Playback Walkthrough

Explore deterministic playback outputs for the tiny7 scenario using the shared analytics utilities.

import sys
from pathlib import Path

PROJECT_ROOT = Path.cwd().resolve()
while PROJECT_ROOT != PROJECT_ROOT.parent and not (PROJECT_ROOT / "pyproject.toml").exists():
    PROJECT_ROOT = PROJECT_ROOT.parent
if not (PROJECT_ROOT / "pyproject.toml").exists():
    raise RuntimeError(
        "Notebook must be executed within a FHOPS checkout (pyproject.toml not found)."
    )
if str(PROJECT_ROOT) not in sys.path:
    sys.path.insert(0, str(PROJECT_ROOT))

from docs.examples.analytics import utils

SCENARIO = PROJECT_ROOT / "examples/tiny7/scenario.yaml"
ASSIGNMENTS = PROJECT_ROOT / "tests/fixtures/playback/tiny7_assignments.csv"

playback_tables = utils.load_deterministic_playback(SCENARIO, ASSIGNMENTS)
playback_tables.shift.head()

	day	shift_id	machine_id	machine_role	sample_id	production_units	total_hours	idle_hours	mobilisation_cost	sequencing_violations	blackout_conflicts	available_hours	utilisation_ratio	downtime_hours	downtime_events	weather_severity_total
0	1	S1	H1	feller_buncher	0	1194.708925	24.0	0.0	0.00	0	0	24.0	1.0	0.0	0	0.0
1	1	S1	H2	feller_buncher	0	813.203830	24.0	0.0	0.00	0	0	24.0	1.0	0.0	0	0.0
2	2	S1	H3	grapple_skidder	0	1438.086529	24.0	0.0	0.00	0	0	24.0	1.0	0.0	0	0.0
3	3	S1	H2	feller_buncher	0	1185.883055	24.0	0.0	53.24	0	0	24.0	1.0	0.0	0	0.0
4	3	S1	H3	grapple_skidder	0	569.826226	24.0	0.0	0.00	0	0	24.0	1.0	0.0	0	0.0

Production by Day

Visualise production totals per day. Adjust the cell below to experiment with different views.

chart = utils.plot_production_by_day(playback_tables.day)
chart