baseline_pdexp_result / code /analysis /build_common_recovered_excel.py
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#!/usr/bin/env python3
"""Build the copy-ready, single-sheet, exact-28-column recovered workbook."""
from __future__ import annotations
import json
from pathlib import Path
from openpyxl import Workbook, load_workbook
from openpyxl.comments import Comment
from openpyxl.styles import Alignment, Border, Font, PatternFill, Side
from openpyxl.utils import get_column_letter
ROOT = Path(__file__).resolve().parent
SOURCE = ROOT / "common-3p5d-c64-c96-c128-recovered-metrics.json"
EXTRA_SOURCES = (
ROOT / "common-4p4d-c96-recovered-metrics.json",
ROOT / "common-4p4d-c128-recovered-metrics.json",
ROOT / "common-morphosis-4p4d-c96-c128-metrics.json",
ROOT / "common-morphosis-5p3d-c96-c128-metrics.json",
)
OUTPUT = ROOT / "common-3p5d-c64-c96-c128-recovered-28col.xlsx"
EXPECTED_COLUMNS = [
"Model",
"GPU",
"# node",
"workload",
"topology",
"parallelism",
"routing policy",
"concurrency",
"hicache",
"L3 backend",
"L1 size",
"L2 size",
"L3 size",
"kv dtype",
"MTP",
"avg ttft",
"avg toks/s/user",
"kv cache hit rate",
"ideal kv cache hit rate",
"avg rqst e2e latency",
"avg prefill latency",
"avg prefill queue latency",
"bootstrap latency",
"avg decode latency",
"avg prefill toks/rqst",
"avg decode toks/rqst",
"req/s",
"chunk size",
]
PERCENT_COLUMNS = {
"kv cache hit rate",
"ideal kv cache hit rate",
}
THREE_DECIMAL_COLUMNS = {
"avg ttft",
"avg rqst e2e latency",
"avg prefill latency",
"avg prefill queue latency",
"bootstrap latency",
"avg decode latency",
"req/s",
}
TWO_DECIMAL_COLUMNS = {"avg toks/s/user"}
ONE_DECIMAL_COLUMNS = {
"avg prefill toks/rqst",
"avg decode toks/rqst",
}
COMMENTS = {
"avg ttft": (
"OMP rows: recovered server metric from full-hour SGLang counters and "
"TP0 ReqTimeStats. Morphosis rows: direct strict-replay request timing; "
"both request start and completion must be in [900,3600)."
),
"avg rqst e2e latency": (
"OMP rows use recovered server counters. Morphosis rows use direct "
"strict-replay request timing in [900,3600)."
),
"avg decode latency": (
"Enforced identity for every row: Avg E2E = Avg TTFT + Avg Decode."
),
"avg toks/s/user": (
"OMP rows use recovered TP0 Decode timing. Morphosis rows use each "
"strict request's (output tokens - 1) / client-observed decode duration."
),
"avg prefill latency": (
"OMP rows use the recovered SGLang stage anchor. Morphosis rows use TP0 "
"Prefill ReqTimeStats forward_duration with entry and finish in-window."
),
"avg prefill queue latency": "Direct TP0 Prefill ReqTimeStats in [900,3600).",
"bootstrap latency": "Direct TP0 Prefill ReqTimeStats in [900,3600).",
"kv cache hit rate": "Exact completion-population, token-weighted cache hit.",
"ideal kv cache hit rate": (
"Exact completion-population strict-token reusable prefix, aligned to "
"the DSV4 256-token page override."
