From 2050d73105cf8506b754f75868fdf6c4b09e1c33 Mon Sep 17 00:00:00 2001 From: Richard Dern Date: Tue, 2 Dec 2025 17:07:41 +0100 Subject: [PATCH] =?UTF-8?q?Ajoute=20l=E2=80=99analyse=20des=20cat=C3=A9gor?= =?UTF-8?q?ies=20de=20pi=C3=A8ces?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 14 ++ figures/step29/part_categories_heatmap.png | Bin 0 -> 261174 bytes figures/step29/structural_share_timeline.png | Bin 0 -> 108659 bytes figures/step29/top_part_categories_area.png | Bin 0 -> 164940 bytes lib/plots/part_categories.py | 130 ++++++++++ lib/rebrickable/part_categories.py | 240 +++++++++++++++++++ scripts/compute_part_categories.py | 50 ++++ scripts/plot_part_categories.py | 27 +++ tests/test_part_categories.py | 126 ++++++++++ tests/test_part_categories_plot.py | 45 ++++ 10 files changed, 632 insertions(+) create mode 100644 figures/step29/part_categories_heatmap.png create mode 100644 figures/step29/structural_share_timeline.png create mode 100644 figures/step29/top_part_categories_area.png create mode 100644 lib/plots/part_categories.py create mode 100644 lib/rebrickable/part_categories.py create mode 100644 scripts/compute_part_categories.py create mode 100644 scripts/plot_part_categories.py create mode 100644 tests/test_part_categories.py create mode 100644 tests/test_part_categories_plot.py diff --git a/README.md b/README.md index 2b1fe07..ef69112 100644 --- a/README.md +++ b/README.md @@ -298,3 +298,17 @@ Le calcul lit `data/intermediate/colors_by_set.csv` et `data/intermediate/sets_e - `data/intermediate/color_richness_by_year.csv` : agrégat annuel (moyenne, médiane, bornes de diversité et concentration). Les graphiques `figures/step28/color_richness_boxplot.png`, `figures/step28/color_richness_top_sets.png` et `figures/step28/color_concentration_scatter.png` montrent respectivement la répartition annuelle, le top des sets les plus colorés et la concentration des palettes (part des 3 couleurs dominantes vs nombre de couleurs). + +### Étape 29 : répartition par catégories de pièces (structure vs esthétique) + +1. `source .venv/bin/activate` +2. `python -m scripts.compute_part_categories` +3. `python -m scripts.plot_part_categories` + +Le calcul lit `data/intermediate/parts_filtered.csv`, `data/raw/parts.csv`, `data/raw/part_categories.csv` et `data/intermediate/sets_enriched.csv` pour mesurer la part de chaque catégorie de pièce (rechanges exclues), marquer celles considérées comme structurelles/technic (liste `IGNORED_PART_CATEGORY_IDS` de `lib/rebrickable/color_ignores.py`), et produire : + +- `data/intermediate/part_categories_by_set.csv` : parts par set et par catégorie, avec possession et indicateur structurel. +- `data/intermediate/part_categories_by_year.csv` : parts annuelles par catégorie. +- `data/intermediate/part_categories_global.csv` : parts globales par catégorie. + +Les visuels `figures/step29/top_part_categories_area.png`, `figures/step29/part_categories_heatmap.png` et `figures/step29/structural_share_timeline.png` montrent respectivement l’évolution des principales catégories (aire empilée), une heatmap exhaustive catégorie × année, et la trajectoire de la part des pièces structurelles. diff --git a/figures/step29/part_categories_heatmap.png b/figures/step29/part_categories_heatmap.png new file mode 100644 index 0000000000000000000000000000000000000000..630a9bd248c52872a12fa9edc6be1e758e5d3854 GIT binary patch literal 261174 zcmeAS@N?(olHy`uVBq!ia0y~yVE@6uz_x^gje&vTL)l?F1_lPJ64!