{"action":"created","comment":{"url":"https://api.github.com/repos/fedspendingtransparency/data-act-broker-backend/pulls/comments/220904374","pull_request_review_id":159418168,"id":220904374,"node_id":"MDI0OlB1bGxSZXF1ZXN0UmV2aWV3Q29tbWVudDIyMDkwNDM3NA==","diff_hunk":"@@ -74,44 +109,97 @@ def update_tas_lookups(csv_path):\n     new_data = data[data['existing_id'].isnull()]\n     del new_data['existing_id']\n \n-    # instead of using the pandas to_sql dataframe method like some of the\n-    # other domain load processes, iterate through the dataframe rows so we\n-    # can load using the orm model (note: toyed with the SQLAlchemy bulk load\n-    # options but ultimately decided not to go outside the unit of work for\n-    # the sake of a performance gain)\n-    for _, row in old_data.iterrows():\n-        sess.query(TASLookup).filter_by(account_num=row['account_num']).update(row, synchronize_session=False)\n-\n-    for _, row in new_data.iterrows():\n-        sess.add(TASLookup(**row))\n+    if update_missing:\n+        # find which incoming records can fill in the empty records\n+        relevant_old_data = old_data[old_data['account_num'].isin(update_missing)]\n+        # Fill them in. If budget_function_code is empty, the following columns have also been empty.\n+        fill_in_cols = ['account_title', 'budget_bureau_code', 'budget_bureau_name', 'budget_function_code',\n+                        'budget_function_title', 'budget_subfunction_code', 'budget_subfunction_title',\n+                        'reporting_agency_aid', 'reporting_agency_name']\n+        for _, row in relevant_old_data.iterrows():\n+            fill_in_updates = {fill_in_col: row[fill_in_col] for fill_in_col in fill_in_cols}\n+            fill_in_updates['updated_at'] = datetime.now(timezone.utc)\n+            sess.query(TASLookup).filter_by(account_num=row['account_num']).update(synchronize_session=False,\n+                                                                                   values=fill_in_updates)\n+        logger.info('%s records filled in', len(relevant_old_data.index))\n+    else:\n+        # instead of using the pandas to_sql dataframe method like some of the other domain load processes, iterate\n+        # through the dataframe rows so we can load using the orm model (note: toyed with the SQLAlchemy bulk load\n+        # options but ultimately decided not to go outside the unit of work for the sake of a performance gain)\n+        for _, row in old_data.iterrows():\n+            sess.query(TASLookup).filter_by(account_num=row['account_num']).update(row, synchronize_session=False)\n+\n+        for _, row in new_data.iterrows():\n+            sess.add(TASLookup(**row))\n+        logger.info('%s records in CSV, %s existing', len(data.index), sum(data['existing_id'].notnull()))\n \n     sess.commit()\n-    logger.info('%s records in CSV, %s existing', len(data.index), sum(data['existing_id'].notnull()))\n \n \n-def load_tas(tas_file=None):\n-    \"\"\"Load TAS file into broker database. \"\"\"\n-    # read TAS file to dataframe, to make sure all is well\n-    # with the file before firing up a db transaction\n+def load_tas(tas_file=None, backfill_historic=False):\n+    \"\"\" Load TAS file into broker database.\n+\n+        Args:\n+            tas_file: path of the car_tas csv to import\n+            backfill_historic: if set to true, this will only update certain columns if budget_function_code is null\n+    \"\"\"\n+    # read TAS file to dataframe, to make sure all is well with the file before firing up a db transaction\n+    tas_files = []\n     if not tas_file:\n         if CONFIG_BROKER[\"use_aws\"]:\n-            s3connection = boto.s3.connect_to_region(CONFIG_BROKER['aws_region'])\n-            s3bucket = s3connection.lookup(CONFIG_BROKER['sf_133_bucket'])\n-            tas_file = s3bucket.get_key(\"cars_tas.csv\").generate_url(expires_in=600)\n+            # Storing version dictionaries in the list to prevent getting all the links at once and possibly work with\n+            # expired AWS links\n+            s3connection = boto3.client('s3', region_name=CONFIG_BROKER['aws_region'])\n+            # list_object_versions returns the versions in reverse chronological order\n+            tas_files = s3connection.list_object_versions(Bucket=CONFIG_BROKER['sf_133_bucket'],","path":"dataactvalidator/scripts/loadTas.py","position":210,"original_position":210,"commit_id":"0f5bee63cc1599708e255f30258451eda88b4e50","original_commit_id":"0f5bee63cc1599708e255f30258451eda88b4e50","user":{"login":"alburde1","id":11461802,"node_id":"MDQ6VXNlcjExNDYxODAy","avatar_url":"https://avatars2.githubusercontent.com/u/11461802?v=4","gravatar_id":"","url":"https://api.github.com/users/alburde1","html_url":"https://github.com/alburde1","followers_url":"https://api.github.com/users/alburde1/followers","following_url":"https://api.github.com/users/alburde1/following{/other_user}","gists_url":"https://api.github.com/users/alburde1/gists{/gist_id}","starred_url":"https://api.github.com/users/alburde1/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/alburde1/subscriptions","organizations_url":"https://api.github.com/users/alburde1/orgs","repos_url":"https://api.github.com/users/alburde1/repos","events_url":"https://api.github.com/users/alburde1/events{/privacy}","received_events_url":"https://api.github.com/users/alburde1/received_events","type":"User","site_admin":false},"body":"Do we need to get the versions if we aren't backfilling? Could this part be inside the `if` so we can just grab the latest and not worry about versions if they aren't needed?","created_at":"2018-09-27T12:33:41Z","updated_at":"2018-09-27T12:49:29Z","html_url":"https://github.com/fedspendingtransparency/data-act-broker-backend/pull/1392#discussion_r220904374","pull_request_url":"https://api.github.com/repos/fedspendingtransparency/data-act-broker-backend/pulls/1392","author_association":"CONTRIBUTOR","_links":{"self":{"href":"https://api.github.com/repos/fedspendingtransparency/data-act-broker-backend/pulls/comments/220904374"},"html":{"href":"https://github.com/fedspendingtransparency/data-act-broker-backend/pull/1392#discussion_r220904374"},"pull_request":{"href":"https://api.github.com/repos/fedspendingtransparency/data-act-broker-backend/pulls/1392"}}},"pull_request":{"url":"https://api.github.com/repos/fedspendingtransparency/data-act-broker-backend/pulls/1392","id":217372824,"node_id":"MDExOlB1bGxSZXF1ZXN0MjE3MzcyODI0","html_url":"https://github.com/fedspendingtransparency/data-act-broker-backend/pull/1392","diff_url":"https://github.com/fedspendingtransparency/data-act-broker-backend/pull/1392.diff","patch_url":"https://github.com/fedspendingtransparency/data-act-broker-backend/pull/1392.patch","issue_url":"https://api.github.com/repos/fedspendingtransparency/data-act-broker-backend/issues/1392","number":1392,"state":"open","locked":false,"title":"DEV-1532: Populate Missing TAS data","user":{"login":"dpb-bah","id":29313570,"node_id":"MDQ6VXNlcjI5MzEzNTcw","avatar_url":"https://avatars2.githubusercontent.com/u/29313570?v=4","gravatar_id":"","url":"https://api.github.com/users/dpb-bah","html_url":"https://github.com/dpb-bah","followers_url":"https://api.github.com/users/dpb-bah/followers","following_url":"https://api.github.com/users/dpb-bah/following{/other_user}","gists_url":"https://api.github.com/users/dpb-bah/gists{/gist_id}","starred_url":"https://api.github.com/users/dpb-bah/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/dpb-bah/subscriptions","organizations_url":"https://api.github.com/users/dpb-bah/orgs","repos_url":"https://api.github.com/users/dpb-bah/repos","events_url":"https://api.github.com/users/dpb-bah/events{/privacy}","received_events_url":"https://api.github.com/users/dpb-bah/received_events","type":"User","site_admin":false},"body":"**High level description:**\r\nUpdated TAS script to populate TAS records with missing fields to eventually be used on the website. \r\n\r\n**Technical details:**\r\n- Modified TAS script to work with local `car_tas.csv`s and only populate fields with missing data.\r\n\r\n**Link to JIRA Ticket:**\r\n[DEV-1532](https://federal-spending-transparency.atlassian.net/browse/DEV-1532)\r\n\r\nThe following are ALL required for the PR to be merged:\r\n- [ ] Backend review completed\r\n- [x] Unit & integration tests updated with relevant test cases\r\n- [x] Data validation completed: Tested locally and on broker sandbox, was able to fill in all missing records\r\n- [x] Appropriate Operations ticket(s) created: [OPS-356](https://federal-spending-transparency.atlassian.net/browse/OPS-356)\r\n- [x] Frontend impact assessment completed (N/A)","created_at":"2018-09-21T18:59:34Z","updated_at":"2018-09-27T12:49:29Z","closed_at":null,"merged_at":null,"merge_commit_sha":"ae4079d6f5b34a52d88d2d941c4f2a683ca70fd4","assignee":{"login":"alburde1","id":11461802,"node_id":"MDQ6VXNlcjExNDYxODAy","avatar_url":"https://avatars2.githubusercontent.com/u/11461802?v=4","gravatar_id":"","url":"https://api.github.com/users/alburde1","html_url":"https://github.com/alburde1","followers_url":"https://api.github.com/users/alburde1/followers","following_url":"https://api.github.com/users/alburde1/following{/other_user}","gists_url":"https://api.github.com/users/alburde1/gists{/gist_id}","starred_url":"https://api.github.com/users/alburde1/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/alburde1/subscriptions","organizations_url":"https://api.github.com/users/alburde1/orgs","repos_url":"https://api.github.com/users/alburde1/repos","events_url":"https://api.github.com/users/alburde1/events{/privacy}","received_events_url":"https://api.github.com/users/alburde1/received_events","type":"User","site_admin":false},"assignees":[{"login":"alburde1","id":11461802,"node_id":"MDQ6VXNlcjExNDYxODAy","avatar_url":"https://avatars2.githubusercontent.com/u/11461802?v=4","gravatar_id":"","url":"https://api.github.com/users/alburde1","html_url":"https://github.com/alburde1","followers_url":"https://api.github.com/users/alburde1/followers","following_url":"https://api.github.com/users/alburde1/following{/other_user}","gists_url":"https://api.github.com/users/alburde1/gists{/gist_id}","starred_url":"https://api.github.com/users/alburde1/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/alburde1/subscriptions","organizations_url":"https://api.github.com/users/alburde1/orgs","repos_url":"https://api.github.com/users/alburde1/repos","events_url":"https://api.github.com/users/alburde1/events{/privacy}","received_events_url":"https://api.github.com/users/alburde1/received_events","type":"User","site_admin":false}],"requested_reviewers":[],"requested_teams":[],"labels":[],"milestone":null,"commits_url":"https://api.github.com/repos/fedspendingtransparency/data-act-broker-backend/pulls/1392/commits","review_comments_url":"https://api.github.com/repos/fedspendingtransparency/data-act-broker-backend/pulls/1392/comments","review_comment_url":"https://api.github.com/repos/fedspendingtransparency/data-act-broker-backend/pulls/comments{/number}","comments_url":"https://api.github.com/repos/fedspendingtransparency/data-act-broker-backend/issues/1392/comments","statuses_url":"https://api.github.com/repos/fedspendingtransparency/data-act-broker-backend/statuses/0f5bee63cc1599708e255f30258451eda88b4e50","head":{"label":"fedspendingtransparency:fix/dev-1532-fill-in-missing-tas-data","ref":"fix/dev-1532-fill-in-missing-tas-data","sha":"0f5bee63cc1599708e255f30258451eda88b4e50","user":{"login":"fedspendingtransparency","id":8397762,"node_id":"MDEyOk9yZ2FuaXphdGlvbjgzOTc3NjI=","avatar_url":"https://avatars0.githubusercontent.com/u/8397762?v=4","gravatar_id":"","url":"https://api.github.com/users/fedspendingtransparency","html_url":"https://github.com/fedspendingtransparency","followers_url":"https://api.github.com/users/fedspendingtransparency/followers","following_url":"https://api.github.com/users/fedspendingtransparency/following{/other_user}","gists_url":"https://api.github.com/users/fedspendingtransparency/gists{/gist_id}","starred_url":"https://api.github.com/users/fedspendingtransparency/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/fedspendingtransparency/subscriptions","organizations_url":"https://api.github.com/users/fedspendingtransparency/orgs","repos_url":"https://api.github.com/users/fedspendingtransparency/repos","events_url":"https://api.github.com/users/fedspendingtransparency/events{/privacy}","received_events_url":"https://api.github.com/users/fedspendingtransparency/received_events","type":"Organization","site_admin":false},"repo":{"id":57313310,"node_id":"MDEwOlJlcG9zaXRvcnk1NzMxMzMxMA==","name":"data-act-broker-backend","full_name":"fedspendingtransparency/data-act-broker-backend","private":false,"owner":{"login":"fedspendingtransparency","id":8397762,"node_id":"MDEyOk9yZ2FuaXphdGlvbjgzOTc3NjI=","avatar_url":"https://avatars0.githubusercontent.com/u/8397762?v=4","gravatar_id":"","url":"https://api.github.com/users/fedspendingtransparency","html_url":"https://github.com/fedspendingtransparency","followers_url":"https://api.github.com/users/fedspendingtransparency/followers","following_url":"https://api.github.com/users/fedspendingtransparency/following{/other_user}","gists_url":"https://api.github.com/users/fedspendingtransparency/gists{/gist_id}","starred_url":"https://api.github.com/users/fedspendingtransparency/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/fedspendingtransparency/subscriptions","organizations_url":"https://api.github.com/users/fedspendingtransparency/orgs","r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