dataframe for encoding

import_data.py

@@ -20,22 +20,18 @@ print(f"Importing data from {csv_file}...")
 import_timestamp = datetime.datetime.now()
 print(f"Import timestamp: {import_timestamp}")
 
+# First read the CSV file with pandas to handle encoding
+print("Reading CSV file with proper encoding...")
+df = pd.read_csv(csv_file, sep=';', encoding='ISO-8859-1', decimal=',')
+
 # Create temporary table with CSV data, import timestamp, and hash
 con.execute("""
-    CREATE TEMP TABLE IF NOT EXISTS temp_working_times AS
+    CREATE TEMP TABLE temp_working_times AS
     WITH base_data AS (
         SELECT 
             *,
             '{timestamp}'::TIMESTAMP AS import_timestamp
-        FROM read_csv_auto(
-            '{csv_file}', 
-            delim=';',
-            header=true,
-            ignore_errors=true,
-            sample_size=1000,
-            auto_detect=true,
-            decimal_separator=','
-        )
+        FROM df
     )
     SELECT 
         *,
@@ -65,7 +61,7 @@ con.execute("""
             "Kommentar"
         ) AS row_hash
     FROM base_data
-""".format(csv_file=csv_file, timestamp=import_timestamp))
+""".format(timestamp=import_timestamp))
 
 # Create the working_times table if it doesn't exist
 con.execute("""
@@ -85,7 +81,7 @@ con.execute("""
     SELECT DISTINCT "Datum" FROM temp_working_times
 """)
 
-# Get all unique dates from existing data, ignore deleted entries
+# Get all unique dates from existing data
 con.execute("""
     CREATE TEMP TABLE temp_existing_dates AS
     SELECT DISTINCT "Datum" FROM working_times
@@ -107,16 +103,17 @@ con.execute("""
     FROM temp_working_times t
     JOIN working_times e ON t."Datum" = e."Datum"
     WHERE NOT EXISTS (
-        SELECT 1 FROM working_times e2
-        WHERE e2."Datum" = t."Datum"
-        AND e2.row_hash = t.row_hash
+        SELECT 1 
+        FROM working_times
+        WHERE "Datum" = t."Datum"
+        AND row_hash = t.row_hash
     )
 """)
 
 # Insert new data for new and changed dates
 con.execute("""
     INSERT INTO working_times
-    SELECT * FROM temp_working_times
+    SELECT *, NULL as delete FROM temp_working_times
     WHERE "Datum" IN (
         SELECT "Datum" FROM temp_new_dates
         UNION
@@ -124,9 +121,6 @@ con.execute("""
     )
 """)
 
-# Set delete flag
-# TODO
-
 # Verify the data was imported
 count = con.execute("SELECT COUNT(*) FROM working_times").fetchone()[0]
 print(f"Successfully imported data. Total records in database: {count}")