straight line fn dev

02_quant_analysis.py

@@ -10,7 +10,7 @@ def _():
     import polars as pl
     from pathlib import Path
 
-    from validation import check_progress, duration_validation
+    from validation import check_progress, duration_validation, check_straight_liners
     from utils import JPMCSurvey, combine_exclusive_columns, calculate_weighted_ranking_scores
     import utils
 
@@ -28,6 +28,18 @@ def _():
     )
 
 
+@app.cell(hide_code=True)
+def _(mo):
+    mo.outline(label="Table of Contents")
+    return
+
+
+@app.cell
+def _():
+    # Select Dataset
+    return
+
+
 @app.cell
 def _(mo):
     file_browser = mo.ui.file_browser(
@@ -63,21 +75,27 @@ def _(JPMCSurvey, QSF_FILE, RESULTS_FILE, mo):
     return S, data_all
 
 
-@app.cell(hide_code=True)
-def _(Path, RESULTS_FILE, data_all, mo):
-    mo.md(f"""
-    ---
-
-    # Load Data
-
-    **Dataset:** `{Path(RESULTS_FILE).name}`
-
-    {mo.ui.table(data_all.collect())}
-    """)
+@app.cell
+def _():
+    # check_straight_liners(S.get_ss_green_blue(data_all)[0])
     return
 
 
 @app.cell(hide_code=True)
+def _(Path, RESULTS_FILE, mo):
+    mo.md(f"""
+
+    ---
+    # Load Data
+
+    **Dataset:** `{Path(RESULTS_FILE).name}`
+
+
+    """)
+    return
+
+
+@app.cell
 def _(check_progress, data_all, duration_validation, mo):
     mo.md(f"""
     ## Data Validation
@@ -87,14 +105,9 @@ def _(check_progress, data_all, duration_validation, mo):
 
 
     {duration_validation(data_all)}
-    """)
-    return
 
 
-@app.cell(hide_code=True)
-def _(mo):
-    mo.md(r"""
-    ### ⚠️  ToDo: "straight-liner" detection and removal
+
     """)
     return