├── .gitignore
├── README.md
├── app.py
├── contacts.json
├── contacts.py
├── requirements.txt
└── templates
    ├── full-html.html
    ├── index.html
    ├── layout.html
    └── rows.html


/.gitignore:
--------------------------------------------------------------------------------
1 | .idea
2 | env
3 | /venv/
4 | __pycache__
5 | 


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
 1 | # HTML vs JSON Dynamic Generation Speed Comparison
 2 | 
 3 | This is a simple project I set up to compare how long it takes flask to render a response in three different
 4 | formats:
 5 | 
 6 | * A full HTML page
 7 | * A partial HTML page
 8 | * A JSON response
 9 | 
10 | In all three cases the page is rendering 1000 contacts.  The two HTML responses use 
11 | [Jinja2](https://jinja.palletsprojects.com/en/2.10.x/) templates.  The JSON end point uses the
12 | [dataclass](https://docs.python.org/3/library/dataclasses.html) library to make JSON serialization of the
13 | sole model, `contacts.py`, easy.
14 | 
15 | ## Data Setup
16 | 
17 | The data for this test is stored in `contacts.json` and is loaded at server startup so that responses can
18 | be, as much as possible, purely rendering time.
19 | 
20 | ## Client Side
21 | 
22 | On the client side we run a tight loop of requests to the same end-point over and over again and record
23 | the time it takes to respond.  Since this is against local host there is very low latency, but the network
24 | connection time is obviously still significant.  In real-world latency environments the results would be
25 | even closer to one another, since latency tends to dominate in most distributed systems.
26 | 
27 | ## Caveats
28 | 
29 | * This is Flask & Python, other platforms might have different characteristics and mechanisms for both HTML & JSON serialization 
30 | * I am not an expert python or flask programmer, this is probably not a great example of python code to follow.
31 | * I intentionally kept things very simple
32 | * I did not do any performance tuning for any of the endpoints
33 | * I may not have chosen the "standard" way to produce JSON, just the easiest
34 | * I am printing the server-side response time which adds CPU to each request
35 | * Returning 1000 contacts is not realistic for most application data display needs
36 | 
37 | ## Results
38 | 
39 | The results vary of course, but on my machine (Macbook M2) a representative result is as follows:
40 | 
41 | ```
42 | Average Full HTML Time : 7.261ms
43 | Average Partial HTML Time : 7.115ms
44 | Average JSON Time : 12.231ms
45 | ```
46 | 
47 | The full HTML response typically (but not always!) takes the longest, the partial HTML response is usually the
48 | fastest by a bit and the JSON response is typically the slowest.
49 | 
50 | Looking at the logs on the server side, the response time is almost always sub 10ms (ie undetectably fast), with the 
51 | occasional spike to 15ms.  This seems likely to be garbage collection time, given its inconsistency.
52 | 
53 | Here are some sample server side response times:
54 | 
55 | ```
56 | 
57 | 4 ms GET /full-html {}
58 | 4 ms GET /full-html {}
59 | 4 ms GET /full-html {}
60 | 4 ms GET /full-html {}
61 | 4 ms GET /full-html {}
62 | 
63 | ...
64 | 
65 | 3 ms GET /partial-html {}
66 | 2 ms GET /partial-html {}
67 | 2 ms GET /partial-html {}
68 | 2 ms GET /partial-html {}
69 | 3 ms GET /partial-html {}
70 | 
71 | ...
72 | 
73 | 6 ms GET /json {}
74 | 6 ms GET /json {}
75 | 6 ms GET /json {}
76 | 6 ms GET /json {}
77 | 6 ms GET /json {}
78 | ```
79 | 
80 | One theory I have on why JSON serialization might
81 | be a _bit_ slower in some cases is that it seems to use reflection, whereas the templates are hard coded.  Also, I would
82 | note that a JSON API often returns all data, regardless of necessity, whereas an HTML API returns the minimum data necessary
83 | for a given UI because, well, it _is_ the UI.
84 | 
85 | This is speculation, however, and my take-away from all this is **not** that HTML is faster than JSON: I'm sure with a 
86 | well tuned JSON serialization mechanism the JSON responses can be made faster than the HTML responses.  Rather it is that the two approaches are very close 
87 | to one another and are probably round off errors in the overall scheme of total system performance.  Once you hit a data store, or add 
88 | in real-world latency between the client and server, these differences vanish in the wash.
89 | 
90 | As such, my opinion continues to be that server-side render performance is _not_ a reason to choose either a JSON-based approach
91 | or a hypermedia/HTML based approach to building your web application.  You instead should use other criteria for picking between the two.
