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Web3 Data Pipelines – How to Build Blockchain Data Pipelines – Moralis Web3

1 year ago
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In search of the best method to construct blockchain knowledge pipelines? If that’s the case, you’re exactly the place that you must be. In right this moment’s information, we’ll introduce you to Moralis’ Streams API – the #1 instrument for establishing Web3 knowledge pipelines for any use case. Monitor wallets, token transfers, or every other customized occasion on the click on of a button. In case you’re wanting to get going, right here’s a fast breakdown of how one can construct knowledge pipelines with Moralis: 

Step 1 – Join free with Moralis: 

Step 2 – Go to the ”Streams” tab, click on the ”+ Create Stream” button, and observe the steps: 

Step 3 – Watch the information circulation in:

That’s it. Organising a Web3 knowledge pipeline doesn’t should be tougher than that. Nevertheless, when you’re on the lookout for a extra detailed breakdown, please take a look at our official Streams API documentation web page, watch the video down under, or be a part of us all through this information: 

Additionally, when you want to construct blockchain knowledge pipelines your self, don’t overlook to enroll with Moralis. You possibly can arrange an account freed from cost, and also you’ll be capable to begin constructing Web3 initiatives sooner and extra effectively right this moment!

Overview 

Blockchain knowledge pipelines are the spine of the Web3 {industry}, enjoying an important position within the improvement of decentralized purposes (dapps). But, establishing Web3 knowledge pipelines from scratch generally is a tough and time-consuming endeavor, involving many redundant duties. As such, there needs to be a greater approach, proper? 

Thankfully, you’ll be able to keep away from the complexities of establishing the underlying infrastructure required to run and keep Web3 pipelines with a knowledge supplier like Moralis. However what precisely is Moralis? And how are you going to use our premier instruments to construct blockchain knowledge pipelines? To seek out the solutions to those questions, be a part of us on this information. Let’s dive straight in! 

What are Web3 Information Pipelines?

Put merely, Web3 knowledge pipelines – additionally generally known as blockchain knowledge pipelines – are items of infrastructure designed to gather, ingest, remodel, and ship knowledge from networks like Ethereum to dapps and databases. 

Blockchain knowledge pipelines are essential for companies and organizations that rely on a steady and environment friendly circulation of real-time info, making them basic in creating a variety of dapps. This consists of every part from crypto wallets to decentralized exchanges (DEXs), underscoring the significance of pipelines within the rising Web3 {industry}.

How Do Web3 Information Pipelines Work? 

Just like how water pipelines carry water from a reservoir to your property’s taps, a Web3 knowledge pipeline transports knowledge from a set level to a database. Primarily, a Web3 knowledge pipeline retrieves info from a blockchain, indexes and modifies it, after which shops it in a delegated location.

The above course of could be divided into three core steps: 

Information Assortment & Ingestion: Information is collected from numerous sources – both off- or on-chain – after which will get ingested into the pipeline.Information Processing: Throughout this stage, the information undergoes processing, which can embody formatting, filtering, and making use of transformations. These operations put together it for efficient storage and insightful evaluation.Storage & Evaluation: Lastly, the processed knowledge is saved in a location suited to the necessities of the Web3 undertaking, which might vary from conventional databases to cloud storage options. The selection of storage typically will depend on the necessity for safety, scalability, and knowledge accessibility.

That’s an summary of how Web3 knowledge pipelines work. In actuality, these steps could also be considerably extra sophisticated and might differ relying in your group’s wants!

Exploring the Advantages of Blockchain Information Pipelines 

Information pipelines are essential for the blockchain {industry}, providing quite a few benefits for Web3 builders and finish customers alike. Under are 4 key advantages:

Actual-Time Insights: Web3 knowledge pipelines ship real-time info, empowering dapp customers to derive insights shortly and make knowledgeable selections on the fly. Effectivity: By automating the circulation of Web3 knowledge, blockchain knowledge pipelines lower the necessity for guide intervention and considerably scale back the chance of errors.Value-Effectiveness: Automating and optimizing knowledge processing reduces guide labor, improves useful resource utilization, and reduces error charges, resulting in important price financial savings.Information High quality: Information pipelines guarantee excessive requirements of information high quality via meticulous cleaning and formatting steps, guaranteeing the accuracy and reliability of the information offered.