{5;QX|b^2DN4 z2H(Vzf}H%4oXjMJvecsD%=|oKJwpRMa~*|@l9GaAD}DW3xC*`eqI7+qjmjYm3=EtF z9+AZi3{t8f%-H^7`vV3>1_nFSZ|-vL2~Ga}|KsZ`ne)`o7I#iq>1i^(%R{BB zL_|(SvMPwnRl{E?Rl`Ji7SFt* z*X_NQ?Vr82c765Qt^BdyOYaJ9+_-Tg$U6*Ba4tLY&|N4SOii$0`U7S_h!h5vAB+$t zh&;i-@qrn{fZz#?0uR_BOc1HStZ;xI#DHK2Hirgz2opp$@H8;kgBVaO$-r0#Wr8Rp zhT(6qL&^?mkY5=X1pK(g^|tIRe!lDZ_xttxr|QSg6K>*3zqhAyTf#x6?|&Y)%Wo4> z^=jGe>9EVX^wktzNuwivb1V`?wZpcYn`?dfH3P$gCUHS&X=&+qZV)3|4xgKAz1FQ) zYFqw&yWQ{i{m!|wqi_yKibp%Y{5Gr7S2uoreZ4mI^t5kpx8H9AnfvGzBd=_2=j3+Jnn~c=yRz#>{-N%y;&#`j&77 zQH%H<3ByCIPTte?axX9UFTbumVPfdosH=8=zXYG2WxD$7tE;E4t&5d@r^fg)Y~!Nf z<$h()&PYldBsAPDyPf;Rgn{9N2{h4OI(u@mdhYjkck}8#-`iUqy*2CVx$aFD|1}Fa zr5<_oXQ@xgdzob|O!K)Ko}HR{+V20K;%C~&Sr=D+ewOF=>GARY=;M8|ci$TnEUbL9 z@pw#WxAprym*-W#+gV`F&cN_sPM6L0cyMmmF~RoJ3FU7u7We;((>|~z?X1*v&AlZr zgRBc4G~BKG{dQZ*Nuk|;KAk>%D=a0BtKweqdE0lt{``2{zc%gctg?l>1-!1Nhs}y} zyzHrRT-e_xadr6mZ5J22N6)vbee?Bty#MxZjL&a9IXOAj^WWFUQ=Ym(=`uj5G*M5_p6%|n5gVKC9cO)enBTsH zyI^79wYnnqy$lQtF&-Kh!5P@2eB#83g+?Bx?|OSv+v8z_51(5l9M*idvp8Uzu)h_=f2kc`}@29MZ;CS$;bP) zvhhkqEOcts@t*RxEPbSM&4EH&yRxTck|0BHH<6bI!~#Ec@`_por}9{~ur7$(Wb_b#tG&d!NiZ znR`{Q*M57q`#swqzP;vocPv18=S`RPx($DRevaOjb8}6^#-w)@@wH#CF37#S^P=UY zZ}WaU_xIi~=}YmmGaJv%wT^yzYHDot=VxcLudWK++%8{tM?hrfP+*ss8?MTjpi8@0E+)dSj%&NSunV|C?%C^<~3pz1?TNHhv4;nB@BU%F4;Q zF*^*NY}<8iZ}QZ`?fkb->+jFG9#_3~_xUgXX6NsdTz+Qv|GyI_uDAZW`P}qhUi(FF z?XR;g(NznNis3)_LaOKgY@_mbG1<4bt(~eDduwa#{z87c9}9MiP1+>?cVEk=zBhM0zM$w$ z?5>i+-yC26F0A<8Se~DEW5dC@+3(-Ge0+3tt?z8JcQ&m>udZnR{`GqO+mFZPw_BCI z+VS{Ge#F5h*0-m$*Oz?%I=}v(WRbkp^m~zObpWaOqkE>98vg>HK`1iHDv#+mXx!oQWwLMQ( zT2@xJ;?xz^=3cX1_+9m4wYu%AP6Cl^>(cAy0PjvA)uj5LPp7lo&Z_scY@cnG+qL=bL}mA+{M~Q2O}L$Ma+2z|t=HqY ztIjO+5>=KAGe# zWZQo5*24R7vfe9lrA@O$cGv&^*Kqs$tE<|c-@i{%^-c;tw41*qzwYx{^Np3CpYi^Z zt^NItcbEMC-}*Ne{r=s|Z^yBV|NrYRxAXV+?)`X7TKLUk-`Qp-t?d5SwnfR+d^mW+ zIQ^W;%U!j<-)?V?3$L=j@pn$xZ_m~Dmlv1bXJ%lS!#(kNnglpf6*dR6{hnuAeWy6} zo#x|%fbk~Phma{AqD!{oNpT{Zvzes``rKS|X) z=h2Z)J?C#Pm(SmJYisuIGbiTP{W_WYN9%CJYYpKLHa?jbMrMCCl?`@Ik+jXert>}K z_=orP|8J*WTorY2dVF1`vRhAq3e9O1nRQKA*q4 z=hpte-)6ryPR-T|zP0#q^`lPpH)m!Vhi%CStp0M*{q3*U>&wqiy}P6EvD$rUVn|a!wqh4zz$6f!hr}Fa~`~N@t z@0MPVExaY&v5No2o-QNz`Bkqpr#G(p?IgLbnVo-|ZuGVrFD@?D^`55F8Ta|rxqI7k zXTO$?J-uuDl&A0RCVNg4T(^6wcKEL3tN*6l{d2*Yf9Lg6v%*9Le3?JptA4-pv!qv4 zEdR-mXU*^LxGx)ORQYUXdd#%#b<)fH=fBg6)liPj4cPx`^OGR!(!VD|!(*TRa=X8D z+w1Z#&HQ#7-tYf^@2}WOrdiI(u9>bpC3NuJ>+*Y*$9I*! zel}0rIO=@pL6`l@ciGwhd?Nh&%Vqyqww-m{Q(f2o{q_A~_WHfgcJD9YjV(TF`pzos zzsBvj`|~Gx@iwmFS@Egko&I0mfKYMU{}0>cb1p1!d}r<_Y8Yba5PA3G%X#6Z40rQ? 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Hl+XkK03rGR literal 0 HcmV?d00001 diff --git a/lib/plots/part_categories.py b/lib/plots/part_categories.py new file mode 100644 index 0000000..ea2c34d --- /dev/null +++ b/lib/plots/part_categories.py @@ -0,0 +1,130 @@ +"""Visualisations des parts par catégorie.""" + +from pathlib import Path +from typing import Dict, List, Sequence + +import matplotlib.pyplot as plt +import numpy as np +from matplotlib.colors import Normalize +from matplotlib.cm import ScalarMappable +from matplotlib.patches import Patch + +from lib.filesystem import ensure_parent_dir +from lib.rebrickable.stats import read_rows + + +def load_rows(path: Path) -> List[dict]: + """Charge un CSV en mémoire.""" + return read_rows(path) + + +def extract_years(rows: Sequence[dict]) -> List[str]: + """Récupère la liste ordonnée des années présentes.""" + years = {row["year"] for row in rows} + return sorted(years, key=int) + + +def build_shares_by_year(rows: Sequence[dict]) -> Dict[tuple[str, str], float]: + """Indexe share_non_spare par (year, category_id).""" + return {(row["year"], row["category_id"]): float(row["share_non_spare"]) for row in