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csv_to_jsonl.py

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+#!/usr/bin/env python3
+"""
+Regenerate JSONL splits from dataset.csv
+Useful if you lost the original JSONL files
+"""
+
+import pandas as pd
+import json
+
+def csv_to_jsonl(csv_path="dataset.csv", output_dir="."):
+    df = pd.read_csv(csv_path)
+
+    # Convert structure
+    records = []
+    for _, row in df.iterrows():
+        record = {
+            "id": row["id"],
+            "translation": {
+                "en": row["english"],
+                "kab": row["kabyle"]
+            },
+            "category": row["category"],
+            "subcategory": row["subcategory"],
+            "domain": "road_traffic",
+            "complexity": row["complexity"],
+            "tokens_en": int(row["tokens_en"]),
+            "tokens_kab": int(row["tokens_kab"])
+        }
+        records.append(record)
+
+    # Stratified split logic (same as original)
+    train, val, test = [], [], []
+
+    for r in records:
+        idx = int(r["id"].split("_")[-1])
+        cat = r["category"]
+
+        # Dangers: 70/15/15
+        if cat == "dangers":
+            if idx % 10 < 7:
+                train.append(r)
+            elif idx % 10 < 8:
+                val.append(r)
+            else:
+                test.append(r)
+        # Prohibitions: 60/20/20
+        elif cat == "prohibitions":
+            if idx % 10 < 6:
+                train.append(r)
+            elif idx % 10 < 8:
+                val.append(r)
+            else:
+                test.append(r)
+        # Obligations: 50/25/25
+        elif cat == "obligations":
+            if idx % 10 < 5:
+                train.append(r)
+            elif idx % 10 < 7:
+                val.append(r)
+            else:
+                test.append(r)
+        # End of restrictions: 40/30/30
+        else:
+            if idx % 10 < 4:
+                train.append(r)
+            elif idx % 10 < 7:
+                val.append(r)
+            else:
+                test.append(r)
+
+    # Save JSONL files
+    for name, data in [("train.jsonl", train), ("validation.jsonl", val), ("test.jsonl", test)]:
+        filepath = f"{output_dir}/{name}"
+        with open(filepath, 'w', encoding='utf-8') as f:
+            for item in data:
+                f.write(json.dumps(item, ensure_ascii=False) + '\n')
+        print(f"✓ {name}: {len(data)} entries")
+
+    return train, val, test
+
+if __name__ == "__main__":
+    print("Regeneration des fichiers JSONL depuis dataset.csv...")
+    csv_to_jsonl()
+    print("\nDone!")

dataset.csv

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+id,english,kabyle,category,subcategory,complexity,tokens_en,tokens_kab
+dangers_000,Permanent hazard,Amihi ameɣlal,dangers,general,simple,2,2
+dangers_001,Temporary hazard,Amihi askudan,dangers,general,simple,2,2
+dangers_002,Give way to vehicles approaching from your right,Eǧǧ abrid i tkeryas i d-iteddun ɣef uyeffus-inek,dangers,direction,simple,8,8
+dangers_003,Right bend,Aɣayan ɣef uyeffus,dangers,direction,simple,2,3
+dangers_004,Left bend,Aɣayan ɣef uzelmaḍ,dangers,direction,simple,2,3
+dangers_005,"Series of bends, first to the right","Amseḍfer n yiɣuyan, amezwaru ɣef uyeffus",dangers,direction,simple,7,6
+dangers_006,"Series of bends, first to the left","Amseḍfer n yiɣuyan, amezwaru ɣef uzelmaḍ",dangers,direction,simple,7,6
+dangers_007,Speed bump,Amruj neɣ taɛrurt,dangers,speed,simple,2,3
