Coinbase API - A Introduction Guide - AlgoTrading101 Blog (2024)

What is Coinbase API?

Coinbase API is a method for us to trade cryptocurrencies on Coinbase automatically via code.

What is Coinbase?

Coinbase is a trading platform allows us to buy, sell and store cryptocurrencies.

Coinbase also provides a Coinbase Mobile App which is available on IOS and Android. Their mobile app provides users with the possibility to trade on the go. Their services are widely available counting up to more than 100 countries.

What can I trade on Coinbase?

When it comes to the tradable assets, Coinbase offers various cryptocurrencies like:

• Bitcoin
• Ethereum
• Bitcoin Cash
• XRP
• Litecoin
• Dash
• EOS
• Tezos
• Augur
• Stellar
• USD Coin
• Ethereum Classic
• Chainlink, and many more.

What are the pricing and fees of Coinbase?

Why should I use Coinbase API?

• Flexible Trading Platform
• Has many trading tools such as the Coinbase Pro API
• Provides educational materials
• Good customer service
• Offers a variety of more than 25 cryptocurrencies
• The interface is easy to use
• Has high liquidity exchanges

Why shouldn’t I use Coinbase API?

• Not regulated in all countries
• Only offers cryptocurrency trading
• There are not any MetaTrader platforms
• Doesn’t offer online chat support
• No official libraries
• High fees (standard version is overpriced)
• Coinbase Pro is severely lacking in features (i.e. only two EMA indicators available)
• No control over the wallet key
• Doesn’t offer all the altcoins that an altcoin trader would prefer

What alternatives are there to Coinbase API?

Coinbase API can be replaces with some alternatives and they are the following:

• Gemini
• Binance
• Kraken.io
• CoinGate
• CoinPaymets
• GoCoin
• Coinomi
• Cryptopay
• Blocknomics
• Blockchain
• BitPay and more…

What are the account types for Coinbase API?

They also have 3 types of accounts with a minimum 1$ deposit (this can change depending on the account).

First type

The first one is your simple Coinbase API for beginners and individual traders. It has many usages and some of them are the following:

• Generate bitcoin cash, bitcoin, litecoin and ethereum wallets and addresses.
• Securely store the coins.
• Obtain real-time and/or historical price data.
• Get notified when the payments arrive.
• Send/receive or sell/buy bitcoin cash, bitcoin, litecoin and ethereum.

How to get started with the Coinbase API?

In order to get started with the Coinbase API, we’ll need to go over to their website (https://www.coinbase.com) and sign up for an account.

In the top right corner you’ll see a “Get started” button that will take you to the account creation screen when you click it. After that, you’ll enter your first and last name, email and password. When everything is written click the “Create account” button.

After that, you’ll need to verify your email and add a mobile phone number for two-step authentication. Be sure to have your phone with you as you’ll get a lot of authentication messages while following through this article.

The next step is to obtain our API key. When you’re all logged in, click on your profile icon in the top right corner and go to settings. From there, click on the API section and press the “+ New API Key” button.

How do I retrieve my account balance using the Coinbase API?

Coinbase API allows us to retrieve our account balance but one at a time for each account. In the following example I’ll show how we can add up all of those accounts to get a full account balance sum.

Firstly, let’s import the Coinbase API library with the following command:

from coinbase.wallet.client import Client

The next step is to add our Coinbase API Key and the Coinbase API secret. After adding them we’ll start the client and authenticate them:

coinbase_API_key = “Your API Key”coinbase_API_secret = “Your API Secret”client = Client(coinbase_API_key, coinbase_API_secret)

After our client is running and the key is authenticated we’ll specify the starting account balance upon which the summation process will begin.

total = 0message = [ ]

Now, we’ll get our accounts and for each wallet in our accounts data we’ll append the wallet name and the native balance (USD). After that, each wallet will be added to the total sum and the total account balance message will be shown:

accounts = client.get_accounts()for wallet in accounts.data: message.append( str(wallet['name']) + ' ' + str(wallet['native_balance']) ) value = str( wallet['native_balance']).replace('USD','') total += float(value)message.append( 'Total Balance: ' + 'USD ' + str(total) )print ('\n'.join( message ))

How to get real time price data for Bitcoin using Coinbase API?

Getting real time prices with the Coinbase API is quite easy. The first thing we need to do is import the relevant library and authenticate our API key:

from coinbase.wallet.client import Clientcoinbase_API_key = “Your API Key”coinbase_API_secret = “Your API Secret”client = Client(coinbase_API_key, coinbase_API_secret)Now, we’ll specify the currency code we want to obtain:currency_code = “EUR”

Now, we’ll specify the currency code we want to obtain:

price = client.get_spot_price(currency=currency_code)print ('Current bitcoin price in %s: %s' % (currency_code, price.amount))

How to retrieve spot price data with the Coinbase API?

Retrieving spot price data with the Coinbase API is easy to do. For this example let’s retrieve the historical Bitcoin to USD spot price for the 06.06.2020 date.

As in our previous examples we’ll import the library and authenticate the API key:

coinbase_API_key = “Your API Key”coinbase_API_secret = “Your API Secret”client = Client(coinbase_API_key, coinbase_API_secret)

After this, let’s ask for the spot price date of our asset with a specified date time:

price = client.get_spot_price(currency_pair= 'BTC-USD', date='2020-06-06')

That’s it. 😀

How to retrieve historical data using the Coinbase API?

