"""Thin client for the IMF SDMX API with on-disk caching of every response used by the build.""" from __future__ import annotations import logging from datetime import UTC from pathlib import Path import requests from isora_hf import config log = logging.getLogger(__name__) STRUCTURE_JSON = "application/vnd.sdmx.structure+json;version=2.0.0" DATA_CSV = "application/vnd.sdmx.data+csv;version=2.0.0" LEGACY_CSV = "text/csv" def _get(url: str, accept: str, timeout: int = 300) -> bytes: headers = {"Accept": accept, "User-Agent": config.USER_AGENT} response = requests.get(url, headers=headers, timeout=timeout) response.raise_for_status() if response.status_code == 204 or not response.content: raise RuntimeError(f"Empty response from {url}") return response.content def _cached(path: Path, url: str, accept: str, force: bool = False) -> Path: if path.exists() and not force: log.info("cache hit %s", path.name) return path path.parent.mkdir(parents=True, exist_ok=True) log.info("GET %s", url) path.write_bytes(_get(url, accept)) return path def fetch_dataflows(force: bool = False) -> Path: url = f"{config.SDMX3_BASE}/structure/dataflow/{config.AGENCY}/*/*" return _cached(config.RAW_STRUCTURES_DIR / "dataflows__ISORA.json", url, STRUCTURE_JSON, force) def fetch_dsd(version: str, force: bool = False) -> Path: url = ( f"{config.SDMX3_BASE}/structure/datastructure/{config.AGENCY}/DSD_ISORA_PUBLISHED/" f"{version}?references=descendants" ) path = config.RAW_STRUCTURES_DIR / f"DSD_ISORA_PUBLISHED__{version}.json" return _cached(path, url, STRUCTURE_JSON, force) def fetch_hierarchies(force: bool = False) -> Path: url = f"{config.SDMX3_BASE}/structure/hierarchy/{config.AGENCY}/*/*" return _cached(config.RAW_STRUCTURES_DIR / "hierarchies__all.json", url, STRUCTURE_JSON, force) def fetch_rafit_labels(force: bool = False) -> Path: url = f"{config.SDMX3_BASE}/structure/codelist/{config.AGENCY}/CL_RAFIT_LABELS/*" return _cached( config.RAW_STRUCTURES_DIR / "CL_RAFIT_LABELS__all.json", url, STRUCTURE_JSON, force ) def fetch_data(dataflow_id: str, version: str, force: bool = False) -> Path: url = f"{config.SDMX3_BASE}/data/dataflow/{config.AGENCY}/{dataflow_id}/{version}/*" path = config.RAW_DATA_DIR / f"{dataflow_id}__{version}.csv" return _cached(path, url, DATA_CSV, force) def fetch_dataset_metadata(dataflow_id: str, sample_key: str, force: bool = False) -> Path: """The SDMX 2.1 CSV repeats dataset-level attributes (license, citation, dates) on every row, so a single tiny series is enough to capture them.""" url = f"{config.SDMX21_BASE}/data/{dataflow_id}/{sample_key}" path = config.RAW_STRUCTURES_DIR / f"dataset_metadata__{dataflow_id}.csv" return _cached(path, url, LEGACY_CSV, force) METADATA_SAMPLE_KEYS = { "ISORA_2016_DATA_PUB": "111.10010.A", "ISORA_2018_DATA_PUB": "111.337_001.A", "ISORA_LATEST_DATA_PUB": "ABW.PARTICIPATION_RATE.A", } def download_everything(force: bool = False) -> None: """Fetch every raw artifact the build needs. Safe to re-run; cached files are reused.""" fetch_dataflows(force) fetch_hierarchies(force) fetch_rafit_labels(force) for flow in config.DATAFLOWS: fetch_dsd(flow.dsd_version, force) fetch_data(flow.id, flow.version, force) fetch_dataset_metadata(flow.id, METADATA_SAMPLE_KEYS[flow.id], force) for version, _label, _years in config.VINTAGES: fetch_data("ISORA_LATEST_DATA_PUB", version, force) stamp = config.RAW_DIR / "RETRIEVED_AT.txt" if force or not stamp.exists(): from datetime import datetime stamp.write_text(datetime.now(UTC).strftime("%Y-%m-%dT%H:%M:%SZ") + "\n") if __name__ == "__main__": import sys logging.basicConfig(level=logging.INFO, format="%(levelname)s %(message)s") download_everything(force="--force" in sys.argv)