The Problem of Constructing Web3 Information Pipelines 

Whereas blockchain knowledge pipelines are important for Web3 improvement setting them up could be fairly a problem. Constructing the required infrastructure to question, course of, and analyze blockchain knowledge is each a tedious and costly endeavor! 

Creating Web3 knowledge pipelines from scratch entails a number of intricate steps. These embody establishing a high-performance backfill system, implementing dependable knowledge ingestion mechanisms, and incorporating measures to take care of blockchain reorgs. As well as, you constantly must test for knowledge completeness. These duties are time-consuming and divert assets from extra strategic actions, equivalent to enhancing product options and crafting partaking consumer experiences in your dapps.

Thankfully, it’s now doable to avoid the related challenges utilizing a Web3 infrastructure supplier like Moralis. However what precisely is Moralis? And how are you going to make the most of our industry-leading companies to construct Web3 knowledge pipelines effectively?

Introducing Moralis – The Best Option to Construct Web3 Information Pipelines

Moralis is Web3’s premier knowledge supplier, and in our suite of industry-leading improvement instruments, you’ll discover nodes for all main chains and ten+ use case-specific APIs. With these assets at your disposal, you’ll be able to construct every part from cryptocurrency wallets to DEXs with out breaking a sweat! 

However what makes Moralis the {industry}’s main Web3 knowledge supplier? 

Complete & Easy: All our APIs are designed with the end result in thoughts, minimizing the requests that you must construct dapps. With single endpoints, you get knowledge from a number of off- and on-chain sources, permitting you to faucet right into a extra seamless developer expertise. Cross-Chain: Moralis APIs are absolutely cross-chain appropriate, supporting all main networks, together with Ethereum, Polygon, BSC, and so on. As such, when constructing with Moralis, you don’t should hassle with a brand new supplier for each chain you work together with. Safe: Expertise the gold commonplace of enterprise-grade safety with Moralis. We’re the one SOC 2 Sort 2 licensed Web3 infra supplier, highlighting our dedication to defending your knowledge. 

In our suite of complete, cross-chain and safe Web3 APIs, you’ll discover the Streams API – the last word instrument for anybody trying to construct blockchain knowledge pipelines. However what precisely is the Streams API? And the way does it work? Be a part of us as we discover the intricacies of this industry-leading instrument under! 

The Streams API – Set Up Web3 Information Pipelines with Ease

Our Streams API is the last word instrument for constructing blockchain knowledge pipelines. With this industry-leading interface, you’ll be able to effortlessly arrange your individual streams on the click on of some buttons. In return, you’ll get on the spot, absolutely customizable updates about vital on-chain occasions despatched on to the backend of your initiatives by way of Web3 webhooks!

The Streams API is a complete answer, supporting over 44 million contracts and counting throughout all main chains, together with Ethereum, Polygon, BSC, and plenty of others. We additionally cowl all occasions, ERC-20s, NFTs, wallets, good contracts, and extra, making it a flexible instrument for numerous blockchain purposes. 

However what makes the Streams API the last word instrument for establishing Web3 knowledge pipelines?

To reply the above query, let’s discover 4 advantages of the Streams API: 

Really Cross-Chain: Moralis’ Streams API helps 20+ chains, together with Ethereum, Polygon, BSC, and so on. Furthermore, this modern instrument lets you seamlessly monitor a number of chains via a single knowledge pipeline.Full Information Supply Protection: The Streams API helps all sorts of knowledge sources, which means you’ll be able to monitor any occasion, pockets, or good contract. Enriched Information: The webhooks returned by the Streams API are enriched with knowledge, together with token decimals, tackle labels, pockets balances, and so on., supplying you with Web3’s most complete responses. Extremely Dynamic: The Streams API is the {industry}’s most dynamic and customizable instrument for real-time blockchain knowledge. Arrange Web3 knowledge pipelines for any customized use case you’ll be able to think about.Constructed to Scale: The Streams API affords unmatched scalability, permitting you to hearken to every part from one to 100+ million addresses with a single Web3 knowledge pipeline.

Nonetheless, that offers you an summary of the Streams API. Within the subsequent part, we’ll present you the way you should utilize this premier instrument to arrange your individual blockchain knowledge pipelines!

