From c196545fc37c03a33e422a0905967da681fc64dc Mon Sep 17 00:00:00 2001 From: EdenWuyifan Date: Fri, 30 Jun 2023 15:23:01 -0400 Subject: [PATCH] fix warning messages --- ...mi_supervised_classification_example.ipynb | 15310 +++++++++++++++- 1 file changed, 14465 insertions(+), 845 deletions(-) diff --git a/examples/semi_supervised_classification_example.ipynb b/examples/semi_supervised_classification_example.ipynb index 82a2bb73..7871ac37 100644 --- a/examples/semi_supervised_classification_example.ipynb +++ b/examples/semi_supervised_classification_example.ipynb @@ -88,657 +88,89 @@ "name": "stdout", "output_type": "stream", "text": [ - "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:04, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9786286731967943\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:05, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9884238646482636\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:06, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9136242208370436\n", "INFO:gluonts.mx.context:Using CPU\n", - "DEBUG:matplotlib:matplotlib data path: /ext3/miniconda3/lib/python3.10/site-packages/matplotlib/mpl-data\n", - "DEBUG:matplotlib:CONFIGDIR=/home/yfw215/.config/matplotlib\n", - "DEBUG:matplotlib:interactive is False\n", - "DEBUG:matplotlib:platform is linux\n", - "DEBUG:matplotlib:CACHEDIR=/home/yfw215/.cache/matplotlib\n", - "DEBUG:matplotlib.font_manager:Using fontManager instance from /home/yfw215/.cache/matplotlib/fontlist-v330.json\n", "INFO:gluonts.mx.context:Using CPU\n", - "DEBUG:matplotlib:matplotlib data path: /ext3/miniconda3/lib/python3.10/site-packages/matplotlib/mpl-data\n", - "DEBUG:matplotlib:CONFIGDIR=/home/yfw215/.config/matplotlib\n", - "DEBUG:matplotlib:interactive is False\n", - "DEBUG:matplotlib:platform is linux\n", - "DEBUG:matplotlib:CACHEDIR=/home/yfw215/.cache/matplotlib\n", - "DEBUG:matplotlib.font_manager:Using fontManager instance from /home/yfw215/.cache/matplotlib/fontlist-v330.json\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:17, scoring...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e9f2b00>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e9f2b00>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5ea1ee60>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e9f2b00>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5ea1ee60>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - "self._make_module_from_path(filepath) \n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e9f2b00>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9171861086375779\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:02, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7934105075690115\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:03, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7818343722172753\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:04, scoring...\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:18, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.778272484416741\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:19, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7800534283170079\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:21, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.8076580587711487\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:27, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9082813891362422\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:33, scoring...\n", "INFO:alpha_automl.automl_api:Scored pipeline, score=0.8806767586821014\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:05, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7889581478183437\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:23, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9269813000890472\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:23, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9919857524487978\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:23, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7934105075690115\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:23, scoring...\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:34, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9091718610863758\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:35, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.8263579697239537\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:44, scoring...\n", "INFO:alpha_automl.automl_api:Scored pipeline, score=1.0\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:24, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9154051647373108\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:24, scoring...\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:47, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9839715048975958\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:47, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7880676758682101\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:00:54, scoring...\n", "INFO:alpha_automl.automl_api:Scored pipeline, score=1.0\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:24, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7203918076580587\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:24, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.23152270703472844\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:24, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9608192341941229\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:28, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9910952804986642\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:28, scoring...\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:34, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9982190560997328\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:37, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.918967052537845\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:38, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.8076580587711487\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:48, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7880676758682101\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:48, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9973285841495992\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:48, scoring...\n", "INFO:alpha_automl.automl_api:Scored pipeline, score=1.0\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:28, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.98753339269813\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:28, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7916295636687445\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:28, scoring...\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:01, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9848619768477294\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:02, scoring...\n", "INFO:alpha_automl.automl_api:Scored pipeline, score=1.0\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:31, scoring...