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Microsoft News Dataset
considering full train data, threre were 101526 news records in the file news.tsv, but the unique num of title were only 98387.
首先,感谢您们在研究上的伟大贡献
想要请教,我如何从 behaviors.tsv 当中,提取出groundtruth,并验证推荐演算法的各项指标。
我的程式码是参考自:
https://github.com/msnews/MIND/blob/master/evaluate.py
从程式码看起来可以得到一个名为truth.txt的档案,但我不知道该如何取得。
或是有其他更好的做法,也烦请多多指导和指教
非常感谢协助!
Hi, I want to obtain news that is not in the MIND dataset, for data augmentation. What is the correct way to get a large number of news url?
can you share the test dataset?
or can I have a late submission for this competition? https://competitions.codalab.org/competitions/24122
thanks.
Hi,
I am currently trying to download the MIND Dataset, but the Storage Account which should provide the datasets does not allow public access. Wild guess — this seems to be a result of the recent CrowdStrike outage.
I'll attach an example of the error message which does occur on any of the download links:
$ curl https://mind201910small.blob.core.windows.net/release/MINDsmall_train.zip
<?xml version="1.0" encoding="utf-8"?><Error><Code>PublicAccessNotPermitted</Code><Message>Public access is not permitted on this storage account.
RequestId:2a55c6b5-401e-004d-0626-df374d000000
Time:2024-07-26T06:36:31.8660488Z</Message></Error>%
Would it be possible to change this setting?
Thanks in advance!
This is Ying from MS News :)
hi, thanks to your crawler script.
I did run your code.
but, i having some problem with code
"with open(os.environ["MIND_NEWS_PATH"], 'r') as f:"
error message was this
"raise KeyError(key) from None
KeyError: 'MIND_NEWS_PATH'"
is it caused by path?
then i need your computer "MIND_NEWS_PATH" path?
I get the following error while trying to create the conda environment using the yaml file.
Collecting package metadata (repodata.json): done
Solving environment: failed
ResolvePackageNotFound:
Could you share the real label of impression in the test set? So that we can evaluate by ourselves.
In dataset MIND-small (downloaded from https://msnews.github.io/), it seems that at least the following entities from news.tsv
is missing in entity_embedding.vec
(in both training set and validation set).
['Q1088533',
'Q1101080',
'Q12618419',
'Q1268659',
'Q1274953',
'Q13479957',
'Q1369657',
'Q1433118',
'Q14641401',
'Q1518821',
'Q15957025',
'Q1618101',
'Q16941365',
'Q16971395',
'Q16974590',
'Q17005981',
'Q17075762',
'Q17157233',
'Q1759320',
'Q18206822',
'Q1830767',
'Q1974060',
'Q1985787',
'Q19876954',
'Q2213191',
'Q22909405',
'Q22953685',
'Q23016498',
'Q24963455',
'Q25098896',
'Q2914964',
'Q2920489',
'Q3115816',
'Q3309248',
'Q3560381',
'Q3642692',
'Q3988',
'Q43078954',
'Q47195',
'Q4870032',
'Q48834885',
'Q5161167',
'Q5223107',
'Q5255734',
'Q5433004',
'Q5504038',
'Q55604490',
'Q5571889',
'Q55956059',
'Q56248373',
'Q56276162',
'Q56315722',
'Q5643122',
'Q5956375',
'Q59608476',
'Q60745527',
'Q60756198',
'Q60767275',
'Q6148929',
'Q6322233',
'Q6774029',
'Q6815811',
'Q6841333',
'Q6972751',
'Q6988097',
'Q7061735',
'Q7090844',
'Q7098673',
'Q7158944',
'Q7233544',
'Q724143',
'Q7246726',
'Q7250831',
'Q7305326',
'Q7316299',
'Q7381085',
'Q7389710',
'Q7732041',
'Q7784916',
'Q7826008',
'Q7845560',
'Q7883884',
'Q8023958',
'Q8026356']
Take Q1088533
for example, I opened the four files (news.tsv
, entity_embedding.vec
in training and validation set) and did a global search. But it was not found in entity_embedding.vec
.
There are about 50,000 urls with 503 errors that fail to get the body. I tried it many times on different servers. I'm afraid those pages are no longer available. Are there any other ways to access these pages?
