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Add argparse options to refresh_data
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@@ -55,7 +55,7 @@ python_charts/
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### Refresh FRED data
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```bash
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./startup.sh scripts/refresh_data.py
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./startup.sh python scripts/refresh_data.py --series UNRATE CPIAUCSL --start 1960-01-01
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```
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Downloads UNRATE and WTI series (from 1948 to today) into `data/fred.db`.
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@@ -128,7 +128,7 @@ python-dateutil>=2.8.1
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## 🛡️ Troubleshooting
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* **ModuleNotFoundError: distutils**: resolved by `pip install --upgrade setuptools`.
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* **Database not found**: run `./startup.sh scripts/refresh_data.py`.
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* **Database not found**: run `./startup.sh python scripts/refresh_data.py`.
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* **Permission errors**: ensure write access to the project directory.
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---
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+30
-12
@@ -1,33 +1,51 @@
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#!/usr/bin/env python3
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"""
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refresh_data.py
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---------------
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Download UNRATE and DCOILWTICO from FRED and store them in SQLite
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(data/fred.db). Run on a connected machine; commit the DB afterwards.
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"""refresh_data.py
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-----------------
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Download one or more FRED series into ``data/fred.db``.
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Run this script on a machine with internet access and commit the updated
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database afterwards.
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Example:
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python scripts/refresh_data.py --series UNRATE CPIAUCSL --start 1960-01-01
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"""
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from __future__ import annotations
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from datetime import date
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import argparse
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import pathlib
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import sqlite3
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import pandas as pd
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from pandas_datareader.data import DataReader
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import pandas as pd
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HERE = pathlib.Path(__file__).resolve().parent
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DATA_PATH = HERE.parent / "data"
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DB_FILE = DATA_PATH / "fred.db"
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START = "1948-01-01" # earliest UNRATE observation
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END = date.today().isoformat()
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SERIES = ("UNRATE", "DCOILWTICO")
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DEFAULT_START = "1948-01-01" # earliest UNRATE observation
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DEFAULT_END = date.today().isoformat()
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DEFAULT_SERIES = ("UNRATE", "DCOILWTICO")
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def main() -> None:
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def main(argv: list[str] | None = None) -> None:
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p = argparse.ArgumentParser(description="Download FRED series to SQLite")
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p.add_argument(
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"--series",
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nargs="+",
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default=list(DEFAULT_SERIES),
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help="FRED series names",
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)
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p.add_argument("--start", type=str, default=DEFAULT_START, help="start date")
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p.add_argument("--end", type=str, default=DEFAULT_END, help="end date")
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args = p.parse_args(argv)
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DATA_PATH.mkdir(exist_ok=True)
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with sqlite3.connect(DB_FILE) as conn:
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for s in SERIES:
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for s in args.series:
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print(f"↯ downloading {s} …")
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df = DataReader(s, "fred", START, END)
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df = DataReader(s, "fred", args.start, args.end)
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df.to_sql(s, conn, if_exists="replace", index_label="date")
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print(f"✓ wrote {s}: {len(df):,} rows")
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print(f"\nDone. SQLite DB at {DB_FILE} ({DB_FILE.stat().st_size/1024:.0f} KB)")
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@@ -0,0 +1,44 @@
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import os
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import sys
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import sqlite3
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from pathlib import Path
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import pandas as pd
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sys.path.append(os.path.abspath("."))
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import scripts.refresh_data as refresh_data
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def test_refresh_data_writes_series(tmp_path, monkeypatch):
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calls = []
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def fake_reader(name, src, start, end):
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calls.append(name)
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dates = pd.date_range(start, periods=1)
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return pd.DataFrame({name: [1]}, index=dates)
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monkeypatch.setattr(refresh_data, "DataReader", fake_reader)
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monkeypatch.setattr(refresh_data, "DATA_PATH", tmp_path)
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db_file = tmp_path / "fred.db"
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monkeypatch.setattr(refresh_data, "DB_FILE", db_file)
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refresh_data.main(
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[
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"--series",
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"A",
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"B",
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"--start",
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"2000-01-01",
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"--end",
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"2000-01-02",
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]
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)
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assert set(calls) == {"A", "B"}
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with sqlite3.connect(db_file) as conn:
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tables = {
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row[0]
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for row in conn.execute("SELECT name FROM sqlite_master WHERE type='table'")
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}
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assert {"A", "B"} <= tables
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