Files
oci-deal-accelerator/tools/oci_bizcase_gen.py
root b30a4f0d32 Diagram generation: ref-arch-driven procedure + spec validator + KB enrichment
The diagram path now follows a documented standard procedure (lookup
the closest Oracle Architecture Center reference → confirm components
→ author absolute_layout → spec validator → render → visually verify)
and ships persistent guardrails so layout regressions can't recur.

Persistent procedure changes (apply to all users, all sessions):
- tools/diagram_spec_validator.py — geometry checks (CONTAINER_TOO_THIN,
  CONTAINER_PADDING_VIOLATION, LABEL_OVERFLOW_PARENT) run BEFORE either
  renderer (drawio + PPTX). Catches the subnet-collapse / label-overflow
  bugs that the post-render drawio validator missed.
- tools/oci_diagram_gen.py + tools/oci_pptx_diagram_gen.py — call the
  spec validator before emitting any output. Adds mysql / mysql_heatwave
  type aliases.
- tools/archcenter_pattern_lookup.py — scores against cached page
  descriptions (not just the 1-line summary), supports --queries for
  multi-fragment composition, and applies synonym expansion via
  kb/architecture-center/synonyms.yaml so "LB HA cross AD" matches
  "load balancer high availability availability domain".
- kb/architecture-center/synonyms.yaml — canonical synonym table
  (load balancer, autonomous database, data guard, …) used by the
  lookup scorer.

KB enrichment:
- tools/archcenter_description_fetcher.py + 121 cached _description.md
  under kb/diagram/assets/archcenter-refs/<slug>/. Removes the runtime
  dependency on docs.oracle.com when authoring specs and feeds the
  pattern-lookup scorer.
- 110+ cached .drawio / .svg / .png references for offline reuse,
  plus the OCI Toolkit v24.2 import (kb/diagram/assets/oci-toolkit-drawio).

Documentation:
- docs/skill/output-formats.md — new "Standard diagram-generation
  procedure (MANDATORY)" + geometry rules + the new validator entry.
- SKILL.md option 2 — references the mandatory procedure.
- README.md — describes the spec validator, archcenter_pattern_lookup
  and description fetcher, and updates the KB-health table.

Tooling that backs the procedure (cumulative across recent sessions):
tools/archcenter_case_runner.py, archcenter_batch_driver.py,
archcenter_zip_downloader.py, drawio_visual_validator.py,
drawio_fidelity_eval.py, harvest_drawio_icon.py, import_oci_library.py,
oci_pptx_diagram_gen.py, oci_pptx_render.py, refresh_pptx_icon_index.py.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-25 21:15:21 -03:00

960 lines
40 KiB
Python

#!/usr/bin/env python3
"""
OCI Deal Accelerator — Business Case Deck Generator (.pptx)
Produces an 8-10 slide business case deck using the Oracle FY26 official
PowerPoint template layouts. Target audience: customer CxO / decision-makers.
Usage:
python oci_bizcase_gen.py --spec business-case.yaml --output business-case.pptx
Or import and use programmatically:
from oci_bizcase_gen import BusinessCaseDeckGenerator
gen = BusinessCaseDeckGenerator.from_spec(spec)
gen.save("business-case.pptx")
"""
import yaml
import argparse
import re
from datetime import datetime
from pathlib import Path
from typing import Optional, List, Dict
from pptx.util import Inches, Pt
from pptx.dml.color import RGBColor
from pptx.enum.text import PP_ALIGN
from pptx.enum.shapes import MSO_SHAPE
try:
from oci_pptx_base import Colors, Layouts, OraclePresBase
except ModuleNotFoundError:
from tools.oci_pptx_base import Colors, Layouts, OraclePresBase
# ============================================================
# Defensive input helpers
# ============================================================
def pick(mapping: dict, *keys, default=""):
"""Return the first non-empty value for any of the provided keys."""
if not isinstance(mapping, dict):
return default
for key in keys:
if key in mapping:
value = mapping.get(key)
if value is not None:
return value
return default
def pick_list(mapping: dict, *keys):
"""Return the first list-like field normalized to a list."""
if not isinstance(mapping, dict):
return []
for key in keys:
if key in mapping:
value = mapping.get(key)
if value is None:
return []
if isinstance(value, list):
return value
return [value]
return []
def _timeline_to_weeks(text: str) -> int | None:
"""Parse a simple duration phrase like '12 weeks' or '6 months'."""
if not text:
return None
value = str(text).lower()
match = re.search(r"(\d+)\s*(week|weeks|month|months)", value)
if not match:
return None
amount = int(match.group(1))
unit = match.group(2)
return amount * 4 if unit.startswith("month") else amount
def _extract_business_case_text(bc: dict) -> str:
parts = [
pick(bc, "executive_summary", "summary"),
pick(bc, "primary_driver", "main_driver"),
]
drivers = bc.get("drivers", {})
if isinstance(drivers, dict):
parts.extend([
pick(drivers, "primary", "primary_driver", "main_driver"),
pick(drivers, "urgency", "why_now"),
])
coi = drivers.get("cost_of_inaction", {}) or {}
if isinstance(coi, dict):
parts.extend(coi.values())
return " ".join(str(p) for p in parts if p)
def _infer_driver_headline(text: str) -> str:
lowered = text.lower()
if any(token in lowered for token in ("budget", "cost", "tco", "license", "refresh")):
return "Reduce cost and avoid infrastructure refresh"
if any(token in lowered for token in ("dr", "disaster recovery", "resilien", "rto", "rpo")):
return "Improve resilience and business continuity"
if any(token in lowered for token in ("pci", "regulator", "compliance", "data residency", "sovereignty")):
return "Address compliance and sovereignty requirements"
return "Modernize the platform on OCI"
def _infer_driver_objective(text: str) -> str:
"""Return a noun phrase suitable for recommendation prose."""
lowered = text.lower()
if any(token in lowered for token in ("budget", "cost", "tco", "license", "refresh")):
return "the cost-reduction and refresh-avoidance case"
if any(token in lowered for token in ("dr", "disaster recovery", "resilien", "rto", "rpo")):
return "the resilience and business-continuity posture"
if any(token in lowered for token in ("pci", "regulator", "compliance", "data residency", "sovereignty")):
return "the compliance and sovereignty position"
return "the OCI modernization approach"
def _infer_business_case_drivers(text: str) -> dict:
headline = _infer_driver_headline(text)
urgency = "Use the current planning window to validate scope, commercials, and delivery readiness."
if _timeline_to_weeks(text):
urgency = f"Align the case with the stated delivery window ({_timeline_to_weeks(text)} weeks)."
return {
"primary": headline,
"urgency": urgency,
"cost_of_inaction": {
"financial": "Continuing with the current platform preserves avoidable run costs and refresh exposure.",
"operational": "The delivery team keeps spending time on manual operations instead of modernization work.",
"strategic": "Delaying the decision extends technical debt and slows business change.",
},
}
def _infer_business_case_risks(text: str) -> dict:
lowered = text.lower()
migration = [
{
"risk": "Migration scope may be larger than the initial discovery captured.",
"mitigation": "Baseline applications, data stores, and dependencies before locking the plan.",
},
{
"risk": "Operating model changes may require team enablement before go-live.",
"mitigation": "Define the target RACI and training plan during design.",
},
]
if any(token in lowered for token in ("dr", "disaster recovery", "rto", "rpo")):
migration.append({
"risk": "Resilience objectives may require rehearsal and explicit runbooks.",
"mitigation": "Schedule failover validation before production cutover.",
})
do_nothing = [
{
"risk": "Technical debt and platform constraints continue to accumulate.",
"impact": "Higher delivery risk and slower response to business demand.",
},
{
"risk": "Commercial and capacity assumptions remain unvalidated.",
"impact": "Procurement or renewal decisions may be made without a current baseline.",
},
]
return {
"migration_risks": migration[:4],
"do_nothing_risks": do_nothing[:4],
}
def _infer_business_case_roadmap(text: str) -> dict:
total_weeks = _timeline_to_weeks(text)
if total_weeks and total_weeks >= 6:
define = max(1, round(total_weeks * 0.25))
design = max(1, round(total_weeks * 0.35))
deliver = max(1, total_weeks - define - design)
total_duration = f"{total_weeks} weeks"
else:
define, design, deliver = 2, 4, 6
total_duration = "12 weeks (to validate)"
return {
"total_duration": total_duration,
"phases": [
{
"name": "Define",
"duration": f"{define} weeks",
"deliverables": ["Scope baseline", "Business case validation"],
"milestones": ["Stakeholder alignment"],
},
{
"name": "Design",
"duration": f"{design} weeks",
"deliverables": ["Target architecture", "Security and operating model"],
"milestones": ["Design sign-off"],
},
{
"name": "Deliver",
"duration": f"{deliver} weeks",
"deliverables": ["Migration execution", "Cutover and stabilization"],
"milestones": ["Go-live readiness"],
},
],
}
def _infer_business_case_recommendation(text: str) -> dict:
objective = _infer_driver_objective(text)
return {
"summary": f"Proceed to detailed design on OCI to validate {objective} with customer-specific sizing and commercials.",
"next_steps": [
"Confirm scope, current-state baseline, and success criteria.",
"Validate commercials, licensing assumptions, and target delivery model.",
"Run a design workshop and prepare the first migration wave.",
],
}
def _enrich_sparse_business_case(spec: dict) -> dict:
"""Fill safe narrative sections so sparse business cases still render professionally."""
if not isinstance(spec, dict):
return spec
bc = spec.get("business_case", spec)
if not isinstance(bc, dict):
return spec
text = _extract_business_case_text(bc)
if not text.strip():
return spec
enriched_bc = dict(bc)
if "drivers" not in enriched_bc:
enriched_bc["drivers"] = _infer_business_case_drivers(text)
if "risks" not in enriched_bc:
enriched_bc["risks"] = _infer_business_case_risks(text)
if "roadmap" not in enriched_bc:
enriched_bc["roadmap"] = _infer_business_case_roadmap(text)
if "recommendation" not in enriched_bc:
enriched_bc["recommendation"] = _infer_business_case_recommendation(text)
if "business_case" in spec:
enriched = dict(spec)
enriched["business_case"] = enriched_bc
return enriched
return enriched_bc
# ============================================================
# Business Case Deck Generator
# ============================================================
class BusinessCaseDeckGenerator(OraclePresBase):
"""Generate business case decks using Oracle FY26 template layouts."""