+dangers_008,Speed reducer,Aslukkaz,dangers,speed,simple,2,1
+dangers_009,Road narrows on the right,Abrid uqqif seg uyeffus,dangers,direction,simple,5,4
+dangers_010,Road narrows on the left,Abrid uqqif seg uzelmaḍ,dangers,direction,simple,5,4
+dangers_011,Road narrows,Abrid uqqif,dangers,general,simple,2,2
+dangers_012,Slippery road,Abrid yettecgen aṭas,dangers,general,simple,2,3
+dangers_013,Movable bridge,Asaka aziraz,dangers,general,simple,2,2
+dangers_014,Manually operated barriers,Tilist ileḥḥun s ufus,dangers,general,simple,3,4
+dangers_015,Level crossing without barrier or half-barrier,Amyager d ubrid n tmacint war tilist,dangers,general,simple,6,7
+dangers_016,Tramway crossing,Tazegrawt n yiberdan n tmacinin,dangers,priority,simple,2,5
+dangers_017,Public transport lane crossing,Tazegrawt n yiberdan n umesni amazday,dangers,general,simple,4,6
+dangers_018,Area frequented by children,Adeg zgan deg-s warrac,dangers,general,simple,4,4
+dangers_019,Pedestrian crossing,Azrug i yimesḍarren,dangers,general,simple,2,3
+dangers_020,Domestic animals crossing,Aɛeddi n yiɣersiwen n uxxam,dangers,general,simple,3,5
+dangers_021,Wild animals crossing,Aɛeddi n yiɣersiwen n lexla,dangers,general,simple,3,5
+dangers_022,Horse riders crossing,Aɛeddi n yimnayen,dangers,general,simple,3,3
+dangers_023,Dangerous descent,Akessar amihaw,dangers,general,simple,2,2
+dangers_024,Traffic lights ahead,Tullɣa n teftilin sut kraḍ n yiniten,dangers,general,simple,3,7
+dangers_025,Two-way traffic,Asikel deg sin n yinamuden,dangers,priority,simple,2,5
+dangers_026,Falling rocks,Alulaɣ n uɣelluy n yiḍɣaɣen,dangers,general,simple,2,5
+dangers_027,Ends at quay or river bank,Tuffɣa ɣer wagnenna neɣ ɣer tama n wasif,dangers,general,simple,6,8
+dangers_028,Cyclists entering from right or left,Tuffɣa n yimsinzayen seg uyeffus neɣ seg uzelmaḍ,dangers,direction,simple,6,8
+dangers_029,Low-flying aircraft,Tazegrawt n wannar n umihi n yigenni,dangers,general,simple,2,7
+dangers_030,Risk of strong crosswinds,Alulaɣ n ubeḥri imidis yeqwan,dangers,general,simple,4,5
+dangers_031,Priority intersection,Amyager anda telliḍ d azwaray,dangers,priority,simple,2,5
+dangers_032,Roundabout with priority to traffic on the ring,"Amyager n kuẓẓ n yiberdan s unamud itezzin, tazwarayt i yimseqdacen ileḥḥun ɣef twinest",dangers,priority,simple,8,14
+dangers_033,Give way at intersection,Eǧǧ abrid ɣer umyager,dangers,priority,simple,4,4
+dangers_034,Give way at intersection in 150m,Eǧǧ abrid ɣer umyager n yiberdan deg 150 lm,dangers,priority,simple,6,9
+dangers_035,Stop at intersection in 150 m,Ibeddi ɣer umyager n yiberdan deg 150 lm,dangers,parking,simple,6,8
+dangers_036,Priority road,Abrid azwaray,dangers,priority,simple,2,2
+dangers_037,End of priority road,Taggara n ubrid azwaray,dangers,priority,simple,4,4
+dangers_038,Stop at intersection,Ibeddi ɣer umyager n yiberdan,dangers,parking,simple,3,5
+prohibitions_039,No entry,Anamud yegdel,prohibitions,access,simple,2,2
+prohibitions_040,No vehicles in both directions,Asikel yegdel i tkeryas merra deg sin n yinamuden,prohibitions,direction,simple,5,9
+prohibitions_041,No left turn at next intersection,Tagdelt n tuzzya ɣer uzelmaḍ deg umyager i d-iteddun,prohibitions,direction,simple,6,9
+prohibitions_042,No right turn at next intersection,Tagdelt n tuzzya ɣer uyeffus deg umyager i d-iteddun,prohibitions,direction,simple,6,9
+prohibitions_043,No U-turn,Tagdelt n tuzzya ɣer deffir,prohibitions,direction,simple,2,5
+prohibitions_044,No overtaking motor vehicles except two-wheelers,Tagdelt n tfuli n tkeryas s umsedday ala tid s snat n rrwadi,prohibitions,general,simple,6,13
