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fix: handle missing aircraft and engine data in conversion process

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feat: add combine_historical_faa.py to process historical FAA data
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ggman12
2026-02-01 14:44:27 -05:00
parent 8368bfcbc9
commit efe63743ab
3 changed files with 63 additions and 37 deletions
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src/derive_from_faa_master_txt.py
+1 -1
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@@ -14,7 +14,7 @@ def convert_faa_master_txt_to_csv(zip_path: Path, csv_path: Path) -> None:
registrant = pd.json_normalize(df["registrant"]).add_prefix("registrant_")
df = df.drop(columns="registrant").join(registrant)
df = df.rename(columns={"aircraft_type": "aircraft_type_2"})
aircraft = pd.json_normalize(df["aircraft"]).add_prefix("aircraft_")
aircraft = pd.json_normalize(df["aircraft"].where(df["aircraft"].notna(), {})).add_prefix("aircraft_")
df = df.drop(columns="aircraft").join(aircraft)
df = df.rename(columns={"engine_type": "engine_type_2"})
engine = pd.json_normalize(df["engine"].where(df["engine"].notna(), {})).add_prefix("engine_")