# Use Teal accent for business case slides (finance / CxO audience)
TITLE_ACCENT_COLOR = Colors.TEAL
# ================================================================
# Slide Methods
# ================================================================
def add_cover_slide(self, customer: str, subtitle: str = "",
prepared_by: str = "", date: str = ""):
"""Slide 1: Cover using Dark Title_Pillar layout."""
slide = self._add_layout_slide(Layouts.COVER_DARK)
self._set_placeholder(slide, 0, customer) # Title
self._set_placeholder(slide, 33, subtitle or "Business Case for Oracle Cloud Infrastructure")
date_str = date or datetime.now().strftime("%B %Y")
self._set_placeholder(slide, 35, date_str)
if prepared_by:
self._set_placeholder(slide, 34, f"Prepared by: {prepared_by}")
def add_executive_summary_slide(self, statement: str):
"""Slide 2: Executive Summary — controlled typography on blank slide."""
slide = self._add_blank_slide()
self._add_title_bar(slide, "Executive Summary")
# Body — large enough to read, small enough to fit the paragraph
body_box = slide.shapes.add_textbox(Inches(0.8), Inches(1.3), Inches(11.7), Inches(4.5))
tf = body_box.text_frame
tf.word_wrap = True
p = tf.paragraphs[0]
p.text = statement
p.font.size = Pt(18)
p.font.name = self.FONT
p.font.color.rgb = Colors.PRIMARY_TEXT
p.space_after = Pt(6)
def add_business_drivers_slide(self, drivers: list):
"""Slide 3: Business Drivers — numbered cards on blank slide.
drivers: list of up to 3 strings, each a driver statement (may include newline
separating a bold headline from detail text).
"""
slide = self._add_blank_slide()
self._add_title_bar(slide, "Business Drivers")
card_colors = [Colors.TEAL, Colors.BURNT_ORANGE, Colors.FOREST]
card_y_start = Inches(1.3)
available_h = Inches(5.8)
n = min(len(drivers), 3)
card_h = available_h / n if n else available_h
card_h = min(card_h, Inches(2.1))
for i, driver in enumerate(drivers[:3]):
color = card_colors[i % len(card_colors)]
y = card_y_start + i * card_h
# Left accent bar
accent = slide.shapes.add_shape(MSO_SHAPE.RECTANGLE, Inches(0.8), y + Inches(0.1), Inches(0.08), card_h - Inches(0.2))
accent.fill.solid()
accent.fill.fore_color.rgb = color
accent.line.fill.background()
# Number badge
self._add_textbox(
slide, Inches(1.05), y + Inches(0.12), Inches(0.5), Inches(0.45),
text=f"0{i+1}", font_size=18, bold=True, color=color,
)
# Split driver into headline + detail (split on \n if present)
parts = driver.split("\n", 1)
headline = parts[0].strip()
detail = parts[1].strip() if len(parts) > 1 else ""
# Headline
self._add_textbox(
slide, Inches(1.6), y + Inches(0.1), Inches(11.0), Inches(0.5),
text=headline, font_size=15, bold=True, color=Colors.PRIMARY_TEXT,
)
# Detail
if detail:
self._add_textbox(
slide, Inches(1.6), y + Inches(0.6), Inches(11.0), card_h - Inches(0.75),
text=detail, font_size=13, color=Colors.SECONDARY_TEXT,
)
def add_tco_slide(self, tco: dict):
"""Slide 4: TCO Comparison — table on blank slide.
tco: dict from business-case.yaml with current_state and proposed_oci.
