Tuesday, September 21, 2010

Higher-rank type constraints

I recently encountered a Haskell function which apparently requires "higher-rank" type constraints. I worked around the issue with some type trickery. I'd like to share the problem and the workaround, and especially get feedback on whether there's a better solution.

I did say type trickery:

{-# LANGUAGE
GADTs
, FlexibleContexts
, RankNTypes
, ScopedTypeVariables #-}

Suppose we're implementing an in-place sorting algorithm. We'll use the ST monad, so that we can expose a pure interface. Assuming that we only want to sort primitive types, we will use the unboxed STUArray type, which should improve space and time usage. Actually, it's totally unwarranted premature optimization for the sake of the problem. :)

import Control.Monad.ST
import Data.Array.ST

The monadic part of this code is simple enough. I've left out the part where we actually, you know, sort the list. Consult your bedside copy of CLRS.

sortM
:: forall a s.
(Ord a, MArray (STUArray s) a (ST s))
=> [a]
-> ST s [a]
sortM xs = do
arr <- newListArray (1, length xs) xs
:: ST s (STUArray s Int a)
-- do some in-place sorting here
getElems arr

Note that sortM has a constraint MArray (STUArray s) a (ST s). All we're really saying is that a is a type primitive enough that STUArray can unbox it. The rest of the constraint just connects the concrete world of STUArray with the generic MArray interface.

Note also that we give an explicit type on our call to newListArray. Otherwise, there's nothing to constrain what sort of array we get, and GHC will complain of ambiguity. Furthermore, we need to unify this a and s with the a and s from the signature on sortM. We do that using the ScopedTypeVariables extension and the explicit forall. (If you turn on UnicodeSyntax you can write it as ; how cool is that?)

Good enough so far. Now, the point of using ST was to expose a pure interface, right?

sortP_1 :: (Ord a) => [a] -> [a]
sortP_1 xs = runST (sortM xs)

Suddenly GHC is very unhappy:

    Could not deduce (MArray (STUArray s) a (ST s)) from the context ()
      arising from a use of `sortM' at code.hs:21:20-27
    Possible fix:
      add (MArray (STUArray s) a (ST s)) to the context of
        the polymorphic type `forall s. ST s a'
      or add an instance declaration for (MArray (STUArray s) a (ST s))
    In the first argument of `runST', namely `(sortM xs)'
    In the expression: runST (sortM xs)
    In the definition of `sortP_1': sortP_1 xs = runST (sortM xs)

Okay, fair enough. We've given no reason for GHC to believe that a is an STUArray-compatible type. Let's copy over the constraint from sortM:

sortP_2
:: (Ord a, MArray (STUArray s) a (ST s))
=> [a] -> [a]
sortP_2 xs = runST (sortM xs)

Still no good:

    Could not deduce (MArray (STUArray s1) a (ST s1))
      from the context ()
      arising from a use of `sortM' at code.hs:27:20-27
    Possible fix:
      add (MArray (STUArray s1) a (ST s1)) to the context of
        the polymorphic type `forall s. ST s a'
      or add an instance declaration for (MArray (STUArray s1) a (ST s1))
    In the first argument of `runST', namely `(sortM xs)'
    In the expression: runST (sortM xs)
    In the definition of `sortP_2': sortP_2 xs = runST (sortM xs)

Note that GHC gives an error about the variable s1, not s. This is a valuable hint. Our caller (notionally) chooses one s when she provides evidence to satisfy the constraint MArray (STUArray s) a (ST s). Then runST (notionally) gets to choose a different s because of its higher-rank type.

What to do? It's useless for our caller to pick some particular s and provide evidence. We need that evidence for all s:

sortP_3
:: (Ord a, forall s. MArray (STUArray s) a (ST s))
=> [a] -> [a]
sortP_3 xs = runST (sortM xs)

Unfortunately, GHC does not support this "higher-rank constraint":

code.hs:32:13: malformed class assertion

Well... the -> of functions and the => of constraints are not as different as they may appear. A Haskell compiler can implement type classes by translating constraints to explicit "dictionary" arguments. Let's do the same thing ourselves:

data Evidence s e where
Evidence
:: (MArray (STUArray s) e (ST s))
=> Evidence s e

We don't quite need to reproduce the MArray methods in our "dictionary". (That's good, because some of them are hidden. A strange class indeed.) It's enough to write a GADT constructor with this constrained type. The constructor will implicitly capture the constraint evidence (such as a dictionary) from its call-site.

Now we need to express the universal quantification on s:

data ElemType e = ElemType (forall s. Evidence s e)

A (non-⊥) value of type ElemType e is evidence that e is a suitable element type for STUArray. That's all we wanted the caller to say in the first place!

