From dc1694f8c62129d81a1a2612f48a0ae401d86ab6 Mon Sep 17 00:00:00 2001 From: Daniel-Robbins Date: Thu, 14 Dec 2023 10:51:24 +0000 Subject: [PATCH 1/2] Cleanup too verbose output --- examples/chDB_vector_search.ipynb | 199 +++++++++++------------------- 1 file changed, 70 insertions(+), 129 deletions(-) diff --git a/examples/chDB_vector_search.ipynb b/examples/chDB_vector_search.ipynb index 811ddf99c9c..a49cd6bfbcd 100644 --- a/examples/chDB_vector_search.ipynb +++ b/examples/chDB_vector_search.ipynb @@ -94,76 +94,19 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 43, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "vj8qJpu1YTAl", - "outputId": "f1eaa8d1-cfcd-4154-94c4-fcacc75e0ca0" + "outputId": "b7cf5b31-012a-4519-903e-3bbe81dc3283" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ - "Requirement already satisfied: tensorflow in /usr/local/lib/python3.10/dist-packages (2.15.0.post1)\n", - "Requirement already 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install --upgrade tensorflow gensim chdb pandas pyarrow numpy==1.23.5 matplotlib\n", + "%pip install -q --upgrade tensorflow gensim chdb pandas pyarrow numpy==1.23.5 matplotlib\n", "%pip show tensorflow chdb gensim numpy" ] }, @@ -226,9 +169,9 @@ "base_uri": "https://localhost:8080/" }, "id": "qSBQH4HdbESN", - "outputId": "e1ad09a7-8411-4f1d-963e-596855ce7633" + "outputId": "a1cdda30-531d-4cd2-91a2-c613dfb8543b" }, - "execution_count": 3, + "execution_count": 44, "outputs": [ { "output_type": "stream", @@ -241,13 +184,13 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 45, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "kCyKXViGYTAn", - "outputId": "861f8150-47fc-4253-9d55-05ba80887ce8" + "outputId": "68e326ad-3e9d-4ea3-87e7-bf12ee69df51" }, "outputs": [ { @@ -287,13 +230,13 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 46, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "e5PvRQ82YTAn", - "outputId": "93dc9934-97a1-48e6-9a33-1b6b0c88e7c0" + "outputId": "fb4b3864-45c4-4cc9-ea08-90620c468920" }, "outputs": [ { @@ -316,13 +259,13 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 47, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "H2kwfZR9YTAn", - "outputId": "66986424-7e83-4eb2-adca-4433f6a929f0" + "outputId": "c821e7b3-673b-4404-8860-3b08222956d2" }, "outputs": [ { @@ -383,21 +326,20 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 48, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "P3IJRpuJYTAo", - "outputId": "ccfbd8ee-c376-4e71-ca1e-31d2f4394efe" + "outputId": "cfcb4b95-e781-4835-b026-5ca0aaef610a" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ - "Length of movie list: 162343\n", - "First 5 movie list: ['\"858 1193 2959 50 183837 201773 122914 195159 8961 33794 6377 1203 904 912 2019 79132 58559 593 4226 122912 122916 4973 750 122926 68954 3504 955 4963 8984 53322 158783 45720 117887 178827 171253 1387 6533 49272 71745 154 7209 164909 1256 166461 2648 1340 5769 1198 1732 91094 1265 6893 1945 307 104283 3645 2716 1 78499 3114 201588 898 3546 1220 2936 50872 364 4262 200332 1079 195161 2700 946 1267 180031 953 176371 6273 111734 152970 35836 26393 164179 118466 25865 127202 56782 4361 1276 134853 5712 2065 61934 2761 145150 3362 3928 108932 112852 103980 7064 2423 8360 112450 141 82926 916 3039 2203 2132 3088 26171 951 1148 8641 60756 34162 106918 3948 1923 83976 1682 3988 1485 6373 180265 72294 3556 2987 2406 4681 188301 89745 59315 122920 288 38061 102125 2770 79702 110102 93840 104913 8798 142488 106920 6711 137857 111781 111759 648 1961 45186 189333 55820 139644 158872 69122 140174 93510 169992 122906 185029 5989 56152 4022 150 2797 2424 105504 107141 1042 3741 122882 189363 954 3836 1580 197711 4306 4886 5418 54286 8665 6333 48394 8874 3751 46578 4246 51255 6863 48774 76093 4720 112556 4848 8464 5991 57669 96079 119145 7451 61323 115569 5444 168252 56757 115149 72011 89492 80549 88163 38038 8638 168250 4728 177765 171763 112138 6867 177593 65261 6296 158238 6550 140110 1950 1291 589 1270 1036 1200 457 1097 2762 1240 1214 1307 1028 480 915 3307 910 908 909 3175 899 922 926 7206 6787 179135 26662 5618 1234 6001 160718 171011 115122 745 4002 159817 2795 3072 170355 100714 1225 3462 175303 4499 2687 3022 1281 905 2355 178061 215 3499 1223 2291 3736 102993 189713 1394 141924 151455 3176 2599 2763 950 500 936 1449 2746 3310 1407 830 47 608 924 32 183869 586 183611 377 3089 595 52975 6936 117438 2791 3365 8235 93838 110501 174909 1377 2948 134368 1226 2245 317 113064 3247 2953 935 89118 106438 104272 96832 114028 65514 64285 4920 1304 134849 2940 918 146656 162082 2102 1292 3996 4144 7981 232 203218 25750 1673 7587 1213 2083 2935 8767 900 7013 1946 7073 3435 198185 2366 7132 127152 179173 5017 947 4298 5291 1982 4432 945 7706 8542 34018 2413 8620 47721 25826 208651 207367 86295 1717 31851 5419 8044 2363 410 204704 3635\"', '\"1266 1466 2871 2288 1732 3328 54997 6539 296 356 555 1464 4848 2019 2571 2858 858 4993 2997 714 68159 1220 97752 2947 741 1199 1921 3000 1079 1200 32 99114 6 1653 1527 5060 1080 2692 1127 1279 4973 86882 50 527 318 1221 1193 1198 3578 5952 7153 3996 109374 68954 33004 1201 47 55247 80906 1729 541 750 1203 117533 115713 112183 120466 64614 1036 67255 96488 70286 69524 5989 1243 60766 1270 106920 55269 72226 108983 72356 4370 83803 84156 106918 128360 68157 109487 117444 94864 117887 178827 2959 68237 158966 176371 1682 48774 179133 5418 193950 84944 42734 152081 588 95167 2161 316 69644\"', '\"1779 175 839 5903 8957 6874 592 1198 5445 2571 7361 4226 4995 1210 608 2959 32587 60832 55820 318 527 32 1617 2858 296 1240 56367 316 1527 733 47 26903 1291 593 1704 260 7438 2916 50 2683 1193 3996 51255 60291 1214 48385 253 1200 2174 2700 1682 2291 541 1517 5669 454 1784 48516 4878 60522 3481 1221 858 2997 54503 8622 1036 3052 3147 61167 4011 1573 8874 6 1213 2329 3176 1208 8784 2194 3527 3948\"', '\"1296 1959 2384 1693 1672 2764 1307 912 318 908 2959 79132 1197\"', '\"1466 2019 3949 296 589 527 608 2858 858 1221 1208 1333 5015\"']\n" + "Length of movie list: 162343\n" ] } ], @@ -418,18 +360,18 @@ "moive_list = str(movie_id_seq).split(\"\\n\")\n", "\n", "print(\"Length of movie list: \", len(moive_list))\n", - "print(\"First 5 movie list: \", moive_list[:5])\n" + "# print(\"First 3 movie list: \", moive_list[:3])\n" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 49, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "4ZJuWviPYTAo", - "outputId": "c774ffd6-7306-4a8c-ca53-ff6dc3eb70e7" + "outputId": "e133ed63-5875-4af2-a56a-346279fd70cf" }, "outputs": [ { @@ -437,11 +379,10 @@ "name": "stdout", "text": [ "Length of movie id sequence list: 162343\n", - "First 5 movie id sequence list: [['858', '1193', '2959', '50', '183837', '201773', '122914', '195159', '8961', '33794', '6377', '1203', '904', '912', '2019', '79132', '58559', '593', '4226', '122912', '122916', '4973', '750', '122926', '68954', '3504', '955', '4963', '8984', '53322', '158783', '45720', '117887', '178827', '171253', '1387', '6533', '49272', '71745', '154', '7209', '164909', '1256', '166461', '2648', '1340', '5769', '1198', '1732', '91094', '1265', '6893', '1945', '307', '104283', '3645', '2716', '1', '78499', '3114', '201588', '898', '3546', '1220', '2936', '50872', '364', '4262', '200332', '1079', '195161', '2700', '946', '1267', '180031', '953', '176371', '6273', '111734', '152970', '35836', '26393', '164179', '118466', '25865', '127202', '56782', '4361', '1276', '134853', '5712', '2065', '61934', '2761', '145150', '3362', '3928', '108932', '112852', '103980', '7064', '2423', '8360', '112450', '141', '82926', '916', '3039', '2203', '2132', '3088', '26171', '951', '1148', '8641', '60756', '34162', '106918', '3948', '1923', '83976', '1682', '3988', '1485', '6373', '180265', '72294', '3556', '2987', '2406', '4681', '188301', '89745', '59315', '122920', '288', '38061', '102125', '2770', '79702', '110102', '93840', '104913', '8798', '142488', '106920', '6711', '137857', '111781', '111759', '648', '1961', '45186', '189333', '55820', '139644', '158872', '69122', '140174