High-performance Rust modules for Python applications.
Project description
🦀🐍 Rust Functions for Python (rsfn4py)
Uma coleção de módulos de alta performance escritos em Rust para serem consumidos nativamente em projetos Python, focando em processamento rápido e baixo consumo de memória.
O primeiro módulo desta biblioteca traz validação de CNPJ (incluindo o novo formato alfanumérico da IN RFB 2.119/2022, válido a partir de julho de 2026) e CPF, processados em Rust e expostos para Python com foco em alto throughput.
🚀 Recursos
- Performance Extrema: Algoritmos matemáticos e parsing de strings otimizados usando iterators do Rust.
- Cobertura de Documentos Fiscais: Validação de CNPJ (numérico e alfanumérico) e CPF, com tratamento de máscara e entradas inválidas.
- Novo Padrão RFB: Suporte nativo ao cálculo de DV (Dígito Verificador) do CNPJ utilizando a tabela ASCII, aceitando tanto os CNPJs antigos (somente números) quanto o novo formato alfanumérico.
- Integração PyO3: A biblioteca é exportada como um C-Extension (
cdylib), funcionando como um pacote Python comum sem necessidade de configurações complexas por parte de quem a utiliza. - Fallback em Python: Inclui a mesma implementação em Python puro para casos de teste, comparação ou ambientes restritos.
📦 Instalação
Você pode instalar o pacote diretamente via pip:
pip install rsfn4py
(O pacote já distribui wheels pré-compilados para Linux, macOS e Windows nas versões mais recentes do Python).
💻 Como Usar
O uso é idêntico a qualquer outra biblioteca Python. As funções de validação limpam a entrada e aplicam o cálculo de DV para cada documento.
from rsfn4py import (
validate_cnpj_rust,
validate_cnpj_python,
validate_cpf_rust,
validate_cpf_python,
)
cnpj_valido = "12.345.678/0001-95"
novo_cnpj_alfanumerico = "12ABC34501DE35"
cnpj_invalido = "11.111.111/1111-11"
cpf_valido = "529.982.247-25"
cpf_invalido = "111.111.111-11"
# Validação ultra-rápida em Rust (Recomendado para produção)
print(validate_cnpj_rust(cnpj_valido)) # Saída: True
print(validate_cnpj_rust(novo_cnpj_alfanumerico)) # Saída: True
print(validate_cnpj_rust(cnpj_invalido)) # Saída: False
# Implementação em Python puro (Para comparação ou fallback)
print(validate_cnpj_python(cnpj_valido)) # Saída: True
# CPF em Rust e Python
print(validate_cpf_rust(cpf_valido)) # Saída: True
print(validate_cpf_rust(cpf_invalido)) # Saída: False
print(validate_cpf_python(cpf_valido)) # Saída: True
🪪 Validação de CPF
O CPF (Cadastro de Pessoas Físicas) é o documento de identificação fiscal de pessoas físicas no Brasil, composto por 11 dígitos numéricos, sendo os dois últimos dígitos verificadores.
Exemplos de uso
from rsfn4py import validate_cpf_rust, validate_cpf_python
# Aceita entrada com ou sem máscara (pontos e traço)
validate_cpf_rust("529.982.247-25") # True — CPF válido com máscara
validate_cpf_rust("52998224725") # True — CPF válido sem máscara
validate_cpf_rust("529.982.247-26") # False — Dígito verificador inválido
validate_cpf_rust("111.111.111-11") # False — Sequência conhecidamente inválida
# Fallback em Python puro
validate_cpf_python("529.982.247-25") # True
Algoritmo de validação do CPF
- Remove a máscara (pontos e traço), ficando com 11 dígitos.
- Rejeita sequências com todos os dígitos iguais (ex.:
111.111.111-11). - Primeiro dígito verificador: multiplica os 9 primeiros dígitos pelos pesos 10 a 2, soma os produtos, calcula o resto da divisão por 11 e aplica a regra: resto < 2 → dígito = 0, senão dígito = 11 − resto.
- Segundo dígito verificador: repete o processo com os 10 primeiros dígitos e pesos 11 a 2.
- Compara os dígitos calculados com os dois últimos da entrada.
🏢 Validação de CNPJ
O CNPJ (Cadastro Nacional da Pessoa Jurídica) é o documento de identificação fiscal de empresas no Brasil. Possui 14 caracteres, sendo os dois últimos dígitos verificadores.
A partir de julho de 2026, a Receita Federal passa a emitir CNPJs no novo formato alfanumérico (IN RFB 2.119/2022). Esta biblioteca suporta ambos os formatos simultaneamente.
Exemplos de uso
from rsfn4py import validate_cnpj_rust, validate_cnpj_python
# Formato numérico tradicional — com e sem máscara
validate_cnpj_rust("12.345.678/0001-95") # True — CNPJ numérico com máscara
validate_cnpj_rust("12345678000195") # True — CNPJ numérico sem máscara
validate_cnpj_rust("11.111.111/1111-11") # False — Sequência inválida
# Novo formato alfanumérico (IN RFB 2.119/2022, a partir de julho de 2026)
validate_cnpj_rust("12ABC34501DE35") # True — Exemplo oficial SERPRO sem máscara
validate_cnpj_rust("12.ABC.345/01DE-35") # True — Exemplo oficial SERPRO com máscara
# Fallback em Python puro
validate_cnpj_python("12.345.678/0001-95") # True
Estrutura do CNPJ
| Posições | Conteúdo | Formato antigo | Novo formato (jul/2026) |
|---|---|---|---|
| 1–8 | Raiz (empresa) | Numérico | Alfanumérico |
| 9–12 | Ordem (filial) | Numérico | Alfanumérico |
| 13–14 | Dígitos verificadores | Numérico | Numérico |
Os CNPJs existentes (apenas numéricos) permanecem válidos. O formato alfanumérico será emitido somente para novas inscrições a partir de julho de 2026. Os dois formatos coexistirão indefinidamente.
