Update components/pexels.py
Browse files- components/pexels.py +33 -43
components/pexels.py
CHANGED
|
@@ -1,81 +1,71 @@
|
|
| 1 |
import requests
|
| 2 |
-
import shutil
|
|
|
|
|
|
|
| 3 |
|
| 4 |
# Searching for the videos
|
| 5 |
def search_pexels(keyword, api_key, orientation='potrait', size='medium', endpoint='videos', num_pages=50):
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
headers = {
|
| 16 |
-
'Authorization': f'{api_key}'
|
| 17 |
-
}
|
| 18 |
-
|
| 19 |
-
url = f'{base_url}{endpoint}/search?query={keyword}&per_page={num_pages}&orientation={orientation}&size={size}'
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
response = requests.get(url, headers=headers)
|
| 23 |
-
|
| 24 |
-
# Check if request was successful (status code 200)
|
| 25 |
-
if response.status_code == 200:
|
| 26 |
-
data = response.json()
|
| 27 |
-
return data
|
| 28 |
-
else:
|
| 29 |
-
print(f'Error: {response.status_code}')
|
| 30 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 31 |
|
| 32 |
# Video download function
|
| 33 |
def download_video(data, parent_path, height, width, links, i):
|
| 34 |
-
for x in data['videos']
|
| 35 |
if x['id'] in links:
|
| 36 |
continue
|
| 37 |
|
| 38 |
vid = x['video_files']
|
| 39 |
for v in vid:
|
| 40 |
-
if v['height'] == height and v['width'] == width
|
| 41 |
-
with open(f"{os.path.join(parent_path,str(i) + '_' + str(v['id']))}.mp4", '
|
| 42 |
f.write(requests.get(v['link']).content)
|
| 43 |
-
print("
|
| 44 |
return x['id']
|
| 45 |
|
| 46 |
-
|
| 47 |
# Utilizing the LLMs to find the relevant videos
|
| 48 |
def generate_videos(product, api_key, orientation, height, width, llm_chain=None, sum_llm_chain=None):
|
| 49 |
prod = product.strip().replace(" ", "_")
|
| 50 |
links = []
|
| 51 |
-
try
|
| 52 |
# Split the paragraph by sentences
|
| 53 |
-
|
| 54 |
sentences = llm_chain.run(product.strip())
|
| 55 |
-
print('
|
| 56 |
|
| 57 |
-
#
|
| 58 |
sentences = [x.strip() for x in re.split(r'\d+\.', sentences) if len(x) > 6]
|
| 59 |
|
| 60 |
-
|
| 61 |
# Create directory with the product's name
|
| 62 |
if os.path.exists(prod):
|
| 63 |
shutil.rmtree(prod)
|
| 64 |
os.mkdir(prod)
|
| 65 |
|
| 66 |
# Generate video for every sentence
|
| 67 |
-
print("
|
| 68 |
-
for i,s in enumerate(sentences):
|
| 69 |
keyword = sum_llm_chain.run(s)
|
| 70 |
-
print(i+1, ":", keyword)
|
| 71 |
data = search_pexels(keyword, api_key, orientation.lower())
|
| 72 |
-
link = download_video(data, prod, height, width, links,i)
|
| 73 |
links.append(link)
|
| 74 |
|
| 75 |
-
print("Success!
|
| 76 |
-
except Exception as e
|
| 77 |
print("Error! Failed generating videos")
|
| 78 |
print(e)
|
| 79 |
|
| 80 |
-
return prod, sentences
|
| 81 |
-
|
|
|
|
| 1 |
import requests
|
| 2 |
+
import shutil
|
| 3 |
+
import os
|
| 4 |
+
import re
|
| 5 |
|
| 6 |
# Searching for the videos
|
| 7 |
def search_pexels(keyword, api_key, orientation='potrait', size='medium', endpoint='videos', num_pages=50):
|
| 8 |
+
if orientation not in ['potrait', 'landscape', 'square']:
|
| 9 |
+
raise Exception("Error! orientation must be one of {'square', 'landscape', 'potrait'}")
|
| 10 |
+
if size not in ['medium', 'small', 'large']:
|
| 11 |
+
raise Exception("Error! size must be one of ['medium', 'small', 'large']")
|
| 12 |
+
base_url = 'https://api.pexels.com/'
|
| 13 |
+
headers = {
|
| 14 |
+
'Authorization': f'{api_key}'
|
| 15 |
+
}
|
| 16 |
+
url = f'{base_url}{endpoint}/search?query={keyword}&per_page={num_pages}&orientation={orientation}&size={size}'
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 17 |
|
| 18 |
+
response = requests.get(url, headers=headers)
|
| 19 |
+
# Check if request was successful (status code 200)
|
| 20 |
+
if response.status_code == 200:
|
| 21 |
+
data = response.json()
|
| 22 |
+
return data
|
| 23 |
+
else:
|
| 24 |
+
print(f'Error: {response.status_code}')
|
| 25 |
|
| 26 |
# Video download function
|
| 27 |
def download_video(data, parent_path, height, width, links, i):
|
| 28 |
+
for x in data['videos']:
|
| 29 |
if x['id'] in links:
|
| 30 |
continue
|
| 31 |
|
| 32 |
vid = x['video_files']
|
| 33 |
for v in vid:
|
| 34 |
+
if v['height'] == height and v['width'] == width:
|
| 35 |
+
with open(f"{os.path.join(parent_path, str(i) + '_' + str(v['id']))}.mp4", 'wb') as f:
|
| 36 |
f.write(requests.get(v['link']).content)
|
| 37 |
+
print("Successfully saved video in", os.path.join(parent_path, str(i) + '_' + str(v['id'])) + '.mp4')
|
| 38 |
return x['id']
|
| 39 |
|
|
|
|
| 40 |
# Utilizing the LLMs to find the relevant videos
|
| 41 |
def generate_videos(product, api_key, orientation, height, width, llm_chain=None, sum_llm_chain=None):
|
| 42 |
prod = product.strip().replace(" ", "_")
|
| 43 |
links = []
|
| 44 |
+
try:
|
| 45 |
# Split the paragraph by sentences
|
|
|
|
| 46 |
sentences = llm_chain.run(product.strip())
|
| 47 |
+
print('Sentences:', sentences)
|
| 48 |
|
| 49 |
+
# sentences = sentences.split(".")[:-1]
|
| 50 |
sentences = [x.strip() for x in re.split(r'\d+\.', sentences) if len(x) > 6]
|
| 51 |
|
|
|
|
| 52 |
# Create directory with the product's name
|
| 53 |
if os.path.exists(prod):
|
| 54 |
shutil.rmtree(prod)
|
| 55 |
os.mkdir(prod)
|
| 56 |
|
| 57 |
# Generate video for every sentence
|
| 58 |
+
print("Keywords:")
|
| 59 |
+
for i, s in enumerate(sentences):
|
| 60 |
keyword = sum_llm_chain.run(s)
|
| 61 |
+
print(i + 1, ":", keyword)
|
| 62 |
data = search_pexels(keyword, api_key, orientation.lower())
|
| 63 |
+
link = download_video(data, prod, height, width, links, i)
|
| 64 |
links.append(link)
|
| 65 |
|
| 66 |
+
print("Success! Videos have been generated")
|
| 67 |
+
except Exception as e:
|
| 68 |
print("Error! Failed generating videos")
|
| 69 |
print(e)
|
| 70 |
|
| 71 |
+
return prod, sentences
|
|
|