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Tower: A REST API implementation on the top of Hivemind by emrebeyler

View this thread on: hive.blogpeakd.comecency.com
· @emrebeyler · (edited)
$243.25
Tower: A REST API implementation on the top of Hivemind
The official STEEM public node, `api.steemit.com` started routing some of the endpoints (follow api + tags api) to a Hivemind instance. It looks like the [current migration](https://steemit.com/hivemind/@steemitblog/hivemind-is-live) performs well.

I have been [running a public Hivemind node](https://steemit.com/hivemind/@emrebeyler/introducing-a-public-hivemind-node) for a while. Current endpoint list of Hivemind is limited, however, it has a *powerful database* where you can filter and audit blockchain actions.

Hivemind doesn't sync every type of operation into its internal database. But, you can access

- accounts 
- posts/comments
- relationships (follows, reblogs, etc.)

with a direct SQL query. 


# Introducing [Tower](https://github.com/emre/tower)
<center><img src="https://cdn.steemitimages.com/DQmNQ8RsVgaVaSw9uaezw7FjvEFxMZNWksejZg24TXF31Lz/Screen%20Shot%202019-01-16%20at%202.28.27%20PM.png"></center>


Tower is a solution to expose the Hivemind's database as REST API interface. You can have a look at the documentation at [tower.emrebeyler.me](https://tower.emrebeyler.me), and the base URL for the API is: `https://tower.emrebeyler.me/api/v1/`.

# Example Calls (/api/v1/accounts)

- Get the accounts in Germany, ordered by highest reputation


**[/api/v1/accounts/?location__contains=Germany&ordering=-reputation](https://tower.emrebeyler.me/api/v1/accounts/?location__contains=Germany&ordering=-reputation)**


- Get the most followed accounts (Top10)


**[/api/v1/accounts/?ordering=-followers&limit=10](https://tower.emrebeyler.me/api/v1/accounts/?ordering=-followers&limit=10)**


- List the accounts selected @inertia as their witness voting proxy

**[/api/v1/accounts/?proxy=inertia](https://tower.emrebeyler.me/api/v1/accounts/?proxy=inertia)**


- Get an account detail

[api/v1/accounts/emrebeyler/](https://tower.emrebeyler.me/api/v1/accounts/emrebeyler/)

# Example Calls (/api/v1/post_cache)

<center><img src="https://cdn.steemitimages.com/DQmWAWjBSWBriHd9deVTwra5z4F2RpmVYCp4eDDcT1ihcUm/Screen%20Shot%202019-01-16%20at%202.29.05%20PM.png"></center>

- List @emrebeyler's posts ordered by highest payout

[/api/v1/post_cache/?author=emrebeyler&ordering=-payout](http://tower.emrebeyler.me/api/v1/post_cache/?author=emrebeyler&ordering=-payout)

- Find @inertia's first post in the chain

[api/v1/post_cache/?author=inertia&ordering=created_at&limit=1](http://tower.emrebeyler.me/api/v1/post_cache/?author=inertia&ordering=created_at&limit=1)

# Example Calls (/api/v1/posts/)

- Find @emrebeyler's posts where the community was dpoll.

[api/v1/posts/?author=emrebeyler&community=poll](https://tower.emrebeyler.me/api/v1/posts/?author=emrebeyler&community=poll)

- Find an author's deleted posts/comments

[/api/v1/posts/?is_deleted=True&limit=10&author=author](https://tower.emrebeyler.me/api/v1/posts/?is_deleted=True&limit=10&author=author)

***

These are just example queries. Make sure to check the documentation for filters and ordering options.

# Limitations

Available filters and ordering choices may subject to change in the future. Also, keep in mind that this is an experimental service and depending of the costs, my `tower.emrebeyler.me` may become private. 

# Technical Details

Tower is a Python3.6 and Django application. It uses [DRF](https://django-rest-framework.org) to expose [database models](https://github.com/emre/tower/blob/master/hive/models.py) as a REST interface. 

If you want to run a `Tower` instance, follow these steps.