Now we can pass the appropriate evidence:

sortP_4
:: forall a.
(Ord a)
=> ElemType a
-> [a] -> [a]
sortP_4 (ElemType Evidence) xs = runST (sortM xs)

Not quite:

    Couldn't match expected type `forall s. Evidence s a'
           against inferred type `Evidence s e'
    In the pattern: Evidence
    In the pattern: ElemType Evidence
    In the definition of `sortP_4':
        sortP_4 (ElemType Evidence) xs = runST (sortM xs)

GHC still wants some coaxing to match up this s with the other s. We push the pattern-matching of Evidence inside runST:

sortP_5
:: forall a.
(Ord a)
=> ElemType a
-> [a] -> [a]
sortP_5 (ElemType e) xs = runST (f e) where
f :: Evidence s a -> ST s [a]
f Evidence = sortM xs

And...

[1 of 1] Compiling Main             ( code.hs, interpreted )
Ok, modules loaded: Main.
*Main>

A glorious sight! Then, a moment of concern: is sortP_5 actually usable? Does ElemType have non-⊥ values? Let's check:

*Main> sortP_5 (ElemType Evidence) ([3,4] :: [Int])
[3,4]

Nice. It's sorted and everything. :) As expected, this works only for unboxable types:

*Main> sortP_5 (ElemType Evidence) ["foo","bar"]

<interactive>:1:18:
    Could not deduce (MArray (STUArray s) [Char] (ST s))
      from the context ()
      arising from a use of `Evidence' at <interactive>:1:18-25

As usual, this interesting exercise came from a question on the #haskell IRC channel. That's why it's one of my favorite places, even if they do specialize in making GHC cry.

235 comments:

  1. Thanks for sharing. I found a lot of interesting information here. A really good post, very thankful and hopeful that you will write many more posts like this one.  

    BIG NEWS

    ReplyDelete
  2. Hello I'm happy to see your post keep it up click here to downlod android apps
    APKMirror

    ReplyDelete
  3. Nice blog
    Thanks for sharing this information
    Get the details of the blog performance
    Here:https://www.leadmirror.com/

    ReplyDelete
  4. very honest and well written post. I really appreciate your hard work thanks for sharing such a nice post.
    Please visit my Collection of Sai Baba Images, krishna Images , Hanuman Images and many hindu god images

    ReplyDelete
  5. Thank You So much for sharing informtion on your website.Your website is very informative to people.

    QMobile Noir A1 Price and Specifications Full Details

    ReplyDelete
  6. This is the best blogspot blog i came accross. Thanks if you want visit my site for shayari Teachers Day Shayari and Quotes

    ReplyDelete
  7. Nice article. Keep sharing such post. 9xmovies Download latest movies. Thanks once again.

    ReplyDelete
  8. Thank You So much for sharing informtion on your website.Your website is very informative to people.
    Photo Animator App Android

    ReplyDelete
  9. nw-31297-2

    PS4 External Hard Drive – Top Product Of 2019

    ce-34788-0

    You have a good looking web site
    Your site is exactly what I have looking for!! Keep up with the good work.

    ReplyDelete
  10. Thank you for explaining this function correctly and deeply you make my concept clear.
    movierulz

    ReplyDelete
  11. IndoXXI Pro APK – Nonton Film Subtitle indonesia Gratis, Mudah untuk di gunakan, indoxx1 pro sangat berkualitas, sangat keren, nonton jadi mudah 🙂 Indoxxi Apk Lite Pro Download adalah aplikasi untuk mencari informasi film-film terbaru yang ada di indoxxi indoxx1 lk21 layarkaca21.
    Indoxxi
    IndoXXI
    Cara Download Film di INDOXXI

    ReplyDelete
  12. I have to share something and this is related to top beaches and amazing and awesome places to visit in India and outside india if you need tourist visa you can approach us we'll help you to get visa of countries. So why you are stressed, release your stress and find topbeach and places near to you to visit and enjoy your life


    top beaches in Bali and find out things to do in bali

    Thank you for writing can I say something for those people who are looking for one of the best website to find details about latest gadget launch, there price, fac3book, dslr full form, USSd code of airtel, idea and protected text like websites so why you are finding, its here read out

    realme powerbank 10000 mah power bank by realme

    ReplyDelete
  13. Thanks Admin For That Great article. you may also like Our website Pinoyteleseryetambayan is offering free videos in Best result dramas of All channels of Philippine Like GMA7 Network & ABS-CBN of all Pinoy Teleserye

    ReplyDelete
  14. Very Nice and good article thanks for share this article 먹튀 검증사이트

    ReplyDelete
  15. Very informative and great post. Thank you for sharing.

    Compare prices in Sri Lanka

    ReplyDelete
  16. Thank you for your good information
    I will always support you to do your best in everything.
    I hope to have a good exchange in the future
    먹튀검증사이트



    ReplyDelete
  17. There is also a skid plate which ensures that bottom of the kayak stays solid and intact even on the rocky surface – it makes it durable. It is a perfect tandem kayak for beginners and intermediates.

    Top 10 Best Tandem Kayaks

    ReplyDelete
  18. i am read your article thank you so much for sgare this amazing article sir
    Check my best site: 토토사이트

    ReplyDelete
  19. If you are interested in then we can provide you thecompany directory and data provider
    We also provide sales automation and marketing automation.

