{"html_url": "https://github.com/dogsheep/github-to-sqlite/issues/35#issuecomment-622213950", "issue_url": "https://api.github.com/repos/dogsheep/github-to-sqlite/issues/35", "id": 622213950, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjIxMzk1MA==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T02:09:04Z", "updated_at": "2020-05-01T02:09:04Z", "author_association": "MEMBER", "body": "It sped up this query a lot - 2.5s down to 300ms:\r\n```sql\r\nselect\r\n  repos.full_name,\r\n  json_object(\r\n    'href', 'https://github.com/' || repos.full_name || '/issues/' || issues.number,\r\n    'label', '#' || issues.number\r\n  ) as issue,\r\n  issues.title,\r\n  users.login,\r\n  users.id,\r\n  issues.state,\r\n  issues.locked,\r\n  issues.assignee,\r\n  issues.milestone,\r\n  issues.comments,\r\n  issues.created_at,\r\n  issues.updated_at,\r\n  issues.closed_at,\r\n  issues.author_association,\r\n  issues.pull_request,\r\n  issues.repo,\r\n  issues.type\r\nfrom\r\n  issues\r\n  join repos on repos.id = issues.repo\r\n  join users on issues.user = users.id\r\nwhere\r\n  issues.state = 'open'\r\n  and issues.user not in (9599, 27856297)\r\n  and not exists (\r\n    select\r\n      id\r\n    from\r\n      issue_comments\r\n    where\r\n      issue_comments.user = 9599\r\n      and issues.id = issue_comments.issue\r\n  )\r\norder by\r\n  issues.updated_at desc;\r\n```", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610511450, "label": "Create index on issue_comments(user) and other foreign keys"}, "performed_via_github_app": null}
{"html_url": "https://github.com/dogsheep/github-to-sqlite/issues/35#issuecomment-622214262", "issue_url": "https://api.github.com/repos/dogsheep/github-to-sqlite/issues/35", "id": 622214262, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjIxNDI2Mg==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T02:10:32Z", "updated_at": "2020-05-01T02:11:19Z", "author_association": "MEMBER", "body": "This sped that query up even more - down to 4ms.\r\n```sql\r\ncreate index issue_comments_issue on issue_comments(issue);\r\n```", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610511450, "label": "Create index on issue_comments(user) and other foreign keys"}, "performed_via_github_app": null}
{"html_url": "https://github.com/dogsheep/github-to-sqlite/issues/33#issuecomment-622279374", "issue_url": "https://api.github.com/repos/dogsheep/github-to-sqlite/issues/33", "id": 622279374, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjI3OTM3NA==", "user": {"value": 2029, "label": "garethr"}, "created_at": "2020-05-01T07:12:47Z", "updated_at": "2020-05-01T07:12:47Z", "author_association": "NONE", "body": "I also go it working with:\r\n\r\n```yaml\r\nrun: echo ${{ secrets.github_token }} | github-to-sqlite auth\r\n```", "reactions": "{\"total_count\": 1, \"+1\": 1, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 609950090, "label": "Fall back to authentication via ENV"}, "performed_via_github_app": null}
{"html_url": "https://github.com/simonw/datasette/issues/749#issuecomment-622450636", "issue_url": "https://api.github.com/repos/simonw/datasette/issues/749", "id": 622450636, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjQ1MDYzNg==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T16:08:46Z", "updated_at": "2020-05-01T16:08:46Z", "author_association": "OWNER", "body": "Proposed solution: on Cloud Run don't show the \"download database\" link if the database file is larger than 32MB.\r\n\r\nI can do this with a new config setting, `max_db_mb`, which is automatically set by the `publish cloudrun` command.\r\n\r\nThis is consistent with the existing `max_csv_mb` setting: https://datasette.readthedocs.io/en/stable/config.html#max-csv-mb\r\n\r\nI should set `max_csv_mb` to 32MB on Cloud Run deploys as well.", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610829227, "label": "Cloud Run fails to serve database files larger than 32MB"}, "performed_via_github_app": null}
