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"updated_at": "2024-04-24T15:17:19Z", - "pushed_at": "2024-04-24T20:49:24Z", + "updated_at": "2024-05-09T00:19:55Z", + "pushed_at": "2024-05-09T00:23:29Z", "git_url": "git://github.com/PSLmodels/OG-USA.git", "ssh_url": "git@github.com:PSLmodels/OG-USA.git", "clone_url": "https://github.com/PSLmodels/OG-USA.git", "svn_url": "https://github.com/PSLmodels/OG-USA", "homepage": "https://pslmodels.github.io/OG-USA/", - "size": 272380, - "stargazers_count": 18, - "watchers_count": 18, - "language": "Python", - "has_issues": true, - "has_projects": true, - "has_downloads": true, - "has_wiki": true, - "has_pages": true, - "has_discussions": true, - "forks_count": 34, - "mirror_url": null, - "archived": false, - "disabled": false, - "open_issues_count": 21, - "license": { - "key": "cc0-1.0", - "name": "Creative Commons Zero v1.0 Universal", - "spdx_id": "CC0-1.0", - "url": "https://api.github.com/licenses/cc0-1.0", - "node_id": "MDc6TGljZW5zZTY=" - }, - "allow_forking": true, - "is_template": false, - "web_commit_signoff_required": false, - "topics": [ - "cge", - "demographics", - "fiscal-policy", - "general-equilibrium", - "macroeconomics", - "og-usa", - "overlapping-generations", - "psl-incubating", - "python", - "usa" - ], - "visibility": "public", - "forks": 34, - "open_issues": 21, - "watchers": 18, - "default_branch": "master" - } - }, - "_links": { - "self": { - "href": "https://api.github.com/repos/PSLmodels/OG-USA/pulls/104" - }, - "html": { - "href": "https://github.com/PSLmodels/OG-USA/pull/104" - }, - "issue": { - "href": "https://api.github.com/repos/PSLmodels/OG-USA/issues/104" - }, - "comments": { - "href": "https://api.github.com/repos/PSLmodels/OG-USA/issues/104/comments" - }, - "review_comments": { - "href": "https://api.github.com/repos/PSLmodels/OG-USA/pulls/104/comments" - }, - "review_comment": { - "href": "https://api.github.com/repos/PSLmodels/OG-USA/pulls/comments{/number}" - }, - "commits": { - "href": "https://api.github.com/repos/PSLmodels/OG-USA/pulls/104/commits" - }, - "statuses": { - "href": "https://api.github.com/repos/PSLmodels/OG-USA/statuses/48614e3c2b9a6c469da300ac7ec47a2c401bbbb5" - } - }, - "author_association": "CONTRIBUTOR", - "auto_merge": null, - "active_lock_reason": null - }, - { - "url": "https://api.github.com/repos/PSLmodels/OG-USA/pulls/103", - "id": 1833294231, - "node_id": "PR_kwDODjb9iM5tRdmX", - "html_url": "https://github.com/PSLmodels/OG-USA/pull/103", - "diff_url": "https://github.com/PSLmodels/OG-USA/pull/103.diff", - "patch_url": "https://github.com/PSLmodels/OG-USA/pull/103.patch", - "issue_url": "https://api.github.com/repos/PSLmodels/OG-USA/issues/103", - "number": 103, - "state": "closed", - "locked": false, - "title": "Reduce the number of workers on CS from 5 to 3", - "user": { - "login": "kcreekdev", - "id": 158532564, - "node_id": "U_kgDOCXMD1A", - "avatar_url": "https://avatars.githubusercontent.com/u/158532564?v=4", - "gravatar_id": "", - "url": "https://api.github.com/users/kcreekdev", - "html_url": "https://github.com/kcreekdev", - "followers_url": "https://api.github.com/users/kcreekdev/followers", - "following_url": "https://api.github.com/users/kcreekdev/following{/other_user}", - "gists_url": "https://api.github.com/users/kcreekdev/gists{/gist_id}", - "starred_url": "https://api.github.com/users/kcreekdev/starred{/owner}{/repo}", - "subscriptions_url": "https://api.github.com/users/kcreekdev/subscriptions", - "organizations_url": "https://api.github.com/users/kcreekdev/orgs", - "repos_url": "https://api.github.com/users/kcreekdev/repos", - "events_url": "https://api.github.com/users/kcreekdev/events{/privacy}", - "received_events_url": "https://api.github.com/users/kcreekdev/received_events", - "type": "User", - "site_admin": false - }, - "body": "It looks like we are running into some memory issues. Attempting to resolve the following error:\r\n\r\n```\r\nasync task https://workers.ofralabs.net/api/v1/jobs/callback/3e976dbf-0b59-4baa-bbaf-96d3c20f75b9/ None\r\ngetting task_kwargs\r\ngot task_kwargs {'meta_param_dict': {'year': [{'value': 2024}], 'time_path': [{'value': False}], 'data_source': [{'value': 'CPS'}]}, 'adjustment': {'OG-USA Parameters': {}, 'Tax-Calculator Parameters': {}}}\r\nMeta_param_dict = {'year': [{'value': 2024}], 'time_path': [{'value': False}], 'data_source': [{'value': 'CPS'}]}\r\nadjustment dict = {'OG-USA Parameters': {}, 'Tax-Calculator Parameters': {}}\r\n/opt/conda/lib/python3.11/site-packages/distributed/client.py:3157: UserWarning: Sending large graph of size 246.75 MiB.\r\nThis may cause some slowdown.\r\nConsider scattering data ahead of time and using futures.\r\n warnings.warn(\r\n/home/OG-USA/ogusa/macro_params.py:110: FutureWarning: The default fill_method='pad' in Series.pct_change is deprecated and will be removed in a future version. Either fill in any non-leading NA values prior to calling pct_change or specify 'fill_method=None' to not fill NA values.\r\n fred_data_q[\"GDP Per Capita\"].pct_change(periods=4, freq=\"QE\").mean()\r\nRunning current law policy baseline\r\nYear: 2033\r\nRunning current law policy baseline\r\nYear: 2028\r\nyear= 2030 age= all ages\r\nyear= 2029 age= all ages\r\nRunning current law policy baseline\r\nYear: 2032\r\nRunning current law policy baseline\r\nYear: 2029\r\nRunning current law policy baseline\r\nYear: 2034\r\nyear= 2033 age= all ages\r\nyear= 2025 age= all ages\r\nRunning current law policy baseline\r\nYear: 2024\r\nRunning current law policy baseline\r\nYear: 2026\r\nyear= 2028 age= all ages\r\nyear= 2032 age= all ages\r\nRunning current law policy baseline\r\nYear: 2031\r\nRunning current law policy baseline\r\nYear: 2025\r\nyear= 2027 age= all ages\r\nyear= 2024 age= all ages\r\nyear= 2034 age= all ages\r\nRunning current law policy baseline\r\nYear: 2030\r\nRunning current law policy baseline\r\nYear: 2027\r\nyear= 2031 age= all ages\r\nyear= 2026 age= all ages\r\nUsing baseline tax parameters from /home/OG-USA/cs-config/cs_config/OUTPUT_BASELINE/TxFuncEst_baseline.pkl\r\nBW = 11 begin year = 2024 end year = 2034\r\nFinished tax function loop through 11 years and 1 ages per year.