rows} + + +def plot_top_part_categories_area( + categories_by_year_path: Path, + categories_global_path: Path, + destination_path: Path, + top_n: int = 8, +) -> None: + """Trace l'évolution des catégories principales en parts empilées.""" + yearly_rows = load_rows(categories_by_year_path) + global_rows = load_rows(categories_global_path) + years = extract_years(yearly_rows) + top_categories = global_rows[:top_n] + labels = [row["category_name"] for row in top_categories] + ["Autres"] + shares_lookup = build_shares_by_year(yearly_rows) + series: List[List[float]] = [] + for top in top_categories: + series.append([shares_lookup.get((year, top["category_id"]), 0.0) for year in years]) + other_series: List[float] = [] + for year in years: + year_total = sum(value for (yr, _), value in shares_lookup.items() if yr == year) + top_sum = sum(values[years.index(year)] for values in series) + other_series.append(max(0.0, year_total - top_sum)) + series.append(other_series) + x = np.arange(len(years)) + fig, ax = plt.subplots(figsize=(12, 7)) + colors = plt.get_cmap("tab20").colors + ax.stackplot(x, series, labels=labels, colors=colors[: len(labels)], alpha=0.9, linewidth=0.6) + ax.set_xticks(x) + ax.set_xticklabels(years, rotation=45, ha="right") + ax.set_ylabel("Part des pièces (hors rechanges)") + ax.set_title("Part des principales catégories de pièces (par année)") + ax.legend(loc="upper left", frameon=False, ncol=2) + ax.grid(axis="y", linestyle="--", alpha=0.35) + + ensure_parent_dir(destination_path) + fig.tight_layout() + fig.savefig(destination_path, dpi=170) + plt.close(fig) + + +def plot_part_categories_heatmap(categories_by_year_path: Path, destination_path: Path) -> None: + """Heatmap des parts par catégorie et par année.""" + rows = load_rows(categories_by_year_path) + years = extract_years(rows) + totals: Dict[str, int] = {} + for row in rows: + totals[row["category_id"]] = totals.get(row["category_id"], 0) + int(row["quantity_non_spare"]) + categories = sorted(totals.keys(), key=lambda cat_id: -totals[cat_id]) + matrix = np.zeros((len(categories), len(years))) + lookup = {(row["year"], row["category_id"]): float(row["share_non_spare"]) for row in rows} + for i, cat_id in enumerate(categories): + for j, year in enumerate(years): + matrix[i, j] = lookup.get((year, cat_id), 0.0) + fig, ax = plt.subplots(figsize=(12, 10)) + cmap = plt.get_cmap("viridis") + im = ax.imshow(matrix, aspect="auto", cmap=cmap, norm=Normalize(vmin=0, vmax=matrix.max())) + ax.set_xticks(np.arange(len(years))) + ax.set_xticklabels(years, rotation=45, ha="right") + labels = {row["category_id"]: row["category_name"] for row in rows} + ax.set_yticks(np.arange(len(categories))) + ax.set_yticklabels([labels[cat_id] for cat_id in categories]) + ax.set_xlabel("Année") + ax.set_ylabel("Catégorie de pièce") + ax.set_title("Part des catégories de pièces par année") + cbar = fig.colorbar(ScalarMappable(norm=im.norm, cmap=cmap), ax=ax, fraction=0.025, pad=0.015) + cbar.ax.set_ylabel("Part des pièces", rotation=90) + + ensure_parent_dir(destination_path) + fig.tight_layout() + fig.savefig(destination_path, dpi=170) + plt.close(fig) + + +def plot_structural_share_timeline(categories_by_year_path: Path, destination_path: Path) -> None: + """Trace l'évolution de la part des catégories structurelles.""" + rows = load_rows(categories_by_year_path) + years = extract_years(rows) + structural_share: Dict[str, float] = {} + for row in rows: + if row["is_structural"] != "true": + continue + share = structural_share.get(row["year"], 0.0) + structural_share[row["year"]] = share + float(row["share_non_spare"]) + x = np.arange(len(years)) + y = [structural_share.get(year, 0.0) for year in years] + fig, ax = plt.subplots(figsize=(11, 6)) + ax.plot(x, y, color="#d62728", linewidth=2.2) + ax.fill_between(x, y, color="#d62728", alpha=0.18) + ax.set_xticks(x) + ax.set_xticklabels(years, rotation=45, ha="right") + ax.set_ylabel("Part des pièces structurelles") + ax.set_title("Evolution de la part des pièces structurelles") + ax.grid(True, linestyle="--", alpha=0.35) + legend = [Patch(facecolor="#d62728", edgecolor="none", alpha=0.6, label="Structurel / Technic")] + ax.legend(handles=legend, loc="upper right", frameon=False) + + ensure_parent_dir(destination_path) + fig.tight_layout() + fig.savefig(destination_path, dpi=170) + plt.close(fig) diff --git a/lib/rebrickable/part_categories.py b/lib/rebrickable/part_categories.py new file mode 100644 index 0000000..9b7a0e2 --- /dev/null +++ b/lib/rebrickable/part_categories.py @@ -0,0 +1,240 @@ +"""Agrégation des parts par catégorie pour les sets filtrés.""" + +import csv +from pathlib import Path +from typing import Dict, Iterable, List, Sequence, Tuple + +from lib.filesystem import ensure_parent_dir +from lib.rebrickable.color_ignores import is_ignored_part_category +from lib.rebrickable.stats import read_rows + + +def load_parts_catalog(path: Path) -> Dict[str, dict]: + """Indexe les pièces par référence avec leur catégorie.""" + catalog: Dict[str, dict] = {} + with path.open() as csv_file: + reader = csv.DictReader(csv_file) + for row in reader: + catalog[row["part_num"]] = row + return catalog + + +def load_category_names(path: Path) -> Dict[str, str]: + """Associe chaque catégorie à son libellé.""" + names: Dict[str, str] = {} + with path.open() as csv_file: + reader = csv.DictReader(csv_file) + for row in reader: + names[row["id"]] = row["name"] + return names + + +def load_sets_enriched(path: Path) -> Dict[str, dict]: + """Indexe les sets enrichis par numéro complet.""" + sets: Dict[str, dict] = {} + with path.open() as csv_file: + reader = csv.DictReader(csv_file) + for row in reader: + sets[row["set_num"]] = row + return sets + + +def group_rows_by_set(rows: Iterable[dict]) -> Dict[str, List[dict]]: + """Regroupe les lignes parts_filtered par set.""" + grouped: Dict[str, List[dict]] = {} + for row in rows: + set_rows = grouped.get(row["set_num"]) + if set_rows is None: + set_rows = [] + grouped[row["set_num"]] = set_rows + set_rows.append(row) + return grouped + + +def build_category_totals( + grouped_parts: Dict[str, List[dict]], + parts_catalog: Dict[str, dict], + category_names: Dict[str, str], +) -> Tuple[List[dict], List[dict]]: + """Construit les agrégats par set puis par année.""" + categories_by_set: List[dict] = [] + categories_by_year: Dict[Tuple[str, str], dict] = {} + totals_by_set: Dict[str, int] = {} + totals_minifig_by_set: Dict[str, int] = {} + for set_num, rows in grouped_parts.items(): + total_non_spare = sum(int(row["quantity_in_set"]) for row in rows if row["is_spare"] == "false") + totals_by_set[set_num] = total_non_spare + totals_minifig_by_set[set_num] = sum( + int(row["quantity_in_set"]) + for row in rows + if row["is_spare"] == "false" and row["is_minifig_part"] == "true" + ) + by_category: Dict[str, dict] = {} + for row in rows: + if row["is_spare"] == "true": + continue + part = parts_catalog[row["part_num"]] + cat_id = part["part_cat_id"] + cat_name = category_names[cat_id] + entry = by_category.get(cat_id) + if entry is None: + entry = { + "category_id": cat_id, + "category_name": cat_name, + "quantity_non_spare": 