92 | 
93 | I try to outline when I think hypermedia is a good choice in my essay ["When To Use Hypermedia"](https://htmx.org/essays/when-to-use-hypermedia/)


--------------------------------------------------------------------------------
/app.py:
--------------------------------------------------------------------------------
 1 | from flask import (
 2 |     Flask, request, render_template, g as app_ctx
 3 | )
 4 | import time
 5 | from contacts import Contact
 6 | 
 7 | # ========================================================
 8 | # Flask App
 9 | # ========================================================
10 | 
11 | app = Flask(__name__)
12 | 
13 | # don't cache responses
14 | app.config['SEND_FILE_MAX_AGE_DEFAULT'] = 0
15 | 
16 | app.secret_key = b'html/json speed comparison'
17 | 
18 | Contact.load_db()
19 | 
20 | 
21 | @app.before_request
22 | def logging_before():
23 |     # Store the start time for the request
24 |     app_ctx.start_time = time.perf_counter()
25 | 
26 | 
27 | @app.after_request
28 | def logging_after(response):
29 |     # Get total time in milliseconds
30 |     total_time = time.perf_counter() - app_ctx.start_time
31 |     time_in_ms = int(total_time * 1000)
32 |     # Log the time taken for the endpoint
33 |     print('%s ms %s %s %s' % (time_in_ms, request.method, request.path, dict(request.args)))
34 |     return response
35 | 
36 | 
37 | @app.route("/")
38 | def index():
39 |     return render_template("index.html")
40 | 
41 | 
42 | @app.route("/full-html")
43 | def full_html():
44 |     return render_template("full-html.html", contacts=Contact.all())
45 | 
46 | 
47 | @app.route("/partial-html")
48 | def parital_html():
49 |     return render_template("rows.html", contacts=Contact.all())
50 | 
51 | 
52 | @app.route("/json")
53 | def json_response():
54 |     return Contact.all()
55 | 
56 | 
57 | if __name__ == "__main__":
58 |     app.run()
59 | 


--------------------------------------------------------------------------------
/contacts.json:
--------------------------------------------------------------------------------
   1 | [{"id":1,"first":"Lily","last":"Salleir","email":"lsalleir0@google.co.uk","phone":"826-637-3482"},
   2 | {"id":2,"first":"Clair","last":"Stapleton","email":"cstapleton1@barnesandnoble.com","phone":"285-945-2363"},
   3 | {"id":3,"first":"Adelice","last":"Niset","email":"aniset2@plala.or.jp","phone":"580-223-9379"},
   4 | {"id":4,"first":"Ashil","last":"Blais","email":"ablais3@angelfire.com","phone":"855-471-5537"},
   5 | {"id":5,"first":"Ofella","last":"Szach","email":"oszach4@dropbox.com","phone":"293-574-4420"},
   6 | {"id":6,"first":"Gunther","last":"Wardesworth","email":"gwardesworth5@wufoo.com","phone":"638-224-1421"},
   7 | {"id":7,"first":"Kingsly","last":"Jemmett","email":"kjemmett6@example.com","phone":"816-851-3209"},
   8 | {"id":8,"first":"Teodora","last":"Broodes","email":"tbroodes7@google.nl","phone":"961-125-2507"},
   9 | {"id":9,"first":"Meggy","last":"Boswell","email":"mboswell8@wordpress.com","phone":"516-791-7372"},
  10 | {"id":10,"first":"Jed","last":"Trewman","email":"jtrewman9@howstuffworks.com","phone":"447-960-3149"},
  11 | {"id":11,"first":"Donielle","last":"Needs","email":"dneedsa@linkedin.com","phone":"120-490-7611"},
  12 | {"id":12,"first":"Jehu","last":"Sigfrid","email":"jsigfridb@theatlantic.com","phone":"355-235-5678"},
  13 | {"id":13,"first":"Reube","last":"Thoumas","email":"rthoumasc@squarespace.com","phone":"390-893-2310"},
  14 | {"id":14,"first":"Tomi","last":"Walkley","email":"twalkleyd@twitpic.com","phone":"317-760-1532"},
  15 | {"id":15,"first":"Kassandra","last":"Turnock","email":"kturnocke@trellian.com","phone":"832-573-6206"},
  16 | {"id":16,"first":"Raphael","last":"McGiveen","email":"rmcgiveenf@eventbrite.com","phone":"101-609-4820"},
  17 | {"id":17,"first":"Holly","last":"Slator","email":"hslatorg@skype.com","phone":"784-496-8947"},
  18 | {"id":18,"first":"Jerry","last":"Coley","email":"jcoleyh@furl.net","phone":"938-373-9605"},
  19 | {"id":19,"first":"Eddy","last":"Foster-Smith","email":"efostersmithi@state.gov","phone":"890-987-3686"},
  20 | {"id":20,"first":"Barby","last":"Guittet","email":"bguittetj@free.fr","phone":"967-987-2390"},
  21 | {"id":21,"first":"Bartholomeo","last":"De Cleyne","email":"bdecleynek@webnode.com","phone":"922-729-0408"},
  22 | {"id":22,"first":"Webb","last":"Clemenson","email":"wclemensonl@webnode.com","phone":"756-636-9006"},
  23 | {"id":23,"first":"Kerrie","last":"Trow","email":"ktrowm@whitehouse.gov","phone":"323-307-0430"},
  24 | {"id":24,"first":"Juliann","last":"Baggelley","email":"jbaggelleyn@shinystat.com","phone":"872-703-3514"},
  25 | {"id":25,"first":"Antin","last":"Bourner","email":"abournero@cocolog-nifty.com","phone":"400-607-6107"},
