JAllemandou added a comment.

  Some more info on this aspect: I have done a quick analysis over September 
queries today and found that my assumption that long queries were made by users 
from UI is wrong.
  
  First, total numbers of request and sum of query-time split by queries taking 
more than 1s or less:
  
    +-------+---------+-----------+
    |more_1s|requests |query_time |
    +-------+---------+-----------+
    |false  |160185762|11285161245|
    |true   |2757758  |22233005459|
    +-------+---------+-----------+
  
  The proportions of number of queries per time classes are the same whether a 
referer is present (expected UI) or not (expected bot).
  
    +-----------+----------------+---------+-----------+
    |has_referer|query_time_class|count    |query_time |
    +-----------+----------------+---------+-----------+
    |false      |1_less_10ms     |8613461  |43244699   |
    |false      |2_10ms_to_100ms |118036102|3382186064 |
    |false      |3_100ms_to_1s   |28377288 |7058252741 |
    |false      |4_1s_to_10s     |1815394  |6081683264 |
    |false      |5_more_10s      |591957   |14313410554|
    |true       |1_less_10ms     |24329    |133314     |
    |true       |2_10ms_to_100ms |3123534  |140796917  |
    |true       |3_100ms_to_1s   |2011048  |660547510  |
    |true       |4_1s_to_10s     |310037   |800937814  |
    |true       |5_more_10s      |40370    |1036973827 |
    +-----------+----------------+---------+-----------+
  
  Below are some information on the top-100 user-agents/referer making most 
requests with duration greatest than 1s:
  
    
+---------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------+----------------+------------------+----------------+------------------+
    |user_agent                                                                 
                                                                  |referer      
                        
|requests_more_1s|query_time_more_1s|requests_less_1s|query_time_less_1s|
    
+---------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------+----------------+------------------+----------------+------------------+
    |ChemAxon-Marvin/20.15.0                                                    
                                                                  |null         
                        |209930          |1816992218        |0               |0 
                |
    |SAP/1.0                                                                    
                                                                  |null         
                        |143198          |248447172         |5100562         
|1834622022        |
    |okhttp/4.0.0-alpha02                                                       
                                                                  |null         
                        |128509          |552415825         |2967            
|679104            |
    |Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_5) AppleWebKit/537.36 
(KHTML\, like Gecko) Chrome/50.0.2661.102 Safari/537.36                   |null 
                                |114446          |467381034         |5899288    
     |441228641         |
    |commonscat_copy_from_P373 Pywikibot/3.1.dev0 (g6) requests/2.22.0 
Python/2.7.13.final.0                                                      
|null                                 |99342           |404639751         |5907 
           |4823011           |
    |sparqlwrapper 1.8.2 (rdflib.github.io/sparqlwrapper)                       
                                                                  |null         
                        |86830           |2843969537        |289618          
|45768268          |
    |Apache-HttpClient/4.5.10 (Java/1.8.0_242)                                  
                                                                  |null         
                        |70949           |1331327131        |3127            
|2242093           |
    |bbw-bot                                                                    
                                                                  |null         
                        |68936           |292089223         |1957742         
|234481876         |
    |MyCoolTool/0.1 dlworb1...@yonsei.ac.kr                                     
                                                                  |null         
                        |52715           |149532780         |275170          
|34374373          |
    |python-requests/2.24.0                                                     
                                                                  |null         
                        |49917           |458021897         |364755          
|33714974          |
    |Drupal (+http://drupal.org/)                                               
                                                                  |null         
                        |48584           |121073196         |1064339         
|147238383         |
    |@kartotherian/geoshapes/1.1.2-wmf.0 (https://mediawiki.org/Maps)           
                                                                  |null         
                        |41760           |215390636         |475774          
|128305673         |
    |python-requests/2.21.0                                                     
                                                                  |null         
                        |34603           |387626287         |209090          
|34216920          |
    |Python/vita (+https://suggap.com)                                          
                                                                  |null         
                        |32866           |49728342          |4615922         
|762279738         |
    |hauki (https://tools.wmflabs.org/hauki; ali...@fagerving.se) 
python-requests/2.21.0                                                          
|null                                 |28580           |189414718         
|92521           |14721648          |
    |ChemAxon-Marvin/20.17.0                                                    
                                                                  |null         
                        |27756           |324795611         |0               |0 
                |
    |ChicoBot Test agent                                                        
                                                                  |null         
                        |26828           |60242977          |4288061         
|550297847         |
    |pers_update Pywikibot/3.1.dev0 (-1 (unknown)) requests/2.19.1 
Python/3.7.0.final.0                                                           
|null                                 |26130           |256430860         |0    
           |0                 |
    |NOS-Wikidata-Enricher-bot/0.5.1 (alexandre.carva...@parceiros.nos.pt) 
node-fetch-with-proxy/0.1.2                                            |null    
                             |25315           |67531382          |1223988       
  |302777392         |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML\, like 
Gecko) Chrome/79.0.3945.88 Safari/537.36                          |null         
                        |23988           |68155568          |76              
|6579              |
    |Chrome                                                                     
                                                                  