Thx : )
Part of the log is as follows:
2020-10-22 07:25:22 [scrapy.core.engine] DEBUG: Crawled (503) <GET https://assets.msn.com/labs/mind/AAJXRIf.html> (referer: None)
2020-10-22 07:25:22 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <503 https://assets.msn.com/labs/mind/AAJhftY.html>: HTTP status code is not handled or not allowed
2020-10-22 07:25:22 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <503 https://assets.msn.com/labs/mind/AAJSZ1k.html>: HTTP status code is not handled or not allowed
2020-10-22 07:25:22 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <503 https://assets.msn.com/labs/mind/AAIVDlM.html>: HTTP status code is not handled or not allowed
2020-10-22 07:25:22 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <503 https://assets.msn.com/labs/mind/AAJXRIf.html>: HTTP status code is not handled or not allowed
2020-10-22 07:25:23 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAIDhqf.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:23 [scrapy.downloadermiddlewares.retry] ERROR: Gave up retrying <GET https://assets.msn.com/labs/mind/AAJ2VwG.html> (failed 3 times): 503 Service Unavailable
2020-10-22 07:25:23 [scrapy.core.engine] DEBUG: Crawled (503) <GET https://assets.msn.com/labs/mind/AAJ2VwG.html> (referer: None)
2020-10-22 07:25:23 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJ74bz.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:23 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <503 https://assets.msn.com/labs/mind/AAJ2VwG.html>: HTTP status code is not handled or not allowed
2020-10-22 07:25:23 [scrapy.downloadermiddlewares.retry] ERROR: Gave up retrying <GET https://assets.msn.com/labs/mind/AAIJD0a.html> (failed 3 times): 503 Service Unavailable
2020-10-22 07:25:23 [scrapy.core.engine] DEBUG: Crawled (503) <GET https://assets.msn.com/labs/mind/AAIJD0a.html> (referer: None)
2020-10-22 07:25:23 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <503 https://assets.msn.com/labs/mind/AAIJD0a.html>: HTTP status code is not handled or not allowed
2020-10-22 07:25:23 [scrapy.downloadermiddlewares.retry] ERROR: Gave up retrying <GET https://assets.msn.com/labs/mind/AAJ74Fs.html> (failed 3 times): 503 Service Unavailable
2020-10-22 07:25:23 [scrapy.core.engine] DEBUG: Crawled (503) <GET https://assets.msn.com/labs/mind/AAJ74Fs.html> (referer: None)
2020-10-22 07:25:23 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAIP2NI.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:24 [scrapy.downloadermiddlewares.retry] ERROR: Gave up retrying <GET https://assets.msn.com/labs/mind/AAIJDGD.html> (failed 3 times): 503 Service Unavailable
2020-10-22 07:25:24 [scrapy.core.engine] DEBUG: Crawled (503) <GET https://assets.msn.com/labs/mind/AAIJDGD.html> (referer: None)
2020-10-22 07:25:24 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJBRTs.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:24 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <503 https://assets.msn.com/labs/mind/AAJ74Fs.html>: HTTP status code is not handled or not allowed
2020-10-22 07:25:24 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <503 https://assets.msn.com/labs/mind/AAIJDGD.html>: HTTP status code is not handled or not allowed
2020-10-22 07:25:24 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJmVXT.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:25 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAIJEks.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:25 [scrapy.downloadermiddlewares.retry] ERROR: Gave up retrying <GET https://assets.msn.com/labs/mind/AAJSZ5I.html> (failed 3 times): 503 Service Unavailable
2020-10-22 07:25:25 [scrapy.core.engine] DEBUG: Crawled (503) <GET https://assets.msn.com/labs/mind/AAJSZ5I.html> (referer: None)
2020-10-22 07:25:25 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <503 https://assets.msn.com/labs/mind/AAJSZ5I.html>: HTTP status code is not handled or not allowed
2020-10-22 07:25:25 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJyI9B.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:25 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJmVYC.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:25 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJXRX7.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:25 [scrapy.downloadermiddlewares.retry] ERROR: Gave up retrying <GET https://assets.msn.com/labs/mind/AAJyI1B.html> (failed 3 times): 503 Service Unavailable
2020-10-22 07:25:25 [scrapy.core.engine] DEBUG: Crawled (503) <GET https://assets.msn.com/labs/mind/AAJyI1B.html> (referer: None)
2020-10-22 07:25:25 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAIVDyW.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:25 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <503 https://assets.msn.com/labs/mind/AAJyI1B.html>: HTTP status code is not handled or not allowed
2020-10-22 07:25:26 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJhgac.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:26 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAIVE03.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:26 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJtewR.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:26 [scrapy.downloadermiddlewares.retry] ERROR: Gave up retrying <GET https://assets.msn.com/labs/mind/AAJ74aR.html> (failed 3 times): 503 Service Unavailable
2020-10-22 07:25:26 [scrapy.core.engine] DEBUG: Crawled (503) <GET https://assets.msn.com/labs/mind/AAJ74aR.html> (referer: None)
2020-10-22 07:25:26 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAIP2Ub.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:27 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <503 https://assets.msn.com/labs/mind/AAJ74aR.html>: HTTP status code is not handled or not allowed
2020-10-22 07:25:27 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJb3NF.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:27 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJmVfa.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:27 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJXRcB.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:27 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJtf1W.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:28 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJmVgq.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:28 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJBRoU.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:28 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJ2WTB.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:28 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJyIJ6.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:28 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJMhce.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:28 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJ2WWw.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:28 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAIP2cL.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:29 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAIDhqf.html> (failed 2 times): 503 Service Unavailable
2020-10-22 07:25:29 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAIZK72.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:29 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJ74bz.html> (failed 2 times): 503 Service Unavailable
2020-10-22 07:25:29 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJMhdb.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:30 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAIJPvD.html> (failed 1 times): 503 Service Unavailable
2020-10-22 07:25:30 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAIP2NI.html> (failed 2 times): 503 Service Unavailable
2020-10-22 07:25:30 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://assets.msn.com/labs/mind/AAJBRTs.html> (failed 2 times): 503 Service Unavailable
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