storing local details

scripts/drugtools/historical_nct_downloader.py

@@ -5,11 +5,13 @@ from multiprocess import Pool, Value
 import math
 import time
 from drugtools.env_setup import postgres_conn, ENV
+from tqdm import tqdm
 
 ############ GLOBALS
 RESET_TIME = Value('I',int(ENV["TRIAL_DOWNLOAD_RESET_TIME"]))
 DELAY_TIME = Value("I",int(ENV["TRIAL_DOWNLOAD_DELAY_TIME"]))
 TRIAL_RESERVATION_LIMIT=int(ENV["TRIAL_RESERVATION_LIMIT"])
+TRIAL_RESERVATION_BATCH_SIZE=int(ENV["TRIAL_RESERVATION_BATCH_SIZE"])
     
 ############ Functions
 def get_highest_version_number(response):
@@ -25,7 +27,10 @@ def get_highest_version_number(response):
 
     soup = BeautifulSoup(response.text, features="lxml")
     #get version table rows
-    table_rows = soup.findChildren("fieldset")[0].table.tbody.findChildren("tr")
+    try:
+        table_rows = soup.findChildren("fieldset")[0].table.tbody.findChildren("tr")
+    except IndexError as ie:
+        raise ie
 
     for row in reversed(table_rows):
         # if it is <td headers="VersionNumber">xx</td> then it contains what we need.
@@ -44,7 +49,11 @@ def make_request(nct_id,version1,version2):
     url = baseurl.format(nct_id,version1,version2)
 
     #make request
-    response = requests.get(url)
+    try:
+        time.sleep(0.02)
+        response = requests.get(url)
+    except requests.exceptions.ConnectionError as ce:
+        raise ce
 
     #return the response
     return response
@@ -85,16 +94,24 @@ def download_and_handle_errors(cursor, nct_id, version_a, version_b, delay_time,
     #check for 
     if r.status_code == 200:
         upload_response(cursor,nct_id,version_a, version_b, r)
+    elif r.status_code == 404:
+        upload_response(cursor, nct_id, version_a, version_b, r)
+        write_incomplete(cursor,nct_id)
+        return None
     elif r.status_code == 503:
         # write http code to http.responses
         upload_response(cursor, nct_id, version_a, version_b, r)
         # write incomplete to http.download_status
         write_incomplete(cursor,nct_id)
         # tell all other processes to slow down the request speed
-        delay_time.value += 1
         # Delay
-        print("Recieved 503 on {}, increasing delay count to {}".format(nct_id, delay_tiome))
+        with delay_time.get_lock():
-        time.sleep(reset_time)
+            delay_time.value += 1
+            time.sleep(reset_time.value)
+        print("Recieved 503 on {}, increasing delay count to {}".format(
+            nct_id, 
+            delay_time)
+        )
     else:
         #TODO: this should handle errors by
         # write http code to http.responses
@@ -104,8 +121,13 @@ def download_and_handle_errors(cursor, nct_id, version_a, version_b, delay_time,
         # raise exception
         #raise Exception("Download of {} (versions {},{}) returned http code {}".format(nct_id,version_a,version_b, r.status_code))
     
+        print("Recieved {} on {}, increasing delay count to {}".format(
+            r.status_code,
+            nct_id, 
+            delay_time))
         # Delay
-        time.sleep(reset_time)
+        with reset_time.get_lock():
+            time.sleep(reset_time.value)
     return r
 
 def write_incomplete(cursor, nct_id):
@@ -128,9 +150,6 @@ def download_trial_records(nct_id, delay_time, reset_time):
 
     This doesn't reserve a trial for download, but it does release the reservation.
     """
-    #for testing
-    print(nct_id)
-
 
     # A new connection is created every time the function is called so that this 
     # function can be run using a multiprocessing pool
@@ -140,8 +159,14 @@ def download_trial_records(nct_id, delay_time, reset_time):
             #upload the first two versions
             r = download_and_handle_errors(cursor, nct_id, 1, 2, delay_time, reset_time)
             #extract last version
-            v = get_highest_version_number(r)
+            if r is None:
+                return None
+
 
+            try:
+                v = get_highest_version_number(r)
+            except IndexError as ie:
+                raise RuntimeError(ie.__str__() + " | nct_id {}".format(nct_id))
 
             #download and upload the remaining versions
             if v == 2:
@@ -205,23 +230,29 @@ def reserve_trials(db_connection, limit=10):
 
     return nctids_list
 
+def chunker(seq, size):
+    return [seq[pos:pos + size] for pos in range(0, len(seq), size)]
 
 def reserve_and_download_versions(limit):
-    #db connection
-    with postgres_conn() as con:
-
-        #get list of nct_ids
-        nctids = reserve_trials(con, limit)
-        print("reserving_trials: ", nctids)
-
 
     #lambda that parameterizes the downloader, allowing it to be passed to the pool.
     def downloader(nct):
         download_trial_records(nct, DELAY_TIME, RESET_TIME)
 
-    #start analyzing them
+    #db connection
-    with Pool(processes=12) as process_pool:
+    with postgres_conn() as con:
-        process_pool.map(downloader, nctids)
+        itt = 0
+        while (nctids := reserve_trials(con,TRIAL_RESERVATION_BATCH_SIZE)) and \
+               itt < TRIAL_RESERVATION_LIMIT:
+            print(nctids)
+            with Pool(processes=12) as process_pool:
+                l = len(nctids)
+                itt += l
+                with tqdm(total=l) as prog_bar:
+                    for _ in process_pool.imap_unordered(downloader, nctids):
+                        prog_bar.update()
+                    con.commit()
+
 
 
 def run():
@@ -231,4 +262,5 @@ if __name__ == "__main__":
     """
     Main!
     """
-    run()
+    run()
+    #db connection

scripts/runall.py

@@ -11,9 +11,13 @@ print(env_setup.ENV)
 cont = input("Are you willing to continue with the current environmnet? y/[n]")
 
 if cont == "Y" or cont == "y":
-    hts.run()
+    print("SelectingTrials")
-    hnd.run()
+    #hts.run()
+    print("downloading trials")
+    #hnd.run()
+    print("extracting trials")
     hne.run()
+    exit(0)
     daen.run()
     mm2p.run()
 else: