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@mayhem
Created August 10, 2020 09:35
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[2020-08-10 09:25:20,508] INFO in request_consumer: Request consumer started!
[2020-08-10 09:25:24,034] INFO in request_consumer: Received a request!
[2020-08-10 09:26:05,003] INFO in create_dataframes: Preparing users data and saving to HDFS...
[2020-08-10 09:26:32,222] INFO in create_dataframes: Preparing recordings data and saving to HDFS...
[2020-08-10 09:27:31,834] INFO in create_dataframes: Preparing listen data dump and playcounts, saving playcounts to HDFS...
[2020-08-10 09:29:40,505] DEBUG in request_consumer: Pushing result to RabbitMQ...
[2020-08-10 09:29:40,506] INFO in request_consumer: Done!
[2020-08-10 09:29:40,507] INFO in request_consumer: Number of messages sent: 1
[2020-08-10 09:29:40,507] INFO in request_consumer: Average size of message: 160 bytes
[2020-08-10 09:29:40,508] INFO in request_consumer: Request done!
[2020-08-10 09:29:40,508] INFO in request_consumer: Received a request!
[2020-08-10 09:29:40,797] INFO in train_models: Splitting dataframe...
[2020-08-10 09:29:48,235] INFO in train_models: Training models...
[2020-08-10 09:30:49,917] INFO in train_models: Saving model...
[2020-08-10 09:30:52,221] INFO in train_models: Model saved!
[2020-08-10 09:30:52,248] INFO in train_models: Saving model metadata...
[2020-08-10 09:30:52,567] INFO in train_models: Model metadata saved...
[2020-08-10 09:30:52,582] INFO in train_models: Saving HTML...
[2020-08-10 09:30:52,597] INFO in train_models: Done!
[2020-08-10 09:30:52,598] DEBUG in request_consumer: Pushing result to RabbitMQ...
[2020-08-10 09:30:52,598] INFO in request_consumer: Done!
[2020-08-10 09:30:52,598] INFO in request_consumer: Number of messages sent: 1
[2020-08-10 09:30:52,599] INFO in request_consumer: Average size of message: 103 bytes
[2020-08-10 09:30:52,599] INFO in request_consumer: Request done!
[2020-08-10 09:30:52,599] INFO in request_consumer: Received a request!
[2020-08-10 09:30:53,367] INFO in candidate_sets: Fetching listens to get top artists...
[2020-08-10 09:30:53,380] INFO in candidate_sets: Fetching top artists...
[2020-08-10 09:30:53,455] INFO in candidate_sets: Preparing top artists candidate set...
[2020-08-10 09:30:53,489] INFO in candidate_sets: Fetching similar artists...
[2020-08-10 09:30:53,559] INFO in candidate_sets: Preparing similar artists candidate set...
[2020-08-10 09:30:53,587] INFO in candidate_sets: Saving candidate sets...
[2020-08-10 09:31:08,988] INFO in candidate_sets: Done!
[2020-08-10 09:31:20,802] INFO in candidate_sets: Saving HTML...
[2020-08-10 09:31:20,947] INFO in candidate_sets: Done!
[2020-08-10 09:31:20,954] DEBUG in request_consumer: Pushing result to RabbitMQ...
[2020-08-10 09:31:20,954] INFO in request_consumer: Done!
[2020-08-10 09:31:20,954] INFO in request_consumer: Number of messages sent: 1
[2020-08-10 09:31:20,954] INFO in request_consumer: Average size of message: 191 bytes
[2020-08-10 09:31:20,955] INFO in request_consumer: Request done!
[2020-08-10 09:31:20,955] INFO in request_consumer: Received a request!
[2020-08-10 09:31:21,224] INFO in recommend: Loading model...
[2020-08-10 09:31:23,574] INFO in recommend: Generating recommendations...
[2020-08-10 09:31:34,361] CRITICAL in recommend: Recommendations for shivam-kapila before scaling.
[['6fdd95d6-9837-4d95-91f4-b123d0696a2a', 0.188], ['9f54fa8c-1139-4955-90de-c62a653123de', 0.005], ['ee290191-cb41-4f93-8abe-cde0379d5237', 0.002]]
[2020-08-10 09:31:34,493] CRITICAL in recommend: Recommendations for shivam-kapila after scaling.
[['6fdd95d6-9837-4d95-91f4-b123d0696a2a', 0.594], ['9f54fa8c-1139-4955-90de-c62a653123de', 0.502], ['ee290191-cb41-4f93-8abe-cde0379d5237', 0.501]]
[2020-08-10 09:31:44,260] CRITICAL in recommend: Recommendations for shivam-kapila before scaling.
[['2199bf89-2583-4368-8f85-3b0bb8f994d4', 0.206], ['839a1658-53f7-4b2a-86d9-3e52d929d5a2', 0.171], ['bd61eda3-eb77-4634-ba66-4a084f7f8455', 0.162], ['ba172571-a0c9-4e75-855a-e4365ca33833', 0.151], ['b27b9bf4-08cc-43da-83fd-11665d5c159e', 0.15], ['032fe649-9177-48b0-9e14-08789a06bbc8', 0.143], ['87dede50-097f-4064-9a9b-bd4851363971', 0.143], ['67e56f33-5bbb-4cb1-8d73-e8eb23b9fcce', 0.135], ['3ac236fa-e4b1-46e3-80b4-0259c23ece2a', 0.118], ['3ac236fa-e4b1-46e3-80b4-0259c23ece2a', 0.118], ['5d6d204e-98fa-4512-9d0c-c74e6c6c3730', 0.11], ['57f83895-e579-43f2-8990-3a295dd76106', 0.104], ['c5213fce-009d-49f7-86fe-07267f374caf', 0.1], ['754448cc-ec96-44c7-bed5-db312aeee067', 0.099], ['2c7b7b44-4591-4e2f-b0d1-9a7ccc9b63b1', 0.099], ['08fbfa4d-51bc-4e5d-91af-7a7a591b8eaf', 0.098], ['9af29e71-e348-46ec-9390-a47f2fc5242b', 0.098], ['9565f6e4-851a-46a1-8411-aa8ecdd08846', 0.097], ['addfdc0b-3b36-48dc-8711-92f0f6afed75', 0.092], ['7fa37204-0d7c-4881-850f-d7562fde51f7', 0.089], ['c521ed14-31c3-4f2b-903f-86076fe3ed26', 0.085], ['7cd5cbda-c1fa-484a-b98a-7006b7eb986c', 0.081], ['4bde0cf9-068d-4ad9-9712-aae722b48702', 0.074], ['e9e25a94-a69b-4c50-ad33-a6c00a5df865', 0.07], ['57ff93f1-6d8e-47dc-b9ea-51921a17955e', 0.065], ['19fd2472-8fc1-4e8f-a614-0786259102a6', 0.062], ['9b288d1d-fc19-4565-b452-25afbff7610b', 0.059], ['78b34a39-86ff-43c0-88d3-18e697483a29', 0.058], ['b993af11-6b61-4e9a-9c3b-d5835c9cadc5', 0.058], ['eb5913a4-c8d6-4e1c-81e5-03fed0b6a8ee', 0.058], ['a2f5c85e-1006-4cef-a902-9a26a2979d04', 0.056], ['469fdcd4-8b4c-423a-9d19-f7a8f164423a', 0.052], ['74bdf044-4fbf-4e51-bb7a-a65d09dc4bc0', 0.049], ['1de47c9b-b24b-45f6-ab77-4a1ae95a4752', 0.047], ['37cbe987-d468-4aea-8888-f101bd9bad7f', 0.047], ['e8e2d45d-0067-4b9e-a007-da79824dc3d8', 0.042], ['a3cec223-4a95-423a-abbc-b8d8ddd5f499', 0.042], ['ffb66b8b-54d6-4877-8069-7fd5b2f8698f', 0.037], ['9b8016a7-2a45-4e47-98d6-ad1aa74e88e3', 0.032], ['9b8016a7-2a45-4e47-98d6-ad1aa74e88e3', 0.032], ['24266234-d128-4ca0-8a1a-c61f92c447c1', 0.032], ['4eb1b584-80be-493e-953e-a0c65c120b34', 0.031], ['26134a4d-3181-42f5-9057-03d0940a8962', 0.03], ['54adc6e3-5d7f-4808-bdb6-ab7f3bf154ca', 0.029], ['9663bcb0-d995-4f99-8bcf-84ba52d3393a', 0.029], ['3a0de278-90f7-494b-b35d-69162b03bacc', 0.028], ['6ed30ce5-9999-4cee-ae2d-d9c1c590bde9', 0.028], ['2a22de07-3261-4318-a02e-0f6e56629df1', 0.027], ['8c58a332-21d2-4b15-bd21-72a53ab76a87', 0.026], ['97ab1b6a-162e-4251-b8d5-a60eba9aae3c', 0.024], ['08c8a07e-bd20-4e0e-9691-ac55f5d04548', 0.023], ['beb3b5dd-fe9e-4c3e-a343-c7ea0df3f045', 0.023], ['a7d56b31-5348-468a-9ba2-0e26bdc7e873', 0.023], ['78cafb23-9653-4b92-9243-b96043c64974', 0.022], ['b89cf477-22c2-4630-8974-dad304c771d6', 0.021], ['f141a7af-d8d0-4b85-b112-f397267563f5', 0.02], ['bc7d3294-1ee6-46be-8d0c-e1cb06c6a200', 0.02], ['18fa0ef4-f787-4c6e-a2ee-99f0049363b4', 0.019], ['0465514b-5208-4bce-9cb5-7e30f3611d4c', 0.018], ['078bb30b-5209-4523-8217-249726764717', 0.017], ['274cbae3-2860-4be6-a4c2-6a3851a69182', 