"""
slide = self._add_blank_slide()
self._add_title_bar(slide, "Total Cost of Ownership")
# Subtitle
horizon = tco.get("horizon_years", 3)
self._add_textbox(
slide, Inches(0.8), Inches(1.1), Inches(11), Inches(0.4),
text=f"{horizon}-Year Comparison | Current State vs Oracle Cloud Infrastructure",
font_size=13, color=Colors.TEAL, bold=True,
)
current = tco.get("current_state", {})
proposed = tco.get("proposed_oci", {})
savings = tco.get("savings", {})
rows_data = [
("Infrastructure", current.get("annual_infrastructure", 0), proposed.get("annual_cloud_consumption", 0)),
("Licensing / Support", current.get("annual_licensing", 0), proposed.get("annual_licensing", 0)),
("Operations (People)", current.get("annual_operations", 0), proposed.get("annual_operations", 0)),
("Downtime Cost", current.get("annual_downtime_cost", 0), proposed.get("annual_downtime_cost", 0)),
("Compliance", current.get("annual_compliance_cost", 0), proposed.get("annual_compliance_cost", 0)),
]
# Filter out zero rows
rows_data = [(n, c, o) for n, c, o in rows_data if c or o]
# Add migration one-time
migration = proposed.get("migration_one_time", 0)
num_rows = len(rows_data) + 3 # header + rows + annual total + horizon total
table = self._add_table(
slide, num_rows, 4,
Inches(0.8), Inches(1.6),
Inches(11.7), Inches(0.42 * num_rows),
)
table.columns[0].width = Inches(3.5)
table.columns[1].width = Inches(2.7)
table.columns[2].width = Inches(2.7)
table.columns[3].width = Inches(2.8)
# Header
for j, h in enumerate(["Cost Category", "Current (Annual)", "OCI (Annual)", "Savings"]):
self._style_table_cell(
table.cell(0, j), h, font_size=11, bold=True,
color=Colors.WHITE, bg_color=Colors.TEAL,
alignment=PP_ALIGN.CENTER if j > 0 else PP_ALIGN.LEFT,
)
# Data rows
for i, (name, curr, oci) in enumerate(rows_data):
row = i + 1
bg = Colors.TABLE_ALT_ROW if row % 2 == 0 else None
curr_val = curr if isinstance(curr, (int, float)) else 0
oci_val = oci if isinstance(oci, (int, float)) else 0
save_val = curr_val - oci_val
self._style_table_cell(table.cell(row, 0), name, font_size=10, bg_color=bg)
self._style_table_cell(table.cell(row, 1), f"${curr_val:,.0f}", font_size=10, bg_color=bg, alignment=PP_ALIGN.RIGHT)
self._style_table_cell(table.cell(row, 2), f"${oci_val:,.0f}", font_size=10, bg_color=bg, alignment=PP_ALIGN.RIGHT)
save_color = Colors.SUCCESS if save_val > 0 else Colors.ERROR
self._style_table_cell(table.cell(row, 3), f"${save_val:,.0f}", font_size=10, bold=True, color=save_color, bg_color=bg, alignment=PP_ALIGN.RIGHT)
# Annual total row
total_row = len(rows_data) + 1
ann_current = current.get("total_annual", 0) or sum(r[1] for r in rows_data if isinstance(r[1], (int, float)))
ann_oci = proposed.get("total_annual", 0) or sum(r[2] for r in rows_data if isinstance(r[2], (int, float)))
ann_savings = savings.get("annual", 0) or (ann_current - ann_oci)
self._style_table_cell(table.cell(total_row, 0), "TOTAL ANNUAL", font_size=11, bold=True, color=Colors.WHITE, bg_color=Colors.TEAL)
self._style_table_cell(table.cell(total_row, 1), f"${ann_current:,.0f}", font_size=11, bold=True, color=Colors.WHITE, bg_color=Colors.TEAL, alignment=PP_ALIGN.RIGHT)
self._style_table_cell(table.cell(total_row, 2), f"${ann_oci:,.0f}", font_size=11, bold=True, color=Colors.WHITE, bg_color=Colors.TEAL, alignment=PP_ALIGN.RIGHT)
self._style_table_cell(table.cell(total_row, 3), f"${ann_savings:,.0f}", font_size=11, bold=True, color=Colors.WHITE, bg_color=Colors.TEAL, alignment=PP_ALIGN.RIGHT)
# Horizon total row
h_row = total_row + 1
h_current = current.get("total_over_horizon", 0) or (ann_current * horizon)
h_oci = proposed.get("total_over_horizon", 0) or (ann_oci * horizon + migration)
h_savings = savings.get("over_horizon", 0) or (h_current - h_oci)
pct = savings.get("percentage", 0) or (h_savings / h_current * 100 if h_current else 0)
self._style_table_cell(table.cell(h_row, 0), f"TOTAL {horizon}-YEAR", font_size=11, bold=True, color=Colors.WHITE, bg_color=Colors.DARK_BG)
self._style_table_cell(table.cell(h_row, 1), f"${h_current:,.0f}", font_size=11, bold=True, color=Colors.WHITE, bg_color=Colors.DARK_BG, alignment=PP_ALIGN.RIGHT)
self._style_table_cell(table.cell(h_row, 2), f"${h_oci:,.0f}", font_size=11, bold=True, color=Colors.WHITE, bg_color=Colors.DARK_BG, alignment=PP_ALIGN.RIGHT)
self._style_table_cell(table.cell(h_row, 3), f"${h_savings:,.0f} ({pct:.0f}%)", font_size=11, bold=True, color=Colors.GOLD, bg_color=Colors.DARK_BG, alignment=PP_ALIGN.RIGHT)
# Migration note
if migration:
note_y = Inches(1.6) + Inches(0.42 * num_rows) + Inches(0.15)
self._add_textbox(
slide, Inches(0.8), note_y, Inches(11), Inches(0.3),
text=f"* Includes one-time migration investment of ${migration:,.0f} in Year 1",
font_size=9, italic=True, color=Colors.SECONDARY_TEXT,
)
# Assumptions
assumptions = tco.get("assumptions", [])
if assumptions:
a_y = Inches(1.6) + Inches(0.42 * num_rows) + Inches(0.45)
self._add_textbox(
slide, Inches(0.8), a_y, Inches(11), Inches(0.25),
text="Assumptions:", font_size=9, bold=True, color=Colors.SECONDARY_TEXT,
)
for idx, a in enumerate(assumptions[:4]):
self._add_textbox(
slide, Inches(1.0), a_y + Inches(0.25 + idx * 0.22),
Inches(11), Inches(0.22),
text=f"{a}", font_size=8, italic=True, color=Colors.SECONDARY_TEXT,
)
def add_roi_slide(self, roi: dict, headline: str = ""):
"""Slide 5: ROI — centered big number + 3 supporting metrics."""
