Apache PySpark · FinOps Profile

Pyspark Finops

FinOps framework definition for the Apache PySpark API surface. Provides a FOCUS-aligned mapping for cost allocation, usage measurement, and unit-economics reporting across the provider's APIs.

Pyspark Finops is the FinOps profile for Apache PySpark on the APIs.io network, aligned with the FinOps Foundation Framework.

It defines 3 billable meters, billed in USD, on a monthly cycle, and pricing category usage-based.

The profile maps 9 FOCUS columns for cost-allocation reporting.

Tagged areas include Big Data, Data Processing, Distributed Computing, Machine Learning, and Python.

Category: API Pricing: Usage-Based Billing: Monthly FOCUS v1.3
Big DataData ProcessingDistributed ComputingMachine LearningPythonStreamingFinOpsCost ManagementFOCUS

Framework Alignment

Framework
FinOps Foundation Framework
Data Spec
FOCUS v1.3

Charge Categories

UsagePurchaseTaxCreditAdjustment

FOCUS Columns

BillingCurrency
USD
ChargeCategory
Usage
InvoiceIssuerName
Apache PySpark
PricingCategory
Usage-Based
PricingUnit
request
ProviderName
Apache PySpark
PublisherName
Apache PySpark
ServiceCategory
Developer Tools / API
ServiceName
Apache PySpark

Meters

api_requests
Unit: request
Count of billable API requests
data_egress
Unit: GB
Bytes returned over the network in API responses
compute_seconds
Unit: second
Server-side compute consumed by the request, where applicable