\r\nTax function estimation time: 21.276 sec\r\n2024-04-21 12:17:15,760 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 3.78 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:17,171 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 3.80 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:26,510 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 3.91 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:27,681 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 3.87 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:36,741 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 4.01 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:37,855 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 3.97 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:38,046 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 3.80 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:46,904 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 4.13 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:48,068 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 4.06 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:48,134 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 3.84 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:50,874 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 3.80 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:56,944 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 4.20 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:58,457 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 3.98 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:17:58,681 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 4.20 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:18:00,925 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 3.87 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:18:08,513 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 4.06 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:18:08,727 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 4.29 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:18:10,926 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 3.96 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:18:17,003 - distributed.worker.memory - WARNING - gc.collect() took 11.642s. This is usually a sign that some tasks handle too many Python objects at the same time. Rechunking the work into smaller tasks might help.\r\n2024-04-21 12:18:17,003 - distributed.worker.memory - WARNING - Worker is at 80% memory usage. Pausing worker. Process memory: 4.34 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:18:17,005 - distributed.worker.memory - WARNING - Unmanaged memory use is high. This may indicate a memory leak or the memory may not be released to the OS; see https://distributed.dask.org/en/latest/worker-memory.html#memory-not-released-back-to-the-os for more information. -- Unmanaged memory: 4.34 GiB -- Worker memory limit: 5.40 GiB\r\n2024-04-21 12:18:17,008 - distributed.core - ERROR - Exception while handling op scatter\r\nTraceback (most recent call last):\r\n File \"/opt/conda/lib/python3.11/site-packages/distributed/core.py\", line 970, in _handle_comm\r\n result = await result\r\n ^^^^^^^^^^^^\r\n File \"/opt/conda/lib/python3.11/site-packages/distributed/scheduler.py\", line 6145, in scatter\r\n await self.replicate(keys=keys, workers=workers, n=n)\r\n File \"/opt/conda/lib/python3.11/site-packages/distributed/scheduler.py\", line 7041, in replicate\r\n for ws in random.sample(tuple(workers - ts.who_has), count):\r\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n File \"/opt/conda/lib/python3.11/random.py\", line 456, in sample\r\n raise ValueError(\"Sample larger than population or is negative\")\r\nValueError: Sample larger than population or is negative\r\n2024-04-21 12:18:17,042 - distributed.worker.memory - WARNING - Worker is at 42% memory usage. Resuming worker. Process memory: 2.31 GiB -- Worker memory limit: 5.40 GiB\r\nSS using initial guess factors for r and TR of 1.0 and 1.0 , respectively.\r\nsaving results...\r\nresp 201 https://workers.ofralabs.net/api/v1/jobs/callback/3e976dbf-0b59-4baa-bbaf-96d3c20f75b9/\r\n2024-04-21 12:18:17,300 - distributed.scheduler - ERROR - Removing worker 'tcp://127.0.0.1:41757' caused the cluster to lose scattered data, which can't be recovered: {'Specifications-0d5568a19df056c079a960f9db15690f'} (stimulus_id='handle-worker-cleanup-1713701897.300584')\r\n2024-04-21 12:18:20,494 - distributed.nanny - WARNING - Worker process still alive after 3.1999992370605472 seconds, killing\r\n2024-04-21 12:18:20,494 - distributed.nanny - WARNING - Worker process still alive after 3.199999389648438 seconds, killing\r\n2024-04-21 12:18:20,495 - distributed.nanny - WARNING - Worker process still alive after 3.199999389648438 seconds, killing\r\n2024-04-21 12:18:20,496 - distributed.nanny - WARNING - Worker process still alive after 3.199999389648438 seconds, killing\r\n```", - 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