slide = self._add_blank_slide()
self._add_title_bar(slide, "Return on Investment")
# Big centered ROI number
pct = roi.get("three_year_roi_pct", 0)
metric_text = headline or (f"{pct:.0f}%" if pct else "")
big_box = slide.shapes.add_textbox(Inches(0.8), Inches(1.4), Inches(11.7), Inches(2.4))
big_box.text_frame.word_wrap = False
p = big_box.text_frame.paragraphs[0]
p.text = metric_text
p.font.size = Pt(96)
p.font.bold = True
p.font.name = self.FONT_HEADING
p.font.color.rgb = Colors.TEAL
p.alignment = PP_ALIGN.CENTER
# Label under big number
self._add_textbox(
slide, Inches(0.8), Inches(3.75), Inches(11.7), Inches(0.4),
text="3-Year Return on Investment", font_size=16,
color=Colors.SECONDARY_TEXT, alignment=PP_ALIGN.CENTER,
)
# 3 supporting metric boxes
payback = roi.get("payback_months", 0)
investment = roi.get("total_investment", 0)
benefit = roi.get("annual_net_benefit", 0)
metrics = []
if payback:
metrics.append((f"{payback} months", "Payback Period"))
if investment:
metrics.append((f"${investment:,.0f}", "Total Investment"))
if benefit:
metrics.append((f"${benefit:,.0f}/yr", "Annual Net Benefit"))
box_w = Inches(3.5)
gap = Inches(0.45)
total_w = box_w * len(metrics) + gap * (len(metrics) - 1)
x_start = (Inches(13.33) - total_w) / 2
y_box = Inches(4.4)
for j, (value, label) in enumerate(metrics):
x = x_start + j * (box_w + gap)
# Background
bg = slide.shapes.add_shape(MSO_SHAPE.RECTANGLE, x, y_box, box_w, Inches(1.4))
bg.fill.solid()
bg.fill.fore_color.rgb = Colors.TABLE_ALT_ROW
bg.line.color.rgb = Colors.MUTED_TEAL
# Value
self._add_textbox(
slide, x, y_box + Inches(0.15), box_w, Inches(0.7),
text=value, font_size=26, bold=True, color=Colors.TEAL,
alignment=PP_ALIGN.CENTER,
)
# Label
self._add_textbox(
slide, x, y_box + Inches(0.85), box_w, Inches(0.45),
text=label, font_size=11, color=Colors.SECONDARY_TEXT,
alignment=PP_ALIGN.CENTER,
)
def add_value_drivers_slide(self, drivers: list):
"""Slide 6: Value Drivers — 4 categories on blank slide.
drivers: list of {"category": str, "title": str, "description": str, "quantified": str}
"""
slide = self._add_blank_slide()
self._add_title_bar(slide, "Value Drivers")
# 4 value cards in a 2x2 grid
card_colors = [Colors.TEAL, Colors.FOREST, Colors.BURNT_ORANGE, Colors.ORACLE_RED]
positions = [
(Inches(0.8), Inches(1.5)), # top-left
(Inches(6.8), Inches(1.5)), # top-right
(Inches(0.8), Inches(4.3)), # bottom-left
(Inches(6.8), Inches(4.3)), # bottom-right
]
card_w, card_h = Inches(5.5), Inches(2.5)
for i, driver in enumerate(drivers[:4]):
x, y = positions[i]
color = card_colors[i % len(card_colors)]
# Color accent bar
bar = slide.shapes.add_shape(MSO_SHAPE.RECTANGLE, x, y, Inches(0.08), card_h)
bar.fill.solid()
bar.fill.fore_color.rgb = color
bar.line.fill.background()
# Title
title = driver.get("title", driver.get("category", "").replace("_", " ").title())
self._add_textbox(
slide, x + Inches(0.25), y + Inches(0.1),
card_w - Inches(0.3), Inches(0.4),
text=title, font_size=16, bold=True, color=color,
)
# Quantified value (big)
quantified = driver.get("quantified", "")
if quantified:
self._add_textbox(
slide, x + Inches(0.25), y + Inches(0.55),
card_w - Inches(0.3), Inches(0.5),
text=quantified, font_size=22, bold=True, color=Colors.PRIMARY_TEXT,
)
# Description
desc = driver.get("description", "")
if desc:
self._add_textbox(
slide, x + Inches(0.25), y + Inches(1.2),
card_w - Inches(0.3), Inches(1.0),
text=desc, font_size=11, color=Colors.SECONDARY_TEXT,
)
def add_risk_slide(self, migration_risks: list, do_nothing_risks: list):
"""Slide 7: Risk Assessment — two-column table layout."""
