feat(observatoire): calcul et rendu tuile considérations sociales/env

Ajoute compute_considerations_stats (dédoublonnage par uid, regex
Clause|Critère|Marché réservé, colonne absente → 0%) et
get_considerations_card_content (deux dbc.Progress colorés Safe).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
Colin Maudry
2026-06-22 18:16:34 +02:00
parent 2ce762b6cc
commit a85baca408
2 changed files with 239 additions and 0 deletions
+80
View File
@@ -728,6 +728,86 @@ def get_dashboard_summary_table(dff, dff_per_uid, nb_marches):
return summary_table
CONSIDERATIONS_REGEX = r"(?i)Clause|Critère|Marché réservé"
CONSIDERATIONS_COLUMNS = {
"sociales": "considerationsSociales",
"environnementales": "considerationsEnvironnementales",
}
def compute_considerations_stats(lff: pl.LazyFrame) -> dict[str, tuple[int, int]]:
"""Part des marchés (uid distincts) ayant au moins une considération.
Renvoie {"sociales": (count, pct), "environnementales": (count, pct)}.
Dénominateur = tous les uid distincts. Colonne absente -> (0, 0).
"""
names = lff.collect_schema().names()
present = {key: col for key, col in CONSIDERATIONS_COLUMNS.items() if col in names}
stats = {key: (0, 0) for key in CONSIDERATIONS_COLUMNS}
if not present:
return stats
agg = (
lff.select(["uid"] + list(present.values()))
.group_by("uid")
.agg([pl.col(col).first() for col in present.values()])
.collect(engine="streaming")
)
total = agg.height
if total == 0:
return stats
for key, col in present.items():
count = agg.filter(pl.col(col).str.contains(CONSIDERATIONS_REGEX)).height
pct = round(100 * count / total)
stats[key] = (count, pct)
return stats
CONSIDERATIONS_DISPLAY = [
# (clé, libellé, couleur Safe)
("sociales", "Sociales", "rgb(204, 102, 119)"),
("environnementales", "Environnementales", "rgb(17, 119, 51)"),
]
def get_considerations_card_content(lff: pl.LazyFrame) -> html.Div:
"""Deux barres de progression : part des marchés avec considération."""
stats = compute_considerations_stats(lff)
blocks = []
for key, label, color in CONSIDERATIONS_DISPLAY:
count, pct = stats[key]
blocks.append(
html.Div(
className="mb-3",
children=[
html.Div(
className="d-flex justify-content-between",
children=[
html.Span(label),
html.Span(
f"{format_number(count)} marchés",
className="text-muted",
),
],
),
dbc.Progress(
value=pct,
label=f"{pct} %",
style={"backgroundColor": color},
),
],
)
)
return html.Div(children=blocks)
def make_card(
title: str, subtitle=None, fig=None, paragraphs=None, lg=6, xl=4
) -> dbc.Col: