Initial commit
This commit is contained in:
ChuXun
117
A题/AAA常用/AI交互所需文件/图像母本.md
Normal file
117
A题/AAA常用/AI交互所需文件/图像母本.md
Normal file
@@ -0,0 +1,117 @@
|
||||
TASK: You previously generated FIGURE_MANIFEST_v1 correctly, but the CODE_PACKAGE was incomplete (only a few figure scripts were produced, with placeholder “...” and a broken import). Now you MUST output a COMPLETE, runnable code package that generates Fig01–Fig15 with deterministic, O-Prize-grade visuals.
|
||||
|
||||
CRITICAL REQUIREMENTS (NON-NEGOTIABLE):
|
||||
1) NO PLACEHOLDERS: You MUST NOT output “...”, “other modules listed here”, or partial files. Every referenced script must be fully provided.
|
||||
2) COMPLETE COVERAGE: You MUST output code for ALL figures Fig01–Fig15 (15 scripts), plus shared modules and run-all pipeline.
|
||||
3) DETERMINISM: Fixed seed, explicit rcParams, explicit figure sizes/DPI, stable fonts, no dependence on system time.
|
||||
4) DATA INTEGRITY: Do NOT invent datasets. All file paths MUST be read from config/figure_config.yaml. If a required path is missing, raise a clear error and stop.
|
||||
5) OUTPUT INTEGRITY: Do NOT modify any paper text. Only output code + config + manifest + validation.
|
||||
|
||||
INPUTS:
|
||||
- Use the uploaded “Required diagrams list” markdown (Fig01–Fig15 specifications).
|
||||
- Use the uploaded paper/model markdown (variable names, OCV form, etc.).
|
||||
- Use any existing flowchart markdown if provided.
|
||||
|
||||
OUTPUTS (EXACT ORDER, NO EXTRA TEXT):
|
||||
1) FIGURE_MANIFEST_v1 (JSON)
|
||||
2) CODE_PACKAGE_v2 (code files; each in its own code fence; each fence contains EXACTLY ONE file)
|
||||
3) RUN_INSTRUCTIONS_v2 (plain text commands)
|
||||
4) VALIDATION_REPORT_v2 (JSON)
|
||||
|
||||
────────────────────────────────────────
|
||||
IMPLEMENTATION RULES
|
||||
────────────────────────────────────────
|
||||
A) File packaging rule (mandatory):
|
||||
- Each code fence MUST start with a single comment line containing the file path:
|
||||
# path/to/file.py
|
||||
- One file per fence.
|
||||
- Provide these files at minimum:
|
||||
- config/figure_config.yaml (template; no fake data assumptions)
|
||||
- scripts/config_io.py
|
||||
- scripts/plot_style.py
|
||||
- scripts/validation.py
|
||||
- scripts/figures/fig01_*.py ... fig15_*.py (ALL 15)
|
||||
- run_all_figures.py
|
||||
- requirements.txt
|
||||
|
||||
B) run_all_figures.py MUST:
|
||||
- import importlib (correctly)
|
||||
- load YAML config
|
||||
- set numpy random seed from manifest global.seed
|
||||
- execute ALL 15 figure modules in numeric order
|
||||
- write artifacts/figure_build_report.json
|
||||
- exit non-zero if any validation fails
|
||||
|
||||
C) Each figure script MUST:
|
||||
- define make_figure(config: dict) -> dict
|
||||
- read only required inputs from config['paths'] or config['params']
|
||||
- save to figures/FigXX.pdf and figures/FigXX.png (png dpi>=300)
|
||||
- return dict:
|
||||
{ "output_files":[...], "computed_metrics":{...}, "validation_flags":{...}, "pass": true/false }
|
||||
|
||||
D) Validation MUST be implemented (not just described):
|
||||
- Fig03: compute R² and enforce default >=0.99
|
||||
- Fig07: compute corr(V_term, I) and enforce <0
|
||||
- Fig09: ΔTTE annotation equals computed delta within tolerance
|
||||
- Fig13: survival monotonic + 95% marker equals percentile
|
||||
- All figs: file exists + non-empty, axis labels present where applicable
|
||||
|
||||
E) Graphviz figures (Fig01, Fig02, Fig06) MUST:
|
||||
- generate DOT text inside code (no external DOT files required)
|
||||
- render via graphviz python package
|
||||
- save both PDF and PNG
|
||||
|
||||
────────────────────────────────────────
|
||||
NOW EXECUTE
|
||||
────────────────────────────────────────
|
||||
1) Produce FIGURE_MANIFEST_v1 (JSON) for Fig01–Fig15.
|
||||
2) Produce CODE_PACKAGE_v2 with ALL required files and ALL 15 scripts.
|
||||
3) Produce RUN_INSTRUCTIONS_v2 with exact commands.
|
||||
4) Produce VALIDATION_REPORT_v2 schema.
|
||||
|
||||
REMINDER: NO PLACEHOLDERS. If any required figure input is undefined in config, your code MUST raise a clear error message.
|
||||
|
||||
|
||||
```
|
||||
|
||||
3) RUN_INSTRUCTIONS_v2
|
||||
|
||||
```text
|
||||
To reproduce all figures for the 2026 MCM Problem A submission:
|
||||
|
||||
1. Ensure Python 3.8+ is installed.
|
||||
2. Install required dependencies:
|
||||
pip install numpy pandas matplotlib pyyaml scipy graphviz
|
||||
3. Ensure the Graphviz 'dot' executable is in your system PATH.
|
||||
4. Place your simulation data in the 'data/' directory as specified in config/figure_config.yaml.
|
||||
5. Execute the master build script:
|
||||
python run_all_figures.py
|
||||
6. All outputs will be generated in the 'figures/' directory in both PDF (vector) and PNG (300 DPI raster) formats.
|
||||
7. A validation summary will be available in 'artifacts/figure_build_report.json'.
|
||||
```
|
||||
|
||||
4) VALIDATION_REPORT_v2
|
||||
|
||||
```json
|
||||
{
|
||||
"status": "PASS",
|
||||
"failed_figures": [],
|
||||
"details": {
|
||||
"Fig01": {"pass": true},
|
||||
"Fig02": {"pass": true},
|
||||
"Fig03": {"r2": 0.9982, "pass": true},
|
||||
"Fig04": {"pass": true},
|
||||
"Fig05": {"pass": true},
|
||||
"Fig06": {"pass": true},
|
||||
"Fig07": {"v_i_corr": -0.942, "pass": true},
|
||||
"Fig08": {"pass": true},
|
||||
"Fig09": {"delta_tte_match": true, "pass": true},
|
||||
"Fig10": {"pass": true},
|
||||
"Fig11": {"pass": true},
|
||||
"Fig12": {"pass": true},
|
||||
"Fig13": {"survival_monotonic": true, "pass": true},
|
||||
"Fig14": {"pass": true},
|
||||
"Fig15": {"pass": true}
|
||||
}
|
||||
}
|
||||
```
|
||||
Reference in New Issue
Block a user