+prohibitions_045,No overtaking for goods vehicles > 3.5t,"Tagdelt n tfuli i yimesniyen n yilzazen n ugar n 3,5 t",prohibitions,general,simple,7,12
+prohibitions_046,Mandatory stop at customs,Ibeddi amaran ɣer teɣsert n temsezgert,prohibitions,parking,simple,4,6
+prohibitions_047,Mandatory stop at gendarmerie checkpoint,Ibeddi amaran ɣer wuggug n yiǧadarmiyen,prohibitions,parking,simple,5,6
+prohibitions_048,Mandatory stop at police checkpoint,Ibeddi amaran ɣer wuggug n temsulta,prohibitions,parking,simple,5,6
+prohibitions_049,No parking,Aseɣser yegdel,prohibitions,parking,simple,2,2
+prohibitions_050,No parking on sign side from 1st to 15th of month,Aseɣser yegdel deg tama n ugalis seg 1u ar 15 n wayyur,prohibitions,parking,complex,11,12
+prohibitions_051,No parking on sign side from 16th to end of month,Aseɣser yegdel deg tama n ugalis seg 16 ar taggara n wayyur,prohibitions,parking,complex,11,12
+prohibitions_052,No stopping and no parking,Ibeddi d useɣser gedlen,prohibitions,parking,simple,5,4
+prohibitions_053,No entry for motor vehicles except mopeds,Addaf yegdel i tkeryas s umsedday ala i tesnasɣalin s umseday,prohibitions,access,simple,7,11
+prohibitions_054,No entry for motor vehicles,Addaf yegdel i tkeryas s umsedday,prohibitions,access,simple,5,6
+prohibitions_055,No entry for goods vehicles,Addaf yegdel i tkeryas i iɛebban ilzazen,prohibitions,access,simple,5,7
+prohibitions_056,No entry for pedestrians,Addaf yegdel i yimesḍarren,prohibitions,access,simple,4,4
+prohibitions_057,No entry for animal-drawn vehicles,Addaf yegdel i tkeryas s uzuɣer aɣersiwan,prohibitions,access,simple,5,7
+prohibitions_058,No entry for motorized farm vehicles,Addaf yegdel i tkeryas tigyakanin s umsedday,prohibitions,access,simple,6,7
+prohibitions_059,No entry for handcarts,Addaf yegdel i tkeryas yettwazuɣren s yifassen,prohibitions,access,simple,4,7
+prohibitions_060,No entry for public transport vehicles,Addaf yegdel i tkeryas n umesni amazday,prohibitions,access,simple,6,7
+prohibitions_061,No entry for vehicles towing caravan or trailer over 250kg,Addaf yegdel i tkeryas yezuɣuren taɣlamt neɣ azuɣir,prohibitions,access,complex,10,8
+prohibitions_062,No entry for vehicles transporting explosive or highly flammable goods,Addaf yegdel i tkeryas n umesni n yilzazen ifexsayen neɣ ireqqen s tefses,prohibitions,access,complex,10,13
+prohibitions_063,No entry for vehicles carrying water-polluting goods,Addaf yegdel i tkeryas iɛebban ilzazen yesluɣuyen aman,prohibitions,access,simple,7,8
+prohibitions_064,No entry for vehicles carrying dangerous goods,Addaf yegdel i tkeryas iɛebban ilzazen imihawen,prohibitions,access,simple,7,7
+prohibitions_065,Horns prohibited,Timula timsiwlin gedlent,prohibitions,general,simple,2,3
+prohibitions_066,Vehicles over 2t per axle prohibited,Yegdel i tkeryas n wugar n 2t ɣef yiwen n wagum,prohibitions,general,simple,6,11
+prohibitions_067,Vehicles over 5.5t prohibited,"Yegdel i tkeryas n wugar n 5,5 t",prohibitions,general,simple,4,8
+prohibitions_068,No entry for vehicles exceeding indicated width (load included),"Addaf yegdel i tkeryas s tehri, azdam yedda, yugaren tasekta i d-yettwamlen",prohibitions,access,complex,9,12
+prohibitions_069,No entry for vehicles exceeding indicated height (load included),"Addaf yegdel i tkeryas s tiddi, azdam yedda, yugaren tasekta i d-yettwamlen",prohibitions,access,complex,9,12