{"html_url": "https://github.com/dogsheep/github-to-sqlite/issues/36#issuecomment-622461025", "issue_url": "https://api.github.com/repos/dogsheep/github-to-sqlite/issues/36", "id": 622461025, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjQ2MTAyNQ==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T16:34:24Z", "updated_at": "2020-05-01T16:34:24Z", "author_association": "MEMBER", "body": "Blocked on #37", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610842926, "label": "Add view for better display of dependent repos"}, "performed_via_github_app": null}
{"html_url": "https://github.com/dogsheep/github-to-sqlite/issues/10#issuecomment-622461122", "issue_url": "https://api.github.com/repos/dogsheep/github-to-sqlite/issues/10", "id": 622461122, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjQ2MTEyMg==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T16:34:39Z", "updated_at": "2020-05-01T16:34:39Z", "author_association": "MEMBER", "body": "Blocked on #37", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 516967682, "label": "Add this repos_starred view"}, "performed_via_github_app": null}
{"html_url": "https://github.com/dogsheep/github-to-sqlite/issues/12#issuecomment-622461223", "issue_url": "https://api.github.com/repos/dogsheep/github-to-sqlite/issues/12", "id": 622461223, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjQ2MTIyMw==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T16:34:52Z", "updated_at": "2020-05-01T16:34:52Z", "author_association": "MEMBER", "body": "Blocked on #37", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 520756546, "label": "Add this view for seeing new releases"}, "performed_via_github_app": null}
{"html_url": "https://github.com/dogsheep/github-to-sqlite/issues/37#issuecomment-622461537", "issue_url": "https://api.github.com/repos/dogsheep/github-to-sqlite/issues/37", "id": 622461537, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjQ2MTUzNw==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T16:35:40Z", "updated_at": "2020-05-01T16:35:40Z", "author_association": "MEMBER", "body": "This will check if the view exists and has the exact same matching definition as the one we want. If it doesn't, we will drop it (if it exists) and recreate it.", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610843136, "label": "Mechanism for creating views if they don't yet exist"}, "performed_via_github_app": null}
{"html_url": "https://github.com/dogsheep/github-to-sqlite/issues/37#issuecomment-622461948", "issue_url": "https://api.github.com/repos/dogsheep/github-to-sqlite/issues/37", "id": 622461948, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjQ2MTk0OA==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T16:36:42Z", "updated_at": "2020-05-01T16:36:42Z", "author_association": "MEMBER", "body": "It should only create views if the underlying tables exist.", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610843136, "label": "Mechanism for creating views if they don't yet exist"}, "performed_via_github_app": null}
{"html_url": "https://github.com/simonw/sqlite-utils/issues/105#issuecomment-622558889", "issue_url": "https://api.github.com/repos/simonw/sqlite-utils/issues/105", "id": 622558889, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjU1ODg4OQ==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T20:40:06Z", "updated_at": "2020-05-01T20:40:06Z", "author_association": "OWNER", "body": "Documentation: https://sqlite-utils.readthedocs.io/en/latest/cli.html#listing-views", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610853576, "label": "\"sqlite-utils views\" command"}, "performed_via_github_app": null}
