added r script not releasable code yet

src/components/data_table.py

@@ -0,0 +1,48 @@
+import pandas as pd
+import plotly.express as px
+from dash import Dash, dcc, html
+from dash.dependencies import Input, Output
+
+from ..data.loader import DataSchema
+from . import ids
+
+
+def render(app: Dash, data: pd.DataFrame) -> html.Div:
+    @app.callback(
+        Output(ids.BAR_CHART, "children"),
+        [
+            Input(ids.YEAR_DROPDOWN, "value"),
+            Input(ids.MONTH_DROPDOWN, "value"),
+            Input(ids.CATEGORY_DROPDOWN, "value"),
+        ],
+    )
+    def update_bar_chart(
+        years: list[str], months: list[str], categories: list[str]
+    ) -> html.Div:
+        filtered_data = data.query(
+            "year in @years and month in @months and category in @categories"
+        )
+
+        if filtered_data.shape[0] == 0:
+            return html.Div("No data selected.", id=ids.BAR_CHART)
+
+        def create_pivot_table() -> pd.DataFrame:
+            pt = filtered_data.pivot_table(
+                values=DataSchema.AMOUNT,
+                index=[DataSchema.CATEGORY],
+                aggfunc="sum",
+                fill_value=0,
+                dropna=False,
+            )
+            return pt.reset_index().sort_values(DataSchema.AMOUNT, ascending=False)
+
+        fig = px.bar(
+            create_pivot_table(),
+            x=DataSchema.CATEGORY,
+            y=DataSchema.AMOUNT,
+            color=DataSchema.CATEGORY,
+        )
+
+        return html.Div(dcc.Graph(figure=fig), id=ids.BAR_CHART)
+
+    return html.Div(id=ids.BAR_CHART)

src/components/ids.py

@@ -1,5 +1,6 @@
 BAR_CHART = "bar-chart"
 PIE_CHART = "pie-chart"
+DATA_TABLE = "data-table"
 
 SELECT_ALL_CATEGORIES_BUTTON = "select-all-categories-button"
 CATEGORY_DROPDOWN = "category-dropdown"

src/data/loader_gz.py

@@ -1,6 +1,5 @@
 import pandas as pd
 
-
 class DataSchema:
     AMOUNT = "amount"
     CATEGORY = "category"
@@ -8,8 +7,17 @@ class DataSchema:
     MONTH = "month"
     YEAR = "year"
 
+class SPC_Schema:
+    FC = "FC"
+    Category1 = "Category1"
+    Category2 = "Category2"
+    Category3 = "Category3"
+    Batch = "Batch"
+    Lot = "Lot"
+    DateTime = "DateTime"
+    Value = "Value"
 
-def load_transaction_data(path: str) -> pd.DataFrame:
+def load_spc_data(path: str) -> pd.DataFrame:
     # load the data from the CSV file
     data = pd.read_csv(
         path,

src/data/statistic_ver.R

@@ -0,0 +1,3 @@
+library("ggplot2")
+
+read.csv("data\\")