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quantilica-core: Fundação de infraestrutura para projetos Quantilica

License: MIT Python

Biblioteca de utilitários domain-neutral que serve como base para todos os coletores e pipelines Quantilica. Centraliza rede resiliente, armazenamento atômico, proveniência de dados e logging estruturado — permitindo que cada pacote de domínio foque exclusivamente na lógica de sua fonte de dados.

Para a documentação completa, consulte https://docs.quantilica.com.

Instalação

pip install quantilica-core

Com uv:

uv add quantilica-core

Uso Rápido

from quantilica.core.http import HttpClient
from quantilica.core.storage import LocalStorage
from quantilica.core.manifests import DownloadManifest

# Cliente HTTP com retry automático
client = HttpClient(attempts=3)
response = client.get("https://api.ibge.gov.br/...")

# Escrita atômica em disco
storage = LocalStorage("dados/raw")
stat = storage.write_bytes("sidra/tabela.csv", response.content)

# Registro de proveniência (SHA-256)
manifest = DownloadManifest.from_file(
    source_id="ibge",
    dataset_id="sidra-1234",
    url="https://...",
    file_path=stat.path,
    producer="sidra-fetcher",
)
manifest.write_json(stat.path.with_suffix(".manifest.json"))

Módulos

Módulo Descrição
http HttpClient e AsyncHttpClient com backoff exponencial e jitter
retry Lógica de retry configurável para falhas de rede e erros transientes
storage LocalStorage para gerenciar artefatos brutos e processados atomicamente
manifests DownloadManifest e ExecutionManifest para rastreabilidade completa
metadata Modelos MetadataCatalog, Source, Dataset para interoperabilidade
logging Logging estruturado via get_logger e log_step
exceptions Hierarquia padrão: FetchError, ParseError, StorageError

Princípios de Design

  1. Neutralidade de domínio — o core nunca sabe o que é IBGE, DATASUS ou INMET.
  2. Leveza — dependências mínimas no núcleo; integrações pesadas são extras opcionais.
  3. Estabilidade — alta cobertura de testes em todos os componentes de infraestrutura.
  4. DX — APIs tipadas e tratamento de erros consistente em toda a organização.

Desenvolvimento

git clone https://github.com/Quantilica/quantilica-core.git
cd quantilica-core
uv sync --dev
uv run pytest

Licença

MIT — veja LICENSE.

Metadata

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