{"html_url": "https://github.com/simonw/sqlite-utils/issues/103#issuecomment-622561585", "issue_url": "https://api.github.com/repos/simonw/sqlite-utils/issues/103", "id": 622561585, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjU2MTU4NQ==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T20:46:50Z", "updated_at": "2020-05-01T20:46:50Z", "author_association": "OWNER", "body": "The varying number of columns thing is interesting - I don't think the tests cover that case much if at all.", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610517472, "label": "sqlite3.OperationalError: too many SQL variables in insert_all when using rows with varying numbers of columns"}, "performed_via_github_app": null}
{"html_url": "https://github.com/simonw/sqlite-utils/issues/103#issuecomment-622561944", "issue_url": "https://api.github.com/repos/simonw/sqlite-utils/issues/103", "id": 622561944, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjU2MTk0NA==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T20:47:51Z", "updated_at": "2020-05-01T20:47:51Z", "author_association": "OWNER", "body": "Yup we only take the number of columns in the first record into account at the moment:\r\nhttps://github.com/simonw/sqlite-utils/blob/d56029549acae0b0ea94c5a0f783e3b3895d9218/sqlite_utils/db.py#L1007-L1016", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610517472, "label": "sqlite3.OperationalError: too many SQL variables in insert_all when using rows with varying numbers of columns"}, "performed_via_github_app": null}
{"html_url": "https://github.com/simonw/sqlite-utils/issues/103#issuecomment-622563059", "issue_url": "https://api.github.com/repos/simonw/sqlite-utils/issues/103", "id": 622563059, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjU2MzA1OQ==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T20:51:01Z", "updated_at": "2020-05-01T20:51:01Z", "author_association": "OWNER", "body": "I'm not sure what to do about this.\r\n\r\nI was thinking the solution would be to look at ALL of the rows in a batch before deciding on the maximum number of columns, but that doesn't work because we calculate batch size based on the number of columns!\r\n\r\nI think my recommendation here is to manually pass a `batch_size=` argument to `.insert_all()` if you run into this error.\r\n", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610517472, "label": "sqlite3.OperationalError: too many SQL variables in insert_all when using rows with varying numbers of columns"}, "performed_via_github_app": null}
{"html_url": "https://github.com/simonw/sqlite-utils/issues/103#issuecomment-622563188", "issue_url": "https://api.github.com/repos/simonw/sqlite-utils/issues/103", "id": 622563188, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjU2MzE4OA==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T20:51:24Z", "updated_at": "2020-05-01T20:51:29Z", "author_association": "OWNER", "body": "Hopefully anyone who runs into this problem in the future will search for and find this issue thread!", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610517472, "label": "sqlite3.OperationalError: too many SQL variables in insert_all when using rows with varying numbers of columns"}, "performed_via_github_app": null}
{"html_url": "https://github.com/simonw/sqlite-utils/issues/103#issuecomment-622565276", "issue_url": "https://api.github.com/repos/simonw/sqlite-utils/issues/103", "id": 622565276, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjU2NTI3Ng==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T20:57:16Z", "updated_at": "2020-05-01T20:57:16Z", "author_association": "OWNER", "body": "I'm reconsidering this: I think this is going to happen ANY time someone has at least one row that is wider than the first row. So at the very least I should show a more understandable error message.", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610517472, "label": "sqlite3.OperationalError: too many SQL variables in insert_all when using rows with varying numbers of columns"}, "performed_via_github_app": null}