|https://query.wikidata.org/          |23543           |70863364          
|13518           |6094006           |
    |C++ WikiAPI                                                                
                                                                  |null         
                        |22286           |181332220         |61106           
|16271833          |
    |Toolforge - legacy code                                                    
                                                                  |null         
                        |21706           |119046262         |1093947         
|78807958          |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML\, like 
Gecko) Chrome/73.0.3683.103 Safari/537.36                         
|https://query.wikidata.org/          |20862           |72585466          
|1667806         |160719635         |
    |prefer Pywikibot/3.1.dev0 (g12567) requests/2.21.0 Python/3.5.3.final.0    
                                                                  |null         
                        |20158           |128562631         |15720           
|5852920           |
    |RestSharp/106.6.10.0                                                       
                                                                  |null         
                        |19050           |177242545         |144             
|125079            |
    |Sockets from free hosting account if abused please report to 
respo...@ifastnet.com with the ip address of the server connections are going 
TO|null                                 |18514           |168573523         |0  
             |0                 |
    |libcurl/7.68.0 r-curl/4.3 httr/1.4.2                                       
                                                                  |null         
                        |18240           |43325076          |25536           
|854676            |
    |descripciones Pywikibot/3.1.dev0 (-1 (unknown)) requests/2.19.1 
Python/3.7.0.final.0                                                         
|null                                 |17324           |45140218          
|142983          |43316480          |
    |WDQS-example Python/3.6                                                    
                                                                  |null         
                        |14764           |67966642          |1498670         
|48097146          |
    |TaxonBot/1.0                                                               
                                                                  |null         
                        |14556           |71356033          |128785          
|32021301          |
    |sparqlwrapper 1.8.5 (rdflib.github.io/sparqlwrapper)                       
                                                                  |null         
                        |11900           |108125583         |1974605         
|110042533         |
    |pages_processor Pywikibot/3.1.dev0 (-1 (unknown)) requests/2.23.0 
Python/3.5.3.final.0                                                       
|null                                 |11859           |75438705          
|19265           |4686168           |
    |new3 Pywikibot/3.1.dev0 (g7939) requests/2.21.0 Python/3.5.3.final.0       
                                                                  |null         
                        |11750           |31170186          |162936          
|23802647          |
    |Ruby SPARQL::Client/3.1.0                                                  
                                                                  |null         
                        |11323           |55954076          |439713          
|41453405          |
    |Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.11 (KHTML\, like Gecko) 
Chrome/23.0.1271.64 Safari/537.11                                    |null      
                           |10962           |52026459          |290564          
|52478878          |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:80.0) Gecko/20100101 
Firefox/80.0                                                               
|https://query.wikidata.org/          |10723           |78108472          
|47406           |12266791          |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:80.0) Gecko/20100101 
Firefox/80.0                                                               
|https://fr.wiktionary.org/           |10559           |101901873         |1    
           |759               |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML\, like 
Gecko) Chrome/85.0.4183.102 Safari/537.36                         
|https://query.wikidata.org/          |10312           |88721330          
|63329           |14632348          |
    |simbadbot/0.1 (https://www.wikidata.org/wiki/User:Ghuron)                  
                                                                  |null         
                        |9962            |231662013         |106             
|72863             |
    |OpenMapTiles OSM name resolver 
5.2.0(https://github.com/openmaptiles/openmaptiles)                             
                              |null                                 |9917       
     |18693583          |6968            |3546943           |
    |Python/3.7 aiohttp/3.6.2                                                   
                                                                  |null         
                        |9610            |134249956         |681073          
|67962609          |
    |Mozilla/5.0 (compatible; Google-Apps-Script; beanserver; 
+https://script.google.com; id: UAEmdDd_HBTqPOXeoeIuziRB3UkXGizS0-g)            
    |null                                 |9506            |327207415         
|0               |0                 |
    |python-requests/2.22.0                                                     
                                                                  |null         
                        |9459            |79727366          |1829866         
|117007183         |
    |Go-http-client/2.0                                                         
                                                                  |null         
                        |9151            |34421237          |228632          
|17675041          |
    |ad...@justinmaltais.com                                                    
                                                                  |null         
                        |9086            |24709451          |3524048         
|273894180         |
    |python-requests/2.23.0                                                     
                                                                  |null         
                        |8968            |111086510         |315680          
|18095184          |
    |Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.12 (KHTML\, like Gecko) 
Chrome/40.0.1271.64 Safari/537.12                                    |null      
                           |8856            |50185413          |805156          
|82269062          |