Tutorial: Learn how to Set Up Blockchain Information Pipelines Utilizing Moralis

With Moralis’ Streams API, now you can arrange personalized Web3 knowledge pipelines with out breaking a sweat. And to point out you the way this works, we’ll now stroll you thru a complete tutorial on tips on how to monitor USDC transactions in eight quick steps: 

Step 1 – Join free with Moralis, go to the ”Streams” tab, and click on ”+ Create Stream”: 

Step 2 – Give your stream a reputation and choose the kind of occasions you wish to monitor. For this tutorial, we’ll select ”Contract Occasions”: 

Step 3 – Choose the particular occasions you want to monitor. We’ll go for ”Widespread Occasions” after which choose ”Token Transfers”: 

Step 4 – Set a tag in your stream and choose different info you’d wish to be included within the responses: 

Step 5 – Add the tackle you wish to monitor. In our case, we’ll merely add the USDC contract tackle. Nevertheless, you’ll be able to embody a couple of if you wish to monitor a number of contracts concurrently: 

Step 6 – Specify the chain(s) you wish to monitor. On this case, we’ll select Ethereum, however be at liberty to choose any blockchain(s) you need: 

Step 7 – Check your stream to verify every part works as meant (optionally available): 

Step 8 – Specify a webhook URL, hit the ”Proceed” button, get a take a look at webhook, and click on ”Save & Deploy”: 

That’s it. Organising blockchain knowledge pipelines doesn’t should be tougher than that when utilizing Moralis. In flip, you’ll now obtain an replace despatched on to your webhook vacation spot as quickly as there’s a new USDC switch. Right here’s an instance of what the response would possibly appear like:

//…
{
transactionHash: ‘0x1a3807aa7f7d1f4806245115d7b8a32ec105ce20f2b4a8ca31f9a305127c0201’,
logIndex: ‘409’,
contract: ‘0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48’,
triggered_by: [Array],
from: ‘0x47fbac3d17dcd481c3bb428adde4272b458cf724’,
to: ‘0x8ad599c3a0ff1de082011efddc58f1908eb6e6d8’,
worth: ‘5187003613’,
tokenName: ‘USD Coin’,
tokenSymbol: ‘USDC’,
tokenDecimals: ‘6’,
valueWithDecimals: ‘5187.003613’,
possibleSpam: false
},
/…

Web3 Information Pipelines Use Circumstances

Now that we’ve explored the basics of Web3 knowledge pipelines and the method of constructing them utilizing Moralis let’s look at three essential use instances:

In-App Alerts: Web3 knowledge pipelines allow the mixing of real-time alerts and notifications inside your dapps, offering customers with quick updates on essential blockchain occasions equivalent to worth fluctuations, token transfers, and extra. As such, the Streams API is a wonderful instrument for enhancing consumer engagement and retention in your dapps. 

Populating Databases: Blockchain knowledge pipelines facilitate the automated monitoring, indexing, and storage of blockchain occasions straight into your databases. This ensures that your undertaking retains a exact historic file of blockchain actions associated to particular addresses, wallets, or contracts.

Actual-Time Token Balances: With a Web3 knowledge pipeline, you’ll be able to seamlessly monitor, replace, and show your customers’ balances inside your initiatives. Entry up-to-date and real-time info on asset holdings, guaranteeing correct pockets insights. 

The use instances above are just a few examples. With a flexible instrument just like the Streams API, you’ll be able to configure Web3 knowledge pipelines to cater to nearly any state of affairs you’ll be able to think about!

Past Web3 Information Pipelines – Diving Deeper Into Moralis’ API Suite

Along with the Streams API, Moralis affords quite a lot of different assets, making Web3 improvement a breeze. In our suite of instruments, you’ll discover nodes for all main chains and ten+ APIs, together with the Pockets API, Token API, NFT API, and so on. As such, when utilizing Moralis, you get the assets that you must construct every part from cryptocurrency wallets to DEXs with out breaking a sweat! 

To spotlight the advantages of working with Moralis additional, we’ll now introduce you to 3 further Web3 APIs: 

Pockets APIToken APINFT API

Nevertheless, when you’d wish to discover all our interfaces, please go to our official Web3 API web page for extra info! 