  26 | {"id":26,"first":"Morna","last":"Costello","email":"mcostellop@cargocollective.com","phone":"543-253-8713"},
  27 | {"id":27,"first":"Agathe","last":"Yerson","email":"ayersonq@trellian.com","phone":"628-651-4469"},
  28 | {"id":28,"first":"Debee","last":"Surmon","email":"dsurmonr@wordpress.org","phone":"238-998-2031"},
  29 | {"id":29,"first":"Leila","last":"Harses","email":"lharsess@altervista.org","phone":"207-554-4086"},
  30 | {"id":30,"first":"Rik","last":"Gabbott","email":"rgabbottt@sina.com.cn","phone":"871-788-2942"},
  31 | {"id":31,"first":"Dewie","last":"Olivello","email":"dolivellou@behance.net","phone":"237-863-1897"},
  32 | {"id":32,"first":"Neils","last":"Sprague","email":"nspraguev@nymag.com","phone":"749-457-8207"},
  33 | {"id":33,"first":"Averell","last":"Lednor","email":"alednorw@jiathis.com","phone":"174-653-2276"},
  34 | {"id":34,"first":"Padraig","last":"Stoppe","email":"pstoppex@delicious.com","phone":"356-989-2454"},
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  38 | {"id":38,"first":"Erick","last":"Tupling","email":"etupling11@spotify.com","phone":"183-514-1103"},
  39 | {"id":39,"first":"Winnie","last":"MacCorkell","email":"wmaccorkell12@narod.ru","phone":"381-597-3014"},
  40 | {"id":40,"first":"Lucais","last":"Swindin","email":"lswindin13@com.com","phone":"719-985-3302"},
  41 | {"id":41,"first":"Kirsteni","last":"Thompkins","email":"kthompkins14@mayoclinic.com","phone":"220-102-1751"},
  42 | {"id":42,"first":"Ada","last":"Guiden","email":"aguiden15@washingtonpost.com","phone":"408-262-0667"},
  43 | {"id":43,"first":"Emanuel","last":"Golland","email":"egolland16@zdnet.com","phone":"305-404-6454"},
  44 | {"id":44,"first":"Palm","last":"Alden","email":"palden17@businessinsider.com","phone":"970-304-4513"},
  45 | {"id":45,"first":"Donovan","last":"Beveredge","email":"dbeveredge18@chronoengine.com","phone":"409-930-1205"},
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  51 | {"id":51,"first":"Aleksandr","last":"Benedek","email":"abenedek1e@51.la","phone":"115-560-2747"},
  52 | {"id":52,"first":"Jolie","last":"Eyers","email":"jeyers1f@sina.com.cn","phone":"581-211-9134"},
  53 | {"id":53,"first":"Annmarie","last":"Kynvin","email":"akynvin1g@cmu.edu","phone":"275-876-0229"},
  54 | {"id":54,"first":"Karry","last":"Claussen","email":"kclaussen1h@berkeley.edu","phone":"424-263-9480"},
  55 | {"id":55,"first":"Becky","last":"Gaydon","email":"bgaydon1i@umich.edu","phone":"538-955-4589"},
  56 | {"id":56,"first":"Lanna","last":"Hedingham","email":"lhedingham1j@ocn.ne.jp","phone":"219-335-8199"},
  57 | {"id":57,"first":"Giorgio","last":"Robatham","email":"grobatham1k@utexas.edu","phone":"521-446-9906"},
  58 | {"id":58,"first":"Moshe","last":"Eastway","email":"meastway1l@epa.gov","phone":"997-438-4514"},
  59 | {"id":59,"first":"Nikos","last":"Millbank","email":"nmillbank1m@amazon.com","phone":"822-529-5650"},
  60 | {"id":60,"first":"Terza","last":"Hedlestone","email":"thedlestone1n@pbs.org","phone":"917-690-8985"},
  61 | {"id":61,"first":"Noelle","last":"Ruegg","email":"nruegg1o@digg.com","phone":"926-594-7987"},
  62 | {"id":62,"first":"Hamlin","last":"Rands","email":"hrands1p@myspace.com","phone":"988-177-2417"},
  63 | {"id":63,"first":"Marmaduke","last":"Shefton","email":"mshefton1q@shinystat.com","phone":"153-488-5879"},
  64 | {"id":64,"first":"Esmeralda","last":"Losebie","email":"elosebie1r@bloglovin.com","phone":"672-634-9150"},
  65 | {"id":65,"first":"Terry","last":"Adamczewski","email":"tadamczewski1s@irs.gov","phone":"505-196-7925"},
  66 | {"id":66,"first":"Almire","last":"Begley","email":"abegley1t@infoseek.co.jp","phone":"139-286-8427"},
  67 | {"id":67,"first":"Karmen","last":"Llewellin","email":"kllewellin1u@yahoo.com","phone":"915-678-4066"},
  68 | {"id":68,"first":"Jillie","last":"Royston","email":"jroyston1v@soup.io","phone":"333-446-6386"},
  69 | {"id":69,"first":"Andrei","last":"Antusch","email":"aantusch1w@narod.ru","phone":"487-985-3883"},
  70 | {"id":70,"first":"Barnabas","last":"De Goey","email":"bdegoey1x@icq.com","phone":"549-481-9587"},
  71 | {"id":71,"first":"Cyb","last":"Bamborough","email":"cbamborough1y@theglobeandmail.com","phone":"975-299-0014"},
  72 | {"id":72,"first":"Patty","last":"Nabarro","email":"pnabarro1z@amazonaws.com","phone":"188-145-1550"},
  73 | {"id":73,"first":"Maximilian","last":"Vigars","email":"mvigars20@de.vu","phone":"146-460-2924"},
  74 | {"id":74,"first":"Pepito","last":"Peacocke","email":"ppeacocke21@dot.gov","phone":"253-746-9011"},
  75 | {"id":75,"first":"Christoph","last":"Dunridge","email":"cdunridge22@huffingtonpost.com","phone":"589-770-8220"},