    |Needle/0.9.2 (Node.js v8.11.1; linux x64)                                  
                                                                  |null         
                        |7719            |212611599         |528999          
|18197496          |
    |2020-04 Pywikibot/3.1.dev0 (-1 (unknown)) requests/2.21.0 
Python/3.6.8.final.0                                                            
   |null                                 |7298            |54033213          
|4285012         |282547548         |
    |ChemAxon-Marvin/20.20.0                                                    
                                                                  |null         
                        |6797            |45234838          |0               |0 
                |
    |WDQS-example Python/3.7                                                    
                                                                  |null         
                        |6745            |32044158          |2353569         
|74414295          |
    |reqwest/0.9.17                                                             
                                                                  |null         
                        |6707            |144739624         |33              
|26906             |
    |Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:80.0) Gecko/20100101 
Firefox/80.0                                                                 
|https://query.wikidata.org/          |6477            |43525056          
|45545           |9230591           |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML\, like 
Gecko) Chrome/85.0.4183.83 Safari/537.36                          
|https://query.wikidata.org/          |6311            |56655015          
|38411           |7104118           |
    |got (https://github.com/sindresorhus/got)                                  
                                                                  |null         
                        |5824            |53693478          |266428          
|13596394          |
    |python                                                                     
                                                                  |null         
                        |5708            |28203981          |3064            
|386820            |
    |node-fetch/1.0 (+https://github.com/bitinn/node-fetch)                     
                                                                  |null         
                        |5698            |32477521          |69937           
|6949803           |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML\, like 
Gecko) Chrome/80.0.3987.132 Safari/537.36                         |null         
                        |5610            |74486886          |2413            
|248270            |
    |LaylaAiBot/0.1 (https://johnpaulvaughan.github.io/layla/; 
johnpaulvaug...@hotmail.com)                                                    
   |null                                 |5408            |20445320          
|11601268        |328061428         |
    |Mozilla/5.0 (compatible; Google-Apps-Script; beanserver; 
+https://script.google.com; id: UAEmdDd8HGcZkAiLOXmpegWJ-hkdGtFyS5g)            
    |null                                 |5329            |15264833          
|57              |49223             |
    |python-requests/2.20.1                                                     
                                                                  |null         
                        |5010            |88763315          |37              
|12706             |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML\, like 
Gecko) Chrome/85.0.4183.121 Safari/537.36                         
|https://query.wikidata.org/          |4807            |44660702          
|27389           |5917205           |
    |WDQS-example Python/3.8                                                    
                                                                  |null         
                        |4725            |21343632          |1401892         
|68247117          |
    |Toolforge - mix-n-match                                                    
                                                                  |null         
                        |4699            |19556218          |11234347        
|381320844         |
    |recently_deceased Pywikibot/3.1.dev0 (-1 (unknown)) requests/2.19.1 
Python/3.7.0.final.0                                                     |null  
                               |4577            |28594706          |0           
    |0                 |
    |ChemAxon-Marvin/20.11.0                                                    
                                                                  |null         
                        |4434            |35330168          |0               |0 
                |
    |User-Agent:test/1.0 (https://test.test; t...@test.org) 
UsedBaseLibrary/1.0.0                                                           
      |null                                 |4420            |185805916         
|31801           |1725480           |
    |Inquire/1.4.4 (com.tamper.Curiosity; build:871; iOS 14.0.0) 
Alamofire/4.9.1                                                                 
 |null                                 |4392            |19598004          
|3348            |1534146           |
    |sparqlwrapper 1.8.4 (rdflib.github.io/sparqlwrapper)                       
                                                                  |null         
                        |4363            |134216393         |55583           
|3673910           |
    |Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML\, like 
Gecko) Chrome/75.0.3770.100 Safari/537.36                          |null        
                         |4268            |5930321           |370396          
|13825351          |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML\, like 
Gecko) Chrome/84.0.4147.135 Safari/537.36                         
|https://query.wikidata.org/          |4239            |21430712          
|29809           |5907540           |
    |Apache-HttpClient/4.5.12 (Java/1.8.0_202)                                  
                                                                  |null         
                        |4228            |53038800          |235             
|53087             |
    |okhttp/4.2.0                                                               
                                                                  |null         
                        |4181            |9987597           |6723            
|3018748           |
    |Python-urllib/3.5                                                          
                                                                  |null         
                        |4011            |11163383          |13362           
|7076039           |
    |curl/7.65.0                                                                
                                                                  |null         
                        |3976            |63798455          |1466            