', '93510', '169992', '122906', '185029', '5989', '56152', '4022', '150', '2797', '2424', '105504', '107141', '1042', '3741', '122882', '189363', '954', '3836', '1580', '197711', '4306', '4886', '5418', '54286', '8665', '6333', '48394', '8874', '3751', '46578', '4246', '51255', '6863', '48774', '76093', '4720', '112556', '4848', '8464', '5991', '57669', '96079', '119145', '7451', '61323', '115569', '5444', '168252', '56757', '115149', '72011', '89492', '80549', '88163', '38038', '8638', '168250', '4728', '177765', '171763', '112138', '6867', '177593', '65261', '6296', '158238', '6550', '140110', '1950', '1291', '589', '1270', '1036', '1200', '457', '1097', '2762', '1240', '1214', '1307', '1028', '480', '915', '3307', '910', '908', '909', '3175', '899', '922', '926', '7206', '6787', '179135', '26662', '5618', '1234', '6001', '160718', '171011', '115122', '745', '4002', '159817', '2795', '3072', '170355', '100714', '1225', '3462', '175303', '4499', '2687', '3022', '1281', '905', '2355', '178061', '215', '3499', '1223', '2291', '3736', '102993', '189713', '1394', '141924', '151455', '3176', '2599', '2763', '950', '500', '936', '1449', '2746', '3310', '1407', '830', '47', '608', '924', '32', '183869', '586', '183611', '377', '3089', '595', '52975', '6936', '117438', '2791', '3365', '8235', '93838', '110501', '174909', '1377', '2948', '134368', '1226', '2245', '317', '113064', '3247', '2953', '935', '89118', '106438', '104272', '96832', '114028', '65514', '64285', '4920', '1304', '134849', '2940', '918', '146656', '162082', '2102', '1292', '3996', '4144', '7981', '232', '203218', '25750', '1673', '7587', '1213', '2083', '2935', '8767', '900', '7013', '1946', '7073', '3435', '198185', '2366', '7132', '127152', '179173', '5017', '947', '4298', '5291', '1982', '4432', '945', '7706', '8542', '34018', '2413', '8620', '47721', '25826', '208651', '207367', '86295', '1717', '31851', '5419', '8044', '2363', '410', '204704', '3635'], ['1266', '1466', '2871', '2288', '1732', '3328', '54997', '6539', '296', '356', '555', '1464', '4848', '2019', '2571', '2858', '858', '4993', '2997', '714', '68159', '1220', '97752', '2947', '741', '1199', '1921', '3000', '1079', '1200', '32', '99114', '6', '1653', '1527', '5060', '1080', '2692', '1127', '1279', '4973', '86882', '50', '527', '318', '1221', '1193', '1198', '3578', '5952', '7153', '3996', '109374', '68954', '33004', '1201', '47', '55247', '80906', '1729', '541', '750', '1203', '117533', '115713', '112183', '120466', '64614', '1036', '67255', '96488', '70286', '69524', '5989', '1243', '60766', '1270', '106920', '55269', '72226', '108983', '72356', '4370', '83803', '84156', '106918', '128360', '68157', '109487', '117444', '94864', '117887', '178827', '2959', 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'172283', '172307', '172377', '95591', '157675', '193343', '193353', '6594', '205447', '124705', '154472', '100727', '206959', '192797', '190395', '206737', '203338', '108813', '86860', '129480', '187267', '119800', '183683', '157230', '183857', '152330', '136461', '199600', '161808', '198821', '146148', '143156', '110794', '133706', '164631', '179475', '183021', '194024', '198837', '7291', '176063', '128936', '170050', '124326', '193675', '195017', '141305', '168292', '63339', '140144', '98911', '175349', '146188', '182975', '171517', '139331', '157232', '126961', '114269', '126939', '153782', '172257', '172197', '131910', '115251', '193795', '195051', '191675', '203717', '68411', '80285', '79918', '86648', '74161', '175115', '133575', '124220', '138806', '89268', '166034', '171185', '56959', '130418', '157445', '168854', '203188', '204096', '170397', '171089', '187035', '156810', '196913', '198523', '201636', '202077', '173523', '110004', '124298', '151565', '135300', '139219', '119303', '99173', '180777', '74056', '166747', '207435', '70740', '181239', '124139', '123176', '123129', '122665', '175845', '132138', '105266', '162718', '160624', '113555', '174363', '145307', '195491', '150864', '203