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85 changes: 83 additions & 2 deletions stattest/experiment/report/model.py
Original file line number Diff line number Diff line change
@@ -1,5 +1,6 @@
from typing import Any

from fpdf import FPDF
from matplotlib import pyplot as plt

from stattest.experiment.configuration import TestWorkerResult
Expand Down Expand Up @@ -93,12 +94,92 @@ def __build_path(result: PowerWorkerResult):
class PdfPowerReportBuilder(ReportBuilder):
def __init__(self):
self.data = {}
self.sizes = set()
self.tests = set()
self.font = "helvetica"
self.border = 1
self.align = "C"
self.col_width = 30
self.header_font_size = 12
self.entry_font_size = 10
self.output_filename = "power_report.pdf"

def process(self, result: TestWorkerResult):
pass
if not isinstance(result, PowerWorkerResult):
raise TypeError(f"Type {type(result)} is not an instance of PowerWorkerResult")

key = PdfPowerReportBuilder.__build_path(result)
self.sizes.add(result.size)
self.tests.add(result.test_code)

if key not in self.data:
self.data[key] = {}

if result.test_code not in self.data[key]:
self.data[key][result.test_code] = {}

self.data[key][result.test_code][result.size] = result.power

def build(self):
pass
pdf = FPDF(orientation="L")
pdf.set_auto_page_break(auto=True, margin=15)
pdf.add_page()
pdf.set_font(self.font, size=self.entry_font_size)

sorted_sizes = sorted(self.sizes)
sorted_tests = sorted(self.tests)
table_width = (len(sorted_sizes) + 1) * self.col_width
margin_x = (pdf.w - table_width) / 2

for key, results in self.data.items():
pdf.set_font(self.font, "B", self.header_font_size)
pdf.cell(0, self.entry_font_size, f"{key}", ln=True, align="C")
pdf.ln(5)

pdf.set_x(margin_x)
pdf.set_font(self.font, "B", self.entry_font_size)
pdf.cell(
self.col_width, self.entry_font_size, "Test", border=self.border, align=self.align
)
for size in sorted_sizes:
pdf.cell(
self.col_width,
self.entry_font_size,
str(size),
border=self.border,
align=self.align,
)
pdf.ln()

pdf.set_font(self.font, size=self.entry_font_size)
for test in sorted_tests:
test_name = test.split("_")[0]
pdf.set_x(margin_x)
pdf.cell(
self.col_width,
self.entry_font_size,
test_name,
border=self.border,
align=self.align,
)
for size in sorted_sizes:
power = results.get(test, {}).get(size, "N/A")
pdf.cell(
self.col_width,
self.entry_font_size,
f"{power:.3f}" if isinstance(power, float) else str(power),
border=self.border,
align=self.align,
)
pdf.ln()
pdf.ln(self.entry_font_size)

pdf.output(self.output_filename)
print(f"PDF report saved as: {self.output_filename}")

@staticmethod
def __build_path(result: PowerWorkerResult):
return f"Alternative: {result.alternative_code} alpha: {result.alpha}"


class ResultReader:
Expand Down