ro-h commited on
Commit
7876f74
1 Parent(s): 65347eb

Delete api_call.py

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  1. api_call.py +0 -152
api_call.py DELETED
@@ -1,152 +0,0 @@
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- import requests
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- import json
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-
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- def get_docket_ids(search_term):
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- url = f"https://api.regulations.gov/v4/dockets"
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- params = {
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- 'filter[searchTerm]': search_term,
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- 'api_key': "your_api_key"
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- }
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- response = requests.get(url, params=params)
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- if response.status_code == 200:
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- data = response.json()
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- dockets = data['data']
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- docket_ids = [docket['id'] for docket in dockets]
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- return docket_ids
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- else:
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- return f"Error: {response.status_code}"
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-
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- class RegulationsDataFetcher:
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- API_KEY = "your_api_key"
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- BASE_COMMENT_URL = 'https://api.regulations.gov/v4/comments'
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- BASE_DOCKET_URL = 'https://api.regulations.gov/v4/dockets/'
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- HEADERS = {
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- 'X-Api-Key': API_KEY,
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- 'Content-Type': 'application/json'
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- }
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-
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- def __init__(self, docket_id):
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- self.docket_id = docket_id
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- self.docket_url = self.BASE_DOCKET_URL + docket_id
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- self.dataset = []
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-
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- def fetch_comments(self):
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- """Fetch a single page of 25 comments."""
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- url = f'{self.BASE_COMMENT_URL}?filter[docketId]={self.docket_id}&page[number]=1&page[size]=25'
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- response = requests.get(url, headers=self.HEADERS)
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-
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- if response.status_code == 200:
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- return response.json()
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- else:
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- print(f'Failed to retrieve comments: {response.status_code}')
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- return None
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-
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- def get_docket_info(self):
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- """Get docket information."""
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- response = requests.get(self.docket_url, headers=self.HEADERS)
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-
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- if response.status_code == 200:
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- docket_data = response.json()
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- return (docket_data['data']['attributes']['agencyId'],
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- docket_data['data']['attributes']['title'],
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- docket_data['data']['attributes']['modifyDate'],
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- docket_data['data']['attributes']['docketType'],
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- docket_data['data']['attributes']['keywords'])
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- else:
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- print(f'Failed to retrieve docket info: {response.status_code}')
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- return None
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-
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- def fetch_comment_details(self, comment_url):
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- """Fetch detailed information of a comment."""
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- response = requests.get(comment_url, headers=self.HEADERS)
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- if response.status_code == 200:
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- return response.json()
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- else:
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- print(f'Failed to retrieve comment details: {response.status_code}')
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- return None
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-
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- def collect_data(self):
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- """Collect data and reshape into nested dictionary format."""
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- data = self.fetch_comments()
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- docket_info = self.get_docket_info()
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-
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- # Initialize the nested dictionary structure
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- nested_data = {
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- "id": self.docket_id,
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- "title": docket_info[1] if docket_info else "Unknown Title",
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- "context": docket_info[2] if docket_info else "Unknown Context",
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- "purpose": docket_info[3],
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- "keywords": docket_info[4],
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- "comments": []
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- }
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-
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- if data and 'data' in data:
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- for comment in data['data']:
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- comment_details = self.fetch_comment_details(comment['links']['self'])
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-
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- if comment_details and 'data' in comment_details and 'attributes' in comment_details['data']:
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- comment_data = comment_details['data']['attributes']
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- nested_comment = {
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- "text": comment_data.get('comment', ''),
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- "comment_id": comment['id'],
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- "comment_url": comment['links']['self'],
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- "comment_date": comment['attributes']['postedDate'],
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- "comment_title": comment['attributes']['title'],
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- "commenter_fname": comment_data.get('firstName', ''),
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- "commenter_lname": comment_data.get('lastName', ''),
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- "comment_length": len(comment_data.get('comment', '')) if comment_data.get('comment') is not None else 0
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- }
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- nested_data["comments"].append(nested_comment)
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-
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- if len(nested_data["comments"]) >= 10:
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- break
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-
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- return nested_data
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-
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-
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- # CREATING DATASET
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-
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- opioid_related_terms = [
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- # Types of Opioids
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- "opioids",
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- "heroin",
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- "morphine",
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- "fentanyl",
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- "methadone",
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- "oxycodone",
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- "hydrocodone",
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- "codeine",
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- "tramadol",
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- "prescription opioids",
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- # Withdrawal Support
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- "lofexidine",
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- "buprenorphine",
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- "naloxone",
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- # Related Phrases
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- "opioid epidemic",
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- "opioid abuse",
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- "opioid crisis",
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- "opioid overdose"
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- "opioid tolerance",
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- "opioid treatment program",
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- "medication assisted treatment",
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- ]
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-
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- docket_ids = set()
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- all_data = []
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-
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- for term in opioid_related_terms:
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- docket_ids.update(get_docket_ids(term))
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-
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-
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- for docket_id in docket_ids:
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- fetcher = RegulationsDataFetcher(docket_id)
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- docket_data = fetcher.collect_data()
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- if len(docket_data["comments"])!=0:
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- print(f'{docket_id} has comments')
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- all_data.append(docket_data)
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-
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- json_file_path = 'docket_comments.json'
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-
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- with open(json_file_path, 'w') as f:
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- json.dump(all_data, f)