  76 | {"id":76,"first":"Eadmund","last":"Rubury","email":"erubury23@surveymonkey.com","phone":"630-237-9791"},
  77 | {"id":77,"first":"Craig","last":"Grichukhanov","email":"cgrichukhanov24@cisco.com","phone":"513-722-9227"},
  78 | {"id":78,"first":"Flor","last":"Brogi","email":"fbrogi25@blogger.com","phone":"512-462-5593"},
  79 | {"id":79,"first":"Diane","last":"Pessolt","email":"dpessolt26@xinhuanet.com","phone":"123-378-0951"},
  80 | {"id":80,"first":"Kati","last":"Diamant","email":"kdiamant27@reuters.com","phone":"804-673-6144"},
  81 | {"id":81,"first":"Hally","last":"Badam","email":"hbadam28@chicagotribune.com","phone":"779-556-6292"},
  82 | {"id":82,"first":"Ilise","last":"Slowan","email":"islowan29@wp.com","phone":"348-814-9831"},
  83 | {"id":83,"first":"Ivonne","last":"Squire","email":"isquire2a@youtube.com","phone":"290-848-9058"},
  84 | {"id":84,"first":"Nichole","last":"Pulham","email":"npulham2b@twitpic.com","phone":"268-637-4816"},
  85 | {"id":85,"first":"Lorrin","last":"Scowcroft","email":"lscowcroft2c@discovery.com","phone":"650-110-1426"},
  86 | {"id":86,"first":"Minetta","last":"Wallas","email":"mwallas2d@time.com","phone":"852-306-4852"},
  87 | {"id":87,"first":"Ronda","last":"Stoakley","email":"rstoakley2e@go.com","phone":"328-309-7952"},
  88 | {"id":88,"first":"Dolly","last":"Mousdall","email":"dmousdall2f@sina.com.cn","phone":"116-233-2838"},
  89 | {"id":89,"first":"Joseito","last":"Cayton","email":"jcayton2g@tuttocitta.it","phone":"867-634-4957"},
  90 | {"id":90,"first":"Court","last":"Capstaff","email":"ccapstaff2h@unicef.org","phone":"522-433-0407"},
  91 | {"id":91,"first":"Ilyse","last":"Skentelbery","email":"iskentelbery2i@ifeng.com","phone":"794-831-6851"},
  92 | {"id":92,"first":"Ericka","last":"Hurle","email":"ehurle2j@time.com","phone":"638-801-3343"},
  93 | {"id":93,"first":"Tynan","last":"Restieaux","email":"trestieaux2k@qq.com","phone":"695-248-2650"},
  94 | {"id":94,"first":"Raine","last":"Cragg","email":"rcragg2l@npr.org","phone":"921-775-8996"},
  95 | {"id":95,"first":"Amalle","last":"Dockree","email":"adockree2m@hugedomains.com","phone":"450-677-6851"},
  96 | {"id":96,"first":"Jessie","last":"Dives","email":"jdives2n@ucla.edu","phone":"976-816-6623"},
  97 | {"id":97,"first":"Delphinia","last":"Hodgin","email":"dhodgin2o@eepurl.com","phone":"948-995-3345"},
  98 | {"id":98,"first":"Mariam","last":"O'Teague","email":"moteague2p@mashable.com","phone":"983-142-3673"},
  99 | {"id":99,"first":"Jud","last":"Munslow","email":"jmunslow2q@army.mil","phone":"966-155-7980"},
 100 | {"id":100,"first":"Donelle","last":"Ipgrave","email":"dipgrave2r@shareasale.com","phone":"331-611-9248"},
 101 | {"id":101,"first":"Constantine","last":"Jeandet","email":"cjeandet2s@sun.com","phone":"768-213-0245"},
 102 | {"id":102,"first":"Blane","last":"Ellett","email":"bellett2t@discovery.com","phone":"487-604-3129"},
 103 | {"id":103,"first":"Rosabelle","last":"Blunkett","email":"rblunkett2u@wordpress.org","phone":"916-165-6298"},
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 105 | {"id":105,"first":"Rani","last":"Whiteoak","email":"rwhiteoak2w@studiopress.com","phone":"437-598-8465"},
 106 | {"id":106,"first":"Charleen","last":"Bilofsky","email":"cbilofsky2x@arizona.edu","phone":"552-717-9556"},
 107 | {"id":107,"first":"Marys","last":"Eberlein","email":"meberlein2y@sitemeter.com","phone":"759-132-5839"},
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 127 | {"id":127,"first":"Maximilian","last":"Hirthe","email":"mhirthe3i@telegraph.co.uk","phone":"221-671-3566"},
 128 | {"id":128,"first":"Olympie","last":"Sperrett","email":"osperrett3j@deliciousdays.com","phone":"160-935-8966"},
 129 | {"id":129,"first":"Carmelina","last":"Rantoul","email":"crantoul3k@printfriendly.com","phone":"679-818-5813"},
 130 | {"id":130,"first":"Zebulen","last":"Koeppke","email":"zkoeppke3l@yelp.com","phone":"945-337-0495"},
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 132 | {"id":132,"first":"Jeralee","last":"Kopecka","email":"jkopecka3n@ehow.com","phone":"407-937-8043"},
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 893 | {"id":893,"first":"Brigitta","last":"Cuxson","email":"bcuxsonos@dropbox.com","phone":"857-115-8432"},
 894 | {"id":894,"first":"Tessi","last":"Brydson","email":"tbrydsonot@cisco.com","phone":"650-592-5833"},
 895 | {"id":895,"first":"Grethel","last":"Secret","email":"gsecretou@a8.net","phone":"938-889-3054"},
 896 | {"id":896,"first":"Alexio","last":"Piscot","email":"apiscotov@google.pl","phone":"486-317-4701"},
 897 | {"id":897,"first":"Fin","last":"Pactat","email":"fpactatow@cafepress.com","phone":"329-403-5046"},
 898 | {"id":898,"first":"Marena","last":"Hastewell","email":"mhastewellox@bbc.co.uk","phone":"142-312-1661"},
