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
|
|