# Installation

```
$ git clone https://github.com/emre/tower.git
$ python3.6 -m venv tower-env
$ source tower-env/bin/activate
$ cd tower
$ pip install -r requirements.txt
```

# Configuration

```
$ vim tower/local_settings.py
```

Add database information of your Hivemind:

```
DATABASES = {
    'default': {
        'ENGINE': 'django.db.backends.postgresql_psycopg2',
        'NAME': 'db_name',
        'USER': 'db_user',
        'PASSWORD': 'db_password',
        'HOST': 'host',
        'PORT': 'port',
    }
}
```

# Running

For development:

```
$ python manage.py runserver
```

For production:

```
$ gunicorn tower.wsgi
```

# Roadmap

- More filtering options on `posts` and `posts_cache` tables. These tables are huge and don't have many indexes. If I come up with a fast solution, I plan to add more filtering options.

- Additional view sets for relationships (follow, reblog, etc.) These are already handled on the hive's internal RPC server, not a priority but good to have.

# Post Updates

- @ausbitbank has a new tower node located at https://hivemind.steemviz.com. Thank you!
- @jrawsthorne has an alternative graphql implementation located at https://steem-graphql.jakerawsthorne.co.uk/.

# Vote for me as a witness

I do my best to support the blockchain with my skills. If you like what I do, consider casting a vote on [via Steemconnect](https://steemconnect.com/sign/account-witness-vote?witness=emrebeyler&approve=1) or on [steemit.com](https://steemit.com/~witnesses).
👍  , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and 936 others
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vote details (1000)
@abh12345 ·
Classy stuff dude!
properties (22)
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@ahmad575447 · (edited)
Your posts  are  really  great:) keep it up @emrebeyler
👍  
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vote details (1)
@arafathsunny ·
I think it will be good for everybody
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@arcange ·
Congratulations @emrebeyler!
Your post was mentioned in the [Steem Hit Parade](https://steemit.com/hit-parade/@arcange/daily-hit-parade-20190116) in the following categories:

* Comments - Ranked 6 with 72 comments
* Pending payout - Ranked 1 with $ 203,68
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@ashokcan143 ·
Thanks for the information.

Posted using [Partiko Android](https://steemit.com/@partiko-android)
👎  
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vote details (1)
@ausbitbank ·
Awesome work @embreyler , I'll experiment with this on my hivemind install today :)
👍  
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vote details (1)
@ausbitbank ·
$1.39
Awesome stuff! I've spun up a tower install publicly available at https://hivemind.steemviz.com
👍  , , , , , , , , ,
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vote details (10)
@emrebeyler ·
Wow, great! :)
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@freddy22 ·
no entendí me ayudas
👍  
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vote details (1)
@shamim6122 ·
Great Stuff!
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@browa ·
Good!)))
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@chrisluke ·
Steemian great joy beat me with cash. Very great deal!!
👎  
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vote details (1)
@dilm ·
I have followed you on Steemit, please be kind enough to follow me as well.
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@dreamrafa ·
great!, finally some cool news for steem... Hopefully this keeps reflecting on price :)
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@fasa ·
Very good but what programming system are you using? Is it reliable for all systems from Android windows and mac?
properties (22)
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@alayner ·
Fantastic
properties (22)
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@fazibaba ·
Aweaomees
properties (22)
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@fazibaba ·
I want to impove my account plz help me
properties (22)
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@geekpowered ·
$0.07
Awesome work! This is amazing. I can't even imagine the types of things that will now be possible to develop thanks to this. This likely means that developers need to know less about the quirks of working with the blockchain and can treat it more like a standard web service.
👍  
properties (23)
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vote details (1)
@hakanyasinirmak ·
Selam bu platformda yeniyim ama burası için farklı bir platform tarzı var aklımda bunu projelendirme anlamında yardımcı olabilirmisiniz?
👍  
properties (23)
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vote details (1)
@hasmez ·
Very nice @emrebeyler! I appreciate your great effort for the steem blockchain.
I have casted two votes for you : one for your poste above and another for you as a witness.
Good luck and best regards
@hasmez
properties (22)
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@emrebeyler ·
Thank you for the witness vote! :)
properties (22)
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@hasmez ·
Not at all :)
properties (22)
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@helo ·
$14.01
- Great blog post as an intro to a project.
- Awesome project that brings usefulness to this innovation that is hivemind.  I look forward to see what projects will use this api.
- I use this github link to be able to look at all the code at once:
https://github.com/emre/tower/compare/dff87fad19876efb6dd14c253609c4e4610a63b7..883425100e0841691822e5ea9c4ad3ac7fb2e964


Your contribution has been evaluated according to [Utopian policies and guidelines](https://join.utopian.io/guidelines), as well as a predefined set of questions pertaining to the category.

