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View Code? Open in Web Editor NEWCode used to construct the data ETL pipelines between the various data sources required for the CLESSN and the datamarts providing datasets needed for research or visualization.
Code used to construct the data ETL pipelines between the various data sources required for the CLESSN and the datamarts providing datasets needed for research or visualization.
Is it possible that the scraper for Toronto Star scraper scrapes the GTA's headline & frontpage instead of the general headline & frontpage? When I visit the Toronto Star's webpage, the headline/frontpage that appear are not the same ones as in Radar+. I currently see "STAR INVESTIGATION: Ontario’s top pathologist was accused of abusing his power. Now, judges say the bitter dispute never should have made it to their court" as the first article on the Toronto Star's webpage. On the other hand, "Man wanted after woman sexually assaulted on Toronto walking trail" is the current headline/frontpage as per Radar+. It only appears further down the page as the main element in the "GTA" section.
Radar+ headline: https://clhub.clessn.cloud/admin/core/lake/57273/change/
Radar+ frontpage: https://clhub.clessn.cloud/admin/core/lake/57272/change/
Please let me know if I should separate this issue in three issues. The pattern I noticed is exactly the same.
I do not know if this is specific to the Toronto Star or a more general problem.
In four instances (one of which will instead be discussed in a separate issue because there are other challenges), I find there are two or more headline Hublot elements for the same frontpage. Interestingly, some of these headlines do include duplicates, and some frontpages in the past day were associated with only one headline as they should, so the issue does not happen all the time. The headline elements associated with the same frontpage have only a few differences with each other: (1) the hashed_html is different; (2) timestamps are different and non-overlapping (but, collectively, they do match with the frontpage); (3) the lake item's final numbers are different.
Instance #1:
Instance #2:
Instance #3:
Screenshots from instance #3 only (since the pattern is very similar for instances #1 and #2; happy to add more screenshots if needed):
La modification de 10h56 de cet article n'a pas été enregistrée dans le lac.
https://www.ledevoir.com/politique/quebec/791147/quebec-offrira-des-bourses-de-12-000-aux-aspirants-prepose-aux-beneficiaires
Le headline de TVA à partir de 15h31 hier ne se duplique pas toujours, pourtant ça reste la même nouvelle.
On enregistre deux fois un article identique à 10 min d'intervalle.
https://www.journaldemontreal.com/2023/05/15/incendie-a-laval--les-enfants-criaient-pour-quon-les-sorte-du-feu
https://clhub.clessn.cloud/admin/core/lake/57110/change/?_changelist_filters=p%3D2
https://clhub.clessn.cloud/admin/core/lake/57109/change/?_changelist_filters=p%3D2
Trying to use the twint package for twitter scraping.
https://clhub.clessn.cloud/admin/core/lake/56167/change/
Il y a une modification qui a été enregistrée à 14h 11, mais elle a eut lieu à 13h38.
L'extracteur change les headlines, mais ils ne s'affichent pas sur Hublot...
À certains moments le 14 mai, le headline ne se duplique plus, mais il reste le même.
https://clhub.clessn.cloud/admin/core/lake/56394/change/
https://clhub.clessn.cloud/admin/core/lake/56395/change/
Également, il semble que ce même article ait été dupliqué, mais le code détecte une modification.
https://clhub.clessn.cloud/admin/core/lake/56394/change/
As explained in issue #39 some Radar+ Hublot frontpage elements are associated with two or more headline elements. This is the case for this story, but there are two additional issues.
Screenshots of frontpage 1, frontpage 2, headline 4 and headline 5 (this is where the title transition happens):
Yesterday at 1:51 p.m. no scraping occurred for the TorStar. It instead occurred 2 min later, at 1:53. Not a big issue but just wanted to flag this for both the headline and frontpage. Headline: https://clhub.clessn.cloud/admin/core/lake/56980/change/?_changelist_filters=p%3D3. Frontpage: https://clhub.clessn.cloud/admin/core/lake/56979/change/?_changelist_filters=p%3D3.
Looking at the channel 77x_clessn-blend-radar-plus, it seems the Slack channel was updated even later (1:54) and the issue also happened at 2:03 (2 min late) and 2:12 (1 min late).
This issue affects both the frontpage (https://clhub.clessn.cloud/admin/core/lake/55761/change/?_changelist_filters=p%3D2%26path%3Dradarplus%252Ffrontpage) and the headline (https://clhub.clessn.cloud/admin/core/lake/55762/change/?_changelist_filters=p%3D3%26path%3Dradarplus%252Fheadline) of a Radar+ Hublot element. The start_timestamp is 2023-05-11, 13:53 while the end_timestamp is 2023-05-11, 9:55. So the timestamp "ends before it starts." The issue could either be with the start_timestamp, end_timestamp or both.
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