    ReplyDelete
  20. I wonder what would have happened if I made this 온라인바카라

    ReplyDelete
  21. thank you very much for share this amazing article i like your website check my website 파워볼사이트

    ReplyDelete
  22. i like your website and post your writing is very good please keep it up 토토사이트

    ReplyDelete
  23. cool blog i hope i can learn more about this! check my website https//:hpx7.com 토토 사이트

    ReplyDelete
  24. Usually I never comment on blogs but your article is so convincing that I never stop myself to say something about it.
    try to visit our site once: http://hky7.com 토토 사이트

    ReplyDelete
  25. Nice article thanks for sharing and if u have some time feel free to visit our site https://hpx7.com
    바카라사이트

    ReplyDelete

  26. Hey want some interesting site?
    Then check this out
    https://hpx7.com 바카라사이트
    Learn more and enjoy!

    ReplyDelete
  27. You completed a number of fine points there. I did a search on the topic and found nearly all people will go along with with your blog. 먹튀검증

    ReplyDelete
  28. Hello, Neat post. There is a problem together with your website in web explorer, could test this¡K IE still is the marketplace leader and a large section of other folks will leave out your fantastic writing due to this problem.무료웹툰

    ReplyDelete
  29. Whether you are a PC or a console gamer, you may spend hundreds of hours performing tasks, taking quests, and fighting enemies. As such, relaxation is the first criterion that matters when picking the ideal gambling earbuds.

    pc gaming earbuds

    ReplyDelete
  30. Basically, if you have a house and need to sell it fast “now”… we’d like to make you a FAIR cash offer and close on it when you’re ready.

    We Buy Houses Greenfield WI

    ReplyDelete
  31. As you know, each person is very busy in this modern era. So, some people search for the best way to get entertainment in their free moments

    GoGo anime

    ReplyDelete
  32. As you know, hundreds of people want the best way to enjoy or spent their free moments for fun. People have different wishes for this purpose. Also, they are using different things for enjoyment

    Kiss anime

    ReplyDelete
  33. Very NIce Article thanks for share this amazing article They are only 30 minutes from Encase in Canada of the hole.I loved the Florist and Accessories shop in Padilla led Monte, in the Community of Madrid. 우리카지노

    ReplyDelete
  34. Bruc Bond endeavor to lead the financial sector with sustainability, customizable product offering, and open communication. At Bruc Bond we aim to make 21st century banking straightforward, simple, and transparent.

    Bruc Bond

    ReplyDelete
  35. Once Notarially Certified, certain documents may require further certification such as the affixing of an Apostille certificate or on some occasions Consular legislation is required



    Notary Southall

    ReplyDelete
  36. 전 세계 사람들은 농구를보고 놀면서 수많은 시간을 보내 게됩니다. 사실, 대부분의 플레이어는 여전히 게임에 대해 배울 수있는 것들이 더 재미있어집니다. 농구 통찰력을 얻으려면 독서를 계속하십시오.

    많은 사람들이 방어가 승리의 열쇠라는 것을 깨닫지 못하고 게임의 공격적인 부분에만주의를 기울입니다. 방어는 농구 경기에서이기는 것입니다. 공격은 칭찬과 관심을 모두 얻지 만, 좋은 방어력이 없으면 모든 농구 팀이 패배하게됩니다.

    머리가 올라가고 눈이 앞으로 오는 동안 물이 뚝뚝 떨어지십시오. 드리블 중 어떤 이유로 든 볼을보고 있다면 연습을 충분히하지 않은 것입니다. 어디를 가든 볼이 함께 갈 수 있습니다. 당신의 사서함에 걸어? 공을 드리블하십시오. 공에주의를 기울이면 게임의 나머지 부분에주의를 기울이지 않습니다.

    점프 기술을 개발할 때는 웨이트 트레이닝 사용을 제한하십시오. 너무 큰 부피의 근육으로 무게를 줄이면 점프 샷에 부정적인 영향을 줄 수 있습니다. 일부 사격 경비원들은 무기를 너무 많이 사용하여 필드 목표의 백분율을 낮추기 시작했습니다.

    상대를 속이는 데 관심이 있으십니까? 백 패스를 시도하십시오. 공을 사용하려면 가장 지배적 인 손에 공을 넣으십시오. 그런 다음 공을 등 뒤로 제자리에 당기십시오. 공을 전달할 방향으로 손목으로 빠르게 튕 깁니다. 이것은 상대 팀을 혼동시키는 매우 유용한 트릭입니다.

    농구는 개인적인 신체 활동이나 팬 광경으로 즐거움의 원천입니다. 게임을 향상 시키거나 이해력을 높이려면 항상 스포츠에 대해 최대한 많은 지식을 얻는 것이 좋습니다. 이 기사에서는 필요한 팁을 제공했습니다파워볼사이트.

    ReplyDelete
  37. Alleen op die manier kunt u er zeker van zijn dat alles zonder zorgen zal verlopen. Het is dan ook belangrijk om te weten dat wij een specifieke werkwijze hanteren om dit altijd op de juiste wijze te verzorgen.

    Verhuisbedrijf XXL

    ReplyDelete
  38. Are you all looking for the latest teer result 2020.

