test

regulatory_comments_api.py

@@ -176,62 +176,95 @@ class RegCommentsAPI(datasets.GeneratorBasedBuilder):
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
                 gen_kwargs={
-                    "search_terms": opioid_related_terms,
                     "api_key": api_key,  # Pass the API key to the generator function
                 },
             ),
         ]
 
-
-    def _generate_examples(self, search_terms, api_key):
+    def _generate_examples(self, api_key):
         # Iterate over each search term to fetch relevant dockets
-        for term in search_terms:
-            docket_ids = get_docket_ids(term, api_key)  # Pass the API key here
+        dockets = ['FDA-2000-P-0565', 'FDA-1995-P-0018', 'FDA-2010-P-0338', 
+                'FDA-2017-N-2903', 'FDA-1976-N-0517', 'CDC-2008-0002', 
+                'DEA-2017-0006', 'DEA-2017-0004', 'DEA-2023-0028', 
+                'DEA-2007-0060', 'FDA-2005-P-0191', 'CDC-2017-0057', 
+                'FDA-2003-P-0115', 'FDA-2012-P-1028', 'FDA-1989-P-0003', 
+                'FDA-2009-P-0415', 'FDA-2007-P-0352', 'FDA-2007-P-0124', 
+                'FDA-2009-P-0459', 'FDA-2014-P-2168', 'FDA-2014-N-0233', 
+                'FDA-2002-P-0291', 'DOD-2012-HA-0117', 'FDA-2015-P-1004', 
+                'DEA-2016-0005', 'FDA-2002-P-0049', 'FDA-2008-P-0327', 
+                'FDA-2022-D-1847', 'FDA-2015-P-2344', 'FDA-2009-P-0429', 
+                'FDA-2012-P-0053', 'FDA-2009-P-0289', 'DEA-2023-0106', 
+                'FDA-1986-P-0002', 'CMS-2019-0090', 'FDA-2018-D-1334', 
+                'FDA-1975-N-0003', 'FDA-2019-N-5973', 'FDA-2004-P-0101', 
+                'FDA-2023-N-0148', 'FDA-2000-P-0580', 'FDA-2007-P-0128', 
+                'FDA-2017-N-5608', 'FDA-1994-P-0014', 'DEA-2016-0018', 
+                'FDA-2017-P-6918', 'DOD-2013-HA-0085', 'FDA-2003-P-0270', 
+                'FDA-2011-P-0869', 'FDA-2010-P-0593', 'FDA-2012-P-1251', 
+                'DEA-2014-0005', 'FDA-1994-P-0003', 'FDA-2021-P-0514', 
+                'FDA-1987-P-0026', 'FDA-2013-N-1485', 'FDA-1993-N-0363', 
+                'FDA-2017-P-0428', 'SAMHSA-2023-0001', 'FDA-2012-P-1180', 
+                'FDA-2019-P-5268', 'DEA-2017-0011', 'FDA-2016-P-3912', 
+                'DOD-2015-HA-0109', 'FDA-2022-P-1863', 'FDA-2011-N-0802', 
+                'FDA-1996-P-0154', 'FDA-2021-N-0951', 'DEA-2015-0009', 
+                'FDA-2022-N-2393', 'FDA-2019-P-1783', 'FDA-2017-N-1094', 
+                'CDC-2018-0085', 'FDA-2005-P-0327', 'FDA-2014-P-2058',
+                'DEA-2020-0031', 'FDA-2018-P-3355', 'FDA-2003-P-0183', 
+                'FDA-2002-P-0167', 'DOD-2015-OS-0118', 'FDA-2008-P-0401',
+                'FDA-2013-P-1606', 'ONDCP_FRDOC_0001', 'FDA-1998-P-0018',
+                'FDA-2008-P-0366', 'FDA-2013-D-0045', 'FDA-2013-P-1055',
+                'FDA-2017-N-4515', 'FDA-1982-N-0046', 'FDA-2018-P-0673', 
+                'FDA-2012-P-0818', 'FDA-2019-P-1643', 'FDA-2004-P-0098', 
+                'FDA-2008-P-0127', 'FDA-2004-P-0096', 'DEA-2019-0014', 
+                'FDA-2019-N-0299', 'FDA-1994-P-0021', 'FDA-2021-N-0275', 
+                'CDC-2017-0043', 'SAMHSA-2016-0001', 'VA-2020-VHA-0023', 
+                'CNCS-2021-0018', 'FDA-2005-P-0054', 'DEA-2017-0005', 
+                'FDA-2019-P-5593', 'FDA-1997-P-0036', 'FDA-2002-P-0051', 
+                'SAMHSA-2016-0004', 'FDA-2016-D-0785', 'FDA-2020-N-1561', 
+                'SAMHSA-2022-0001', 'DEA-2018-0015', 'FDA-2010-P-0082', 
+                'FDA-2023-P-2656', 'FDA-2004-P-0085', 'FDA-2007-P-0415', 
+                'DEA-2017-0013', 'DEA-2018-0004', 'FDA-2005-P-0058', 
+                'FDA-2002-N-0320', 'FDA-2014-P-0752', 'FDA-2002-P-0219', 
+                'DEA-2013-0010', 'FDA-2003-N-0396', 'FDA-2005-P-0425', 
+                'CMS-2020-0060', 'FRA-2019-0071', 'FDA-2013-N-0883',
+                'FDA-2009-P-0154', 'HHS-OS-2009-0007', 'CDC-2020-0001', 
+                'FDA-2012-P-0189', 'DEA-2023-0058', 'FDA-2017-P-1911', 
+                'DOD-2011-HA-0085', 'FDA-2017-P-6307', 'FDA-2004-P-0162', 
+                'FDA-2001-P-0056', 'FDA-2013-P-0675', 'FDA-1993-P-0018', 
+                'FDA-2017-P-5370', 'FDA-2012-N-0548', 'FDA-2012-N-0563', 
+                'FDA-2009-P-0388', 'FDA-2001-P-0416', 'FDA-2005-N-0093', 
+                'FDA-2002-P-0003', 'FDA-2016-P-1875', 'FDA-1987-P-0012', 
+                'FDA-2004-P-0216', 'FDA-2007-P-0065', 'FDA-2015-P-0516', 
+                'FDA-2023-N-3159', 'FDA-2008-P-0156', 'FDA-2021-P-0036', 
+                'FDA-1995-P-0100', 'FDA-2012-P-1034', 'DEA-2018-0002', 
+                'FDA-2015-P-1153', 'FDA-1995-P-0004', 'FDA-1985-P-0014', 
+                'FDA-2016-P-1090', 'FDA-1977-N-0411', 'FDA-2009-P-0325', 
+                'FDA-2005-P-0440', 'FDA-2019-P-1679', 'FDA-2011-P-0045', 
+                'DEA-2020-0034', 'DOD-2015-HA-0062', 'FDA-2018-P-1448', 
+                'FDA-2009-P-0446', 'FDA-2006-P-0279', 'FDA-2013-P-0995', 
+                'CMS-2022-0191', 'FDA-2009-P-0227', 'FDA-2005-P-0009', 
+                'USCBP-2013-0002', 'HHS-ASPE-2016-0011', 'FDA-2011-P-0302', 
+                'FDA-2003-P-0185', 'FDA-2012-E-0152', 'FDA-1994-P-0016', 
+                'FDA-2016-N-2648', 'CMS-2019-0111', 'FDA-2022-N-2673', 
+                'FDA-1988-P-0026', 'FDA-1999-P-3513', 'DOT-OST-2016-0189', 
+                'FDA-2017-P-0663', 'FDA-2003-P-0276', 'FDA-2006-P-0329', 
+                'FDA-2016-P-4094', 'FDA-1993-P-0041', 'FDA-2005-P-0325', 
+                'DEA-2020-0002', 'FDA-2007-E-0400', 'FDA-2002-P-0050', 
+                'VA-2017-VHA-0004', 'FDA-2000-P-0024', 'FDA-2002-P-0528', 
+                'FDA-2009-P-0252', 'FDA-2017-D-2497', 'CNCS-2021-0011', 
+                'FDA-2006-P-0148', 'DEA-2008-0012', 'FDA-2018-N-3685', 
+                'FDA-2023-P-4223', 'FDA-2014-P-1383', 'ONDCP-2020-0001', 
+                'FDA-2008-P-0134', 'FDA-2007-P-0245', 'FDA-2013-P-1711', 
+                'FDA-2016-P-1650', 'FDA-2019-P-1364', 'FDA-2015-P-1003', 
+                'FDA-2007-N-0438', 'FDA-1985-P-0002', 'FDA-2007-P-0062', 
+                'SAMHSA-2022-0002', 'FDA-2006-P-0016', 'FDA-2010-P-0012', 
+                'FDA-2006-P-0278', 'FDA-1981-N-0248', 'CMS-2021-0167', 
+                'FDA-2015-P-1752', 'FDA-2005-P-0055', 'FDA-2004-P-0473', 
+                'FDA-2001-P-0191', 'FDA-1986-P-0034']
 
