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Invoice PDFs in Python

Post your invoice HTML to a render API from an async endpoint that returns a streaming response, then stream the response with httpx.stream and yield chunks. No browser binary in your Python deployment.

Why invoices become PDFs

An invoice is a legal record of a demand for payment, and in most jurisdictions it has to be retained in a form that cannot change after issue. A page that re-renders from live data is not that. That is the difference between a document and a view of a database, and it is why finance teams and anyone billing customers keep asking for this.

What a invoice has to carry

Before any of the code below matters, the template has to produce a document that is actually a invoice. These are the fields that make it one, and the ones a reader or an auditor will look for first.

  • an invoice number that is sequential and never reused
  • the issue date, and separately the payment due date
  • supplier and customer legal names with addresses, not trading names
  • tax registration numbers for both parties where the jurisdiction requires them
  • per-line quantity, unit price, tax rate and line total
  • the tax subtotal broken out by rate, then the gross total

The Python implementation

httpx is the client most projects here already have. The render happens in an async endpoint that returns a streaming response, and you stream the response with httpx.stream and yield chunks.

python

import os, httpx
from fastapi import FastAPI
from fastapi.responses import StreamingResponse

app = FastAPI()

@app.get("/invoice/{invoice_id}.pdf")
async def invoice_pdf(invoice_id: str):
    html = render_invoice(invoice_id)

    client = httpx.AsyncClient(timeout=60.0)
    request = client.build_request(
        "POST",
        "https://api.pdfpipe.xyz/v1/pdf",
        headers={"Authorization": f"Bearer {os.environ['PDFPIPE_KEY']}"},
        json={"html": html, "options": {"format": "A4", "printBackground": True}},
    )
    response = await client.send(request, stream=True)

    # stream=True keeps a long invoice off the worker's heap.
    return StreamingResponse(
        response.aiter_bytes(),
        media_type="application/pdf",
        background=response.aclose,
    )

The CSS that makes a invoice page correctly

The layout problem specific to this document is that line items are unbounded, so the table has to break across pages while the totals block stays whole and the column headers repeat. These rules handle it.

css

/* Line items run past one page. Repeat the header, keep the
   totals block whole, and never strand a single row. */
thead { display: table-header-group; }
tfoot { display: table-footer-group; }
tr    { break-inside: avoid; }

.totals {
  break-inside: avoid;
  break-before: auto;
}

@page {
  size: A4;
  margin: 18mm 16mm 22mm;
}

What goes wrong in Python

requests holds the entire body in memory before you touch it. httpx.stream does not, and on documents past a few megabytes that difference decides whether your worker survives a burst.

What people try first

Most Python projects reach for WeasyPrint, which is excellent at CSS Paged Media but needs Cairo, Pango and GDK-PixBuf present in the image, and diverges from a browser on modern layout. That works until it is running on more than one machine, at which point the browser becomes the thing you operate rather than the thing you use.

Where the invoice lives afterwards

Rendering is the short part. Invoices are kept for the statutory retention period, which in most jurisdictions runs to six years or more. That means the file has to be stored, not regenerated, and the stored copy has to be the one that was sent.

Getting the document right

  • Check the total. A rounding difference between what you display and what you charge is the kind of error that surfaces during an audit rather than on the day.
  • Generation is triggered by an order completing, or a billing cycle closing, so size the timeout for that path rather than for a health check.
  • Volume arrives in bursts, so queue the render rather than doing it inside the request that triggered it.
  • Backgrounds are painted by default here, so a design that uses colour needs nothing set. Only an explicit print_background of false turns them off.

Frequently asked

Do I need Chromium installed to generate invoices from Python?

No. The render happens over HTTP, so your Python deployment stays the size it is now. That is the main reason to use an API rather than WeasyPrint, which is excellent at CSS Paged Media but needs Cairo, Pango and GDK-PixBuf present in the image, and diverges from a browser on modern layout.

How do I stop a long invoice using all the memory?

Stream the response with httpx.stream and yield chunks. requests holds the entire body in memory before you touch it. httpx.stream does not, and on documents past a few megabytes that difference decides whether your worker survives a burst.

What has to be on a invoice?

At minimum: an invoice number that is sequential and never reused; the issue date, and separately the payment due date; supplier and customer legal names with addresses, not trading names. The one to get right before anything else is the total. A rounding difference between what you display and what you charge is the kind of error that surfaces during an audit rather than on the day.

Do I need to store the generated invoices?

Depends on the document, and this one has a clear answer: invoices are kept for the statutory retention period, which in most jurisdictions runs to six years or more. That means the file has to be stored, not regenerated, and the stored copy has to be the one that was sent.

Can I keep my existing invoice template?

Yes, if it produces HTML. Whatever renders your invoice view today can render the same markup for the PDF, which is why the CSS above is the only new thing you write.

Related

Other Python documents, and the same invoice in other stacks.

Receipt PDFs in Pythona receipt is proof a payment happenedReport PDFs in Pythona report is a snapshot of numbers at a moment in time. Its whole value is that it does not change when the underlying dashboard does.Certificate PDFs in Pythona certificate is meant to be shown to a third party who has no relationship with the issuing systemStatement PDFs in Pythona statement summarises a period that is now closed. Regenerating it later from live data would produce a different documentQuote PDFs in Pythona quote is an offer with an expiryInvoice PDFs in PHPUsing cURL, in a controller action that echoes the body with a PDF Content-Type.Invoice PDFs in RubyUsing Net::HTTP, in a controller action using send_data.Invoice PDFs in GoUsing net/http, in an http.HandlerFunc that copies the body through.Invoice PDFs in JavaUsing java.net.http.HttpClient, in a controller returning StreamingResponseBody.Invoice PDFs in RustUsing reqwest, in an axum handler returning a streaming Body.When the output is wrongBlank pages, missing backgrounds, breaks in the wrong place, by symptom.All stacks and documentsThe full grid of what this covers.the full Python guideSetup, error handling and the deployment shape, not just the request.invoice generation in productionVolume, storage and the delivery step, for teams already shipping these.how this compares to weasyprintThe tradeoff written out, including where the incumbent is the better call.when the invoice has to be EN 16931 compliantThe European rules, what each one checks, and where a template usually fails them.migrating off another rendererWhat changes in the output when you switch, and what to check first.

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