    ReplyDelete
  39. Als je een partytent huurt is het belangrijk om ook aan de aankleding en inrichting te denken. Het is wel zo praktisch om dat ook bij Colors Events te regelen. Wij kunnen behalve jouw partytent ook zorgen voor meubilair zoals statafels, al dan niet voorzien van rokken, stoelen of gewone tafels. Ook feestverlichting mag niet ontbreken als je een feest in de avonduren organiseert

    Bekijk de website

    ReplyDelete
  40. Webactueel schakel je in als je een maatwerk WordPress website laten maken wilt. Door een maatwerk website te ontwikkelen is het mogelijk om meer leads te genereren. Daarbij hebben we altijd oren voor de wensen en eisen die jij als ondernemer hebt als het om jouw website gaat. Bovendien gaat het om meer dan alleen een website. Ook het toepassen van de juist online marketingstrategie helpt hier in grote mate bij. Wij kunnen dit allemaal voor je verzorgen.

    Webactueel

    ReplyDelete
  41. Webactueel schakel je in als je een maatwerk WordPress website laten maken wilt. Door een maatwerk website te ontwikkelen is het mogelijk om meer leads te genereren. Daarbij hebben we altijd oren voor de wensen en eisen die jij als ondernemer hebt als het om jouw website gaat. Bovendien gaat het om meer dan alleen een website. Ook het toepassen van de juist online marketingstrategie helpt hier in grote mate bij. Wij kunnen dit allemaal voor je verzorgen.
    Bekijk website

    ReplyDelete
  42. The lots of women ask, can we take protein shakes breastfeeding. They want to use protein powder shakes in breastfeeding

    protein shakes breastfeeding

    ReplyDelete
  43. The weight loss bracelet and magnetic devices are freely available in the market. People use it for weight reduction.

    best hair vitamins for black hair growth

    ReplyDelete
  44. It ’s a mysterious and wonderful thing. I ’m always watching you.해외스포츠중계

    ReplyDelete
  45. i think you are very great person because your website is very nice 메이저사이트

    ReplyDelete
  46. Top Chauffeur service in Melbourne
    Whether you need a last minute chauffeur car or a planned vehicle for your outing, book with us and get served on time. With well-mannered chauffeurs and finest vehicles, we arrange to pick and drop our customers with great punctuality. A hassle-free traveling experience waits at Silver Executive Cab for every customer

    ReplyDelete
  47. 먹튀확인

    안녕하세요 안전한 카지노와 각종 게임들이 여러분을 기다리고 있습니다.

    ReplyDelete
  48. Digikeytech is a free online information encyclopedia, News Great knowledge base of facts, Life Pro, information Hub.

    digikeytech

    ReplyDelete
  49. Thanks for sharing this valuable information. Also know about the Top 10 Hollywood Movies.

    ReplyDelete
  50. Great aritcle I really enjoyed it. Also read my blog www.techtually.com

    ReplyDelete
  51. helo friends,
    visit my website snd enjoy love poetry and sad poetry.
    https://www.urdugreatpoetry.com/2020/04/Sad-Poetry-for-love.html?m=1

    ReplyDelete
  52. I really appreciate this wonderful post that you have provided for us. I assure this would be beneficial for most of the people 파워볼 메이저 사이트

    ReplyDelete
  53. Such an interesting post. I will use your advices for my essay writing service uk 파워볼사이트

    ReplyDelete
  54. Very nice article, I enjoyed reading your post, very nice share, I want to twit this to my followers. Thanks!.
    https://youtubemp3converts.com/

    ReplyDelete
  55. Asta Achievers is the top and leading training organization in Gurgaon that help thousands of students with ielts training and service.ielts coaching in gurgaon

    The essence of interior design will always be about people and how they live. It is about the realities of what makes for an attractive, civilized, meaningful environment, not about fashion or what's in or what's out. This is not an easy job.interior designer in gurgaon

    shayari

    Being a reliable and top-rated digital marketing agency in India, our certified marketers comprehend the relevance and role of digital marketing services in business growth and development. digital marketing company in delhi

    ReplyDelete
  56. https://www.crackz4u.info/

    ReplyDelete
  57. Thanks for sharing beautiful content on your blog.  Get the latest trick of technology  Pubg Free Items  Download Your favourite urdu poetries Urdu poetry

    ReplyDelete
  58. If you are interested in knowing how you can take care of your beloved vehicle properly then www.mysmallgarage.com should be your go-to place. It has tons of great tips and articles that helps car fanatics all over the globe.

    ReplyDelete
  59. This article is very good, so I think the web will go a long way and a good blog will prove that you are doing a great job, thank you
    http://duanamaz.com/index.php/2020/06/02/benifits-of-lohe-qurani-in-hindi/

    ReplyDelete
  60. 메이저사이트 메이저놀이터 먹튀검증your go-to place. It has tons of great tips and articles that helps car fanatics all over the globe.

    ReplyDelete
  61. Thanks for sharing. I found a lot of interesting information here. A really good post, very thankful and hopeful that you will write many more posts like this one.

