pdf3.3 KB

Cobalt Operations Team: Payroll summary PDF

Payroll summary PDF for Cobalt Operations Team. A one-page summary of the run. The employee table closes on 9,072.00 gross, (2,422.56) of deductions and 6,649.44 net; the deduction analysis splits the same 2,422.56 three ways; and the employer cost table adds 1,470.17 of employer contributions to reach 10,542.17.

Data import

Rendered preview of Cobalt Operations Team: Payroll summary PDF

Rendered preview of the pdf file (3.3 KB). Download above for the original.

Specifications

Document Set: payroll
Industry: people-operations
Source Kit: people-operations
Synthetic: true
As Of: 2026-09-08
Pages: 1
Employees: 8
Gross Usd: 9072.00
Net Usd: 6649.44
Employer Cost Usd: 10542.17

Testing contract

Expected to pass

Scenario: Extract all three tables and check that they agree with each other and with the register.
Expected result: The employee table totals match payroll-register.csv exactly. The deduction analysis totals 2,422.56, the same figure as the employee table's deduction column, split 1,632.96 / 453.60 / 336.00. The employer cost table starts from the same gross and reaches 10,542.17, the debit side of payroll-journal.csv.

What is a .pdf file?

PDF (Portable Document Format) is a page-oriented format that fixes layout, fonts, and vector and raster graphics so a page renders identically anywhere. A `%PDF-` header is followed by numbered objects, a cross-reference table mapping each to a byte offset, and a trailer; edits append incremental updates rather than rewrite the file. Page content is a stream of drawing operators, so a PDF holds no words or paragraphs, only positioned glyph runs. Adobe released it in 1993 and gave it to ISO as ISO 32000-1 in 2008.

How to use this file

Use an example PDF to test text extraction, rendering, metadata parsing, AcroForm handling, and OCR pipelines: checking that extraction reconstructs reading order from glyph positions, that a scanned page yields no text, and that an incremental update leaves earlier revisions in the file.

How to use this file for testing

“Cobalt Operations Team: Payroll summary PDF” is a deterministic Novus Examples fixture for Data import. Realistic faker-generated datasets with documented schemas for testing import and ETL flows.

Documented properties for this file: 1 pages. Compare results against paired or grouped companions on this page when present (clean↔damaged, searchable↔scanned, or format twins) so scores stay reproducible across runs.

Download the file once, keep the path stable in CI or local scripts, and treat the spec table as the contract: dimensions, seeds, field lists, and roles are intentional. Corrupt or invalid samples are labelled as such, expect parsers to fail loudly rather than silently accept them.

Document fixtures list their internal structure (pages, fields, tracked changes, embedded objects) in the spec table. Test extractors, converters, and OCR against that known structure, and compare searchable↔scanned or format-twin companions when present.

Code examples

import pdfplumber  # pip install pdfplumber

with pdfplumber.open("payroll-summary.pdf") as pdf:
    print(len(pdf.pages), "pages")
    print(pdf.pages[0].extract_text())