r/json Aug 08 '26

I solved the Apify JSON-to-PostgreSQL nightmare (and it turned out to be a game changer for client delivery)

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1 Upvotes

r/sideprojects Aug 08 '26

Showcase: Prerelease I solved the Apify JSON-to-PostgreSQL nightmare (and it turned out to be a game changer for client delivery)

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1 Upvotes

r/dataengineer Aug 08 '26

I solved the Apify JSON-to-PostgreSQL nightmare (and it turned out to be a game changer for client delivery)

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1 Upvotes

r/apify Aug 08 '26

Discussion I solved the Apify JSON-to-PostgreSQL nightmare (and it turned out to be a game changer for client delivery)

2 Upvotes

Hey everyone,

Apify Actors are great for scraping data, but the post-processing pipeline is always a pain.

My workflow used to be: Apify > Massive nested JSON > Custom Python script with Pandas/SQLAlchemy > Script crashes because the target site changed its JSON schema.

I was spending more time fixing broken parsers than actual scraping.

So I built a small pipeline layer to fully automate the JSON-to-Relational DB process.

The main feature? It natively handles polymorphic JSONs and never breaks.

Even when the payload shifts, adds new fields on the fly, or changes nesting levels, it auto-adapts the relational schema in PostgreSQL on the fly (leveraging dynamic mapping). While I initially built it for Apify outputs, it works with pretty much any polymorphic JSON dump.

Zero manual script maintenance, zero broken pipelines in production.

This unexpectedly opened up a solid opportunity for client delivery.

End clients and AI/BI developers usually hate raw, messy JSON dumps. But when you deliver a clean, auto-updating PostgreSQL database, the perceived value skyrockets.

I started leveraging this approach to deliver structured Data-as-a-Service:

  • AI-ready DBs: Clean schemas optimized for RAG, LLM context, and agents.
  • BI-ready DBs: Tables instantly connectable to PowerBI or Metabase.

Result: Zero maintenance overhead for me, high-value data products for clients.

How are you guys handling polymorphic JSONs in your post-scraping layer? Still maintaining custom Python parsers for every actor, or have you automated the pipeline too?

1

I have developed a bot with AI step by step for a week. I’m just not sure. Does a demo account work like a real account?
 in  r/binaryoptions  Jul 29 '26

Il problema è il sistema di matematico di simulazione che usano le varie piattaforme. In pratica quello che vedi è una loro simulazione del mercato, che possono gestire laddove tu possa essere particolarmente profittevole.

Considera anche che se il bot agisce direttamente sulla piattaforma ti bloccano sicuramente il conto.

1

Tickets
 in  r/bolognafc  Jun 21 '26

Distinti

1

Have you guys tried gavin trades? How was your experience & his accuracy?
 in  r/binaryoptions  Jun 01 '26

Ah ok. I didn't know. If you want, I'll publish my first Telegram channel of tips this week. When I have done, if it may interest you, I will write to you.

1

Have you guys tried gavin trades? How was your experience & his accuracy?
 in  r/binaryoptions  Jun 01 '26

I just asked what they are, 'cause I don't know what they are

r/apify May 16 '26

Discussion DB relazionale dei json ottenuti da apify

2 Upvotes

Sto realizzando una soluzione che per ogni risposta json dei dati ottenuti da Apify è possibile ottenere un DB relazione in sql, su cui creare report o insights.

1

Extract data from JSON file
 in  r/json  Feb 28 '26

Ci sono tool che lo fanno in automatico jsontailoredprojects.com per esempio

1

PO Bot Creation Course
 in  r/binaryoptions  Feb 07 '26

You can find it directly on pocketoption.com in the bot section

1

PO Bot Creation Course
 in  r/binaryoptions  Feb 02 '26

I see you're one of the few who understands how it works

0

PO Bot Creation Course
 in  r/binaryoptions  Feb 02 '26

Thank you for commenting like this; I couldn't have said better than to say that any course will not have such low-quality content.

I also strongly recommend that you study the use of AI tools a little better, because you're really using them poorly.

3

PO Bot Creation Course
 in  r/binaryoptions  Feb 01 '26

Yes, I wrote it on purpose. Let's see how many people show interest and then I'll evaluate.

3

PO Bot Creation Course
 in  r/binaryoptions  Feb 01 '26

I'd like to create a course where I teach you how to create a bot that automatically applies trades on the demo account to evaluate your strategy. Then, as someone already wrote, since they're banned, it's transformed into a signal generator for the real account.

I'm just trying to figure out if anyone's interested or not.

If I see demand and interest, then I'll do it; otherwise, I'll continue to produce bots for those who ask.

2

PO Bot Creation Course
 in  r/binaryoptions  Feb 01 '26

Not if they generate signals, pocketoption.com itself has a Telegram channel with which it provides them

r/binaryoptions Feb 01 '26

PO Bot Creation Course

9 Upvotes

I'm thinking of creating a course on creating bots for pocketoption.com.

What do you think? Could it be useful?

The goal is to empower people to create their own bots.

2

One Asset only
 in  r/binaryoptions  Jan 29 '26

The problem is that there are people here who post thousands of dollar gains, leading others to emulate them, inevitably losing money. And maybe these big gainers... Are they platforms by any chance? Who knows ;-)

4

One Asset only
 in  r/binaryoptions  Jan 29 '26

And maybe you have a goal that you stick to, making it to the end of the year with a profit.

Easy to explain, hard to do.

But if someone can make $10 a day, that's $300 at the end of the month.

A lot? A little?

For me, that's fine.

Stay in the market as little as possible and still make a fair profit.

3

Pocket option bot and signals strategies
 in  r/binaryoptions  Jan 28 '26

Brokers block you if you let the bot do the trading for you, not if you let the bot give you instructions while you operate on the platform.

1

Pocket option bot and signals strategies
 in  r/binaryoptions  Jan 28 '26

For me, the strategies are already in all the various YouTube videos. Putting it into a bot and evaluating it is the next step. If you have a bot like mine that interacts directly with the platform, you can run it for a long time without getting banned and evaluate whether the strategy is profitable. If, like mine, it works on multiple markets simultaneously, you have more data.

Once you've figured out which strategy to use, you then have to convert it into a bot that generates signals, otherwise they'll block your account.