In this example we’ll obtain the historical price data for Ethereum converted to the EUR value. In order to do this we’ll import the relevant libraries and authorize our API key:

from coinbase.wallet.client import Clientfrom coinbase.wallet.model import APIObjectcoinbase_API_key = “Your API Key”coinbase_API_secret = “Your API Secret”client = Client(coinbase_API_Key, coinbase_API_Secret)

After that, we’ll ask for the historical price data:

client._make_api_object(client._get('v2', 'prices', 'ETH-EUR', 'historic'), APIObject)

Allow me to show you how to get historic rates using the Coinbase API Pro as I find it more thorough to use. Firstly, we’ll need to install the Coinbase API Pro as it has its own library and documentation.

pip install cbproimport cbpropublic_client.get_product_ticker(product_id='ETH-USD')

Now, let’s access the public client that the Coinbase API Pro.

How to access technical indicators such as the 20 SMA with the Coinbase API?

In this example, I’ll show you how to create the 20 SMA and access other technical indicators. Have in mind that this example is leaning on the previous one, so if you jumped to here, be sure to read the chapter above.

For this to work, we’ll import the following libraries:

import pandas as pdimport btalib

How to send and receive Bitcoin with the Coinbase API?

In order to receive or send Bitcoin with the Coinbase API we’ll need to go through the following steps:

• Generate a bitcoin address in order to receive funds
• Send funds from the Coinbase wallet to a bitcoin address or email
• Request funds via email address

Let’s start by creating our bitcoin address for the primary wallet. Firstly, we’ll add the required library and authenticate the API key and secret:

coinbase_API_key = “Your API Key”coinbase_API_secret = “Your API Secret”client = Client(coinbase_API_key, coinbase_API_secret)

Now, let’s create a primary account address:

primary_account = client.get_primary_account()address = primary_account.create_address()print (address)

After creating the address we can send funds to it. With the following code we’ll be able to send the funds to our primary wallet:

primary_account = client.get_primary_account()send = primary_account.send_money(to=address, amount='0.01', currency='BTC')

If we want to receive funds the code is similar with a few alterations. We can even specify an email or an address for our request:

primary_account = client.get_primary_account()tx = primary_account.request_money(to=’[emailprotected]’, amount='0.1', currency='BTC')

Another and easier way is to log in to your Coinbase profile and in the upper right corner click send or receive. After that a window will pop-up asking you to specify to whom, add a note, and payment type.

How to buy and sell Bitcoin with the Coinbase API?

As in our previous examples we’ll import the library and authorize our API key:

from coinbase.wallet.client import Clientcoinbase_API_key = “Your API Key”coinbase_API_secret = “Your API Secret”client = Client(coinbase_API_key, coinbase_API_secret)

Before trying to buy or sell anything we will need to check if our payment method is verified:

payment_methods = client.get_payment_methods()

In order to buy or sell Bitcoin we’d also want to check for their prices. That can be done with the following code:

client.get_sell_price(currency_pair = 'BTC-EUR’)client.get_buy_price(currency_pair = 'BTC-EUR’)

After confirming that we can buy or sell bitcoin and checking their prices, we can go ahead and construct some simple price checks. These price checks will run buy or sell functions when the price of bitcoin crosses the specified threshold:

account = client.get_primary_account()payment_method = client.get_payment_methods()[0]

Let’s add the thresholds:

buy_price_threshold = 300sell_price_threshold = 450Now, we will ask for the currencies again:buy_price = client.get_buy_price(currency=’EUR’)sell_price = client.get_sell_price(currency=’EUR’)

The next step is to add the “if” statements that will conduct the buying or selling requests. On top of that, we’ll also specify the currency (BTC):

if float(sell_price.amount) sell = account.sell(amount='1', currency="BTC", payment_method=payment_method.id)if float(buy_price.amount) buy = account.buy(amount='1', currency="BTC", payment_method=payment_method.id)

When it comes to the Coinbase Pro, it offers a trading platform that we can use. For this example we will use their virtual sandbox and explore its features. The sandbox can be found on the following link:

What are access and refresh tokens in the Coinbase API?

Coinbase implemented an optional security feature of OAuth2 that uses the refresh tokens. When we first authenticate, our app will give us an access token and a refresh token.

The purpose behind the access token is to authenticate our requests and it expires after about two hours. When it is expired the refresh token comes into play as it allows us to get a new access token and refresh token.

Have in mind that the refresh token doesn’t have an expiration date, but it can only be used once for a new set of access and refresh tokens.

Potential errors and warning

While writing this article I ran into several problems and informing you about them will be helpful.

Firstly, the libraries for the Coinbase API aren’t official and their updates aren’t frequent. In my opinion, the standard Coinbase API can’t compete with the Coinbase API Pro.

Also, you may run into bugs while writing the code that will say that the variable isn’t defined when it is. The workaround for this was to restart the kernel or move the line of code into a new cell.

Sometimes the code written in the Coinbase API documentation simply won’t work and thus you’ll need to rely on the source code that appears when you try to run it.

The tutorials on the Coinbase API website are quite simplistic and they don’t go into the coding part much. Thus, I’d advise beginners to practice coding with other, more tutorial/lecture-friendly, API’s before trying to learn this one.

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