Commit
•
84a6d7b
1
Parent(s):
10d0d51
Update CSV_Processing.py
Browse files- CSV_Processing.py +24 -0
CSV_Processing.py
CHANGED
@@ -1,6 +1,7 @@
|
|
1 |
#### Firstly, I read specimen data from a CSV file, merges and reformats certain columns, and then converts this data into a pandas DataFrame.
|
2 |
#### Then, I process associated images by resizing them and saving them in a specified output directory.
|
3 |
#### Next, I update the DataFrame with the paths to the processed images and save this enhanced dataset as a new CSV file.
|
|
|
4 |
|
5 |
import csv
|
6 |
import os
|
@@ -96,3 +97,26 @@ df.rename(columns={'image file name': 'image'}, inplace=True)
|
|
96 |
# Save the DataFrame to a CSV file
|
97 |
final_csv_path = '/Users/leozhangzaolin/Desktop/Final_GS_with_Images5.csv'
|
98 |
df.to_csv(final_csv_path, index=False)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
#### Firstly, I read specimen data from a CSV file, merges and reformats certain columns, and then converts this data into a pandas DataFrame.
|
2 |
#### Then, I process associated images by resizing them and saving them in a specified output directory.
|
3 |
#### Next, I update the DataFrame with the paths to the processed images and save this enhanced dataset as a new CSV file.
|
4 |
+
#### Finally, I upload photos to github and replace the url to corresponding names.
|
5 |
|
6 |
import csv
|
7 |
import os
|
|
|
97 |
# Save the DataFrame to a CSV file
|
98 |
final_csv_path = '/Users/leozhangzaolin/Desktop/Final_GS_with_Images5.csv'
|
99 |
df.to_csv(final_csv_path, index=False)
|
100 |
+
|
101 |
+
# take url path to each specimens
|
102 |
+
def update_csv_with_github_links(csv_file_path, github_repo_url, branch_name):
|
103 |
+
updated_rows = []
|
104 |
+
|
105 |
+
with open(csv_file_path, mode='r') as file:
|
106 |
+
reader = csv.DictReader(file)
|
107 |
+
for row in reader:
|
108 |
+
image_name = row['image'].split('/')[-1]
|
109 |
+
row['image'] = f"{github_repo_url}/{branch_name}/{image_name}"
|
110 |
+
updated_rows.append(row)
|
111 |
+
|
112 |
+
# Write updated data back to CSV
|
113 |
+
with open(csv_file_path, mode='w', newline='') as file:
|
114 |
+
writer = csv.DictWriter(file, fieldnames=reader.fieldnames)
|
115 |
+
writer.writeheader()
|
116 |
+
writer.writerows(updated_rows)
|
117 |
+
|
118 |
+
csv_file = '/Users/leozhangzaolin/Desktop/Final_GS_with_Images5.csv'
|
119 |
+
github_repo_url = 'https://raw.githubusercontent.com/LeoZhangzaolin/photos'
|
120 |
+
branch_name = 'main'
|
121 |
+
update_csv_with_github_links(csv_file, github_repo_url, branch_name)
|
122 |
+
|