 899 | {"id":899,"first":"Remington","last":"McNulty","email":"rmcnultyoy@biblegateway.com","phone":"459-752-6695"},
 900 | {"id":900,"first":"Nesta","last":"Scrigmour","email":"nscrigmouroz@fda.gov","phone":"913-656-3119"},
 901 | {"id":901,"first":"Zitella","last":"Torricella","email":"ztorricellap0@51.la","phone":"293-167-6944"},
 902 | {"id":902,"first":"Gayle","last":"Hanbridge","email":"ghanbridgep1@youku.com","phone":"773-445-6569"},
 903 | {"id":903,"first":"Ollie","last":"Simioni","email":"osimionip2@friendfeed.com","phone":"854-413-8854"},
 904 | {"id":904,"first":"Ronda","last":"Callam","email":"rcallamp3@alibaba.com","phone":"393-621-8611"},
 905 | {"id":905,"first":"Somerset","last":"Rydeard","email":"srydeardp4@chicagotribune.com","phone":"738-420-8003"},
 906 | {"id":906,"first":"Dierdre","last":"Glenwright","email":"dglenwrightp5@1688.com","phone":"214-923-0238"},
 907 | {"id":907,"first":"Jase","last":"Bleackley","email":"jbleackleyp6@gravatar.com","phone":"328-219-4005"},
 908 | {"id":908,"first":"Dalt","last":"Kornilyev","email":"dkornilyevp7@cdc.gov","phone":"559-206-1280"},
 909 | {"id":909,"first":"Yehudit","last":"Worling","email":"yworlingp8@msu.edu","phone":"266-673-8356"},
 910 | {"id":910,"first":"Ynez","last":"Colloby","email":"ycollobyp9@xing.com","phone":"904-307-5560"},
 911 | {"id":911,"first":"Henri","last":"Costain","email":"hcostainpa@reverbnation.com","phone":"129-129-5991"},
 912 | {"id":912,"first":"Duke","last":"Verity","email":"dveritypb@theguardian.com","phone":"827-399-5986"},
 913 | {"id":913,"first":"Bradan","last":"Brunroth","email":"bbrunrothpc@pagesperso-orange.fr","phone":"999-215-1297"},
 914 | {"id":914,"first":"Avivah","last":"Reilingen","email":"areilingenpd@deviantart.com","phone":"138-517-9761"},
 915 | {"id":915,"first":"Chan","last":"Bleythin","email":"cbleythinpe@arizona.edu","phone":"958-291-7817"},
 916 | {"id":916,"first":"Edvard","last":"Hurrell","email":"ehurrellpf@dagondesign.com","phone":"670-267-6563"},
 917 | {"id":917,"first":"Carmelle","last":"McChesney","email":"cmcchesneypg@loc.gov","phone":"866-918-9182"},
 918 | {"id":918,"first":"Ky","last":"Gasker","email":"kgaskerph@163.com","phone":"933-364-3753"},
 919 | {"id":919,"first":"Janeen","last":"Bosley","email":"jbosleypi@yandex.ru","phone":"479-752-5956"},
 920 | {"id":920,"first":"Karleen","last":"Stackbridge","email":"kstackbridgepj@amazon.co.jp","phone":"257-681-9632"},
 921 | {"id":921,"first":"Northrup","last":"Spinks","email":"nspinkspk@blogs.com","phone":"338-308-7330"},
 922 | {"id":922,"first":"Alana","last":"Rylstone","email":"arylstonepl@businessinsider.com","phone":"547-840-6014"},
 923 | {"id":923,"first":"Britt","last":"Garces","email":"bgarcespm@spiegel.de","phone":"443-532-2142"},
 924 | {"id":924,"first":"Halimeda","last":"Godard","email":"hgodardpn@sourceforge.net","phone":"502-892-9868"},
 925 | {"id":925,"first":"Udell","last":"Pimblett","email":"upimblettpo@google.ca","phone":"452-364-6433"},
 926 | {"id":926,"first":"Jilly","last":"Rosenberger","email":"jrosenbergerpp@acquirethisname.com","phone":"609-793-5545"},
 927 | {"id":927,"first":"Clarine","last":"Livesley","email":"clivesleypq@moonfruit.com","phone":"689-630-3420"},
 928 | {"id":928,"first":"Mackenzie","last":"Elderidge","email":"melderidgepr@loc.gov","phone":"908-147-7491"},
 929 | {"id":929,"first":"Jameson","last":"Wesker","email":"jweskerps@washingtonpost.com","phone":"434-323-7783"},
 930 | {"id":930,"first":"Maia","last":"Suero","email":"msueropt@jigsy.com","phone":"142-810-5302"},
 931 | {"id":931,"first":"Mil","last":"Golder","email":"mgolderpu@skype.com","phone":"257-203-7163"},
 932 | {"id":932,"first":"Brunhilde","last":"Kuhndel","email":"bkuhndelpv@bloomberg.com","phone":"635-963-6753"},
 933 | {"id":933,"first":"Malchy","last":"MacAskie","email":"mmacaskiepw@aol.com","phone":"655-398-3399"},
 934 | {"id":934,"first":"Marleen","last":"Fydoe","email":"mfydoepx@aboutads.info","phone":"837-138-3670"},
 935 | {"id":935,"first":"Cairistiona","last":"Biskupiak","email":"cbiskupiakpy@amazonaws.com","phone":"180-935-8003"},
 936 | {"id":936,"first":"Tessy","last":"Skirvin","email":"tskirvinpz@liveinternet.ru","phone":"315-984-2339"},
 937 | {"id":937,"first":"Ollie","last":"Rao","email":"oraoq0@virginia.edu","phone":"838-282-3374"},
 938 | {"id":938,"first":"Shalne","last":"Spruce","email":"sspruceq1@surveymonkey.com","phone":"937-888-7619"},
 939 | {"id":939,"first":"Starr","last":"Wrathmell","email":"swrathmellq2@aol.com","phone":"945-871-0386"},
 940 | {"id":940,"first":"Edward","last":"Seebert","email":"eseebertq3@desdev.cn","phone":"506-644-8174"},
 941 | {"id":941,"first":"Shanta","last":"Antoszczyk","email":"santoszczykq4@google.pl","phone":"508-862-3001"},