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5f5a9bd0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5f5a9bd0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e241630>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5f5a9bd0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e241630>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5f5a9bd0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9893143365983972\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:31, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9109528049866429\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:32, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9127337488869101\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:33, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9991095280498664\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:34, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7791629563668745\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:01:35, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.8023152270703473\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:31, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9991095280498664\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:31, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9991095280498664\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:32, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9234194122885129\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:32, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.8486197684772929\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:32, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7292965271593945\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:32, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9786286731967943\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:32, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7649154051647373\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:33, scoring...\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:50, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9946571682991986\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:50, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9715048975957257\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:53, scoring...\n", "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9982190560997328\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:36, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.931433659839715\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:39, scoring...\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:04:09, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7105966162065895\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:04:09, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7649154051647373\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:04:09, scoring...\n", "INFO:alpha_automl.automl_api:Scored pipeline, score=1.0\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:39, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7871772039180764\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:39, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.8281389136242209\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:40, scoring...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e9f2b00>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e9f2b00>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e9f2b00>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e9f2b00>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e9f2b00>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e9f2b00>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "INFO:alpha_automl.automl_api:Found pipeline, time=0:04:10, scoring...\n", "INFO:alpha_automl.automl_api:Scored pipeline, score=1.0\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:43, scoring...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e24fbe0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5f5a9bd0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5f5a9bd0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5f5a9bd0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5f5a9bd0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e24fc70>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5f5a9bd0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5f5a9bd0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9145146927871772\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:44, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9991095280498664\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:02:49, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9991095280498664\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:02, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9991095280498664\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:03, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.8815672306322351\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:06, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9456812110418522\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:08, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.6010685663401603\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:08, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7702582368655387\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:09, scoring...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d7200d240>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "\n", - "AttributeError: 'NoneType' object has no attribute 'split'Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d7200d1b0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - "\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d7200d240>" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9991095280498664\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:09, scoring...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - "Traceback (most recent call last):\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d7200d1b0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d7200d240>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9991095280498664\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d7200d1b0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - "\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()AttributeError: 'NoneType' object has no attribute 'split'\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:10, scoring...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e24fc70>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5f5a9bd0>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e241630>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e241630>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e241630>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e241630>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n", - "Exception ignored on calling ctypes callback function: .match_module_callback at 0x147d5e241630>\n", - "Traceback (most recent call last):\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 400, in match_module_callback\n", - " self._make_module_from_path(filepath)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 515, in _make_module_from_path\n", - " module = module_class(filepath, prefix, user_api, internal_api)\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 606, in __init__\n", - " self.version = self.get_version()\n", - " File \"/ext3/miniconda3/lib/python3.10/site-packages/threadpoolctl.py\", line 646, in get_version\n", - " config = get_config().split()\n", - "AttributeError: 'NoneType' object has no attribute 'split'\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.8121104185218165\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:10, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9991095280498664\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:12, scoring...\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:04:10, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7898486197684773\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:04:11, scoring...\n", "INFO:alpha_automl.automl_api:Scored pipeline, score=1.0\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:14, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7836153161175423\n", - "INFO:alpha_automl.automl_api:Found pipeline, time=0:03:14, scoring...