To view those questions and the relevant answers related to your post, [click here](https://review.utopian.io/result/3/2-1-1-1-1-2-2-).

---- 
Need help? Chat with us on [Discord](https://discord.gg/uTyJkNm).

[[utopian-moderator]](https://join.utopian.io/)
👍  , , , , , , , , , , , , , , , , , ,
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vote details (19)
@hanimardi29 ·
i want make a group exchange upvote
👍  
👎  ,
properties (23)
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vote details (3)
@salomia025 ·
Wooo
👎  
properties (23)
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vote details (1)
@utopian-io ·
Thank you for your review, @helo! Keep up the good work!
properties (22)
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@hightouch ·
Thanks for the work!
I noticed that you was not on my witness list... but it's fixed now :)
properties (22)
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@emrebeyler ·
Thank you :)
👍  
properties (23)
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vote details (1)
@isnochys ·
$0.02
Fantastic Work!

Django .. Postgresql .. REST .. Hivemind 

![Screen_Shot_2019-01-14_at_8.49.58_PM.png](https://cdn.steemitimages.com/DQmVutEcKNDEd8WyVkeSk5ewa9HjbGoyitNHHTDjc4iC4jo/Screen_Shot_2019-01-14_at_8.49.58_PM.png)
(Yes, it still works :))
👍  
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vote details (1)
@soufyane94 ·
Good
👍  
properties (23)
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vote details (1)
@itegoarcanadei ·
I would be happy to do it, but I never receive votes by witnesses... 

*DO UT DES*...

Posted using [Partiko Messaging](https://steemit.com/@partiko)
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@itstime ·
I don't know what it means...but it "sounds" like something good....best of luck.
👍  
properties (23)
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vote details (1)
@jent ·
How difficult is to allow querying post by multiple tags at once?
properties (22)
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@karimhaiek ·
good  please continue !!
properties (22)
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@mcfarhat ·
As always, awesome work @emrebeyler !
properties (22)
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@emrebeyler ·
Thank you @mcfarhat! :)
properties (22)
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@minnowbooster ·
@minnowbooster upvoted this post!
![Calling @originalworks :)](https://upgoat.steemmall.com/?user=mahsumakbas&receiver=emrebeyler&sender=masonmiler&value=0.02&hash=420)
*<sub>img credz: pixabay.com</sub>*
*Nice, you got an awesome upgoat, thanks to @mahsumakbas*
*BuildTeam wishes everyone a bullish new Year!*
*Want a boost? [Minnowbooster's](https://steemit.com/minnowbooster/@minnowbooster/minnowbooster-the-holiday-magic-is-back-for-2019) got your back!*
    
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@mohsenone ·
Thanks 😊

Posted using [Partiko Android](https://steemit.com/@partiko-android)
properties (22)
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@newageinv ·
$0.21
I am encouraged by the possibilities of what Hivemind can bring to communities and appreciate your efforts in development.  I have given you my witness votes to assist you in gaining influence to continue to work towards the sustainability of the protocol!

Posted using [Partiko iOS](https://steemit.com/@partiko-ios)
👍  , ,
properties (23)
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vote details (3)
@emrebeyler ·
Thank you! Much appreciated.
properties (22)
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@hanimardi29 ·
i want make a group exchange upvote  ..
👍  
👎  
properties (23)
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vote details (2)
@nildighonto ·
This post should make $200 without any bot. Sorin is creating the best content on Steemit at the moment.
properties (22)
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@paulag ·
$0.20
this is fantastic, nice work.  Is adding global properties (steem supply, pricing, block number ....) on the cards at all?
👍  ,
properties (23)
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vote details (2)
@emrebeyler ·
Thanks. Yes, there is a hive_state table stores the dynamic global properties. I will add with the next iteration.
properties (22)
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@paulag ·
fantastic.  Where can I find a full list of tables or structure of the data?
properties (22)
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@pennsif ·
This post has been included in the latest edition of  [**SOS Daily News**](https://steemit.com/steem/@pennsif/sosdailynewsnewsaboutthestateofsteem16january2019-oi1avqje52) - a digest of all you need to know about the State of Steem.