 942 | {"id":942,"first":"Ethelyn","last":"Hudless","email":"ehudlessq5@china.com.cn","phone":"439-716-6014"},
 943 | {"id":943,"first":"Bernice","last":"Caroline","email":"bcarolineq6@adobe.com","phone":"521-595-2318"},
 944 | {"id":944,"first":"Darya","last":"Vidgen","email":"dvidgenq7@blogger.com","phone":"254-777-3968"},
 945 | {"id":945,"first":"Linnell","last":"Joubert","email":"ljoubertq8@skype.com","phone":"441-177-0068"},
 946 | {"id":946,"first":"Kennan","last":"Iannetti","email":"kiannettiq9@ed.gov","phone":"862-326-9796"},
 947 | {"id":947,"first":"Johann","last":"Idney","email":"jidneyqa@smugmug.com","phone":"720-702-5918"},
 948 | {"id":948,"first":"Averill","last":"Chellingworth","email":"achellingworthqb@yahoo.com","phone":"498-266-1472"},
 949 | {"id":949,"first":"Berthe","last":"Georges","email":"bgeorgesqc@stanford.edu","phone":"314-275-0605"},
 950 | {"id":950,"first":"Bronnie","last":"Harper","email":"bharperqd@usa.gov","phone":"112-223-8866"},
 951 | {"id":951,"first":"Ronny","last":"Mardell","email":"rmardellqe@is.gd","phone":"901-379-5477"},
 952 | {"id":952,"first":"Kelley","last":"O'Kenny","email":"kokennyqf@cnn.com","phone":"318-273-0450"},
 953 | {"id":953,"first":"Torr","last":"Sarch","email":"tsarchqg@amazon.de","phone":"854-691-1136"},
 954 | {"id":954,"first":"Cathie","last":"Connechy","email":"cconnechyqh@chronoengine.com","phone":"477-166-5666"},
 955 | {"id":955,"first":"Stafani","last":"Clues","email":"scluesqi@g.co","phone":"164-308-6617"},
 956 | {"id":956,"first":"Tammie","last":"McWilliam","email":"tmcwilliamqj@gov.uk","phone":"732-329-5579"},
 957 | {"id":957,"first":"Magda","last":"Stanes","email":"mstanesqk@samsung.com","phone":"851-339-6928"},
 958 | {"id":958,"first":"Corilla","last":"Feechum","email":"cfeechumql@tinyurl.com","phone":"463-997-3422"},
 959 | {"id":959,"first":"Mayer","last":"Kamen","email":"mkamenqm@wunderground.com","phone":"869-442-6267"},
 960 | {"id":960,"first":"Kellen","last":"Garaghan","email":"kgaraghanqn@ezinearticles.com","phone":"134-437-7533"},
 961 | {"id":961,"first":"Jayme","last":"Costy","email":"jcostyqo@prlog.org","phone":"930-280-9933"},
 962 | {"id":962,"first":"Maritsa","last":"Ridgers","email":"mridgersqp@parallels.com","phone":"762-140-1241"},
 963 | {"id":963,"first":"Fran","last":"Lammenga","email":"flammengaqq@virginia.edu","phone":"482-632-0262"},
 964 | {"id":964,"first":"Bethena","last":"Beacroft","email":"bbeacroftqr@abc.net.au","phone":"962-256-4620"},
 965 | {"id":965,"first":"Lannie","last":"Caffery","email":"lcafferyqs@360.cn","phone":"954-301-5224"},
 966 | {"id":966,"first":"Osbourn","last":"McEvilly","email":"omcevillyqt@wikia.com","phone":"326-978-2735"},
 967 | {"id":967,"first":"Karia","last":"Hoyland","email":"khoylandqu@usatoday.com","phone":"835-625-0401"},
 968 | {"id":968,"first":"Rowan","last":"Haggerwood","email":"rhaggerwoodqv@yahoo.com","phone":"802-355-4576"},
 969 | {"id":969,"first":"Abramo","last":"Gealy","email":"agealyqw@ning.com","phone":"210-708-5153"},
 970 | {"id":970,"first":"Kele","last":"Sloan","email":"ksloanqx@photobucket.com","phone":"762-622-4394"},
 971 | {"id":971,"first":"Almeria","last":"Bichard","email":"abichardqy@newyorker.com","phone":"185-725-6993"},
 972 | {"id":972,"first":"Creigh","last":"McElree","email":"cmcelreeqz@webs.com","phone":"396-580-4015"},
 973 | {"id":973,"first":"Tasia","last":"Creasy","email":"tcreasyr0@reuters.com","phone":"544-109-4184"},
 974 | {"id":974,"first":"Vaughan","last":"Knocker","email":"vknockerr1@google.com","phone":"767-537-3890"},
 975 | {"id":975,"first":"Temp","last":"Cosham","email":"tcoshamr2@apple.com","phone":"313-502-1896"},
 976 | {"id":976,"first":"Hanny","last":"de Bullion","email":"hdebullionr3@hp.com","phone":"108-334-2540"},
 977 | {"id":977,"first":"Emlyn","last":"Darlow","email":"edarlowr4@chicagotribune.com","phone":"501-456-3258"},
 978 | {"id":978,"first":"Woodrow","last":"Drivers","email":"wdriversr5@eepurl.com","phone":"770-863-5180"},
 979 | {"id":979,"first":"Danny","last":"Marcum","email":"dmarcumr6@cocolog-nifty.com","phone":"345-432-2974"},
 980 | {"id":980,"first":"Abel","last":"Todari","email":"atodarir7@prweb.com","phone":"897-231-5781"},
 981 | {"id":981,"first":"Rasla","last":"Hilldrup","email":"rhilldrupr8@goo.gl","phone":"342-381-4373"},
 982 | {"id":982,"first":"Dallon","last":"Tokley","email":"dtokleyr9@g.co","phone":"349-536-6815"},
 983 | {"id":983,"first":"Bethena","last":"Senter","email":"bsenterra@answers.com","phone":"961-835-8921"},
 984 | {"id":984,"first":"Jemmy","last":"Cleminshaw","email":"jcleminshawrb@elpais.com","phone":"405-729-8901"},
 985 | {"id":985,"first":"Hamlen","last":"Guittet","email":"hguittetrc@51.la","phone":"542-871-4636"},