\n", - "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9991095280498664\n", - "INFO:alpha_automl.automl_api:Found 55 pipelines\n" + "INFO:alpha_automl.automl_api:Found pipeline, time=0:04:17, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=1.0\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:04:20, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=1.0\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:05:08, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=1.0\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:05:55, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9821905609973286\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:06:16, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.8308103294746215\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:06:18, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9091718610863758\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:06:19, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9893143365983972\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:06:22, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.7809439002671417\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:06:23, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9955476402493322\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:06:32, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9910952804986642\n", + "INFO:alpha_automl.automl_api:Found pipeline, time=0:06:47, scoring...\n", + "INFO:alpha_automl.automl_api:Scored pipeline, score=0.9857524487978628\n", + "INFO:alpha_automl.automl_api:Found 40 pipelines\n" ] } ], @@ -768,295 +200,220 @@ "text/html": [ "\n", - 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rankingpipelinef1_scorerankingpipelinef1_score
1SimpleImputer, MaxAbsScaler, SelfTrainingClassifier1.000
2SimpleImputer, MaxAbsScaler, SelfTrainingClassifier1.000
3SimpleImputer, MaxAbsScaler, SelfTrainingClassifier1.000
4SimpleImputer, MaxAbsScaler, SelfTrainingClassifier1.000
5SimpleImputer, StandardScaler, SelfTrainingClassifier1.0001SimpleImputer, MaxAbsScaler, SelfTrainingClassifier1.000
6SimpleImputer, StandardScaler, SelfTrainingClassifier1.0002SimpleImputer, MaxAbsScaler, AutonBox1.000
7SimpleImputer, RobustScaler, SelfTrainingClassifier1.0003SimpleImputer, MaxAbsScaler, SelfTrainingClassifier1.000
8SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.9994SimpleImputer, AutonBox1.000
9SimpleImputer, StandardScaler, SelfTrainingClassifier0.9995SimpleImputer, MaxAbsScaler, SelfTrainingClassifier1.000
10SimpleImputer, StandardScaler, SelfTrainingClassifier0.9996SimpleImputer, MaxAbsScaler, SelfTrainingClassifier1.000
11SimpleImputer, StandardScaler, SelfTrainingClassifier0.9997SimpleImputer, RobustScaler, SelfTrainingClassifier1.000
12SimpleImputer, RobustScaler, SelfTrainingClassifier0.9998SimpleImputer, StandardScaler, SelfTrainingClassifier1.000
13SimpleImputer, SelfTrainingClassifier0.9999SimpleImputer, RobustScaler, AutonBox1.000
14SimpleImputer, RobustScaler, SelfTrainingClassifier0.99910SimpleImputer, StandardScaler, AutonBox1.000
15SimpleImputer, RobustScaler, SelfTrainingClassifier0.99911SimpleImputer, SelfTrainingClassifier0.998
16SimpleImputer, RobustScaler, SelfTrainingClassifier0.99912SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.998
17SimpleImputer, RobustScaler, SelfTrainingClassifier0.99913SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.997
18SimpleImputer, StandardScaler, SelfTrainingClassifier0.99814SimpleImputer, MaxAbsScaler, AutonBox0.996
19SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.99215SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.995
20SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.99116SimpleImputer, MaxAbsScaler, AutonBox0.991
21SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.98917SimpleImputer, MaxAbsScaler, AutonBox0.989
22SimpleImputer, StandardScaler, SelfTrainingClassifier0.98818SimpleImputer, MaxAbsScaler, AutonBox0.986
23SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.98819SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.985
24SimpleImputer, RobustScaler, SelfTrainingClassifier0.97920SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.984
25SimpleImputer, StandardScaler, SelfTrainingClassifier0.97921SimpleImputer, MaxAbsScaler, AutonBox0.982
26SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.96122SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.972
27SimpleImputer, RobustScaler, SelfTrainingClassifier0.94623SimpleImputer, SelfTrainingClassifier0.919
28SimpleImputer, StandardScaler, SelfTrainingClassifier0.93124SimpleImputer, RobustScaler, SelfTrainingClassifier0.914
29SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.92725SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.909
30SimpleImputer, RobustScaler, SelfTrainingClassifier0.92326SimpleImputer, StandardScaler, SelfTrainingClassifier0.909
31SimpleImputer, StandardScaler, SkLabelPropagation0.91727SimpleImputer, StandardScaler, SkLabelPropagation0.908
32SimpleImputer, StandardScaler, SelfTrainingClassifier0.91528SimpleImputer, MaxAbsScaler, SkLabelSpreading0.881
33SimpleImputer, StandardScaler, SelfTrainingClassifier0.91529SimpleImputer, MaxAbsScaler, AutonBox0.831
34SimpleImputer, StandardScaler, SkLabelSpreading0.91330SimpleImputer, MaxAbsScaler, AutonBox0.826
35SimpleImputer, SelfTrainingClassifier0.91131SimpleImputer, RobustScaler, SkLabelPropagation0.808
36SimpleImputer, RobustScaler, SelfTrainingClassifier0.88232SimpleImputer, AutonBox0.808
37SimpleImputer, MaxAbsScaler, SkLabelSpreading0.88133SimpleImputer, SkLabelSpreading0.790
38SimpleImputer, SelfTrainingClassifier0.84934SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.788
39SimpleImputer, SelfTrainingClassifier0.82835SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.788
40SimpleImputer, RobustScaler, SelfTrainingClassifier0.81236SimpleImputer, MaxAbsScaler, AutonBox0.781
41SimpleImputer, RobustScaler, SkLabelPropagation0.80237SimpleImputer, MaxAbsScaler, SkLabelPropagation0.780
42SimpleImputer, SkLabelSpreading0.79338SimpleImputer, SkLabelPropagation0.778
43SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.79339SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.765
44SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.792
45SimpleImputer, MaxAbsScaler, SkLabelPropagation0.789
46SimpleImputer, StandardScaler, SelfTrainingClassifier0.787
47SimpleImputer, RobustScaler, SelfTrainingClassifier0.784
48SimpleImputer, SkLabelPropagation0.782
49SimpleImputer, RobustScaler, SkLabelSpreading0.779
50SimpleImputer, RobustScaler, SelfTrainingClassifier0.770
51SimpleImputer, StandardScaler, SelfTrainingClassifier0.765
52SimpleImputer, StandardScaler, SelfTrainingClassifier0.729
53SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.720
54SimpleImputer, RobustScaler, SelfTrainingClassifier0.601
55SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.23240SimpleImputer, MaxAbsScaler, SelfTrainingClassifier0.711
\n" ], "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -1079,9 +436,14272 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t \n", + "\t
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\n", + "\t \n", + "\t\n", + "\t\n", + "\t" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "automl.plot_comparison_pipelines()" ] @@ -1142,9 +14762,9 @@ ], "metadata": { "kernelspec": { - "display_name": "my_env", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "my_env" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -1156,7 +14776,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.9" + "version": "3.10.11" } }, "nbformat": 4,