***

* *Editor of the [**The State of Steem SoS Daily News**](https://steemit.com/steem/@pennsif/sosdailynewsnewsaboutthestateofsteem16january2019-oi1avqje52).*

* *Promoter of [**The State of Steem SoS Weekly Forums**](https://steemit.com/dtube/@pennsif/k8811wa6).*

* *Editor of the [**weekly listing of steem radio shows, podcasts & social broadcasts**](https://steemit.com/mspwaves/@pennsif/schedule-of-radio-shows-podcasts-and-social-broadcasts-week-beginning-14-january-2019).*

* *Founder of the [**A Dollar A Day**](https://steemit.com/adollaraday/@adollaraday/a-dollar-a-day-charitable-giving-project-ususd-5000-donated-in-8-months-we-made-it) charitable giving project.*

***
properties (22)
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categoryutopian-io
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@pocketechange · (edited)
How would you be able to help Me, if you become a Witness...???
![](https://cdn.steemitimages.com/DQmbJjw8S6PMgLipK59NxiJnt2FhHe5vsaxXSQJsSGNhoX4/image.png)
IN GOD WE "TRUST" THE PLAN...  January 17, 2019...
properties (22)
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@quochuy ·
This is awesome!
So you think it is possible to have a search API?
Like searching for posts in specific tags, containing specific field/value in the json_metadata etc...?
properties (22)
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permlinkre-emrebeyler-tower-a-rest-api-implementation-on-the-top-of-hivemind-20190117t072043851z
categoryutopian-io
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@emrebeyler · (edited)
$0.04
Yes. It's possible. But I limited the options on `posts` and `post_cache` tables because these tables are huge. To make the queries efficient I need to add indexes targeted for them. For example, Tower will support json_metadata.app filters soon.
👍  
properties (23)
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vote details (1)
@quochuy ·
Do you have an idea when such search API will be available? With AskSteem being shutdown, I’m looking for a replacement for my @steemtelly project

Posted using [Partiko iOS](https://steemit.com/@partiko-ios)
properties (22)
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@reuven26 ·
wow interesting article
properties (22)
authorreuven26
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@rizwansadiq ·
hello sir,I have watched your Post and it was very helpful .I followed all the steps as shown in the tutorial but then also i m getting " java.lang.ClassNotFoundException: org.glassfish.jersey.servlet.ServletContainer.class " error ,why so?
properties (22)
authorrizwansadiq
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categoryutopian-io
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@roadscape ·
Excellent work! Please be aware we just made a huge batch of updates to bring hivemind out of alpha into beta: https://github.com/steemit/hivemind -- many bugs fixed and indexes tuned/added. The latest migrations might take a while.
👍  , , , , ,
properties (23)
authorroadscape
permlinkre-emrebeyler-tower-a-rest-api-implementation-on-the-top-of-hivemind-20190116t192956308z
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vote details (6)
@adenijiadeshina ·
Hello @roadscape i did not know in what way you can help me on steemit either by steem delegation. I have been posting on steemit but having low upvotes on my post and my account is not growing. Out of the low steem i get, i try to rebid bot to upvote my post so as to get more visibility but still not i am not getting much visiblity to my post. 

I would be happy if you can surely help.me out with some good amount of steem power to grow up my steem account on steemit and i would really he happy for that.

Thanks for your helping hand for me to grow on steemit
properties (22)
authoradenijiadeshina
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@emrebeyler ·
Great updates @roadscape! and congratulations on the beta milestone.

Reviewing the changes while taking a backup on the primary database. Will try migrating in a cloned database first. :)
👍  
properties (23)
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vote details (1)
@emrebeyler ·
Upgraded to beta. 🎉
properties (22)
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@hanimardi29 ·
i want make a group exchange upvote ....
👍  
👎  ,
properties (23)
authorhanimardi29
permlinkre-roadscape-re-emrebeyler-tower-a-rest-api-implementation-on-the-top-of-hivemind-20190116t225112242z
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vote details (3)
@shaunmza ·
$0.25
What are your storage needs currently? I would like to do something similar, started off doing it in MySQL but getting all the data means gigs and gigs of space is needed.
👍  ,
properties (23)
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vote details (2)
@emrebeyler · (edited)
$0.03
```
postgres=# SELECT pg_size_pretty( pg_database_size('hive') );
 pg_size_pretty
----------------
 181 GB
(1 row)
```

181 GB for hivemind. But beware, Hive doesn't store all the data of the blockchain.
👍  
properties (23)
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vote details (1)
@shaunmza ·
Thanks for this, I see it's a Postgres db in the back then.