0, + "quantity_minifig": 0, + "quantity_non_minifig": 0, + } + by_category[cat_id] = entry + quantity = int(row["quantity_in_set"]) + entry["quantity_non_spare"] += quantity + if row["is_minifig_part"] == "true": + entry["quantity_minifig"] += quantity + else: + entry["quantity_non_minifig"] += quantity + for cat_id, entry in by_category.items(): + categories_by_set.append( + { + "set_num": set_num, + "category_id": cat_id, + "category_name": entry["category_name"], + "quantity_non_spare": str(entry["quantity_non_spare"]), + "quantity_minifig": str(entry["quantity_minifig"]), + "quantity_non_minifig": str(entry["quantity_non_minifig"]), + "share_non_spare": f"{entry['quantity_non_spare'] / total_non_spare:.4f}", + } + ) + year = rows[0]["year"] + key = (year, cat_id) + year_entry = categories_by_year.get(key) + if year_entry is None: + year_entry = { + "year": year, + "category_id": cat_id, + "category_name": entry["category_name"], + "quantity_non_spare": 0, + } + categories_by_year[key] = year_entry + year_entry["quantity_non_spare"] += entry["quantity_non_spare"] + categories_by_set.sort(key=lambda row: (row["set_num"], row["category_name"])) + categories_year_rows = [] + totals_by_year: Dict[str, int] = {} + for (year, _), entry in categories_by_year.items(): + totals_by_year[year] = totals_by_year.get(year, 0) + entry["quantity_non_spare"] + for key, entry in categories_by_year.items(): + total_year = totals_by_year[key[0]] + categories_year_rows.append( + { + "year": entry["year"], + "category_id": entry["category_id"], + "category_name": entry["category_name"], + "quantity_non_spare": str(entry["quantity_non_spare"]), + "share_non_spare": f"{entry['quantity_non_spare'] / total_year:.4f}", + "is_structural": "true" if is_ignored_part_category(entry["category_id"]) else "false", + } + ) + categories_year_rows.sort(key=lambda row: (int(row["year"]), row["category_name"])) + return categories_by_set, categories_year_rows + + +def enrich_categories_with_sets(rows: Iterable[dict], sets_lookup: Dict[str, dict]) -> List[dict]: + """Ajoute les métadonnées de set aux agrégats par catégorie.""" + enriched: List[dict] = [] + for row in rows: + set_row = sets_lookup[row["set_num"]] + enriched.append( + { + "set_num": row["set_num"], + "set_id": set_row["set_id"], + "name": set_row["name"], + "year": set_row["year"], + "in_collection": set_row["in_collection"], + "category_id": row["category_id"], + "category_name": row["category_name"], + "quantity_non_spare": row["quantity_non_spare"], + "quantity_minifig": row["quantity_minifig"], + "quantity_non_minifig": row["quantity_non_minifig"], + "share_non_spare": row["share_non_spare"], + "is_structural": "true" if is_ignored_part_category(row["category_id"]) else "false", + } + ) + enriched.sort(key=lambda row: (row["set_num"], row["category_name"])) + return enriched + + +def build_global_totals(rows: Iterable[dict]) -> List[dict]: + """Agrège les quantités par catégorie pour l'ensemble des sets filtrés.""" + totals: Dict[str, dict] = {} + grand_total = 0 + for row in rows: + entry = totals.get(row["category_id"]) + if entry is None: + entry = { + "category_id": row["category_id"], + "category_name": row["category_name"], + "quantity_non_spare": 0, + "is_structural": row["is_structural"], + } + totals[row["category_id"]] = entry + value = int(row["quantity_non_spare"]) + entry["quantity_non_spare"] += value + grand_total += value + global_rows: List[dict] = [] + for entry in