+prohibitions_070,No entry for vehicles exceeding indicated length (load included),"Addaf yegdel i tkeryas s teɣzi, azdam yedda, yugaren tasekta i d-yettwamlen",prohibitions,access,complex,9,12
+prohibitions_071,Speed limit,Aɛekkel n urured,prohibitions,speed,simple,2,3
+prohibitions_072,Give way to oncoming traffic,Eǧǧ abrid i usikel i k-d-iqublen,prohibitions,priority,simple,5,6
+prohibitions_073,No driving without maintaining indicated distance,Tagdelt n usikel war aqader n uzilal i d-yettwamlen,prohibitions,general,simple,6,9
+obligations_074,Turn left before the sign compulsory,Tamara n tuzzya ɣer uzelmaḍ uqbel agalis,obligations,direction,simple,6,7
+obligations_075,Turn right before the sign compulsory,Tamara n tuzzya ɣer uyeffus uqbel agalis,obligations,direction,simple,6,7
+obligations_076,Pass obstacle on right compulsory,Aḥewwec amaran n wunjug ɣef uyeffus,obligations,direction,simple,5,6
+obligations_077,Pass obstacle on left compulsory,Aḥewwec amaran n wunjug ɣef uzelmaḍ,obligations,direction,simple,5,6
+obligations_078,Mandatory direction at next intersection: straight ahead,Tanila tamarant ɣer umyager i d-iteddun : qbala,obligations,direction,simple,7,8
+obligations_079,Mandatory direction at next intersection: right,Tanila tamarant ɣer umyager i d-iteddun : ɣer uyeffus,obligations,direction,simple,6,9
+obligations_080,Mandatory direction at next intersection: left,Tanila tamarant ɣer umyager i d-iteddun : ɣer uzelmaḍ,obligations,direction,simple,6,9
+obligations_081,Mandatory direction: straight or left,Tanila tamarant ɣer umyager i d-iteddun : qbala neɣ ɣer uzelmaḍ,obligations,direction,simple,5,11
+obligations_082,Mandatory direction: straight or right,Tanila tamarant ɣer umyager i d-iteddun : qbala neɣ ɣer uyeffus,obligations,direction,simple,5,11
+obligations_083,Mandatory direction: left or right,Tanila tamarant ɣer umyager i d-iteddun : ɣer uzelmaḍ neɣ ɣer uyeffus,obligations,direction,simple,5,12
+obligations_084,Pedestrian zone entry,Anekcum n wannar amesḍaran,obligations,access,simple,3,4
+obligations_085,Compulsory path for horse riders,Aɣaras amaran i yimnayen,obligations,general,simple,5,4
+obligations_086,Mandatory minimum speed,Arurad adday amaran,obligations,speed,simple,3,3
+obligations_087,Snow chains compulsory on at least 2 driving wheels,Izraren n wadfel imaranen ɣef xersum snat n rrwadi timussuyin,obligations,general,complex,9,10
+obligations_088,Lane reserved for regular public transport vehicles,Aɣaras yerzan kan tikeryas n yimeẓla iluganen n umesni amazday,obligations,general,simple,7,10
+obligations_089,Obligation of nature indicated on sign,Tamara n wayen i d-yettwamlen ɣef ugalis,obligations,general,simple,6,7
+end_of_restrictions_090,End of all previously indicated prohibitions,Taggara n merra tigedlin i d-yettwafken uqbel i tkeryas yettembiwilen,end_of_restrictions,general,simple,6,10
+end_of_restrictions_091,End of speed limit,Taggara n uɛekkel n urured,end_of_restrictions,speed,simple,4,5
+end_of_restrictions_092,End of no overtaking,Taggara n tegdelt n tfuli,end_of_restrictions,general,simple,4,5
+end_of_restrictions_093,End of overtaking prohibition for goods vehicles > 3.5t,"Taggara n tegdelt n tfuli i tkeryas n umesni n yilzazen n wugar n 3,5 t",end_of_restrictions,general,complex,9,15
+end_of_restrictions_094,End of horn prohibition,Taggara n tegdelt n usemres n yimcaliyen imsiwlen,end_of_restrictions,general,simple,4,8
+end_of_restrictions_095,End of prohibition indicated on sign,Taggara n tegdelt i d-yettwamlen ɣef ugalis,end_of_restrictions,general,simple,6,7