 986 | {"id":986,"first":"Steve","last":"Risso","email":"srissord@mashable.com","phone":"618-558-4095"},
 987 | {"id":987,"first":"Adey","last":"Lisciandri","email":"alisciandrire@livejournal.com","phone":"362-339-8503"},
 988 | {"id":988,"first":"Adora","last":"Aleksic","email":"aaleksicrf@people.com.cn","phone":"665-473-3046"},
 989 | {"id":989,"first":"Georgianna","last":"Uzzell","email":"guzzellrg@canalblog.com","phone":"502-276-7241"},
 990 | {"id":990,"first":"Arnold","last":"Smouten","email":"asmoutenrh@qq.com","phone":"996-765-4050"},
 991 | {"id":991,"first":"Rosalind","last":"Demangel","email":"rdemangelri@smh.com.au","phone":"277-314-2164"},
 992 | {"id":992,"first":"Amos","last":"Heisman","email":"aheismanrj@rakuten.co.jp","phone":"332-616-6429"},
 993 | {"id":993,"first":"Matthaeus","last":"Prazor","email":"mprazorrk@opera.com","phone":"966-385-8186"},
 994 | {"id":994,"first":"Cris","last":"Eldridge","email":"celdridgerl@addtoany.com","phone":"366-465-7196"},
 995 | {"id":995,"first":"Tatiania","last":"Sawrey","email":"tsawreyrm@moonfruit.com","phone":"882-138-3986"},
 996 | {"id":996,"first":"Pia","last":"Hiner","email":"phinerrn@devhub.com","phone":"325-116-5338"},
 997 | {"id":997,"first":"Niles","last":"Bridgewood","email":"nbridgewoodro@netvibes.com","phone":"381-400-4717"},
 998 | {"id":998,"first":"Kent","last":"Cheel","email":"kcheelrp@theglobeandmail.com","phone":"258-839-2936"},
 999 | {"id":999,"first":"Norrie","last":"Eveling","email":"nevelingrq@yolasite.com","phone":"935-759-0200"},
1000 | {"id":1000,"first":"Hillary","last":"Ebbings","email":"hebbingsrr@multiply.com","phone":"324-987-9480"}]
1001 | 


--------------------------------------------------------------------------------
/contacts.py:
--------------------------------------------------------------------------------
 1 | import json
 2 | from dataclasses import dataclass
 3 | 
 4 | # ========================================================
 5 | # Contact Model
 6 | # ========================================================
 7 | 
 8 | @dataclass
 9 | class Contact:
10 |     # mock contacts database
11 |     db = {}
12 | 
13 |     id: str
14 |     first: str
15 |     last: str
16 |     phone: str
17 |     email: str
18 | 
19 |     def __init__(self, id_=None, first=None, last=None, phone=None, email=None):
20 |         self.id = id_
21 |         self.first = first
22 |         self.last = last
23 |         self.phone = phone
24 |         self.email = email
25 |         self.errors = {}
26 | 
27 |     def __str__(self):
28 |         return json.dumps(self.__dict__, ensure_ascii=False)
29 | 
30 |     @classmethod
31 |     def all(cls):
32 |         return list(cls.db.values())
33 | 
34 |     @classmethod
35 |     def load_db(cls):
36 |         with open('contacts.json', 'r') as contacts_file:
37 |             contacts = json.load(contacts_file)
38 |             cls.db.clear()
39 |             for c in contacts:
40 |                 cls.db[c['id']] = Contact(c['id'], c['first'], c['last'], c['phone'], c['email'])
41 | 
42 | 


--------------------------------------------------------------------------------
/requirements.txt:
--------------------------------------------------------------------------------
1 | click==8.1.3
2 | Flask==2.3.2
3 | importlib-metadata==4.11.4
4 | itsdangerous==2.1.2
5 | Jinja2==3.1.3
6 | MarkupSafe==2.1.1
7 | Werkzeug==3.0.1
8 | zipp==3.8.0
9 | 


--------------------------------------------------------------------------------
/templates/full-html.html:
--------------------------------------------------------------------------------
 1 | {% extends 'layout.html' %}
 2 | 
 3 | {% block content %}
 4 |     <table>
 5 |         <thead>
 6 |         <tr>
 7 |             <th>First</th>
 8 |             <th>Last</th>
 9 |             <th>Phone</th>
10 |             <th>Email</th>
11 |         </tr>
12 |         </thead>
13 |         <tbody>
14 |         {% include 'rows.html' %}
15 |         </tbody>
16 |     </table>
17 | {% endblock %}


--------------------------------------------------------------------------------
/templates/index.html:
--------------------------------------------------------------------------------
 1 | {% extends 'layout.html' %}
 2 | 
 3 | {% block content %}
 4 | 
 5 |     <h2>HTML vs JSON Speed Comparison</h2>
 6 |     <p>This small application demonstrates the speed differential between using HTML and JSON as a
 7 |         response encoding to web application requests.  The response consists of 100 contacts loaded
 8 |     from the <code>contacts.json</code> file.  The file is loaded into memory at application startup</p>
 9 | 
10 |     <h3>Direct Links</h3>
11 |     <p>Here are direct links to each response:</p>