    How to lose weight fast without exercise

    Weight Loss Diet Plan

    Fat Cutter Drink

    Diet Plan for Weight Loss

    Veg Diet Plan

    Weight Gain Diet Plan

    BEST DIET PLAN FOR WEIGHT LOSS

    ReplyDelete

  62. Thank you for this wondrous post, Great job for publishing such a beneficial web site.
    This is a curation of ongoing and completed COVID-19 Research responses by Kampala International University (KIU). KIU is the number one private university in Uganda and is currently ranked number 4 out of 65 universities in the country according to the January 2020 Webometrics Ranking of World Universities.

    KIU COVID-19 Research





    ReplyDelete
  63. Thank you for sharing the valuable information
    토토사이트

    ReplyDelete
  64. I still wonder why people still use comments as a way of traffic
    can someone guide? algeriahome

    ReplyDelete
  65. Thanks For Sharing great info with us
    [url=https://whatsappstatus2k.com/]best status[/url]
    [url=https://whatsappstatus2k.com/best-friend-status]Best Friend Status 2020[/url]
    [url=https://whatsappstatus2k.com/love-attitude-status/]Love Attitude Status 2020[/url]
    [url=https://whatsappstatus2k.com/hurt-status-for-whatsapp/]Hurt Status for Whatsapp[/url]
    [url=https://whatsappstatus2k.com/alone-status-for-whatsapp-2020/]Alone Status for Whatsapp[/url]
    [url=https://bit.ly/31jsEmX]Status for Whatsapp[/url]

    ReplyDelete
  66. Latest Sex StoriesJuly 23, 2020 at 11:33 PM

    Story Time: The time when I made my own college teacher my sex buddy. Check the full story here.

    ReplyDelete
  67. A congressional representative serves terms of two years, a senator six, a president four. Partisans all, they win or lose elections, they come, and they go. A police officer's career has no fixed term
    https://www.betting33.com

    ReplyDelete
  68. but that officer's effectiveness in the community depends exclusively on the legitimacy the people grant him or her. Demonstrate partisan bias, and that legitimacy will dissolve -- perhaps in an instant.
    https://www.syy577.com

    ReplyDelete
  69. Ask a competent police officer "Which side are you on?" and the answer you will hear is not the Republican side or the Democratic side but your side. Of course, police have political opinions, and, these days, they are often strong opinions. But everyone in law enforcement, from leadership down to street level, needs to discipline themselves to act on those opinions only at the polls and off-duty.
    https://www.dok222.com

    ReplyDelete
  70. My response to officers and their leadership is this: The people cannot read your mind or peer into your soul, but they can hear what you say and see -- as well as feel -- what you do. What is more, they share your words and your acts on social media.
    https://www.ccclub700.com

    ReplyDelete
  71. Let these be just, measured, and resolutely apolitical. For the police must serve just one side, the American community -- gloriously diverse as it is in race, religion, appearance, lifestyle, opinion, and political affiliation.
    https://www.cacash9.com

    ReplyDelete
  72. awesome post and written in a very simple and impressive language. Thanks for sharing.
    health tips in urdu

    ReplyDelete
  73. https://zulqarnainbharwana.com/princess-eugenie/

    ReplyDelete
  74. https://zulqarnainbharwana.com/charlie-hebdo/

    ReplyDelete
  75. I am really happy to say it’s an interesting post to read . I learn new information from your article , you are doing a great job . Keep it up

    Devops Training in USA

    Hadoop Training in Hyderabad

    Python Training in Hyderabad

    ReplyDelete
  76. Thanks for this article. It's so this inspiring.We All know that workout is best remaining healthy and fit .
    So Please also read my content.
    Sarathi Parivahan Driving License

    ReplyDelete

  77. Wow What A Nice And Great Article,Thankyou SO much for Giving Us Such a Nice & Helpful articles ,I visit your Website reguraly.
    So also read my artcial..
    CSC RAP Exam ""

    ReplyDelete
  78. I found a lot of interesting information here. A really good post, very thankful and hopeful that you will write many more posts like this one.
    25 Best Google Chrome Extensions in Hindi

    ReplyDelete
  79. nice blog.
    i like your post is very interesting and informative.
    https://foodpur.org/

    ReplyDelete
  80. We have access to over 61 different banks. We are independent & have the clients best. interest. Making People’s Dreams become a REALITY! Book An Appointment. View News. View Team. Highlights: Appointment Available, Expert Available, Loan Calculators Available.

    home loan broker melbourne

    ReplyDelete
  81. I've been searching for 한국야동 hours on this topic 무료야동사이트, and finally I found your post 무료성인야동, and I've read your post 일본야동 and I'm very impressed 무료야동. We prefer your opinion 성인사진 and will visit this site frequently to refer to your opinion 성인야동. When would you like to visit my site? 조개모아

    ReplyDelete
  82. Awesome blog you have here 온라인카지노 but I was wondering if you knew of any forums 스포츠토토 that cover the same topics talked about here 먹튀검증사이트? I’d really like to be a part of group where I can get suggestions 안전놀이터 from other experienced people 추천픽 that share the same interest 먹튀사이트. If you have any recommendations 검증사이트, please let me know 먹중소. Bless you! 먹튀중개소

    ReplyDelete
  83. I just like the helpful information you provide on your articles.
    I’ll bookmark your blog and test again here frequently.
    I am reasonably sure I will be told many new stuff proper right here!
    Good luck for the next!

