Make credit decisions backed by enhanced financials, metrics, reports, and data integrity features.
Project description
Lending
Lending helps you make smarter credit decisions on small businesses by enabling you to pull your customers' latest data from the operating systems they are already using. You can use that data for automating decisioning and surfacing new insights on the customer, all via one API.
Summary
Lending: Our Lending solution helps you make smarter credit decisions on small businesses by enabling you to pull your customers' latest data from accounting, banking, and commerce software they are already using. It also includes features to help providers verify the accuracy of data and process it more efficiently.
The Lending solution is built on top of the latest accounting, commerce, and banking data, providing you with the most important data points you need to get a full picture of SMB creditworthiness and make a comprehensive assessment of your customers.
Explore solution | See OpenAPI spec
Endpoints
| Endpoints | Description |
|---|---|
| Companies | Create and manage your SMB users' companies. |
| Connections | Create new and manage existing data connections for a company. |
| Bank statements | Retrieve banking data from linked bank accounts. |
| Sales | Retrieve standardized sales data from a linked commerce software. |
| Financial statements | Financial data and reports from a linked accounting software. |
| Liabilities | Debt and other liabilities. |
| Accounts payable | Data from a linked accounting software representing money the business owes money to its suppliers. |
| Accounts receivable | Data from a linked accounting software representing money owed to the business for sold goods or services. |
| Transactions | Data from a linked accounting software representing transactions. |
| Company info | View company information fetched from the source platform. |
| Data integrity | Match mutable accounting data with immutable banking data to increase confidence in financial data. |
| Excel reports | Download reports in Excel format. |
| Manage data | Control how data is retrieved from an integration. |
| File upload | Endpoints to manage uploaded files. |
| Loan writeback | Implement the loan writeback procedure in your lending process to maintain an accurate position of a loan during the entire lending cycle. |
Table of Contents
SDK Installation
[!NOTE] Python version upgrade policy
Once a Python version reaches its official end of life date, a 3-month grace period is provided for users to upgrade. Following this grace period, the minimum python version supported in the SDK will be updated.
The SDK can be installed with uv, pip, or poetry package managers.
uv
uv is a fast Python package installer and resolver, designed as a drop-in replacement for pip and pip-tools. It's recommended for its speed and modern Python tooling capabilities.
uv add codat-lending
PIP
PIP is the default package installer for Python, enabling easy installation and management of packages from PyPI via the command line.
pip install codat-lending
Poetry
Poetry is a modern tool that simplifies dependency management and package publishing by using a single pyproject.toml file to handle project metadata and dependencies.
poetry add codat-lending
Shell and script usage with uv
You can use this SDK in a Python shell with uv and the uvx command that comes with it like so:
uvx --from codat-lending python
It's also possible to write a standalone Python script without needing to set up a whole project like so:
#!/usr/bin/env -S uv run --script
# /// script
# requires-python = ">=3.10"
# dependencies = [
# "codat-lending",
# ]
# ///
from codat_lending import CodatLending
sdk = CodatLending(
# SDK arguments
)
# Rest of script here...
Once that is saved to a file, you can run it with uv run script.py where
script.py can be replaced with the actual file name.
Example Usage
SDK Example Usage
Example
# Synchronous Example
from codat_lending import CodatLending
from codat_lending.models import shared
with CodatLending(
security=shared.Security(
auth_header="Basic BASE_64_ENCODED(API_KEY)",
),
) as cl_client:
res = cl_client.companies.create(request={
"name": "Technicalium",
})
# Handle response
print(res)
The same SDK client can also be used to make asynchronous requests by importing asyncio.