I am interested in only a subset of the data. Is it possible to filter posts where the parent id is empty (i.e. only get back posts, not comments)?

Going to read up a bit more.
properties (22)
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@steem-ua ·
#### Hi @emrebeyler!

Your post was upvoted by @steem-ua, new Steem dApp, using UserAuthority for algorithmic post curation!
Your post is eligible for our upvote, thanks to our collaboration with @utopian-io!
**Feel free to join our [@steem-ua Discord server](https://discord.gg/KpBNYGz)**
properties (22)
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@steevebot ·
This story was recommended by Steeve to its users and upvoted by one or more of them.

Check @steeveapp to learn more about Steeve, an AI-powered Steem interface.
👍  
properties (23)
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vote details (1)
@stephen-somers ·
I wish I understiod all this technical stuff about the blockchain.
properties (22)
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@surfermarly ·
$0.10
I have no idea what you're talking about, but still you had me at *Hivemind* :-) Does that mean we're close to Communities?
👍  ,
properties (23)
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vote details (2)
@emrebeyler ·
Lol,  hivemind topic is hot nowadays. :) But we're not close to communities yet judging by the activity on the github repository.
properties (22)
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@surfermarly ·
Hehe you bet! #hivemind will become THAT trending tag on Steem shortly.

I am unable to read what's published on github, I mean i can read it but don't comprehend - so thanks for the translation here :)
properties (22)
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@hanimardi29 ·
i want make a group exchange upvote ......
👍  
👎  ,
properties (23)
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vote details (3)
@spaminator ·
$0.05
[Source]()
When you copy/paste or repeatedly type the same comments you could be mistaken for a bot. 

More information: 
[The Art of Commenting](https://steemit.com/steemcleaners/@steemcleaners/the-art-of-commenting)
[Comment Classifications](https://steemcleaners.org/comment-classifications/)
👍  
👎  , , ,
properties (23)
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vote details (5)
@themadcurator ·
$0.31
ǝɹǝɥ sɐʍ ɹoʇɐɹnƆ pɐW ǝɥ┴

👍  , , , ,
properties (23)
authorthemadcurator
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vote details (5)
@themarkymark ·
$0.10
Very cool dude will check it out when I fire up a HiveMind instance.
👍  ,
👎  
properties (23)
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vote details (3)
@emrebeyler ·
✌️
properties (22)
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@ackza ·
$0.13
so were still getting communities?
👍  ,
properties (23)
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vote details (2)
@tony57 ·
#.... This post is very important for you.............good.........good........good.........![IMG_20181129_071229.png](https://cdn.steemitimages.com/DQmRRTRHKNRVmw57bNPQjvXPj5x9VviUU4wwWH7a4Cmhi23/IMG_20181129_071229.png)
properties (22)
authortony57
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@utopian-io ·
Hey, @emrebeyler!

**Thanks for contributing on Utopian**.
Congratulations! Your contribution was Staff Picked to receive a maximum vote for the development category on Utopian for being of significant value to the project and the open source community.

We’re already looking forward to your next contribution!

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 Simply set @utopian.pay as a 5% (or higher) payout beneficiary on your contribution post (via [SteemPlus](https://chrome.google.com/webstore/detail/steemplus/mjbkjgcplmaneajhcbegoffkedeankaj?hl=en) or [Steeditor](https://steeditor.app)).

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properties (22)
authorutopian-io
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categoryutopian-io
json_metadata"{"app": "beem/0.20.9"}"
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@wakeupkitty ·
Too much info I do not understand

Posted using [Partiko Android](https://steemit.com/@partiko-android)
properties (22)
authorwakeupkitty
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@emrebeyler ·
No worries, its nerdy stuff.
properties (22)
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@wehmoen · (edited)
 
properties (22)
authorwehmoen
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@emrebeyler · (edited)
Yeah, unfortunately, if you try a wide ordering on posts or posts_cache it happens since it takes a good amount of time to get the results. Try limiting and narrowing the query for a better performance, for now.

What did you try?
properties (22)
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@barbara2210 ·
Muy buena información, aunque tuve que usar el traductor ;)
properties (22)
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@wehmoen · (edited)
 
properties (22)
authorwehmoen
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@yovannyjvv ·
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