    यूपी गन्ना पर्ची

    ReplyDelete
  84. Really I enjoy your site with effective and useful information. It is included very nice post with a lot of our resources.thanks for share. i enjoy this post 토토사이트

    ReplyDelete
  85. Just admiring your work and wondering how you managed this blog so well. It’s so remarkable that I can't afford to not go through this valuable information whenever I surf the internet! 사설토토

    ReplyDelete
  86. Wonderful article. Thanks too much for the breakdown you have presented here. I am still sort-of an illiterate on this topic. So this post was really helpful to me personally. My husband just launched his own ebook on this issue and I think some things learned from your post would enable me personally to give him the necessary support. Thanks! 메이저토토

    ReplyDelete
  87. I want you to thank for your time of this wonderful read!!! I definately enjoy every little bit of it and I have you bookmarked to check out new stuff of your blog a must read blog! 메이저놀이터

    ReplyDelete
  88. I appreciate you taking the time to talk about them with people. 토토

    ReplyDelete
  89. Very good written article. It will be supportive to anyone who utilizes it, including me. Keep doing what you are doing – can’r wait to read more posts. 사설스포츠토토

    ReplyDelete
  90. I really like your take on the issue. I now have a clear idea on what this matter is all about.. 토토

    ReplyDelete
  91. I am looking for and I love to post a comment that "The content of your post is awesome" Great work! 안전공원

    ReplyDelete
  92. hi was just seeing if you minded a comment. i like your website and the thme you picked is super. I will be back. 안전놀이터

    ReplyDelete
  93. I am really enjoying reading your well written articles. It looks like you spend a lot of effort and time on your blog. I have bookmarked it and I am looking forward to reading new articles. Keep up the good work. 먹튀검증

    ReplyDelete
  94. Great article and a nice way to promote online. I'm satisfied with the information that you provided 토토사이트

    ReplyDelete
  95. I feel a lot more people need to read this, very good info! 안전놀이터

    ReplyDelete
  96. There is definately a great deal to know about this subject. I like all of the points you've made 토토

    ReplyDelete
  97. I got too much interesting stuff on your blog. I guess I am not the only one having all the enjoyment here! Keep up the good work 바카라사이트

    ReplyDelete
  98. Interesting and amazing how your post is! It Is Useful and helpful for me That I like it very much, and I am looking forward to Hearing from your next.. 슈어맨

    ReplyDelete
  99. Its a great pleasure reading your post.Its full of information I am looking for and I love to post a comment that "The content of your post is awesome" Great work. 안전놀이터

    ReplyDelete
  100. This is worth it to read for everyone. Thank you for sharing good ideas to all your readers and continue inspiring us 먹튀폴리스

    ReplyDelete
  101. Sonarworks Reference 4 Crack is amazing sound reference software that removes unwanted sound coloration and delivers the same accurate studio reference sound on all speakers. This is designed to calibrate systems to achieve the smoothest possible amplitude-frequency response in the room.
    Sonarworks Reference 4 Studio Edition Crack



    ReplyDelete
  102. I found your this post while searching for information about blog-related research ... It's a good post .. keep posting and updating information. 먹튀폴리스

    ReplyDelete
  103. I feel very amazed that I read this. It is very helpful and very informative and I really learned a lot from it. 이기자벳

    ReplyDelete
  104. We review the top-rated best coffee makers.... Read more bestcoffeemakersonline...

    ReplyDelete
  105. We understand that selling your home can be a difficult and confusing process, especially if you are in behind in your payments or have a home in need of repair. Our We Buy Houses investors can simplify the process by making you a clear, cash offer to purchase your home, along with presenting other options that may be available to you.
    Sell Your House Fast

    ReplyDelete
  106. I've been searching for 한국야동 hours on this topic 무료야동사이트, and finally I found your post 무료성인야동, and I've read your post 일본야동 and I'm very impressed 무료야동. We prefer your opinion 성인사진 and will visit this site frequently to refer to your opinion 성인야동. When would you like to visit my site? 조개모아

    ReplyDelete
  107. I've been searching for 토렌트사이트 hours on this topic 야동사이트, and finally I found your post 먹튀검증사이트, and I've read your post 웹툰사이트 and I'm very impressed 성인용품. We prefer your opinion 스포츠중계 and will visit this site frequently to refer to your opinion 드라마다시보기. When would you like to visit my site? 한인사이트 무료야동

    ReplyDelete
  108. I've been searching for 한국야동 hours on this topic 무료야동사이트, and finally I found your post 무료성인야동, and I've read your post 일본야동 and I'm very impressed 무료야동. We prefer your opinion 성인사진 and will visit this site frequently to refer to your opinion 성인야동. When would you like to visit my site? 조개모아

    ReplyDelete
  109. Best Window Tinting service in Elgin Illinois. if you happen to live in Illinois or at nearby area you can have you car or any window tint by the Cutting Edge Window Tinting.

