mvp table with alc predict and ready date
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@ -9,6 +9,9 @@ class BeerCharts():
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def __init__(self):
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def __init__(self):
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self.db = db_conn()
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self.db = db_conn()
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def bar_chart(self, items, data):
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return 0
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def line_chart(self, title, field, limit):
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def line_chart(self, title, field, limit):
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data = self.db.beer_db
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data = self.db.beer_db
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@ -24,24 +24,29 @@ class TableBuilder():
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df_dict["final_reading"].append(record["final_reading"])
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df_dict["final_reading"].append(record["final_reading"])
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df = pd.DataFrame(data=df_dict)
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df = pd.DataFrame(data=df_dict)
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sql = f"""
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sql = f"""
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SELECT x.beer_run_id as "Beer Run",
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SELECT x.beer_run_id as beer_run_id,
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max(sg) as "Max",
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max(sg) as max,
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min(sg) as "Min"
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min(sg) as min,
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y.date as final_reading_date
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FROM df x
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FROM df x
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JOIN
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JOIN
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( SELECT DISTINCT beer_run_id
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( SELECT DISTINCT beer_run_id, date
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FROM df
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FROM df
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WHERE final_reading = 'True'
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WHERE final_reading = 'True'
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) y ON x.beer_run_id = y.beer_run_id
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) y ON x.beer_run_id = y.beer_run_id
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GROUP BY x.beer_run_id
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GROUP BY x.beer_run_id, y.date
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ORDER BY x.beer_run_id desc
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ORDER BY x.beer_run_id desc
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LIMIT {limit}
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LIMIT {limit}
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"""
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"""
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df_sum = duckdb.sql(sql).df()
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df_sum = duckdb.sql(sql).df()
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sql = f"""
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sql = f"""
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SELECT *,
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SELECT x.beer_run_id as "Beer Run",
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ROUND(((CAST (max AS INTEGER) - CAST(min AS INTEGER)) / 7.36) + 0.5, 2) AS "Alcohol Prediction"
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x.max as "Max",
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FROM df_sum
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x.min as "Min",
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ROUND(((CAST (max AS INTEGER) - CAST(min AS INTEGER)) / 7.36) + 0.5, 2) AS "Alcohol Prediction",
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cast(final_reading_date as DATE) + INTERVAL 14 DAY as "Ready Date"
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FROM df_sum x
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"""
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"""
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df_calc = duckdb.sql(sql).df()
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df_calc = duckdb.sql(sql).df()
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return df_calc
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return df_calc
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