# Asynchronous Example
import asyncio
from codat_lending import CodatLending
from codat_lending.models import shared
async def main():
async with CodatLending(
security=shared.Security(
auth_header="Basic BASE_64_ENCODED(API_KEY)",
),
) as cl_client:
res = await cl_client.companies.create_async(request={
"name": "Technicalium",
})
# Handle response
print(res)
asyncio.run(main())
Available Resources and Operations
Available methods
AccountingBankData
- list_transactions - List bank account transactions
AccountingBankData.Accounts
AccountsPayable.BillCreditNotes
AccountsPayable.BillPayments
AccountsPayable.Bills
- download_attachment - Download bill attachment
- get - Get bill
- get_attachment - Get bill attachment
- list - List bills
- list_attachments - List bill attachments
AccountsPayable.Suppliers
- download_attachment - Download supplier attachment
- get - Get supplier
- get_attachment - Get supplier attachment
- list - List suppliers
- list_attachments - List supplier attachments
AccountsReceivable.CreditNotes
AccountsReceivable.Customers
- download_attachment - Download customer attachment
- get - Get customer
- get_attachment - Get customer attachment
- list - List customers
- list_attachments - List customer attachments
AccountsReceivable.DirectIncomes
- download_attachment - Download direct income attachment
- get - Get direct income
- get_attachment - Get direct income attachment
- list - List direct incomes
- list_attachments - List direct income attachments
AccountsReceivable.Invoices
- download_attachment - Download invoice attachment
- download_pdf - Get invoice as PDF
- get - Get invoice
- get_attachment - Get invoice attachment
- list - List invoices
- list_attachments - List invoice attachments
- list_reconciled - List reconciled invoices
AccountsReceivable.Payments
AccountsReceivable.Reports
- get_aged_creditors - Aged creditors report
- get_aged_debtors - Aged debtors report
- is_aged_creditors_available - Aged creditors report available
- is_aged_debtors_available - Aged debtors report available
BankStatements
- end_upload_session - End upload session
- get_upload_configuration - Get upload configuration
- set_upload_configuration - Set upload configuration
- start_upload_session - Start upload session
- upload_bank_statement_data - Upload data
Banking.AccountBalances
- list - List account balances
Banking.Accounts
Banking.CategorizedStatement
- get - Get categorized bank statement
Banking.TransactionCategories
Banking.Transactions
Companies
- create - Create company
- delete - Delete a company
- get - Get company
- list - List companies
- replace - Replace company
- update - Update company
CompanyInfo
- get_accounting_profile - Get company accounting profile
- get_commerce_profile - Get company commerce profile
Connections
- create - Create connection
- delete - Delete connection
- get - Get connection
- list - List connections
- unlink - Unlink connection
DataIntegrity
- details - List data integrity details
- status - Get data integrity status
- summaries - Get data integrity summaries
ExcelReports
- download - Download Excel report
- generate - Generate Excel report
- get_status - Get Excel report status
FileUpload
- download - Download all files for a company
- list_uploaded - List all files uploaded by a company
- upload - Upload files for a company
FinancialStatements.Accounts
FinancialStatements.BalanceSheet
- get - Get balance sheet
- get_categorized_accounts - Get categorized balance sheet statement
FinancialStatements.CashFlow
- get - Get cash flow statement
FinancialStatements.ProfitAndLoss
- get - Get profit and loss
- get_categorized_accounts - Get categorized profit and loss statement
Liabilities
- generate_loan_summary - Generate loan summaries report
- generate_loan_transactions - Generate loan transactions report
- get_loan_summary - Get loan summaries
- list_loan_transactions - List loan transactions
LoanWriteback.Accounts
- create - Create account
- get_create_model - Get create account model
LoanWriteback.BankAccounts
- create - Create bank account
- get_create_update_model - Get create/update bank account model
LoanWriteback.BankTransactions
- create - Create bank account transactions
- get_create_model - Get create bank account transactions model
LoanWriteback.CreateOperations
LoanWriteback.DirectCosts
- create - Create direct cost
- get_create_model - Get create direct cost model
LoanWriteback.Payments
- create - Create payment
- get_create_model - Get create payment model
LoanWriteback.SourceAccounts
- create - Create source account
- create_mapping - Create bank feed account mapping
- list_mappings - List bank feed account mappings
LoanWriteback.Suppliers
- create - Create supplier
- get_create_update_model - Get create/update supplier model
LoanWriteback.Transfers
- create - Create transfer
- get_create_model - Get create transfer model
ManageReports
- generate_report - Generate report
- list_reports - List reports
ManageData
- get_status - Get data status
ManageData.PullOperations
ManageData.Refresh
- all_data_types - Refresh all data
- data_type - Refresh data type
Sales.Customers
Sales.Disputes
Sales.Locations
Sales.Metrics
- get_customer_retention - Get customer retention metrics
- get_lifetime_value - Get lifetime value metrics
- get_revenue - Get commerce revenue metrics
Sales.Orders
Sales.PaymentMethods
Sales.Payments
Sales.ProductCategories
Sales.Products
Sales.Reports
- get_orders - Get orders report
- get_refunds - Get refunds report
Sales.Transactions
Transactions.AccountTransactions
Transactions.DirectCosts
- download_attachment - Download direct cost attachment
- get - Get direct cost
- get_attachment - Get direct cost attachment
- list - List direct costs
- list_attachments - List direct cost attachments
Transactions.JournalEntries
Transactions.Journals
Transactions.Transfers
Retries
Some of the endpoints in this SDK support retries. If you use the SDK without any configuration, it will fall back to the default retry strategy provided by the API. However, the default retry strategy can be overridden on a per-operation basis, or across the entire SDK.