slide = self._add_blank_slide()
self._add_title_bar(slide, "Risk Assessment")
col_w = Inches(5.6)
col_gap = Inches(0.5)
left_x = Inches(0.8)
right_x = left_x + col_w + col_gap
header_y = Inches(1.2)
content_start_y = Inches(1.75)
row_h = Inches(0.8) # height per risk block (title + detail)
slide_h = Inches(7.1)
# Stretch rows to fill available slide height
n_rows = max(len(migration_risks[:5]), len(do_nothing_risks[:5]))
if n_rows > 0:
available = slide_h - content_start_y
row_h = min(Inches(1.8), available / n_rows)
# Column header backgrounds
for x, color, label in [
(left_x, Colors.TEAL, "✓ Migration Risks (Mitigated)"),
(right_x, Colors.ERROR, "⚠ Risks of Inaction"),
]:
bg = slide.shapes.add_shape(MSO_SHAPE.RECTANGLE, x, header_y, col_w, Inches(0.45))
bg.fill.solid()
bg.fill.fore_color.rgb = color
bg.line.fill.background()
self._add_textbox(
slide, x + Inches(0.15), header_y + Inches(0.05), col_w - Inches(0.2), Inches(0.38),
text=label, font_size=13, bold=True, color=Colors.WHITE,
)
# Left column: migration risks
for i, risk in enumerate(migration_risks[:5]):
r_text = risk.get("risk", str(risk)) if isinstance(risk, dict) else str(risk)
mitigation = risk.get("mitigation", "") if isinstance(risk, dict) else ""
y = content_start_y + i * row_h
# Alternating row background
if i % 2 == 0:
row_bg = slide.shapes.add_shape(MSO_SHAPE.RECTANGLE, left_x, y, col_w, row_h)
row_bg.fill.solid()
row_bg.fill.fore_color.rgb = Colors.TABLE_ALT_ROW
row_bg.line.fill.background()
self._add_textbox(
slide, left_x + Inches(0.15), y + Inches(0.07), col_w - Inches(0.25), Inches(0.4),
text=f"{r_text}", font_size=12, bold=True, color=Colors.PRIMARY_TEXT,
)
if mitigation:
self._add_textbox(
slide, left_x + Inches(0.25), y + Inches(0.45), col_w - Inches(0.35), row_h - Inches(0.48),
text=f"Mitigation: {mitigation}", font_size=11,
italic=True, color=Colors.SECONDARY_TEXT,
)
# Right column: do-nothing risks
for i, risk in enumerate(do_nothing_risks[:5]):
r_text = risk.get("risk", str(risk)) if isinstance(risk, dict) else str(risk)
impact = risk.get("impact", "") if isinstance(risk, dict) else ""
timeline = risk.get("timeline", "") if isinstance(risk, dict) else ""
y = content_start_y + i * row_h
if i % 2 == 0:
row_bg = slide.shapes.add_shape(MSO_SHAPE.RECTANGLE, right_x, y, col_w, row_h)
row_bg.fill.solid()
row_bg.fill.fore_color.rgb = RGBColor(0xFF, 0xF3, 0xF3)
row_bg.line.fill.background()
self._add_textbox(
slide, right_x + Inches(0.15), y + Inches(0.07), col_w - Inches(0.25), Inches(0.4),
text=f"{r_text}", font_size=12, bold=True, color=Colors.ERROR,
)
detail_parts = []
if impact:
detail_parts.append(f"Impact: {impact}")
if timeline:
detail_parts.append(f"By: {timeline}")
if detail_parts:
self._add_textbox(
slide, right_x + Inches(0.25), y + Inches(0.45), col_w - Inches(0.35), row_h - Inches(0.48),
text=" | ".join(detail_parts), font_size=10,
italic=True, color=Colors.SECONDARY_TEXT,
)
def add_roadmap_slide(self, phases: list, total_duration: str = ""):
"""Slide 8: Implementation Roadmap — timeline bars filling the slide."""
slide = self._add_blank_slide()
title = "Implementation Roadmap"
if total_duration:
title += f"{total_duration}"
self._add_title_bar(slide, title)
phase_colors = [Colors.TEAL, Colors.BURNT_ORANGE, Colors.FOREST, Colors.ORACLE_RED]
content_start = Inches(1.25)
available_h = Inches(5.9)
n = min(len(phases), 4)
row_h = available_h / n if n else available_h
bar_left = Inches(3.6)
bar_w = Inches(9.1)
label_w = Inches(2.6)
for i, phase in enumerate(phases[:4]):
color = phase_colors[i % len(phase_colors)]
y = content_start + i * row_h
name = pick(phase, "name", "title", default=f"Phase {i+1}")
duration = pick(phase, "duration", "weeks")
deliverables = pick_list(phase, "deliverables", "outputs")
quick_wins = pick_list(phase, "quick_wins", "milestones")
# Alternating row background
if i % 2 == 0:
bg = slide.shapes.add_shape(MSO_SHAPE.RECTANGLE, Inches(0.8), y, Inches(12.0), row_h - Inches(0.08))
bg.fill.solid()
bg.fill.fore_color.rgb = Colors.TABLE_ALT_ROW
bg.line.fill.background()
# Phase number circle accent
dot = slide.shapes.add_shape(MSO_SHAPE.OVAL, Inches(0.82), y + (row_h - Inches(0.38)) / 2, Inches(0.38), Inches(0.38))
dot.fill.solid()
dot.fill.fore_color.rgb = color
dot.line.fill.background()
dot.text_frame.paragraphs[0].text = str(i + 1)
dot.text_frame.paragraphs[0].font.size = Pt(11)
dot.text_frame.paragraphs[0].font.bold = True
dot.text_frame.paragraphs[0].font.color.rgb = Colors.WHITE
dot.text_frame.paragraphs[0].font.name = self.FONT
dot.text_frame.paragraphs[0].alignment = PP_ALIGN.CENTER
# Phase name
self._add_textbox(
slide, Inches(1.35), y + Inches(0.08), label_w, Inches(0.45),
text=name, font_size=14, bold=True, color=color,
)
# Duration bar
bar_h = Inches(0.42)
bar_y = y + (row_h - bar_h) / 2
bar = slide.shapes.add_shape(MSO_SHAPE.ROUNDED_RECTANGLE, bar_left, bar_y, bar_w * 0.55, bar_h)
bar.fill.solid()
bar.fill.fore_color.rgb = color
bar.line.fill.background()
bar.text_frame.paragraphs[0].text = duration
bar.text_frame.paragraphs[0].font.size = Pt(12)
bar.text_frame.paragraphs[0].font.bold = True
bar.text_frame.paragraphs[0].font.color.rgb = Colors.WHITE
bar.text_frame.paragraphs[0].font.name = self.FONT
bar.text_frame.paragraphs[0].alignment = PP_ALIGN.CENTER
# Deliverables — listed to the right of the bar
items = quick_wins + deliverables
if items:
items_text = "".join(items[:3])
self._add_textbox(
slide, bar_left + bar_w * 0.57, bar_y - Inches(0.02),
bar_w * 0.43, bar_h + Inches(0.05),
text=items_text, font_size=11, color=Colors.SECONDARY_TEXT,
)
def add_recommendation_slide(self, summary: str, next_steps: list = None):
"""Slide 9: Recommendation — dark blank slide with controlled fonts."""
slide = self._add_blank_slide(dark=True)
# "Recommendation" label in gold
self._add_textbox(
slide, Inches(0.8), Inches(0.45), Inches(11.7), Inches(0.5),
text="Our Recommendation", font_size=13, bold=True,
color=Colors.GOLD, font_name=self.FONT,
)
# Gold accent bar
acc = slide.shapes.add_shape(MSO_SHAPE.RECTANGLE, Inches(0.8), Inches(1.0), Inches(11.7), Inches(0.05))
acc.fill.solid()
acc.fill.fore_color.rgb = Colors.GOLD
acc.line.fill.background()
# Main recommendation statement — 20pt, white, readable
rec_box = slide.shapes.add_textbox(Inches(0.8), Inches(1.2), Inches(11.7), Inches(2.2))
tf = rec_box.text_frame
tf.word_wrap = True
p = tf.paragraphs[0]
p.text = summary
p.font.size = Pt(20)
p.font.bold = True
p.font.name = self.FONT_HEADING
p.font.color.rgb = Colors.WHITE
# Next steps section
if next_steps:
self._add_textbox(
slide, Inches(0.8), Inches(3.6), Inches(4.0), Inches(0.4),
text="NEXT STEPS", font_size=11, bold=True,
color=Colors.GOLD,
)
# Divider
div = slide.shapes.add_shape(MSO_SHAPE.RECTANGLE, Inches(0.8), Inches(4.05), Inches(11.7), Inches(0.03))
div.fill.solid()
div.fill.fore_color.rgb = RGBColor(0x55, 0x50, 0x4C)
div.line.fill.background()
y = Inches(4.15)
for i, step in enumerate(next_steps[:4]):
action = step.get("action", str(step)) if isinstance(step, dict) else str(step)
owner = step.get("owner", "") if isinstance(step, dict) else ""
deadline = step.get("deadline", "") if isinstance(step, dict) else ""
# Number
self._add_textbox(
slide, Inches(0.8), y, Inches(0.4), Inches(0.5),
text=str(i + 1), font_size=13, bold=True, color=Colors.GOLD,
)
# Action text
action_text = action
meta_parts = []
if owner:
meta_parts.append(owner)
if deadline:
meta_parts.append(deadline)
meta = f" [{' · '.join(meta_parts)}]" if meta_parts else ""
self._add_textbox(
slide, Inches(1.25), y, Inches(11.2), Inches(0.5),
text=action_text + meta, font_size=13, color=Colors.WHITE,
)
y += Inches(0.6)
# ================================================================
# Build from YAML spec
# ================================================================
@classmethod
def from_spec(cls, spec: dict, template: Optional[str] = None) -> "BusinessCaseDeckGenerator":
"""Build a complete business case deck from a YAML specification."""