{"html_url": "https://github.com/simonw/sqlite-utils/issues/103#issuecomment-622584433", "issue_url": "https://api.github.com/repos/simonw/sqlite-utils/issues/103", "id": 622584433, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjU4NDQzMw==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T21:57:52Z", "updated_at": "2020-05-01T21:57:52Z", "author_association": "OWNER", "body": "@b0b5h4rp13 I'm having trouble creating a test that triggers this bug. Could you share a chunk of code that replicates what you're seeing here?", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610517472, "label": "sqlite3.OperationalError: too many SQL variables in insert_all when using rows with varying numbers of columns"}, "performed_via_github_app": null}
{"html_url": "https://github.com/simonw/sqlite-utils/issues/103#issuecomment-622587177", "issue_url": "https://api.github.com/repos/simonw/sqlite-utils/issues/103", "id": 622587177, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjU4NzE3Nw==", "user": {"value": 9599, "label": "simonw"}, "created_at": "2020-05-01T22:07:51Z", "updated_at": "2020-05-01T22:07:51Z", "author_association": "OWNER", "body": "This is my failed attempt to recreate the bug (plus some extra debugging output):\r\n```diff\r\n % git diff\r\ndiff --git a/sqlite_utils/db.py b/sqlite_utils/db.py\r\nindex dd49d5c..ea42aea 100644\r\n--- a/sqlite_utils/db.py\r\n+++ b/sqlite_utils/db.py\r\n@@ -1013,7 +1013,11 @@ class Table(Queryable):\r\n         assert (\r\n             num_columns <= SQLITE_MAX_VARS\r\n         ), \"Rows can have a maximum of {} columns\".format(SQLITE_MAX_VARS)\r\n+        print(\"default batch_size = \", batch_size)\r\n         batch_size = max(1, min(batch_size, SQLITE_MAX_VARS // num_columns))\r\n+        print(\"new batch_size = {},num_columns = {}, MAX_VARS // num_columns = {}\".format(\r\n+            batch_size, num_columns, SQLITE_MAX_VARS // num_columns\r\n+        ))\r\n         self.last_rowid = None\r\n         self.last_pk = None\r\n         for chunk in chunks(itertools.chain([first_record], records), batch_size):\r\n@@ -1124,6 +1128,9 @@ class Table(Queryable):\r\n                 )\r\n                 flat_values = list(itertools.chain(*values))\r\n                 queries_and_params = [(sql, flat_values)]\r\n+                print(sql.count(\"?\"), len(flat_values))\r\n+\r\n+            # print(json.dumps(queries_and_params, indent=4))\r\n \r\n             with self.db.conn:\r\n                 for query, params in queries_and_params:\r\ndiff --git a/tests/test_create.py b/tests/test_create.py\r\nindex 5290cd8..52940df 100644\r\n--- a/tests/test_create.py\r\n+++ b/tests/test_create.py\r\n@@ -853,3 +853,33 @@ def test_create_with_nested_bytes(fresh_db):\r\n     record = {\"id\": 1, \"data\": {\"foo\": b\"bytes\"}}\r\n     fresh_db[\"t\"].insert(record)\r\n     assert [{\"id\": 1, \"data\": '{\"foo\": \"b\\'bytes\\'\"}'}] == list(fresh_db[\"t\"].rows)\r\n+\r\n+\r\n+def test_create_throws_useful_error_with_increasing_number_of_columns(fresh_db):\r\n+    # https://github.com/simonw/sqlite-utils/issues/103\r\n+    def rows():\r\n+        yield {\"name\": 0}\r\n+        for i in range(1, 1001):\r\n+            yield {\r\n+                \"name\": i,\r\n+                \"age\": i,\r\n+                \"size\": i,\r\n+                \"name2\": i,\r\n+                \"age2\": i,\r\n+                \"size2\": i,\r\n+                \"name3\": i,\r\n+                \"age3\": i,\r\n+                \"size3\": i,\r\n+                \"name4\": i,\r\n+                \"age4\": i,\r\n+                \"size4\": i,\r\n+                \"name5\": i,\r\n+                \"age5\": i,\r\n+                \"size5\": i,\r\n+                \"name6\": i,\r\n+                \"age6\": i,\r\n+                \"size6\": i,\r\n+            }\r\n+\r\n+    fresh_db[\"t\"].insert_all(rows())\r\n+    assert 1001 == fresh_db[\"t\"].count\r\n```", "reactions": "{\"total_count\": 0, \"+1\": 0, \"-1\": 0, \"laugh\": 0, \"hooray\": 0, \"confused\": 0, \"heart\": 0, \"rocket\": 0, \"eyes\": 0}", "issue": {"value": 610517472, "label": "sqlite3.OperationalError: too many SQL variables in insert_all when using rows with varying numbers of columns"}, "performed_via_github_app": null}