To change the default retry strategy for a single API call, simply provide a RetryConfig object to the call:
from codat_lending import CodatLending
from codat_lending.models import shared
from codat_lending.utils import BackoffStrategy, RetryConfig
with CodatLending(
security=shared.Security(
auth_header="Basic BASE_64_ENCODED(API_KEY)",
),
) as cl_client:
res = cl_client.companies.create(request={
"name": "Technicalium",
},
RetryConfig("backoff", BackoffStrategy(1, 50, 1.1, 100), False))
# Handle response
print(res)
If you'd like to override the default retry strategy for all operations that support retries, you can use the retry_config optional parameter when initializing the SDK:
from codat_lending import CodatLending
from codat_lending.models import shared
from codat_lending.utils import BackoffStrategy, RetryConfig
with CodatLending(
retry_config=RetryConfig("backoff", BackoffStrategy(1, 50, 1.1, 100), False),
security=shared.Security(
auth_header="Basic BASE_64_ENCODED(API_KEY)",
),
) as cl_client:
res = cl_client.companies.create(request={
"name": "Technicalium",
})
# Handle response
print(res)
Error Handling
CodatLendingError is the base class for all HTTP error responses. It has the following properties:
| Property | Type | Description |
|---|---|---|
err.message |
str |
Error message |
err.status_code |
int |
HTTP response status code eg 404 |
err.headers |
httpx.Headers |
HTTP response headers |
err.body |
str |
HTTP body. Can be empty string if no body is returned. |
err.raw_response |
httpx.Response |
Raw HTTP response |
err.data |
Optional. Some errors may contain structured data. See Error Classes. |
Example
from codat_lending import CodatLending
from codat_lending.models import errors, shared
with CodatLending(
security=shared.Security(
auth_header="Basic BASE_64_ENCODED(API_KEY)",
),
) as cl_client:
res = None
try:
res = cl_client.companies.create(request={
"name": "Technicalium",
})
# Handle response
print(res)
except errors.CodatLendingError as e:
# The base class for HTTP error responses
print(e.message)
print(e.status_code)
print(e.body)
print(e.headers)
print(e.raw_response)
# Depending on the method different errors may be thrown
if isinstance(e, errors.ErrorMessage):
print(e.data.can_be_retried) # Optional[str]
print(e.data.correlation_id) # Optional[str]
print(e.data.detailed_error_code) # Optional[int]
print(e.data.error) # Optional[str]
print(e.data.service) # Optional[str]
Error Classes
Primary errors:
CodatLendingError: The base class for HTTP error responses.ErrorMessage: Yourqueryparameter was not correctly formed.
Less common errors (5)
Network errors:
httpx.RequestError: Base class for request errors.httpx.ConnectError: HTTP client was unable to make a request to a server.httpx.TimeoutException: HTTP request timed out.
Inherit from CodatLendingError:
ResponseValidationError: Type mismatch between the response data and the expected Pydantic model. Provides access to the Pydantic validation error via thecauseattribute.
Server Selection
Override Server URL Per-Client
The default server can be overridden globally by passing a URL to the server_url: str optional parameter when initializing the SDK client instance. For example:
from codat_lending import CodatLending
from codat_lending.models import shared
with CodatLending(
server_url="https://api.codat.io",
security=shared.Security(
auth_header="Basic BASE_64_ENCODED(API_KEY)",
),
) as cl_client:
res = cl_client.companies.create(request={
"name": "Technicalium",
})
# Handle response
print(res)
Custom HTTP Client
The Python SDK makes API calls using the httpx HTTP library. In order to provide a convenient way to configure timeouts, cookies, proxies, custom headers, and other low-level configuration, you can initialize the SDK client with your own HTTP client instance.
Depending on whether you are using the sync or async version of the SDK, you can pass an instance of HttpClient or AsyncHttpClient respectively, which are Protocol's ensuring that the client has the necessary methods to make API calls.
This allows you to wrap the client with your own custom logic, such as adding custom headers, logging, or error handling, or you can just pass an instance of httpx.Client or httpx.AsyncClient directly.
