Upload api_call.py

api_call.py

@@ -0,0 +1,93 @@
+import requests
+import pandas as pd
+
+class RegulationsDataFetcher:
+    API_KEY = '4T29l93SvmnyNCVFZUFzSfUqTq6k7S0Wqn93sLcH'
+    BASE_COMMENT_URL = 'https://api.regulations.gov/v4/comments'
+    BASE_DOCKET_URL = 'https://api.regulations.gov/v4/dockets/'
+    HEADERS = {
+        'X-Api-Key': API_KEY,
+        'Content-Type': 'application/json'
+    }
+
+    def __init__(self, docket_id):
+        self.docket_id = docket_id
+        self.docket_url = self.BASE_DOCKET_URL + docket_id
+        self.dataset = []
+
+    def fetch_comments(self, page_number):
+        """Fetch a page of comments."""
+        url = f'{self.BASE_COMMENT_URL}?filter[docketId]={self.docket_id}&page[number]={page_number}&page[size]=100'
+        response = requests.get(url, headers=self.HEADERS)
+        
+        if response.status_code == 200:
+            return response.json()
+        else:
+            print(f'Failed to retrieve comments: {response.status_code}')
+            return None
+
+    def get_docket_info(self):
+        """Get docket information."""
+        response = requests.get(self.docket_url, headers=self.HEADERS)
+        
+        if response.status_code == 200:
+            docket_data = response.json()
+            return (docket_data['data']['attributes']['agencyId'],
+                    docket_data['data']['attributes']['title'],
+                    docket_data['data']['attributes']['modifyDate'])
+        else:
+            print(f'Failed to retrieve docket info: {response.status_code}')
+            return None
+
+    def fetch_comment_details(self, comment_url):
+        """Fetch detailed information of a comment."""
+        response = requests.get(comment_url, headers=self.HEADERS)
+        if response.status_code == 200:
+            return response.json()
+        else:
+            print(f'Failed to retrieve comment details: {response.status_code}')
+            return None
+
+    def collect_data(self):
+        """Collect data by iterating through all comment pages."""
+        initial_data = self.fetch_comments(1)
+        total_pages = initial_data['meta']['totalPages'] if initial_data else 0
+        docket_info = self.get_docket_info()
+
+        for page_number in range(1, total_pages + 1):
+            data = self.fetch_comments(page_number)
+            
+            if data:
+                for comment in data['data']:
+                    comment_details = self.fetch_comment_details(comment['links']['self'])
+
+                    if comment_details:
+                        comment_data = comment_details['data']['attributes']
+                        self.dataset.append({
+                            'docket_agency': docket_info[0],
+                            'docket_title': docket_info[1],
+                            'docket_date': docket_info[2],
+                            'comment_id': comment['id'],
+                            'comment_url': comment['links']['self'],
+                            'comment_date': comment['attributes']['postedDate'],
+                            'comment_title': comment['attributes']['title'],
+                            'commenter_name': comment_data.get('firstName', '') + " " + comment_data.get('lastName', ''),
+                            'comment_length': len(comment_data.get('comment', '')),
+                            'comment_text': comment_data.get('comment', '')
+                        })
+
+                    if len(self.dataset) == 10: #temporary for runtime
+                        break 
+                    
+
+# Example usage
+docket_ids = ['SAMHSA-2016-0001', 'SAMHSA-2023-0001', 'DEA-2020-0031', 'CMS-2021-0167', 'DOD-2015-HA-0109']
+all_data = []
+
+for docket_id in docket_ids:
+    fetcher = RegulationsDataFetcher(docket_id)
+    fetcher.collect_data()
+    all_data.extend(fetcher.dataset)
+
+combined_df = pd.DataFrame(all_data)
+combined_df.to_csv('temp.csv', index=False)