|620960            |
    |commonscat_move_from_P910 Pywikibot/3.1.dev0 (g6) requests/2.22.0 
Python/2.7.13.final.0                                                      
|null                                 |3976            |13628170          |2033 
           |1632196           |
    |Inquire/1.4.3 (com.tamper.Curiosity; build:870; iOS 13.6.1) 
Alamofire/4.9.1                                                                 
 |null                                 |3891            |15457407          
|4004            |1724857           |
    |n...@news360.com OB-bot/1.0                                                
                                                                   |null        
                         |3890            |18611665          |697             
|436577            |
    |Twisted PageGetter                                                         
                                                                  |null         
                        |3883            |60439026          |11924503        
|185350492         |
    |covid-19-open-data/0.0 (linux-gnu)                                         
                                                                  |null         
                        |3853            |5521084           |17893489        
|453825510         |
    |PLbot: [[ Wikidata:Database reports/Humans with missing claims]]           
                                                                  |null         
                        |3784            |25484240          |18082           
|3734897           |
    |MBHbot                                                                     
                                                                  |null         
                        |3772            |39298498          |467             
|111267            |
    |Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/5.0)            
                                                                  |null         
                        |3680            |33812478          |3937            
|218718            |
    |PLnode                                                                     
                                                                  |null         
                        |3646            |12793487          |178593          
|13297814          |
    |Wolfram HTTPClient 11.3                                                    
                                                                  |null         
                        |3574            |24986061          |52736           
|8715045           |
    |wle2020-wmse-map/0.1.0(karl.wettin+...@wikimedia.se)                       
                                                                  |null         
                        |3509            |6023848           |13603           
|6657041           |
    |app Pywikibot/3.1.dev0 (-1 (unknown)) requests/2.24.0 Python/3.6.8.final.0 
                                                                  |null         
                        |3508            |6733242           |199727          
|24522721          |
    |ChemAxon-Marvin/18.13.0                                                    
                                                                  |null         
                        |3466            |30963797          |1               
|924               |
    |Toolforge - wikidata-todo                                                  
                                                                  |null         
                        |3456            |22143007          |97023           
|8144124           |
    |Mozilla/5.0 (Windows NT 6.1; WOW64; rv:35.0) Gecko/20100101 Firefox/35.0   
                                                                  |null         
                        |3404            |8476841           |65128           
|5434962           |
    |WDQS Python/3.7                                                            
                                                                  |null         
                        |3404            |17762938          |29022           
|7447662           |
    |python-requests - http://osmose.openstreetmap.fr                           
                                                                  |null         
                        |3316            |8214349           |48              
|42187             |
    |Apache-Jena-ARQ/3.12.0                                                     
                                                                  |null         
                        |3273            |5587995           |72220           
|8969698           |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML\, like 
Gecko) Chrome/85.0.4183.102 Safari/537.36                         
|https://fr.wiktionary.org/           |3176            |33227183          |0    
           |0                 |
    |Inkbot/0.1 (www.customink.com) Ruby/0.1                                    
                                                                  |null         
                        |3120            |12317430          |520994          
|16466122          |
    |EssiellLoadData/1.0 python-requests/2.21.0                                 
                                                                  |null         
                        |3111            |9372442           |18143           
|3874138           |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML\, like 
Gecko) Chrome/74.0.3729.169 Safari/537.36                         |null         
                        |3092            |6514061           |896234          
|105666490         |
    |Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML\, like 
Gecko) Chrome/85.0.4183.102 Safari/537.36                         
|https://query.wikidata.org/embed.html|3082            |16494191          |8496 
           |2687395           |
    |Jakarta Commons-HttpClient/3.1                                             
                                                                  |null         
                        |3082            |14465120          |204364          
|24081155          |
    
+---------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------+----------------+------------------+----------------+------------------+
  
  It is interesting to notice that some of those user-agents/referer make a lot 
of fast requests as well !

TASK DETAIL
  https://phabricator.wikimedia.org/T261841

EMAIL PREFERENCES
  https://phabricator.wikimedia.org/settings/panel/emailpreferences/

To: Zbyszko, JAllemandou
Cc: CBogen, JAllemandou, Aklapper, Gehel, Alter-paule, Beast1978, Un1tY, 
Akuckartz, Hook696, darthmon_wmde, Kent7301, joker88john, CucyNoiD, Nandana, 
Namenlos314, Gaboe420, Giuliamocci, Cpaulf30, Lahi, Gq86, Af420, Bsandipan, 
Lucas_Werkmeister_WMDE, GoranSMilovanovic, QZanden, EBjune, merbst, 
LawExplorer, Lewizho99, Maathavan, _jensen, rosalieper, Scott_WUaS, Jonas, 
Xmlizer, jkroll, Wikidata-bugs, Jdouglas, aude, Tobias1984, Manybubbles, Mbch331
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