Pockets API

Moralis’ Pockets API is the go-to instrument for anybody trying to construct cryptocurrency wallets or combine pockets performance into their dapps. With one line of code, you should utilize this premier interface to fetch a pockets’s historical past, token balances, internet price, profitability, and far more! 

To spotlight the accessibility of the Pockets API, we’ll now check out a brief script for fetching a pockets’s historical past: 

import fetch from ‘node-fetch’;

const choices = {
technique: ‘GET’,
headers: {
settle for: ‘utility/json’,
‘X-API-Key’: ‘YOUR_API_KEY’
},
};
fetch(
‘https://deep-index.moralis.io/api/v2.2/wallets/0xd06Ffc9107649344e7AB9182B685071163276BE8/historical past?chain=eth&order=DESC’,
choices
)
.then((response) => response.json())
.then((response) => console.log(response))
.catch((err) => console.error(err));

Merely substitute YOUR_API_KEY along with your Moralis API key and configure the parameters to suit your question. In return for executing the script, you’ll get a complete response containing the pockets’s historical past, full with automated class tags, tackle labels, summaries, and extra for every occasion:

{
//…
“end result”: [
{
“hash”: “0xcee9d47cb827d792f7a25b216e32adad475eac490da40a805cef7554ab7eb308”,
“nonce”: “6037420”,
“transaction_index”: “64”,
“from_address”: “0xddfabcdc4d8ffc6d5beaf154f18b778f892a0740”,
“from_address_label”: “Coinbase 3”,
“to_address”: “0xd06ffc9107649344e7ab9182b685071163276be8”,
“to_address_label”: null,
“value”: “449953580000000000”,
“gas”: “21000”,
“gas_price”: “311257923036”,
“receipt_cumulative_gas_used”: “7730854”,
“receipt_gas_used”: “21000”,
“receipt_status”: “1”,
“block_timestamp”: “2022-05-11T13:35:40.000Z”,
“block_number”: “14755151”,
“block_hash”: “0x181942955a0fda682b60cad5d2e9ee76f31fcf6349d7653e0b17ccf948bca758”,
“nft_transfers”: [],
“erc20_transfers”: [],
“method_label”: null,
“native_transfers”: [
{
“from_address”: “0xddfabcdc4d8ffc6d5beaf154f18b778f892a0740”,
“from_address_label”: “Coinbase 3”,
“to_address”: “0xd06ffc9107649344e7ab9182b685071163276be8”,
“to_address_label”: null,
“value”: “449953580000000000”,
“value_formatted”: “0.44995358”,
“direction”: “receive”,
“internal_transaction”: false,
“token_symbol”: “ETH”,
“token_logo”: “https://cdn.moralis.io/eth/0x.png”
}
],
“abstract”: “Acquired 0.45 ETH from 0xdd…0740”,
“possible_spam”: false,
“class”: “obtain”
},
//…
],
}

Token API 

The Token API is the last word instrument for ERC-20 knowledge, permitting you to streamline token knowledge integration in your dapps with out breaking a sweat. With only one single endpoint, you may get token balances, metadata, costs, and far more! 

To demo the ability of the Token API, let’s have a look at our endpoint for fetching a pockets’s token balances with costs: 

import fetch from ‘node-fetch’;

const choices = {
technique: ‘GET’,
headers: {
settle for: ‘utility/json’,
‘X-API-Key’: ‘YOUR_API_KEY’
},
};

fetch(‘https://deep-index.moralis.io/api/v2.2/wallets/0xcB1C1FdE09f811B294172696404e88E658659905/tokens?chain=eth’, choices)
.then(response => response.json())
.then(response => console.log(response))
.catch(err => console.error(err));

Simply substitute YOUR_API_KEY, configure the question parameters, and run the script. In return, you’ll get an array of all tokens held by the pockets in query, together with costs. Right here’s an instance of what it’d appear like:

{
//…
“end result”: [
{
“token_address”: “0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48”,
“symbol”: “USDC”,
“name”: “USD Coin”,
“logo”: “https://cdn.moralis.io/eth/0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48.png”,
“thumbnail”: “https://cdn.moralis.io/eth/0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48_thumb.png”,
“decimals”: 6,
“balance”: “4553447”,
“possible_spam”: false,
“verified_contract”: true,
“balance_formatted”: “4.553447”,
“usd_price”: 1.001818879776249,
“usd_price_24hr_percent_change”: 0.1818879776249283,
“usd_price_24hr_usd_change”: 0.0018221880998897314,
“usd_value”: 4.561729172660522,
“usd_value_24hr_usd_change”: 0.008297236936878599,
“native_token”: false,
“portfolio_percentage”: 100
},
//…
]
}

NFT API 

The NFT API is Web3’s #1 instrument for NFT knowledge, making NFT-based dapp improvement a breeze. With this premier interface, you’ll be able to seamlessly get NFT balances, costs, up-to-date metadata, and far more with single traces of code! 

To spotlight the accessibility of the NFT API, we’ll now present you tips on how to fetch the metadata of any NFT: 

import fetch from ‘node-fetch’;

const choices = {
technique: ‘GET’,
headers: {
settle for: ‘utility/json’,
‘X-API-Key’: ‘YOUR_API_KEY’
},
};

fetch(‘https://deep-index.moralis.io/api/v2.2/nft/0xb47e3cd837dDF8e4c57F05d70Ab865de6e193BBB/1?chain=eth’, choices)
.then(response => response.json())
.then(response => console.log(response))
.catch(err => console.error(err));

Merely substitute YOUR_API_KEY along with your Moralis key, configure the question parameters, and run the code. In return, you’ll get the metadata of the NFT specified within the request. Right here’s what it’d appear like: 

{
quantity: ‘1’,
token_id: ‘1’,
token_address: ‘0xb47e3cd837ddf8e4c57f05d70ab865de6e193bbb’,
contract_type: ‘CRYPTOPUNKS’,
owner_of: ‘0xffa914c83d851b9fe372e4ba6a6e131373aa16ab’,
last_metadata_sync: ‘2024-05-10T08:06:07.736Z’,
last_token_uri_sync: ‘2024-05-10T08:06:07.440Z’,
metadata: ‘{“picture”:”https://www.larvalabs.com/cryptopunks/cryptopunk001.png”,”identify”:”CryptoPunk 001″,”attributes”:[“Smile”,”Mohawk”],”description”:”Male”}’,
block_number: ‘16079985’,
block_number_minted: null,
identify: ‘CRYPTOPUNKS’,
image: ‘Ͼ’,
token_hash: ‘a99d02058e62e327e79aabd57e0b88a3’,
token_uri: ‘Invalid uri’,
minter_address: null,
verified_collection: true,
possible_spam: false,
collection_logo: ‘https://i.seadn.io/gae/BdxvLseXcfl57BiuQcQYdJ64v-aI8din7WPk0Pgo3qQFhAUH-B6i-dCqqc_mCkRIzULmwzwecnohLhrcH8A9mpWIZqA7ygc52Sr81hE?w=500&auto=format’,
collection_banner_image: ‘https://i.seadn.io/gae/48oVuDyfe_xhs24BC2TTVcaYCX7rrU5mpuQLyTgRDbKHj2PtzKZsQ5qC3xTH4ar34wwAXxEKH8uUDPAGffbg7boeGYqX6op5vBDcbA?w=500&auto=format’
}

Abstract: Web3 Information Pipelines – Learn how to Construct Blockchain Information Pipelines

Blockchain knowledge pipelines are important for the Web3 {industry}, supplying real-time knowledge to dapps and databases. Nevertheless, constructing blockchain knowledge pipelines from scratch can take lots of work. Thankfully, now you can keep away from all of the related redundancies with Moralis! 

Moralis’ Streams API is the #1 instrument for constructing blockchain knowledge pipelines. With this industry-leading interface, you’ll be able to monitor wallets, tokens, good contracts, and far more with out breaking a sweat!

Furthermore, the Streams API is really cross-chain appropriate, options full knowledge supply protection, is extremely versatile, and is constructed to scale along with your initiatives, making it Web3’s premier instrument for constructing blockchain knowledge pipelines. Nevertheless, when you’d wish to be taught extra about what makes this instrument stand out among the many competitors, take a look at our Alchemy Pipelines article. 

And one of the best half? In case you’re wanting to arrange Web3 knowledge pipelines your self, signing up with Moralis is a no brainer. You possibly can create an account without cost, immediately unlocking the ability of our Streams API!



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