0.017], ['e2af27ee-27f5-452a-8eb5-2a108ee4522b', 0.015], ['c285da07-5111-4381-8c81-ac81679f9a4d', 0.015], ['cda33013-9d08-4227-a3f1-2281e04313d1', 0.014], ['d0eca8df-347a-4fe0-b464-5fe441d86a02', 0.013], ['8ebafa76-539a-4691-8126-4300f7027a39', 0.012], ['fcff6799-9d72-4303-ad51-c359d68a7c57', 0.011], ['e09454ae-fe8b-4350-8a29-01bc2c1915c4', 0.011], ['1c0ef075-d5ab-4591-8600-f7dce404064f', 0.011], ['80b82002-46c4-46e6-ba8f-a7ae9c56f8ac', 0.011], ['16d2349b-95d2-4303-8279-de66971ea118', 0.009], ['452f6f18-18ee-463d-9fd7-4fe22c2243d1', 0.009], ['4c4bc376-a491-494d-8306-8f05021f2c63', 0.009], ['f36100f2-c905-423e-aa6b-ae583d96e9d4', 0.009], ['f36100f2-c905-423e-aa6b-ae583d96e9d4', 0.009], ['f78d0c6e-b927-4bd0-bbec-39d5da1c14ca', 0.008], ['5e44032d-657b-4cd2-a81c-e9705bd80d54', 0.008], ['4d3a2450-342b-4f85-b319-cb82bc17fc94', 0.007], ['e958a6f3-5b22-42d5-ac3f-10d21052c4bc', 0.007], ['6ce588c1-f43e-4100-a93c-9d3930215f70', 0.006], ['9d563e25-1446-41d1-b58b-b47179a3e279', 0.005], ['9c825b7d-138e-4928-b061-ea55db1f9b7b', 0.005], ['8bbdf6b6-055e-4ffb-b638-50d5d9e5bd85', 0.004], ['c7f87e6d-68e0-4f8d-9276-d29a262cddda', 0.003], ['074e1151-a0e1-4a51-aeba-438eb3a8a6ce', 0.003], ['8e059d7f-c238-41f3-8be5-febc67dc0475', 0.002], ['655d66b0-a1ba-4c6d-b149-77652fe550ae', 0.002], ['16a7e090-bc0b-4f85-9e78-d346f946e53a', 0.002], ['712cd3f6-a23c-447a-a8ae-485c4f56f01b', 0.002], ['c3c25d9b-6230-48ab-9391-870a6546a942', 0.001], ['28ec1589-e639-4151-b0b6-acf4fd00ca98', 0.001], ['1dbb2909-3c08-470a-a68f-ca7b8e104764', 0.0], ['2be4a21b-f429-45f9-bb64-a15fe837a6e3', 0.0], ['459c91ca-35ab-46fb-bf61-ab3c3256514d', -0.004], ['21922813-3146-4ebc-98d7-dd7d4e349deb', -0.005], ['b840022c-e53b-4085-8de7-66f9f2eb1c0b', -0.005], ['81272250-1517-4486-a9ae-5cb2b425eed1', -0.005], ['a950016c-fb11-4331-955e-3e127af84020', -0.006], ['15ac7833-52be-4e9e-bdc7-483447ac606e', -0.006], ['b1f72137-14ac-4cde-83d3-0438b9008afe', -0.008]]
[2020-08-10 09:31:44,264] CRITICAL in recommend: Recommendations for shivam-kapila after scaling.
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[2020-08-10 09:32:01,327] CRITICAL in recommend: Recommendations for rob before scaling.
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[2020-08-10 09:32:01,330] CRITICAL in recommend: Recommendations for rob after scaling.
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[2020-08-10 09:32:18,901] CRITICAL in recommend: Recommendations for rob before scaling.
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[2020-08-10 09:32:18,904] CRITICAL in recommend: Recommendations for rob after scaling.
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[2020-08-10 09:32:18,907] INFO in recommend: Recommendations Generated!
[2020-08-10 09:32:18,908] ERROR in recommend: The following ratings are beyond the expected range i.e rating > 1 or rating < -1:
[1.126]
[2020-08-10 09:32:18,913] DEBUG in request_consumer: Pushing result to RabbitMQ...
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