{"html_url": "https://github.com/simonw/sqlite-utils/issues/103#issuecomment-622599528", "issue_url": "https://api.github.com/repos/simonw/sqlite-utils/issues/103", "id": 622599528, "node_id": "MDEyOklzc3VlQ29tbWVudDYyMjU5OTUyOA==", "user": {"value": 32605365, "label": "b0b5h4rp13"}, "created_at": "2020-05-01T22:49:12Z", "updated_at": "2020-05-02T11:15:44Z", "author_association": "CONTRIBUTOR", "body": "With  SQLITE_MAX_VARS = 999, or even 899, This hits the problem with the batch rows causing a  overflow (works fine if SQLITE_MAX_VARS = 799).\r\n\r\np.s. I have tried a few list of dicts to sqlite modules and this was the easiest to use/understand\r\n\r\n------------- file begins ------------------\r\nimport sqlite_utils as su\r\n\r\n\r\ndata = [\r\n{'tickerId': 913324382, 'exchangeId': 11, 'type': 2, 'secType': 61, 'regionId': 6, 'regionCode': 'US', 'currencyId': 247, 'name': 'CONSTELLATION B', 'symbol': 'STZ B', 'disSymbol': 'STZ-B', 'disExchangeCode': 'NYSE', 'exchangeCode': 'NYSE', 'listStatus': 1, 'template': 'stock', 'status': 'D', 'close': '163.13', 'change': '6.46', 'changeRatio': '0.0412', 'marketValue': '31180699895.63', 'volume': '417', 'turnoverRate': '0.0000'},\r\n{'tickerId': 913323791, 'exchangeId': 11, 'type': 2, 'secType': 61, 'regionId': 6, 'regionCode': 'US', 'currencyId': 247, 'name': 'Molina Health', 'symbol': 'MOH', 'disSymbol': 'MOH', 'disExchangeCode': 'NYSE', 'exchangeCode': 'NYSE', 'listStatus': 1, 'template': 'stock', 'derivativeSupport': 1, 'status': 'D', 'close': '173.25', 'change': '9.28', 'changeRatio': '0.0566', 'pPrice': '173.25', 'pChange': '0.0000', 'pChRatio': '0.0000', 'marketValue': '10520341695.50', 'volume': '1281557', 'turnoverRate': '0.0202'},\r\n{'tickerId': 913257501, 'exchangeId': 96, 'type': 2, 'secType': 61, 'regionId': 6, 'regionCode': 'US', 'currencyId': 247, 'name': 'Seattle Genetics', 'symbol': 'SGEN', 'disSymbol': 'SGEN', 'disExchangeCode': 'NASDAQ', 'exchangeCode': 'NSQ', 'listStatus': 1, 'template': 'stock', 'derivativeSupport': 1, 'status': 'A', 'close': '145.64', 'change': '8.41', 'changeRatio': '0.0613', 'pPrice': '146.45', 'pChange': '0.8100', 'pChRatio': '0.0056', 'marketValue': '25117961347.60', 'volume': '2791411', 'turnoverRate': '0.0162'},\r\n{'tickerId': 925381971, 'exchangeId': 96, 'type': 2, 'secType': 61, 'regionId': 6, 'regionCode': 'US', 'currencyId': 247, 'name': 'Bandwidth', 'symbol': 'BAND', 'disSymbol': 'BAND', 'disExchangeCode': 'NASDAQ', 'exchangeCode': 'NSQ', 'listStatus': 1, 'template': 'stock', 'derivativeSupport': 1, 'status': 'D', 'close': '89.22', 'change': '7.66', 'changeRatio': '0.0939', 'pPrice': '89.00', 'pChange': '-0.2200', 'pChRatio': '-0.0025', 'marketValue': '2100025474.98', 'volume': '1508629', 'turnoverRate': '0.0641'},\r\n{'tickerId': 913323935, 'exchangeId': 96, 'type': 2, 'secType': 61, 'regionId': 6, 'regionCode': 'US', 'currencyId': 247, 'name': 'Magellan Health', 'symbol': 'MGLN', 'disSymbol': 'MGLN', 'disExchangeCode': 'NASDAQ', 'exchangeCode': 'NSQ', 'listStatus': 1, 'template': 'stock', 'derivativeSupport': 1, 'status': 'A', 'close': '68.00', 'change': '7.27', 'changeRatio': '0.1197', 'pPrice': '68.00', 'pChange': '0.0000', 'pChRatio': '0.0000', 'marketValue': '1697894040.00', 'volume': '448919', 'turnoverRate': '0.0180'},\r\n{'tickerId': 913254854, 'exchangeId': 11, 'type': 2, 'secType': 61, 'regionId': 6, 'regionCode': 'US', 'currencyId': 247, 'name': 'On Assignment', 'symbol': 'ASGN', 'disSymbol': 'ASGN', 'disExchangeCode': 'NYSE', 'exchangeCode': 'NYSE', 'listStatus': 1, 'template': 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