For example, you could specify a header for every request that this sdk makes as follows:
from codat_lending import CodatLending
import httpx
http_client = httpx.Client(headers={"x-custom-header": "someValue"})
s = CodatLending(client=http_client)
or you could wrap the client with your own custom logic:
from codat_lending import CodatLending
from codat_lending.httpclient import AsyncHttpClient
import httpx
class CustomClient(AsyncHttpClient):
client: AsyncHttpClient
def __init__(self, client: AsyncHttpClient):
self.client = client
async def send(
self,
request: httpx.Request,
*,
stream: bool = False,
auth: Union[
httpx._types.AuthTypes, httpx._client.UseClientDefault, None
] = httpx.USE_CLIENT_DEFAULT,
follow_redirects: Union[
bool, httpx._client.UseClientDefault
] = httpx.USE_CLIENT_DEFAULT,
) -> httpx.Response:
request.headers["Client-Level-Header"] = "added by client"
return await self.client.send(
request, stream=stream, auth=auth, follow_redirects=follow_redirects
)
def build_request(
self,
method: str,
url: httpx._types.URLTypes,
*,
content: Optional[httpx._types.RequestContent] = None,
data: Optional[httpx._types.RequestData] = None,
files: Optional[httpx._types.RequestFiles] = None,
json: Optional[Any] = None,
params: Optional[httpx._types.QueryParamTypes] = None,
headers: Optional[httpx._types.HeaderTypes] = None,
cookies: Optional[httpx._types.CookieTypes] = None,
timeout: Union[
httpx._types.TimeoutTypes, httpx._client.UseClientDefault
] = httpx.USE_CLIENT_DEFAULT,
extensions: Optional[httpx._types.RequestExtensions] = None,
) -> httpx.Request:
return self.client.build_request(
method,
url,
content=content,
data=data,
files=files,
json=json,
params=params,
headers=headers,
cookies=cookies,
timeout=timeout,
extensions=extensions,
)
s = CodatLending(async_client=CustomClient(httpx.AsyncClient()))
Authentication
Per-Client Security Schemes
This SDK supports the following security scheme globally:
| Name | Type | Scheme |
|---|---|---|
auth_header |
apiKey | API key |
You can set the security parameters through the security optional parameter when initializing the SDK client instance. For example:
from codat_lending import CodatLending
from codat_lending.models import shared
with CodatLending(
security=shared.Security(
auth_header="Basic BASE_64_ENCODED(API_KEY)",
),
) as cl_client:
res = cl_client.companies.create(request={
"name": "Technicalium",
})
# Handle response
print(res)
IDE Support
PyCharm
Generally, the SDK will work well with most IDEs out of the box. However, when using PyCharm, you can enjoy much better integration with Pydantic by installing an additional plugin.
File uploads
Certain SDK methods accept file objects as part of a request body or multi-part request. It is possible and typically recommended to upload files as a stream rather than reading the entire contents into memory. This avoids excessive memory consumption and potentially crashing with out-of-memory errors when working with very large files. The following example demonstrates how to attach a file stream to a request.
[!TIP]
For endpoints that handle file uploads bytes arrays can also be used. However, using streams is recommended for large files.
from codat_lending import CodatLending
from codat_lending.models import shared
with CodatLending(
security=shared.Security(
auth_header="Basic BASE_64_ENCODED(API_KEY)",
),
) as cl_client:
cl_client.file_upload.upload(request={
"company_id": "8a210b68-6988-11ed-a1eb-0242ac120002",
"connection_id": "2e9d2c44-f675-40ba-8049-353bfcb5e171",
})
# Use the SDK ...
Resource Management
The CodatLending class implements the context manager protocol and registers a finalizer function to close the underlying sync and async HTTPX clients it uses under the hood. This will close HTTP connections, release memory and free up other resources held by the SDK. In short-lived Python programs and notebooks that make a few SDK method calls, resource management may not be a concern. However, in longer-lived programs, it is beneficial to create a single SDK instance via a context manager and reuse it across the application.
from codat_lending import CodatLending
from codat_lending.models import shared
def main():
with CodatLending(
security=shared.Security(
auth_header="Basic BASE_64_ENCODED(API_KEY)",
),
) as cl_client:
# Rest of application here...
# Or when using async:
async def amain():
async with CodatLending(
security=shared.Security(
auth_header="Basic BASE_64_ENCODED(API_KEY)",
),
) as cl_client:
# Rest of application here...
Debugging
You can setup your SDK to emit debug logs for SDK requests and responses.
You can pass your own logger class directly into your SDK.
from codat_lending import CodatLending
import logging
logging.basicConfig(level=logging.DEBUG)
s = CodatLending(debug_logger=logging.getLogger("codat_lending"))
Support
If you encounter any challenges while utilizing our SDKs, please don't hesitate to reach out for assistance. You can raise any issues by contacting your dedicated Codat representative or reaching out to our support team. We're here to help ensure a smooth experience for you.
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