170', '203306', '149498', '154490', '131604', '99276', '207437', '117415', '91227', '147728', '124544', '209073', '121286', '197901', '197903', '126140', '191697', '51817', '181673', '143561', '33579', '191695', '92178', '137628', '182703', '147190', '92325', '118964', '127433', '181851', '181809', '181813', '181819', '181821', '181841', '181843', '181845', '181847', '181853', '181799', '181855', '181865', '181869', '181871', '181873', '181885', '181891', '181895', '181807', '181797', '181923', '161123', '201038', '171133', '200290', '147018', '188377', '188421', '172669', '193025', '170367', '181783', '167818', '169814', '136830', '181763', '181765', '181767', '181771', '181773', '181905', '181927', '91333', '182105', '167276', '182059', '182075', '182089', '182091', '182093', '182097', '182101', '182115', '182057', '182141', '182147', '182167', '161086', '181719', '181987', '182261', '116094', '163154', '182043', '181929', '181995', '181933', '181935', '181937', '181939', '181947', '181955', '181963', '181993', '181997', '182041', '182001', '182007', '182011', '182013', '182019', '182033', '182037', '182039', '176347', '85770', '127877', '177089', '206503', '131128', '59159', '149178', '187693', '187695', '193389', '173965', '98458', '187793', '124733', '180317', '122741', '105616', '182401', '106523', '116947', '185577', '133503', '187791', '192083', '146511', '196449', '196451', '200198', '138916', '172131', '160700', '121167', '42413', '177987', '195291', '173875', '160812', '156720', '156724', '184367', '193930', '193936', '195299', '123024', '171461', '134695', '204866', '190249', '205134', '165753', '157617', '112657', '141458', '207694', '159024', '110763', '160022', '32120', '127650', '142360', '99807', '172709', '119834', '175351', '3191', '144228', '165571', '194857', '157102', '184545', '177357', '200018', '200620', '200622', '200626', '187573', '187575', '122343', '176657', '205499', '205557', '177359', '125281', '125265', '200618', '152555', '140507', '121727', '114836', '106475', '182345', '168624', '112432', '175647', '178739', '177709', '178845', '180585', '137767', '184307', '144804', '155645', '115763', '190527', '190841', '191273', '192351', '171183', '131363', '165713', '109793', '169404', '105223', '125371', '168070', '5487', '157063', '33641', '54725', '59157', '118768', '100001', '132232', '141522', '144932', '146678', '148638', '154341', '99600', '156381', '93463', '193479', '122869', '122525', '202303', '199494', '206459', '206963', '206967', '208573', '208691', '208743', '137134', '86451', '162928', '27004', '47248', '166709', '124927', '95814', '138940', '135013', '119080', '204068', '189891', '169696', '196483', '194869', '195409', '131650', '195549', '195667', '196089', '196127', '105601', '196767', '203603', '196959', '198127', '200314', '200702', '116539', '202195', '133197', '203238', '136804', '126723', '165127', '153312', '71237', '84963', '149733', '203393', '171557', '186117', '152222', '155555', '207095', '115887', '154140', '134447', '143311', '136062', '91589', '205321', '146056', '186317', '204198', '89848', '141054', '185139', '26343', '169840', '175147', '65909', '108425', '138698', '156855', '185133', '185145', '140034', '185147', '185157', '185159', '196949', '201957', '198593', '172815', '119659', '190577', '57940', '137399', '167726', '140633', '197373', '167572', '172681', '174413', '173545', '181495', '181575', '189785', '127230', '88003', '185329', '170931', '87390', '88601', '201668', '140012', '8394', '127238', '5775', '128215', '119754', '131378', '114085', '163194', '1738', '72332', '125632', '125634', '189571', '133861', '196737', '170715', '193283', '122938', '200736', '143701', '208767', '164877', '154198', '179035', '193465', '106297', '158084', '182977', '182979', '182991', '78405', '125353', '129925', '192557', '165845', '177781', '202335', '149704', '181071', '183027', '188787', '195009', '141666', '127995', '100884', '195995', '201344', '135398', '204536', '170123', '161200', '198721', '198793', '199283', '202577', '204364', '204534', '204608', '184927', '204756', '206389', '206391', '208215', '135846', '32535', '175995', '172827', '144360', '129826', '194873', '176109', '168074', '31290', '154476', '160434', '191211', '191209', '158368', '122735', '176267', '188131', '171875', '163316', '162400', '185465', '140731', '89403', '129382', '104612', '169016', '128566', '184475', '190041', '184477', '123174', '135959', '167568', '147118', '193835', '208170', '69222', '101405', '128564', '149794', '146676', '33790', '194961', '150443', '171941', '177695', '128562', '194945', '193289', '6282', '190837', '120901', '114832', '174881', '120911', '134485', '120879', '120883', '134407', '103206', '167184', '91189', '180103', '138822', '188535', '148084', '148082', '155611', '199670', '120895', '184005', '199674', '152292', '5403', '116271', '3291', '135649', '158344', '123945', '134827', '145390', '208006', '190499', '120777', '120871', '120873', '159636', '190161', '116666', '166488', '139505', '199672', '128259', '192901', '182065', '162646', '2235', '148681', '141297', '78418', '203298', '154244', '164799', '182067', '137879', '181889', '185387', '162900', '143649', '126158', '143583', '190329', '190593', '181485', '178385', '200850', '151979', '200988', '201278', '131868', '188779', '135799', '146374', '152348', '152896', '152892', '158549', '146262', '146232', '139511', '128705', '150890', '141554', '66008', '159205', '197079']\n" + "Vocabulary content: ['318', '296', '356', '593', '2571', '260', '527', '2959', '50', '1196', '858', '1198', '4993', '110', '2858', '589', '1210', '47', '1', '7153', '5952', '608', '480', '457', '2028', '1270', '2762', '58559', '4226', '32', '150', '3578', '79132', '1136', '1193', '1704', '1197', '1221', '541', '1214', '1291', '1089', '364', '1213', '4973', '1240', '293', '4306', '1036', '1265', '588', '2329', '590', '7361', '1200', '6539', '6874', '3147', '4886', '111', '4995', '6377', '1258', '1682', '1206', '912', '750', '33794', '1617', '778', '780', '2997', '1580', '1097', '924', '1208', '1527', '595', '60069', '48516', '380', '1732', '8961', '1222', '4963', '5418', '377', '2716', '2324', '4011', '4878', '1961', '5989', '5618', '7438', '3996', '2918', '592', '733', '68954']\n" ] } ], @@ -454,7 +395,7 @@ "# Split the movie id sequence into a list of lists\n", "movie_id_seq_list = [seq.strip(\"\\\"\").split() for seq in moive_list]\n", "print(\"Length of movie id sequence list: \", len(movie_id_seq_list))\n", - "print(\"First 5 movie id sequence list: \", movie_id_seq_list[:5])\n", + "# print(\"First 5 movie id sequence list: \", movie_id_seq_list[:5])\n", "\n", "# Train the Word2Vec model using CBOW\n", "model = Word2Vec(sg=0, window=5, vector_size=16, min_count=1, workers=cores-1)\n", @@ -467,7 +408,7 @@ "model.train(movie_id_seq_list, total_examples=model.corpus_count, epochs=10, report_delay=1)\n", "\n", "# Print model info\n", - "print(\"Vocabulary content: \", model.wv.index_to_key)\n" + "print(\"Vocabulary content: \", model.wv.index_to_key[:100])\n" ] }, { @@ -481,13 +422,13 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 50, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "wADU4MzJYTAp", - "outputId": "81f3186a-5635-4650-c479-5e4204b394fd" + "outputId": "f8e2b1fe-cba9-4829-c07d-060f5e80fd1e" }, "outputs": [ { @@ -497,10 +438,10 @@ "Input movie: \"Toy Story (1995)\"\n", "\n", "Top 10 similar movies: \n", + "34,\"Babe (1995)\"\n", "150,\"Apollo 13 (1995)\"\n", "356,\"Forrest Gump (1994)\"\n", "364,\"Lion King, The (1994)\"\n", - "480,\"Jurassic Park (1993)\"\n", "588,\"Aladdin (1992)\"\n", "595,\"Beauty and the Beast (1991)\"\n", "1197,\"Princess Bride, The (1987)\"\n", @@ -531,7 +472,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 51, "metadata": { "id": "w94NYUhoYTAp" }, @@ -567,28 +508,28 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 52, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "tQ5xmpn6YTAq", - "outputId": "edd366b8-55a5-4023-bf47-1c01470a8c74" + "outputId": "dac28da1-78b0-47ba-92ae-90caa7696052" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ - "318,\"[-1.2545762062072754,0.8764075636863708,-1.1096315383911133,1.556313157081604,-5.756974697113037,-5.632686138153076,-1.628368854522705,-5.0279316902160645,3.8933351039886475,-1.592033863067627,1.7224169969558716,4.7915754318237305,1.8683242797851562,0.15811124444007874,0.33578142523765564,-1.926222562789917]\"\n", - "296,\"[-2.035036087036133,-0.09880974143743515,-0.8471465706825256,0.5486740469932556,-6.605377197265625,-3.5979180335998535,-3.5274276733398438,-4.565611362457275,4.7739081382751465,-2.7840163707733154,1.6177664995193481,2.462409734725952,-0.5026494860649109,2.941343069076538,0.24507947266101837,-2.857123374938965]\"\n", - "356,\"[-3.004058837890625,0.664476215839386,-2.2898190021514893,-1.4120409488677979,-2.627963066101074,-4.5820794105529785,-3.617924690246582,-3.2094075679779053,1.843613624572754,-1.6114475727081299,0.611508309841156,6.5007500648498535,1.232647180557251,1.6256107091903687,1.2042485475540161,-2.6178746223449707]\"\n", - "593,\"[-3.7604663372039795,-0.26416149735450745,-3.002859354019165,0.556878387928009,-5.5245280265808105,-5.587186813354492,-2.339121103286743,-5.176323890686035,4.458629608154297,-2.1146116256713867,0.8064554333686829,3.554987907409668,0.04975972697138786,1.5512874126434326,-0.5442191958427429,-2.4512054920196533]\"\n", - "2571,\"[-3.4823243618011475,1.800665020942688,-2.3681435585021973,2.626079559326172,-6.859790325164795,-3.939997434616089,-4.819040298461914,-2.8577229976654053,1.2732102870941162,1.5271117687225342,2.4385814666748047,3.8619191646575928,2.51662278175354,4.903491497039795,-0.08029200881719589,-0.9212256073951721]\"" + "318,\"[-2.2265753746032715,3.5254011154174805,-0.8498407602310181,2.891636848449707,-5.75970458984375,-4.4655680656433105,-2.910050392150879,-4.874805927276611,1.8407117128372192,-4.037372589111328,0.5827102065086365,3.5602872371673584,2.98940110206604,0.626388669013977,-0.8868098855018616,-2.443618059158325]\"\n", + "296,\"[-2.526492118835449,1.1677000522613525,-0.8071125149726868,1.050546407699585,-6.952147483825684,-3.644843339920044,-4.3457231521606445,-3.9279022216796875,3.377218008041382,-3.938249349594116,0.4486609697341919,1.5516788959503174,-0.06512846052646637,2.3503451347351074,-1.0555064678192139,-3.5413312911987305]\"\n", + "356,\"[-3.7432684898376465,2.5020227432250977,-2.216348648071289,-0.7881428003311157,-2.4738593101501465,-3.0312352180480957,-4.331355571746826,-3.506458044052124,0.7487499117851257,-3.7879791259765625,0.40928640961647034,4.914693355560303,1.905363917350769,2.227639675140381,0.6767667531967163,-3.2117021083831787]\"\n", + "593,\"[-4.163858890533447,2.1928892135620117,-3.1881637573242188,1.3978694677352905,-5.898205757141113,-3.79733943939209,-3.5469143390655518,-4.850025653839111,2.910221815109253,-4.476861476898193,-0.45984259247779846,2.1710827350616455,1.3505152463912964,1.466415286064148,-1.6167834997177124,-3.352323293685913]\"\n", + "2571,\"[-4.516871452331543,2.630856513977051,-1.518278956413269,1.9730091094970703,-6.271072864532471,-1.944367527961731,-5.320414066314697,-4.20072078704834,-0.20229943096637726,-1.016119122505188,2.8113770484924316,2.3726844787597656,2.287644147872925,6.298654079437256,-1.2988191843032837,-0.8754432797431946]\"" ] }, "metadata": {}, - "execution_count": 22 + "execution_count": 52 } ], "source": [ @@ -597,13 +538,13 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 53, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "YV5G7Ye0YTAq", - "outputId": "62d461a7-8047-4c96-e43c-7f76ebe12a10" + "outputId": "474d4c5c-02cf-4bad-b4fd-ebee980932a4" }, "outputs": [ { @@ -611,18 +552,18 @@ "name": "stdout", "text": [ "Inserting movie embeddings into the