totals.values(): + global_rows.append( + { + "category_id": entry["category_id"], + "category_name": entry["category_name"], + "quantity_non_spare": str(entry["quantity_non_spare"]), + "share_non_spare": f"{entry['quantity_non_spare'] / grand_total:.4f}", + "is_structural": entry["is_structural"], + } + ) + global_rows.sort(key=lambda row: (-int(row["quantity_non_spare"]), row["category_name"])) + return global_rows + + +def write_categories_by_set(destination_path: Path, rows: Sequence[dict]) -> None: + """Écrit le CSV par set et par catégorie.""" + ensure_parent_dir(destination_path) + fieldnames = [ + "set_num", + "set_id", + "name", + "year", + "in_collection", + "category_id", + "category_name", + "quantity_non_spare", + "quantity_minifig", + "quantity_non_minifig", + "share_non_spare", + "is_structural", + ] + with destination_path.open("w", newline="") as csv_file: + writer = csv.DictWriter(csv_file, fieldnames=fieldnames) + writer.writeheader() + for row in rows: + writer.writerow(row) + + +def write_categories_by_year(destination_path: Path, rows: Sequence[dict]) -> None: + """Écrit le CSV des parts par catégorie et par année.""" + ensure_parent_dir(destination_path) + fieldnames = ["year", "category_id", "category_name", "quantity_non_spare", "share_non_spare", "is_structural"] + with destination_path.open("w", newline="") as csv_file: + writer = csv.DictWriter(csv_file, fieldnames=fieldnames) + writer.writeheader() + for row in rows: + writer.writerow(row) + + +def write_categories_global(destination_path: Path, rows: Sequence[dict]) -> None: + """Écrit le CSV agrégé globalement.""" + ensure_parent_dir(destination_path) + fieldnames = ["category_id", "category_name", "quantity_non_spare", "share_non_spare", "is_structural"] + with destination_path.open("w", newline="") as csv_file: + writer = csv.DictWriter(csv_file, fieldnames=fieldnames) + writer.writeheader() + for row in rows: + writer.writerow(row) diff --git a/scripts/compute_part_categories.py b/scripts/compute_part_categories.py new file mode 100644 index 0000000..70f1d1a --- /dev/null +++ b/scripts/compute_part_categories.py @@ -0,0 +1,50 @@ +"""Calcule la répartition des pièces par catégories.""" + +from pathlib import Path + +from lib.rebrickable.part_categories import ( + build_category_totals, + build_global_totals, + enrich_categories_with_sets, + load_category_names, + load_parts_catalog, + load_sets_enriched, + write_categories_by_set, + write_categories_by_year, + write_categories_global, +) +from lib.rebrickable.stats import read_rows + + +PARTS_PATH = Path("data/intermediate/parts_filtered.csv") +PARTS_CATALOG_PATH = Path("data/raw/parts.csv") +PART_CATEGORIES_PATH = Path("data/raw/part_categories.csv") +SETS_ENRICHED_PATH = Path("data/intermediate/sets_enriched.csv") +CATEGORIES_BY_SET_PATH = Path("data/intermediate/part_categories_by_set.csv") +CATEGORIES_BY_YEAR_PATH = Path("data/intermediate/part_categories_by_year.csv") +CATEGORIES_GLOBAL_PATH = Path("data/intermediate/part_categories_global.csv") + + +def main() -> None: + """Construit les agrégats par set, par année et globaux.""" + parts_rows = read_rows(PARTS_PATH) + parts_catalog = load_parts_catalog(PARTS_CATALOG_PATH) + category_names = load_category_names(PART_CATEGORIES_PATH) + sets_lookup = load_sets_enriched(SETS_ENRICHED_PATH) + grouped_parts = {} + for row in parts_rows: + set_rows = grouped_parts.get(row["set_num"]) + if set_rows is None: + set_rows = [] + grouped_parts[row["set_num"]] = set_rows + set_rows.append(row) + categories_by_set_raw, categories_by_year = build_category_totals(grouped_parts, parts_catalog, category_names) + categories_by_set = enrich_categories_with_sets(categories_by_set_raw, sets_lookup) + categories_global = build_global_totals(categories_by_set) + write_categories_by_set(CATEGORIES_BY_SET_PATH, categories_by_set) + write_categories_by_year(CATEGORIES_BY_YEAR_PATH, categories_by_year) + write_categories_global(CATEGORIES_GLOBAL_PATH, categories_global) + + +if __name__ == "__main__": + main() diff --git a/scripts/plot_part_categories.py b/scripts/plot_part_categories.py new file mode 100644 index 0000000..9f087a5 --- /dev/null +++ b/scripts/plot_part_categories.py @@ -0,0 +1,27 @@ +"""Trace les graphiques de répartition par catégories de pièces.""" + +from pathlib import Path + +from lib.plots.part_categories import ( + plot_part_categories_heatmap, + plot_structural_share_timeline, + plot_top_part_categories_area, +) + + +CATEGORIES_BY_YEAR_PATH = Path("data/intermediate/part_categories_by_year.csv") +CATEGORIES_GLOBAL_PATH = Path("data/intermediate/part_categories_global.csv") +AREA_DESTINATION = Path("figures/step29/top_part_categories_area.png") +HEATMAP_DESTINATION = Path("figures/step29/part_categories_heatmap.png") +STRUCTURAL_DESTINATION = Path("figures/step29/structural_share_timeline.png") + + +def main() -> None: + """Génère les visuels de répartition par catégorie.""" + plot_top_part_categories_area(CATEGORIES_BY_YEAR_PATH, CATEGORIES_GLOBAL_PATH, AREA_DESTINATION) + plot_part_categories_heatmap(CATEGORIES_BY_YEAR_PATH, HEATMAP_DESTINATION) + plot_structural_share_timeline(CATEGORIES_BY_YEAR_PATH, STRUCTURAL_DESTINATION) + + +if __name__ == "__main__": + main() diff --git a/tests/test_part_categories.py b/tests/test_part_categories.py new file mode 100644 index 0000000..83091ae --- /dev/null +++ b/tests/test_part_categories.py @@ -0,0 +1,126 @@ +"""Tests des agrégats par catégorie de pièce.""" + +import csv +from pathlib import Path + +from lib.rebrickable.part_categories import ( + build_category_totals, + build_global_totals, + enrich_categories_with_sets, + group_rows_by_set, + load_category_names, + load_parts_catalog, +) +from lib.rebrickable.stats import read_rows + + +def write_csv(path: Path, headers: list[str], rows: list[list[str]]) -> None: + """Écrit un CSV simple pour les besoins de tests.""" + with path.open("w", newline="") as csv_file: + writer = csv.writer(csv_file) + writer.writerow(headers) + writer.writerows(rows) + + +def test_build_category_totals_and_enrichment(tmp_path: Path) -> None: + """Calcule les parts par catégorie et marque les catégories structurelles.""" + parts_path = tmp_path / "parts_filtered.csv" + write_csv( + parts_path, + [ + "part_num", + "color_rgb", + "is_translucent", + "set_num", + "set_id", + "year", + "quantity_in_set", + "is_spare", + "is_minifig_part", + ], + [ + ["p1", "aaaaaa", "false", "1000-1", "1000", "2020", "3", "false", "false"], + ["p2", "bbbbbb", "false", "1000-1", "1000", "2020", "2", "false", "true"], + ["p3", "cccccc", "false", "2000-1", "2000", "2021", "4", "false", "false"], + ], + ) + parts_catalog_path = tmp_path / "parts.csv" + write_csv(parts_catalog_path, ["part_num", "name", "part_cat_id"], [["p1", "Brick A", "1"], ["p2", "Head", "99"], ["p3", "Slope", "99"]]) + categories_path = tmp_path / "part_categories.csv" + write_csv(categories_path, ["id", "name"], [["1", "Baseplates"], ["99", "Bricks"]]) + sets_path = tmp_path / "sets_enriched.csv" + write_csv( + sets_path, + ["set_num", "set_id", "name", "year", "in_collection"], + [["1000-1", "1000", "Set A", "2020", "true"], ["2000-1", "2000", "Set B", "2021", "false"]], + ) + + parts_rows = read_rows(parts_path) + grouped = group_rows_by_set(parts_rows) + categories_by_set_raw, categories_by_year = build_category_totals( + grouped, + load_parts_catalog(parts_catalog_path), + load_category_names(categories_path), + ) + enriched = enrich_categories_with_sets(categories_by_set_raw, {row["set_num"]: row for row in read_rows(sets_path)}) + global_rows = build_global_totals(enriched) + + assert categories_by_set_raw == [ + { + "set_num": "1000-1", + "category_id": "1", + "category_name": "Baseplates", + "quantity_non_spare": "3", + "quantity_minifig": "0", + "quantity_non_minifig": "3", + "share_non_spare": "0.6000", + }, + { + "set_num": "1000-1", + "category_id": "99", + "category_name": "Bricks", + "quantity_non_spare": "2", + "quantity_minifig": "2", + "quantity_non_minifig": "0", + "share_non_spare": "0.4000", + }, + { + "set_num": "2000-1", + "category_id": "99", + "category_name": "Bricks", + "quantity_non_spare": "4", + "quantity_minifig": "0", + "quantity_non_minifig": "4", + "share_non_spare": "1.0000", + }, + ] + assert categories_by_year == [ + { + "year": "2020", + "category_id": "1", + "category_name": "Baseplates", + "quantity_non_spare": "3", + "share_non_spare": "0.6000", + "is_structural": "true", + }, + { + "year": "2020", + "category_id": "99", + "category_name": "Bricks", + "quantity_non_spare": "2", + "share_non_spare": "0.4000", + "is_structural": "false", + }, + { + "year": "2021", + "category_id": "99", + "category_name": "Bricks", + "quantity_non_spare": "4", + "share_non_spare": "1.0000", + "is_structural": "false", + }, + ] + assert enriched[0]["is_structural"] == "true" + assert enriched[1]["is_structural"] == "false" + assert global_rows[0]["category_id"] == "99" + assert global_rows[1]["category_id"] == "1" diff --git a/tests/test_part_categories_plot.py b/tests/test_part_categories_plot.py new file mode 100644 index 0000000..665e28a --- /dev/null +++ b/tests/test_part_categories_plot.py @@ -0,0 +1,45 @@ +"""Tests des graphiques de répartition par catégorie.""" + +import matplotlib +from pathlib import Path + +from lib.plots.part_categories import ( + plot_part_categories_heatmap, + plot_structural_share_timeline, + plot_top_part_categories_area, +) + + +matplotlib.use("Agg") + + +def test_plot_part_categories_outputs_images(tmp_path: Path) -> None: + """Génère les trois visuels principaux.""" + by_year = tmp_path / "part_categories_by_year.csv" + by_global = tmp_path / "part_categories_global.csv" + by_year.write_text( + "year,category_id,category_name,quantity_non_spare,share_non_spare,is_structural\n" + "2020,1,Baseplates,5,0.5,true\n" + "2020,2,Bricks,5,0.5,false\n" + "2021,1,Baseplates,2,0.25,true\n" + "2021,2,Bricks,6,0.75,false\n" + ) + by_global.write_text( + "category_id,category_name,quantity_non_spare,share_non_spare,is_structural\n" + "2,Bricks,11,0.6875,false\n" + "1,Baseplates,7,0.4375,true\n" + ) + area_dest = tmp_path / "figures" / "step29" / "top_part_categories_area.png" + heatmap_dest = tmp_path / "figures" / "step29" / "part_categories_heatmap.png" + structural_dest = tmp_path / "figures" / "step29" / "structural_share_timeline.png" + + plot_top_part_categories_area(by_year, by_global, area_dest, top_n=2) + plot_part_categories_heatmap(by_year, heatmap_dest) + plot_structural_share_timeline(by_year, structural_dest) + + assert area_dest.exists() + assert heatmap_dest.exists() + assert structural_dest.exists() + assert area_dest.stat().st_size > 0 + assert heatmap_dest.stat().st_size > 0 + assert structural_dest.stat().st_size > 0