12 |     <ul>
13 |         <li><a href="/full-html">Full HTML Page</a></li>
14 |         <li><a href="/partial-html">Partial HTML Table</a></li>
15 |         <li><a href="/json">JSON</a></li>
16 |     </ul>
17 | 
18 | 
19 |     <h3>Speed Test</h3>
20 |     <button onclick="runPerfComparison()">Begin Speed Test</button>
21 |     <button onclick="runOnePerfTest('full-html')">Test /full-html</button>
22 |     <button onclick="runOnePerfTest('partial-html')">Test /partial-html</button>
23 |     <button onclick="runOnePerfTest('json')">Test /json</button>
24 |     <script>
25 | 
26 |         var iterations = 1000;
27 | 
28 |         async function runOnePerfTest(endpoint) {
29 |             let output = document.getElementById("output");
30 |             output.innerText = "";
31 |             output.innerText += "Running perf for endpoint /"  + endpoint + "\n";
32 |             let fullHtmlTime = 0;
33 |             for (let i = 0; i < iterations; i++) {
34 |                 let start_time = new Date().getTime();
35 |                 await fetch(endpoint);
36 |                 let end_time = new Date().getTime();
37 |                 output.innerText += (end_time - start_time) + ",";
38 |                 fullHtmlTime += (end_time - start_time);
39 |             }
40 |             output.innerText += ("\n\nAverage for /" + endpoint +  ":" + (fullHtmlTime / iterations)) + "ms\n";
41 |         }
42 | 
43 |         async function runPerfComparison() {
44 |             let output = document.getElementById("output");
45 |             output.innerText = "";
46 |             let fullHtmlTime = 0;
47 |             output.innerText += "Starting full HTML requests...\n";
48 |             for (let i = 0; i < iterations; i++) {
49 |                 let start_time = new Date().getTime();
50 |                 await fetch("full-html");
51 |                 let end_time = new Date().getTime();
52 |                 output.innerText += (end_time - start_time) + ",";
53 |                 fullHtmlTime += (end_time - start_time);
54 |             }
55 | 
56 |             output.innerText += "\n\nStarting partial HTML requests...\n";
57 |             let partialHtmlTime = 0;
58 |             for (let i = 0; i < iterations; i++) {
59 |                 let start_time = new Date().getTime();
60 |                 await fetch("partial-html");
61 |                 let end_time = new Date().getTime();
62 |                 output.innerText += (end_time - start_time) + ",";
63 |                 partialHtmlTime += (end_time - start_time);
64 |             }
65 | 
66 |             output.innerText += "\n\nStarting JSON requests...\n";
67 |             let jsonTime = 0;
68 |             for (let i = 0; i < iterations; i++) {
69 |                 let start_time = new Date().getTime();
70 |                 await fetch("json");
71 |                 let end_time = new Date().getTime();
72 |                 output.innerText += (end_time - start_time) + ",";
73 |                 jsonTime += (end_time - start_time);
74 |             }
75 | 
76 |             output.innerText += ("\n\nAverage Full HTML Time : " + (fullHtmlTime / iterations)) + "ms\n";
77 |             output.innerText += ("Average Partial HTML Time : " + (partialHtmlTime / iterations) + "ms\n");
78 |             output.innerText += ("Average JSON Time : " + (jsonTime / iterations) + "ms\n");
79 |         }
80 |     </script>
81 |     <h3>Output</h3>
82 |     <pre id="output">
83 | 
84 |     </pre>
85 | {% endblock %}


--------------------------------------------------------------------------------
/templates/layout.html:
--------------------------------------------------------------------------------
 1 | <!DOCTYPE html>
 2 | <html lang="en">
 3 | <head>
 4 |     <title>Contact App</title>
 5 |     <link rel="stylesheet" href="https://unpkg.com/missing.css@1.1.2">
 6 | </head>
 7 | <body>
 8 | <main>
 9 |     <header>
10 |         <h1>
11 |             <all-caps>JSON/HTML Speed Comparison</all-caps>
12 |             <sub-title>A Comparison Between Response Encodings</sub-title>
13 |         </h1>
14 |     </header>
15 |     {% block content %}{% endblock %}
16 | </main>
17 | </body>
18 | </html>


--------------------------------------------------------------------------------
/templates/rows.html:
--------------------------------------------------------------------------------
1 | {% for contact in contacts %}
2 |     <tr>
3 |         <td>{{ contact.first }}</td>
4 |         <td>{{ contact.last }}</td>
5 |         <td>{{ contact.phone }}</td>
6 |         <td>{{ contact.email }}</td>
7 |     </tr>
8 | {% endfor %}
9 | 


--------------------------------------------------------------------------------