-        for docket_id in docket_ids:
+        for docket_id in dockets:
             fetcher = RegulationsDataFetcher(docket_id, api_key)  # Initialize with the API key
             docket_data = fetcher.collect_data()
             if len(docket_data["comments"]) != 0:
                 yield docket_id, docket_data
-
-# Modify the get_docket_ids function to accept an API key
-def get_docket_ids(search_term, api_key):
-    url = f"https://api.regulations.gov/v4/dockets"
-    params = {
-        'filter[searchTerm]': search_term,
-        'api_key': api_key
-    }
-    response = requests.get(url, params=params)
-    if response.status_code == 200:
-        data = response.json()
-        dockets = data['data']
-        docket_ids = [docket['id'] for docket in dockets]
-        return docket_ids
-    else:
-        return f"Error: {response.status_code}"
     
-opioid_related_terms = [
-    # Types of Opioids
-    "opioids",
-    "heroin", 
-    "morphine", 
-    "fentanyl", 
-    "methadone", 
-    "oxycodone", 
-    "hydrocodone", 
-    "codeine", 
-    "tramadol", 
-    "prescription opioids", 
-    # Withdrawal Support
-    "lofexidine", 
-    "buprenorphine", 
-    "naloxone", 
-    # Related Phrases
-    "opioid epidemic", 
-    "opioid abuse", 
-    "opioid crisis", 
-    "opioid overdose"
-    "opioid tolerance", 
-    "opioid treatment program", 
-    "medication assisted treatment", 
-]
+