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Enhance incremental data refresh
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@@ -12,7 +12,7 @@ Example:
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from __future__ import annotations
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from datetime import date
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from datetime import date, timedelta
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import argparse
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import pathlib
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import sqlite3
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@@ -49,9 +49,33 @@ def main(argv: list[str] | None = None) -> None:
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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 args.series:
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start = pd.to_datetime(args.start)
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end = pd.to_datetime(args.end)
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last = None
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table_exists = bool(
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conn.execute(
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"SELECT name FROM sqlite_master WHERE type='table' AND name=?",
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(s,),
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).fetchone()
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)
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if table_exists:
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last_row = conn.execute(f"SELECT MAX(date) FROM {s}").fetchone()
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if last_row and last_row[0] is not None:
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last = pd.to_datetime(last_row[0])
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new_start = start
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if last is not None:
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new_start = max(start, last + timedelta(days=1))
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if new_start > end:
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logger.info("%s up to date; last date %s", s, last.date() if last else "n/a")
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continue
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logger.info("\u21af downloading %s …", s)
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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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df = DataReader(s, "fred", new_start.date().isoformat(), end.date().isoformat())
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if_exists = "append" if table_exists else "replace"
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df.to_sql(s, conn, if_exists=if_exists, index_label="date")
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logger.info("\u2713 wrote %s: %s rows", s, len(df))
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logger.info(
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"\nDone. SQLite DB at %s (%s KB)",
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@@ -42,3 +42,33 @@ def test_refresh_data_writes_series(tmp_path, monkeypatch):
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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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def test_refresh_data_appends_only_new_rows(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, start, end))
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dates = pd.date_range(start, end)
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return pd.DataFrame({name: range(len(dates))}, 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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# Pre-populate DB with two days of data
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pre_df = pd.DataFrame({"A": [1, 2]}, index=pd.date_range("2000-01-01", periods=2))
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with sqlite3.connect(db_file) as conn:
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pre_df.to_sql("A", conn, if_exists="replace", index_label="date")
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refresh_data.main(
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["--series", "A", "--start", "2000-01-01", "--end", "2000-01-04"]
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)
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# Should only fetch after 2000-01-02
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assert calls == [("A", "2000-01-03", "2000-01-04")]
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with sqlite3.connect(db_file) as conn:
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df = pd.read_sql("SELECT * FROM A", conn, parse_dates=["date"], index_col="date")
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assert len(df) == 4
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