    Cuttingedgewindowtinting at Elgin Illinois

    https://www.wboc.com/story/43722582/cutting-edge-is-the-best-legal-window-tinting-service-you-can-have-in-elgin-illinois

    ReplyDelete
  110. Brookside is selling hand sanitizer that not only kill the germs and viruses but it can also be used as a mosturizer. CBD hand sanitizer can provide you with many benefits you can order it online by visiting.

    BrooksideCBD Hand Sanitizer

    www.ktvn.com/story/43957395/things-that-will-make-you-lovecbd-living-hand-sanitizer

    ReplyDelete
  111. It’s a pity you don’t have a donate button! I'd without a doubt donate to this fantastic blog! 스포츠토토

    ReplyDelete
  112. I will suggest mainly good as well as accountable ideas, consequently notice: 검증사이트

    ReplyDelete
  113. Greetings! Very helpful advice in this particular article! It’s the little changes which will make the largest changes. Thanks for sharing 사다리사이트

    ReplyDelete
  114. thank you for your interesting infomation. 메이저놀이터

    ReplyDelete
  115. I know your expertise on this. I must say we should have an online discussion on this. 스포츠중계

    ReplyDelete
  116. Thanks for the blog filled with so many information. 카지노사이트

    ReplyDelete
  117. Stopping by your blog helped me to get what I was looking for. 안전놀이터

    ReplyDelete
  118. We all need to see this kind of information, and we really hope that this article will spread widely.메이저사이트추천 May the good things always be full.

    ReplyDelete
  119. That's a wonderful piece of writing. Not as good as you, but I'm wearing it like this. Take a look.사설토토사이트

    ReplyDelete
  120. Nice articel, This article help me very well. Thank you. Also please check my article on my site about htaccess tutorial.

    ReplyDelete
  121. Nice articel, This article help me very well. Thank you. Also please check my article on my site about Best wordpress Tutorial.

    ReplyDelete
  122. DVDFab Crack is a DVD and Blue-ray copying and conversion tool. The software has different versions that support Windows and Mac OS. It can professionally burn or copy DVDs, and Blue-ray did sit a variety of features that allows you to copy, clone, rip, burn, and decrypt DVDs. DVDFab allows you to convert other formats of videos to DVD or blue-ray and DVD and blue-ray to other formats.
    dvdfab-crack

    ReplyDelete
  123. People with schizophrenia attempt suicide more frequently than the general population, and about 10% of those who attempt suicide die. Predicting suicide in a person with schizophrenia is very difficult, so if a patient talks about suicide or attempts to commit suicide, he or she should seek professional help immediately.
    메이저사이트

    ReplyDelete
  124. “Useful Post”
    Roblox Transparent PNG Logos That you can download to your computer and use in your designs.

    ReplyDelete
  125. Artisteer Crack License Key is a web design automation product that instantly creates great and unique website templates and blog themes. you can design WordPress and Blogger blogs and professional websites and export them as Google Blogger templates, WordPress themes.
    Mixpad Crack
    Clonedvd Ultimate Crack
    Microsoft Project Crack

    ReplyDelete
  126. Websofy Software Private Limited, you can easily get reasonable services to develop a beautiful website. Web Development Company in Lucknow |

    Digital Marketing Company in Lucknow

    SEO Expert in Lucknow

    ReplyDelete
  127. https://textspeed.in/

    promotional sms chennai

    ReplyDelete
  128. Kosa Silk Sarees at Bunkar Sarees are the pure refined version of modern-day Tussar silk. These sarees are mainly woven in the Vidarbha part of Maharashtra. Normally, the Tussar Silk Sarees are considered as the foremost popular sarees in India. We at Bunkar Sarees Online bring you the fantastic designs of the Kosa Silk Sarees at the lowest price range. Whether you are looking for the finest and pure silk sarees, then here is your best option for easily enjoying your shopping.


    Pure Silk Sarees in Lucknow

    Bridal Sarees in Lucknow

    ReplyDelete
  129. Know About aud to usd Login - The Complete Guide To Login Pepperstone Account

    ReplyDelete
  130. https://www.smarttechjr.com/


    best online coding classes for kids Chennai

    ReplyDelete
  131. Coding for kids in Malaysia

    https://smarttechjrs.blogspot.com/2021/10/top-5-programming-languages-for-kids-to.html

    ReplyDelete
  132. Able2extract Professional Crack is a powerful and intelligent software to convert PDF files to HTML, TXT, PowerPoint, Excel, Publisher, OpenOffice, and AutoCAD files.
    Adobe Audition CC Crack
    Mixpad Crack
    Rrazer Surround Pro Crack
    Pycharm Crack
    Wondershare DVD Creator Crack

    ReplyDelete
  133. Thanks for sharing the information, for more information check coding for kids chennai
    and visit smarttechjr.com

    ReplyDelete
  134. نازلترین قیمت پنکک را در وب سایت سین دخت مشاهده کنید

    ReplyDelete
  135. It’s really a cool and useful piece of info. I am satisfied that you simply shared this useful information with us.Please keep us up to date like this. Thanks for sharing.
    artificial jewellery in chennai
    jewellery online in chennai
    imitation jewellery in chennai
    women jewellery in chennai

    ReplyDelete
  136. Sign In To Your Oanda Account And Manage Your Asset Portfolio. Use The Platform To Trade Currencies Or Cryptocurrency Online. For More Information, Read About Their Security Features And How To Set Up Auto Trading.