Algoritmo de validação do CNPJ (numérico e alfanumérico)
O cálculo dos dígitos verificadores segue o algoritmo oficial do SERPRO, adaptado para suportar letras:
- Remove a máscara (pontos, barra e traço).
- Converte cada caractere para seu valor numérico: dígitos valem seu próprio valor (0–9); letras valem seu código ASCII menos 48 (A=10, B=11, …, Z=35).
- Primeiro dígito verificador: aplica os pesos
[5, 4, 3, 2, 9, 8, 7, 6, 5, 4, 3, 2]sobre os 12 primeiros caracteres convertidos. Soma os produtos, calcula o resto da divisão por 11: resto < 2 → dígito = 0, senão dígito = 11 − resto. - Segundo dígito verificador: aplica os pesos
[6, 5, 4, 3, 2, 9, 8, 7, 6, 5, 4, 3, 2]sobre os 12 primeiros caracteres convertidos mais o primeiro dígito calculado. Mesma regra de resto. - Compara os dígitos calculados com os dois últimos da entrada.
Exemplo de cálculo — CNPJ alfanumérico 12ABC34501DE35 (SERPRO)
Conversão dos caracteres (12ABC34501DE):
| Char | 1 | 2 | A | B | C | 3 | 4 | 5 | 0 | 1 | D | E |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Valor | 1 | 2 | 10 | 11 | 12 | 3 | 4 | 5 | 0 | 1 | 13 | 14 |
Primeiro dígito verificador:
| Pesos | 5 | 4 | 3 | 2 | 9 | 8 | 7 | 6 | 5 | 4 | 3 | 2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Produto | 5 | 8 | 30 | 22 | 108 | 24 | 28 | 30 | 0 | 4 | 39 | 28 |
Somatório: 459 → Resto de 459 ÷ 11 = 8 → Dígito = 11 − 8 = 3
Segundo dígito verificador:
| Pesos | 6 | 5 | 4 | 3 | 2 | 9 | 8 | 7 | 6 | 5 | 4 | 3 | 2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (inclui o primeiro dígito 3 na última posição) |
Somatório: 424 → Resto de 424 ÷ 11 = 6 → Dígito = 11 − 6 = 5
Resultado: 12.ABC.345/01DE-35 ✅
⚡ Benchmark
Executando make bench com 100.000 validações por cenário (CPF e CNPJ), os resultados recentes foram:
Análise 1: Tempo de execução (s)
| Documento | Python | Rust |
|---|---|---|
| CNPJ | 0,684318s | 0,063321s |
| CPF | 0,713108s | 0,039088s |
Análise 2: Throughput (validações/segundo)
| Documento | Python | Rust |
|---|---|---|
| CNPJ | 146.131/s | 1.579.264/s |
| CPF | 140.231/s | 2.558.310/s |
Speedup Rust sobre Python
| Documento | Ganho |
|---|---|
| CNPJ | 10,81x |
| CPF | 18,24x |
🛠️ Setup Local e Desenvolvimento
Se você deseja clonar o repositório para contribuir ou adicionar novos serviços em Rust, siga o passo a passo abaixo.
Pré-requisitos
- Rust & Cargo (Instalador
rustup) - Python 3.8+
1. Preparando o Ambiente
Clone o repositório e crie um ambiente virtual (venv):
git clone https://github.com/Desbravando-Rust/rsfn4py.git
cd rsfn4py
python -m venv .venv
source .venv/bin/activate # No Windows use: .venv\Scripts\activate
2. Instalando Dependências de Build
Utilizamos o Maturin como build system para compilar o código Rust e linká-lo ao Python.
pip install -U pip pytest maturin
3. Compilando o Código Rust Localmente
Para compilar o módulo C-Extension de forma transparente e já instalá-lo no seu .venv, basta rodar:
maturin develop --release
O parâmetro --release aplica as otimizações completas do compilador Rust. Se omitido, a compilação será mais rápida, porém a execução será mais lenta (modo debug).
4. Executando os Testes
Com os bindings instalados localmente, execute o pytest para validar o comportamento do módulo nativo contra os casos de teste:
pytest -v tests/
5. Executando Benchmark (CPF + CNPJ)
O projeto possui um alvo pronto no Makefile para comparar implementacoes Rust (PyO3) e Python puro nas validacoes de CPF e CNPJ, com duas analises:
- Tempo de execucao total.
- Throughput (validacoes por segundo).
Execucao padrao (100.000 validacoes por cenario):
make bench
Executar com outro volume:
make bench TOTAL_VALIDACOES=500000
Exemplo de saida:
Benchmark CPF/CNPJ - Rust vs Python
Total de validacoes por cenario: 100000
Analise 1: Tempo de execucao (s)
--------------------------------
Documento | Implementacao | Tempo (s)
----------+---------------+----------
CNPJ | Python | 0,684318
CNPJ | Rust | 0,063321
CPF | Python | 0,713108
CPF | Rust | 0,039088
Analise 2: Throughput (validacoes/segundo)
------------------------------------------
Documento | Implementacao | Throughput
----------+---------------+-----------
CNPJ | Python | 146.131
CNPJ | Rust | 1.579.264
CPF | Python | 140.231
CPF | Rust | 2.558.310
📄 Licença
Este projeto está sob a licença MIT. Sinta-se livre para usá-lo, modificá-lo e distribuí-lo. Veja o arquivo LICENSE para mais detalhes.
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