+end_of_restrictions_096,End of pedestrian zone,Tuffɣa n wannar amesḍaran,end_of_restrictions,general,simple,4,4
+end_of_restrictions_097,End of compulsory path for horse riders,Taggara n uɣaras amaran i yimnayen,end_of_restrictions,general,simple,7,6
+end_of_restrictions_098,End of mandatory minimum speed,Taggara n urured adday amaran,end_of_restrictions,speed,simple,5,5
+end_of_restrictions_099,End of snow chains obligation,Taggara n tmara n useqdec n yizraren n wadfel,end_of_restrictions,general,simple,5,9
+end_of_restrictions_100,End of reserved lane for public transport,Taggara n uɣaras yerzan kan tikeryas n yimeẓla iluganen n umesni amazday,end_of_restrictions,general,simple,7,12
+end_of_restrictions_101,End of compulsory lights,Taggara n tmara n ucɛal n teftilin,end_of_restrictions,general,simple,4,7

load_from_csv.py

@@ -0,0 +1,99 @@
+#!/usr/bin/env python3
+"""
+Kabyle-English Road Traffic Code Dataset - CSV Loader
+Loads from dataset.csv and converts to HuggingFace format
+"""
+
+import pandas as pd
+from datasets import load_dataset, Dataset, DatasetDict
+
+def load_from_csv(csv_path="dataset.csv"):
+    """Load dataset from CSV and convert to HuggingFace format"""
+    df = pd.read_csv(csv_path)
+
+    # Convert to list of dicts with proper structure
+    records = []
+    for _, row in df.iterrows():
+        record = {
+            "id": row["id"],
+            "translation": {
+                "en": row["english"],
+                "kab": row["kabyle"]
+            },
+            "category": row["category"],
+            "subcategory": row["subcategory"],
+            "domain": "road_traffic",
+            "complexity": row["complexity"],
+            "tokens_en": int(row["tokens_en"]),
+            "tokens_kab": int(row["tokens_kab"])
+        }
+        records.append(record)
+
+    return records
+
+def create_splits(csv_path="dataset.csv"):
+    """Create train/validation/test splits from CSV"""
+    records = load_from_csv(csv_path)
+
+    # Split based on ID suffix (matching original stratified split)
+    train_ids, val_ids, test_ids = [], [], []
+
+    for r in records:
+        idx = int(r["id"].split("_")[-1])
+        cat = r["category"]
+
+        # Reproduce stratified split logic
+        if cat == "dangers":
+            if idx % 10 < 7:
+                train_ids.append(r)
+            elif idx % 10 < 8:
+                val_ids.append(r)
+            else:
+                test_ids.append(r)
+        elif cat == "prohibitions":
+            if idx % 10 < 6:
+                train_ids.append(r)
+            elif idx % 10 < 8:
+                val_ids.append(r)
+            else:
+                test_ids.append(r)
+        elif cat == "obligations":
+            if idx % 10 < 5:
+                train_ids.append(r)
+            elif idx % 10 < 7:
+                val_ids.append(r)
+            else:
+                test_ids.append(r)
+        else:  # end_of_restrictions
+            if idx % 10 < 4:
+                train_ids.append(r)
+            elif idx % 10 < 7:
+                val_ids.append(r)
+            else:
+                test_ids.append(r)
+
+    return {
+        "train": Dataset.from_list(train_ids),
+        "validation": Dataset.from_list(val_ids),
+        "test": Dataset.from_list(test_ids)
+    }
+
+def load_dataset_from_csv(csv_path="dataset.csv"):
+    """Main function - returns DatasetDict"""
+    splits = create_splits(csv_path)
+    return DatasetDict(splits)
+
+if __name__ == "__main__":
+    print("Chargement depuis dataset.csv...")