),
}
NAVY = "17365D"
WHITE = "FFFFFF"
LIGHT_BLUE = "EAF3F8"
GRID = Side(style="thin", color="B7B7B7")
def main() -> None:
payload = json.loads(SOURCE.read_text(encoding="utf-8"))
columns = payload["table_columns"]
if columns != EXPECTED_COLUMNS:
raise RuntimeError("Recovered data does not have the requested 28-column schema")
rows = [cell["table_row"] for cell in payload["cells"]]
if [row["concurrency"] for row in rows] != [64, 96, 128]:
raise RuntimeError("Expected C64, C96, C128 rows")
for extra_source in EXTRA_SOURCES:
if not extra_source.exists():
continue
extra = json.loads(extra_source.read_text(encoding="utf-8"))
if extra["table_columns"] != EXPECTED_COLUMNS:
raise RuntimeError("4P4D data does not use the same 28-column schema")
rows.extend(cell["table_row"] for cell in extra["cells"])
if [
(row["workload"], row["topology"], row["concurrency"])
for row in rows
] != [
("RoadmapBench OMP80 (15-60m)", "3P5D", 64),
("RoadmapBench OMP80 (15-60m)", "3P5D", 96),
("RoadmapBench OMP80 (15-60m)", "3P5D", 128),
("RoadmapBench OMP80 (15-60m)", "4P4D", 96),
("RoadmapBench OMP80 (15-60m)", "4P4D", 128),
("Morphosis dynamic100 r6 (15-60m)", "4P4D", 96),
("Morphosis dynamic100 r6 (15-60m)", "4P4D", 128),
("Morphosis dynamic100 r6 (15-60m)", "5P3D", 96),
("Morphosis dynamic100 r6 (15-60m)", "5P3D", 128),
]:
raise RuntimeError("Unexpected completed-cell row set")
wb = Workbook()
wb.properties.title = "Recovered Common DSV4 OMP and Morphosis profile"
wb.properties.subject = "Requested 28-column schema, scoring window [900,3600)"
wb.properties.creator = "Cursor"
ws = wb.active
ws.title = "Metrics"
ws.sheet_view.showGridLines = False
for column, name in enumerate(columns, 1):
cell = ws.cell(1, column, name)
cell.fill = PatternFill("solid", fgColor=NAVY)
cell.font = Font(color=WHITE, bold=True)
cell.alignment = Alignment(horizontal="center", vertical="center", wrap_text=True)
cell.border = Border(left=GRID, right=GRID, top=GRID, bottom=GRID)
if name in COMMENTS:
cell.comment = Comment(COMMENTS[name], "Cursor")
ws.row_dimensions[1].height = 48
for row_index, source in enumerate(rows, 2):
for column, name in enumerate(columns, 1):
value = source[name]
if value is None:
raise RuntimeError(f"Missing value: row={row_index} column={name}")
cell = ws.cell(row_index, column, value)
cell.fill = PatternFill(
"solid", fgColor=WHITE if row_index % 2 == 0 else LIGHT_BLUE
)
cell.border = Border(left=GRID, right=GRID, top=GRID, bottom=GRID)
cell.alignment = Alignment(horizontal="center", vertical="center", wrap_text=True)
if name in PERCENT_COLUMNS:
cell.number_format = "0.00%"
elif name in THREE_DECIMAL_COLUMNS:
cell.number_format = "0.000"
elif name in TWO_DECIMAL_COLUMNS:
cell.number_format = "0.00"
elif name in ONE_DECIMAL_COLUMNS:
cell.number_format = "0.0"
ws.row_dimensions[row_index].height = 40
widths = {
"Model": 28,
"GPU": 14,
"# node": 10,
"workload": 29,
"topology": 12,
"parallelism": 18,
"routing policy": 31,
"concurrency": 13,
"hicache": 31,
"L3 backend": 13,
"L1 size": 25,
"L2 size": 21,
"L3 size": 12,
"kv dtype": 13,
"MTP": 27,
"chunk size": 12,
}
for column, name in enumerate(columns, 1):
ws.column_dimensions[get_column_letter(column)].width = widths.get(name, 20)
ws.freeze_panes = "A2"
ws.auto_filter.ref = f"A1:AB{len(rows) + 1}"
wb.save(OUTPUT)
check = load_workbook(OUTPUT, read_only=False, data_only=False)
if check.sheetnames != ["Metrics"]:
raise RuntimeError(f"Unexpected sheets: {check.sheetnames}")
sheet = check["Metrics"]
if sheet.max_row != len(rows) + 1 or sheet.max_column != 28:
raise RuntimeError(
f"Unexpected workbook shape: {sheet.max_row}x{sheet.max_column}"
)
if [sheet.cell(1, index).value for index in range(1, 29)] != EXPECTED_COLUMNS:
raise RuntimeError("Workbook headers changed")
for row in range(2, len(rows) + 2):
e2e = float(sheet.cell(row, 20).value)
ttft = float(sheet.cell(row, 16).value)
decode = float(sheet.cell(row, 24).value)
if not abs(e2e - ttft - decode) < 1e-12:
raise RuntimeError(f"E2E identity failed in workbook row {row}")
check.close()
print(OUTPUT)
if __name__ == "__main__":
main()