spec = _enrich_sparse_business_case(spec)
bc = spec.get("business_case", spec) # Support both wrapped and unwrapped
gen = cls(template=template)
# Slide 1: Cover
gen.add_cover_slide(
customer=pick(bc, "customer_name", "customer"),
subtitle="Business Case for Oracle Cloud Infrastructure",
prepared_by=pick(bc, "prepared_by", "author"),
date=pick(bc, "date", "generated_on"),
)
# Slide 2: Executive Summary
exec_summary = bc.get("executive_summary", "")
if exec_summary:
gen.add_executive_summary_slide(exec_summary)
# Slide 3: Business Drivers
drivers_data = bc.get("drivers", {})
# Accept primary_driver at the top level as well (common user shape)
top_primary = pick(bc, "primary_driver", "main_driver")
# Accept a plain string or list for drivers
if isinstance(drivers_data, str):
drivers_data = {"primary": drivers_data}
elif isinstance(drivers_data, list):
drivers_data = {"items": drivers_data}
elif not isinstance(drivers_data, dict):
drivers_data = {}
if drivers_data or top_primary:
driver_statements = []
primary = pick(drivers_data, "primary", "primary_driver", "main_driver") or top_primary
urgency = pick(drivers_data, "urgency", "why_now")
coi = drivers_data.get("cost_of_inaction", {}) or {}
if primary:
primary_text = primary if isinstance(primary, str) else str(primary)
# Only rewrite snake_case enum tokens ("compliance_driven"); leave natural
# language intact so values like "Soberanía de datos + compliance regulatorio"
# render verbatim.
if "_" in primary_text and " " not in primary_text and len(primary_text) <= 40:
headline = f"Primary Driver: {primary_text.replace('_', ' ').title()}"
else:
headline = primary_text
driver_statements.append(f"{headline}\n{urgency}" if urgency else headline)
# Spec-provided additional cards take precedence over the inaction fallback
extra_items = pick_list(drivers_data, "items", "additional", "secondary", "cards")
for item in extra_items:
if isinstance(item, str) and item.strip():
driver_statements.append(item.strip())
elif isinstance(item, dict):
label = pick(item, "label", "headline", "title", "name")
desc = pick(item, "detail", "description", "text", "body")
if label and desc:
driver_statements.append(f"{label}\n{desc}")
elif label or desc:
driver_statements.append(label or desc)
if not extra_items:
financial = pick(coi, "financial")
operational = pick(coi, "operational")
strategic = pick(coi, "strategic")
if financial:
driver_statements.append(f"Financial Impact of Inaction\n{financial}")
if operational:
driver_statements.append(f"Operational Impact\n{operational}")
elif strategic:
driver_statements.append(f"Strategic Risk\n{strategic}")
if driver_statements:
gen.add_business_drivers_slide(driver_statements)
# Slide 4: TCO Comparison
tco = bc.get("tco", {})
if tco and (tco.get("current_state") or tco.get("proposed_oci")):
gen.add_tco_slide(tco)
# Slide 5: ROI
roi = bc.get("roi", {})
if roi and any(roi.get(k) for k in ["three_year_roi_pct", "payback_months", "total_investment"]):
gen.add_roi_slide(roi)
# Slide 6: Value Drivers
value_drivers = bc.get("value_drivers", [])
if value_drivers:
gen.add_value_drivers_slide(value_drivers)
# Slide 7: Risk Assessment
risks = bc.get("risks", {})
migration_risks = pick_list(risks, "migration_risks")
do_nothing_risks = pick_list(risks, "do_nothing_risks")
if migration_risks or do_nothing_risks:
gen.add_risk_slide(migration_risks, do_nothing_risks)
# Slide 8: Roadmap
roadmap = bc.get("roadmap", {})
if roadmap.get("phases"):
gen.add_roadmap_slide(
phases=pick_list(roadmap, "phases"),
total_duration=pick(roadmap, "total_duration"),
)
# Slide 9: Recommendation
rec = bc.get("recommendation", {})
if rec:
summary = pick(rec, "summary")
if not summary and rec.get("commitment_amount"):
summary = f"Recommended: {rec['commitment_amount']} {rec.get('commitment_type', 'UCM')} commitment"
if summary:
gen.add_recommendation_slide(
summary=summary,
next_steps=pick_list(rec, "next_steps"),
)
return gen
# ============================================================
# CLI
# ============================================================
def main():
parser = argparse.ArgumentParser(
description="Generate OCI business case slide deck (.pptx)"
)
parser.add_argument(
"--spec", required=True,
help="Path to YAML business case spec file",
)
parser.add_argument(
"--output", default="business-case.pptx",
help="Output .pptx file path",
)
parser.add_argument(
"--template",
help="Path to Oracle FY26 .pptx template (default: templates/Oracle_PPT-template_FY26.pptx)",
)
args = parser.parse_args()
with open(args.spec, 'r') as f:
spec = yaml.safe_load(f)
gen = BusinessCaseDeckGenerator.from_spec(spec, template=args.template)
gen.save(args.output)
print(f"Generated: {args.output}")
print(f" Slides: {gen.slide_count}")
print(f" Template: Oracle FY26")
customer = spec.get("business_case", spec).get("customer_name", "")
if customer:
print(f" Customer: {customer}")
if __name__ == "__main__":
main()