database\n", - "1,\"[-4.084771,2.6139193,-2.4445736,0.6766752,-2.670079,-0.7801943,-2.4136007,-3.4523282,0.8276934,-1.8134512,-2.2287772,7.907515,0.65016955,5.3953805,3.614673,-3.4012012]\"\n", - "2,\"[-4.120622,-1.4992822,-1.3388096,-1.8574102,4.333647,-0.7068732,-1.7551214,-1.6285172,1.3234981,3.797697,3.3630028,5.5278506,-1.7423759,3.021658,4.9249477,1.5559459]\"\n", - "3,\"[-1.0854677,5.2880783,0.17957336,-0.637423,3.7189403,2.686678,0.967633,-7.0499887,3.7903533,3.1005347,3.921483,0.19340624,1.1776392,1.1807224,5.07165,-2.4031138]\"\n", - "4,\"[-0.5670819,2.0932674,0.36592424,0.4939473,4.6542253,0.3128911,4.620531,-3.6163807,3.7790442,2.707408,0.71210563,1.3739622,-1.7249781,-5.0072317,3.460949,-3.5811996]\"\n", - "5,\"[0.83992976,4.4001546,-2.1265912,-0.5355472,5.7501473,3.9374375,1.7682632,-6.5852304,3.5810444,0.10217304,3.646784,2.7893107,1.5779661,0.33753422,4.4552946,-1.4671191]\"\n", + "1,\"[-5.5897427,2.357738,-0.5006245,0.1455938,-2.2831314,-0.87840086,-2.5551517,-3.6584768,-0.10373427,-4.9113913,-0.30503443,5.5157366,-1.5590336,5.983279,4.385269,-3.1866481]\"\n", + "2,\"[-5.338505,-1.5594655,-4.355125,0.069642186,1.8488991,0.33051878,-1.7176361,2.1713862,3.0727508,3.4173298,1.4632888,6.5680175,1.2017039,1.98483,4.0459323,-2.002859]\"\n", + "3,\"[-3.5466137,1.669789,1.8515323,0.06255668,1.3897773,-4.7042356,3.6903667,-3.7350867,4.38805,5.6368246,3.0906188,2.5778446,-1.5468398,0.23956613,5.3413,-1.9792594]\"\n", + "4,\"[-2.3924065,3.2029195,0.5825141,2.8336196,3.1721113,-1.7251801,4.581799,-1.233385,3.5758104,2.6230328,-0.72014546,1.3625188,-0.13874735,-5.3615384,3.1370401,-4.161427]\"\n", + "5,\"[-1.5131618,1.6629226,0.3938448,-0.31881937,3.5624661,-3.0411289,3.7884533,-4.752323,5.4196496,2.502349,3.7858236,4.6285796,-1.576958,-0.91796184,6.0343866,-0.4933876]\"\n", "\n", "Movie Id, Title, Embeddings\n", - "1,\"Toy Story (1995)\",\"[-4.084771,2.6139193,-2.4445736,0.6766752,-2.670079,-0.7801943,-2.4136007,-3.4523282,0.8276934,-1.8134512,-2.2287772,7.907515,0.65016955,5.3953805,3.614673,-3.4012012]\"\n", - "2,\"Jumanji (1995)\",\"[-4.120622,-1.4992822,-1.3388096,-1.8574102,4.333647,-0.7068732,-1.7551214,-1.6285172,1.3234981,3.797697,3.3630028,5.5278506,-1.7423759,3.021658,4.9249477,1.5559459]\"\n", - "3,\"Grumpier Old Men (1995)\",\"[-1.0854677,5.2880783,0.17957336,-0.637423,3.7189403,2.686678,0.967633,-7.0499887,3.7903533,3.1005347,3.921483,0.19340624,1.1776392,1.1807224,5.07165,-2.4031138]\"\n", - "4,\"Waiting to Exhale (1995)\",\"[-0.5670819,2.0932674,0.36592424,0.4939473,4.6542253,0.3128911,4.620531,-3.6163807,3.7790442,2.707408,0.71210563,1.3739622,-1.7249781,-5.0072317,3.460949,-3.5811996]\"\n", - "5,\"Father of the Bride Part II (1995)\",\"[0.83992976,4.4001546,-2.1265912,-0.5355472,5.7501473,3.9374375,1.7682632,-6.5852304,3.5810444,0.10217304,3.646784,2.7893107,1.5779661,0.33753422,4.4552946,-1.4671191]\"\n", + "1,\"Toy Story (1995)\",\"[-5.5897427,2.357738,-0.5006245,0.1455938,-2.2831314,-0.87840086,-2.5551517,-3.6584768,-0.10373427,-4.9113913,-0.30503443,5.5157366,-1.5590336,5.983279,4.385269,-3.1866481]\"\n", + "2,\"Jumanji (1995)\",\"[-5.338505,-1.5594655,-4.355125,0.069642186,1.8488991,0.33051878,-1.7176361,2.1713862,3.0727508,3.4173298,1.4632888,6.5680175,1.2017039,1.98483,4.0459323,-2.002859]\"\n", + "3,\"Grumpier Old Men (1995)\",\"[-3.5466137,1.669789,1.8515323,0.06255668,1.3897773,-4.7042356,3.6903667,-3.7350867,4.38805,5.6368246,3.0906188,2.5778446,-1.5468398,0.23956613,5.3413,-1.9792594]\"\n", + "4,\"Waiting to Exhale (1995)\",\"[-2.3924065,3.2029195,0.5825141,2.8336196,3.1721113,-1.7251801,4.581799,-1.233385,3.5758104,2.6230328,-0.72014546,1.3625188,-0.13874735,-5.3615384,3.1370401,-4.161427]\"\n", + "5,\"Father of the Bride Part II (1995)\",\"[-1.5131618,1.6629226,0.3938448,-0.31881937,3.5624661,-3.0411289,3.7884533,-4.752323,5.4196496,2.502349,3.7858236,4.6285796,-1.576958,-0.91796184,6.0343866,-0.4933876]\"\n", "\n" ] } @@ -700,15 +641,15 @@ "base_uri": "https://localhost:8080/" }, "id": "wvBnbe4Vn7O4", - "outputId": "825530f5-012f-438a-bb33-13ecec4ac542" + "outputId": "0146d7f7-5164-4776-8d5d-5e4f5fc3738a" }, - "execution_count": 37, + "execution_count": 54, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ - "Scaned 10 rows, Top 10 similar movies to movieId 318 in 0.037762344\n", + "Scaned 10 rows, Top 10 similar movies to movieId 318 in 0.037433266\n", "Target Movie:\n", "┏━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓\n", "┃ \u001b[1mmovieId\u001b[0m ┃ \u001b[1mtitle \u001b[0m ┃ \u001b[1mgenres \u001b[0m ┃\n", @@ -717,29 +658,29 @@ "└─────────┴──────────────────────────────────┴─────────────┘\n", "\n", "Top10 Similar:\n", - "┏━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓\n", - "┃ \u001b[1mmovieId\u001b[0m ┃ \u001b[1mtitle \u001b[0m ┃ \u001b[1m distance\u001b[0m ┃\n", - "┡━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩\n", - "│ 527 │ Schindler's List (1993) │ 0.045725048 │\n", - "├─────────┼──────────────────────────────────┼─────────────┤\n", - "│ 593 │ Silence of the Lambs, The (1991) │ 0.069214344 │\n", - "├─────────┼──────────────────────────────────┼─────────────┤\n", - "│ 50 │ Usual Suspects, The (1995) │ 0.10683352 │\n", - "├─────────┼──────────────────────────────────┼─────────────┤\n", - "│ 296 │ Pulp Fiction (1994) │ 0.11023432 │\n", - "├─────────┼──────────────────────────────────┼─────────────┤\n", - "│ 356 │ Forrest Gump (1994) │ 0.15409416 │\n", - "├─────────┼──────────────────────────────────┼─────────────┤\n", - "│ 858 │ Godfather, The (1972) │ 0.16235054 │\n", - "├─────────┼──────────────────────────────────┼─────────────┤\n", - "│ 110 │ Braveheart (1995) │ 0.17049736 │\n", - "├─────────┼──────────────────────────────────┼─────────────┤\n", - "│ 2028 │ Saving Private Ryan (1998) │ 0.1742953 │\n", - "├─────────┼──────────────────────────────────┼─────────────┤\n", - "│ 2858 │ American Beauty (1999) │ 0.19775331 │\n", - "├─────────┼──────────────────────────────────┼─────────────┤\n", - "│ 2959 │ Fight Club (1999) │ 0.19789273 │\n", - "└─────────┴──────────────────────────────────┴─────────────┘\n", + "┏━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓\n", + "┃ \u001b[1mmovieId\u001b[0m ┃ \u001b[1mtitle \u001b[0m ┃ \u001b[1m distance\u001b[0m ┃\n", + "┡━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩\n", + "│ 527 │ Schindler's List (1993) │ 0.04840994 │\n", + "├─────────┼──────────────────────────────────┼────────────┤\n", + "│ 593 │ Silence of the Lambs, The (1991) │ 0.06956363 │\n", + "├─────────┼──────────────────────────────────┼────────────┤\n", + "│ 50 │ Usual Suspects, The (1995) │ 0.10293013 │\n", + "├─────────┼──────────────────────────────────┼────────────┤\n", + "│ 296 │ Pulp Fiction (1994) │ 0.10800046 │\n", + "├─────────┼──────────────────────────────────┼────────────┤\n", + "│ 356 │ Forrest Gump (1994) │ 0.15133452 │\n", + "├─────────┼──────────────────────────────────┼────────────┤\n", + "│ 858 │ Godfather, The (1972) │ 0.15708566 │\n", + "├─────────┼──────────────────────────────────┼────────────┤\n", + "│ 110 │ Braveheart (1995) │ 0.17923981 │\n", + "├─────────┼──────────────────────────────────┼────────────┤\n", + "│ 2028 │ Saving Private Ryan (1998) │ 0.19311911 │\n", + "├─────────┼──────────────────────────────────┼────────────┤\n", + "│ 2858 │ American Beauty (1999) │ 0.20046866 │\n", + "├─────────┼──────────────────────────────────┼────────────┤\n", + "│ 2959 │ Fight Club (1999) │ 0.2056213 │\n", + "└─────────┴──────────────────────────────────┴────────────┘\n", "\n" ] } From 64e529acd46d7a68713c00bf76da72279a0cefd6 Mon Sep 17 00:00:00 2001 From: auxten Date: Tue, 19 Dec 2023 11:43:50 +0800 Subject: [PATCH 2/2] Update FUNDING.yml --- .github/FUNDING.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml index 02be6787a7d..8d10f144559 100644 --- a/.github/FUNDING.yml +++ b/.github/FUNDING.yml @@ -2,7 +2,7 @@ github: [chdb-io] patreon: # Replace with a single Patreon username -open_collective: chdb +open_collective: ko_fi: # Replace with a single Ko-fi username tidelift: # Replace with a single Tidelift platform-name/package-name e.g., npm/babel community_bridge: # Replace with a single Community Bridge project-name e.g., cloud-foundry