/pexels-photo-6476808.jpeg?auto=compress&cs=tinysrgb&h=650&w=940', 'medium': 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]
}
],
"source": [
"print(imagequery)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
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]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"'def cycleCounter(p,npp,cat):\n",
" g = ((p)*npp)%cat\n",
" return g\n",
"\n",
"assert(cycleCounter(0,4,5)==0)\n",
"assert(cycleCounter(1,4,5)==4)\n",
"assert(cycleCounter(2,4,5)==3)\n",
"assert(cycleCounter(1,4,6)==4)\n",
"assert(cycleCounter(1,5,6)==5)\n",
"\n",
" \n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "sneakpic",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.2"
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|