    ReplyDelete
  137. This blog is fantastic, and I enjoy reading your articles. Continue to do a fantastic job! Many people are looking for this information, and you may tremendously help them.
    SEO Company in Chennai

    ReplyDelete
  138. I've learned a few useful things here. It's definitely worth bookmarking for future reference. I'm curious as to how much effort you put into creating such an excellent educational website.
    software development company in Chennai

    ReplyDelete
  139. Thanks for such a fantastic blog. Where else could anyone get that kind of info written in such a perfect way? I have a presentation that I am presently writhing on, and I have been on the look out for such great information. 꽁머니


    ReplyDelete
  140. You make it seem so plain in your presentation, but I believe this is a subject that I will never grasp. It appears to me to be extremely complex and broad. I eagerly await your next post and will do my best to comprehend it!
    ios app development company in chennai

    ReplyDelete
  141. Hello there! I could have sworn I’ve been to
    this website before but after browsing through some of the
    post I realized it’s new to me. Nonetheless, I’m definitely glad
    I found it and I’ll be bookmarking and checking back
    often!

    Best UI/UX Design Companies in Chennai
    Mobile app development company in chennai
    App development company in chennai
    mobile app development in chennai
    app development company in chennai

    ReplyDelete
  142. Thank you very much for sharing!! The mastery of martial arts fascinates me. Bruce Lee is one of my favourite actors; his innate ability in martial arts is incredible.

    SAAS Application Development in chennai
    Ecommerce development company in chennai
    Online Shopping Website Development company in chennai
    CRM Development Companies in Chennai

    ReplyDelete
  143. Great Blog! you did a Fantastic website! Keep up the incredible job, you did a really good job on this post. good job in this post keep up the good work

    photoshoot in andaman
    photographers in andaman
    photoshoot at andaman
    andaman photoshoot
    pre wedding shoot in andaman
    photoshoot in havelock andaman

    ReplyDelete
  144. I'm not sure where you got your facts, but it's an intriguing topic. I need to set aside some time to gather and digest more information. I needed this information for my goal, and you gave it to me.
    best sms provider in india chennai
    best bulk sms service provider in chennai
    sms service provider in chennai
    sms marketing chennai
    best sms provider in india chennai

    ReplyDelete
  145. Tenorshare iAnyGo Crack allows you to restore iPad/iPod touch and iPhone from its backup file
    iAnyGo Crack Mac

    ReplyDelete
  146. Wow. This is amazing site for me. Good work on this webpage. Here is a detailed article on Earn money from youtube. Thanks.

    ReplyDelete
  147. Hello, everything is fine here, and everyone is eager to offer their knowledge, which is wonderful. Continue writing!
    Coding for kids in Singapore

    ReplyDelete
  148. Your article appeals to me. This is a blog that everyone should read. Because this site is so important to everyone, I'm going to share this article. Thank you so much for sharing your knowledge with us.

    ReplyDelete
  149. Thank you for providing such a useful and attractive blog, with really useful information and things I never imagined, and I would recommend that you write more blogs and blog posts like that for us. Once again, thank you.

    ReplyDelete
  150. You're so fascinating! I don't believe I've ever read anything like that before. It's really refreshing to come across someone who has some unique perspectives on this subject. Thank you for getting things started. This weblog is exactly what the internet needs: someone with a little bit of creativity!


    photographers in andaman
    photoshoot in havelock andaman
    photoshoot in andaman
    pre wedding shoot in Andaman
    andaman photoshoot
    photoshoot at andaman

    ReplyDelete
  151. This is a fantastic article with a lot of useful information. These types of articles keep visitors interested in the website, so keep sharing more...

    ReplyDelete
  152. Rank In Forex .. We are a Digital Marketing agency focusing on Digital Marketing For Forex Broker. We have been on top of Google search for the phrases you can see on the right and we will be happy to tell you how we did it.

    ReplyDelete
  153. No One Knows How Many Links Are Required To Rank On The First Page Of Google, But It's Safe To Say That There Are A Lot. We Will Do All The Work For You, Including The Tedious Free Seo Audit For Forex Brokers Process, For A Reasonable Price. We'll Make Sure That You Have A Complete List Of Links, Both Old And New, To Keep Your Site's Rankings High.

    ReplyDelete
  154. At Market Forex Net Our Aim Is To Provide You With The Information Necessary To Make An Educated Choice When Finding The Right Trading Service Provider. We List A Variety Of Brokers Offering Many Different Platforms And Services. Gaining Access To A Wide Range Of The Best Online Brokers Will Allow You To Compare Them Side By Side And Make The Right Decision For Your Trading Needs.

    ReplyDelete