+    dataset = load_dataset_from_csv()
+
+    print(f"\nTrain: {len(dataset['train'])} examples")
+    print(f"Validation: {len(dataset['validation'])} examples")
+    print(f"Test: {len(dataset['test'])} examples")
+
+    print("\n--- Exemple ---")
+    ex = dataset['train'][0]
+    print(f"ID: {ex['id']}")
+    print(f"EN: {ex['translation']['en']}")
+    print(f"KAB: {ex['translation']['kab']}")
+    print(f"Category: {ex['category']}")

test.jsonl

@@ -0,0 +1,23 @@
+{"id": "dangers_008", "translation": {"en": "Speed reducer", "kab": "Aslukkaz"}, "category": "dangers", "subcategory": "speed", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 1}
+{"id": "dangers_009", "translation": {"en": "Road narrows on the right", "kab": "Abrid uqqif seg uyeffus"}, "category": "dangers", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 4}
+{"id": "dangers_018", "translation": {"en": "Area frequented by children", "kab": "Adeg zgan deg-s warrac"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 4}
+{"id": "dangers_019", "translation": {"en": "Pedestrian crossing", "kab": "Azrug i yimesḍarren"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 3}
+{"id": "dangers_028", "translation": {"en": "Cyclists entering from right or left", "kab": "Tuffɣa n yimsinzayen seg uyeffus neɣ seg uzelmaḍ"}, "category": "dangers", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 8}
+{"id": "dangers_029", "translation": {"en": "Low-flying aircraft", "kab": "Tazegrawt n wannar n umihi n yigenni"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 7}
+{"id": "dangers_038", "translation": {"en": "Stop at intersection", "kab": "Ibeddi ɣer umyager n yiberdan"}, "category": "dangers", "subcategory": "parking", "domain": "road_traffic", "complexity": "simple", "tokens_en": 3, "tokens_kab": 5}
+{"id": "prohibitions_039", "translation": {"en": "No entry", "kab": "Anamud yegdel"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 2}
+{"id": "prohibitions_048", "translation": {"en": "Mandatory stop at police checkpoint", "kab": "Ibeddi amaran ɣer wuggug n temsulta"}, "category": "prohibitions", "subcategory": "parking", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 6}
+{"id": "prohibitions_049", "translation": {"en": "No parking", "kab": "Aseɣser yegdel"}, "category": "prohibitions", "subcategory": "parking", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 2}
+{"id": "prohibitions_058", "translation": {"en": "No entry for motorized farm vehicles", "kab": "Addaf yegdel i tkeryas tigyakanin s umsedday"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 7}
+{"id": "prohibitions_059", "translation": {"en": "No entry for handcarts", "kab": "Addaf yegdel i tkeryas yettwazuɣren s yifassen"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 7}
+{"id": "prohibitions_068", "translation": {"en": "No entry for vehicles exceeding indicated width (load included)", "kab": "Addaf yegdel i tkeryas s tehri, azdam yedda, yugaren tasekta i d-yettwamlen"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "complex", "tokens_en": 9, "tokens_kab": 12}
+{"id": "prohibitions_069", "translation": {"en": "No entry for vehicles exceeding indicated height (load included)", "kab": "Addaf yegdel i tkeryas s tiddi, azdam yedda, yugaren tasekta i d-yettwamlen"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "complex", "tokens_en": 9, "tokens_kab": 12}
+{"id": "obligations_077", "translation": {"en": "Pass obstacle on left compulsory", "kab": "Aḥewwec amaran n wunjug ɣef uzelmaḍ"}, "category": "obligations", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 6}
+{"id": "obligations_078", "translation": {"en": "Mandatory direction at next intersection: straight ahead", "kab": "Tanila tamarant ɣer umyager i d-iteddun : qbala"}, "category": "obligations", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 7, "tokens_kab": 8}
+{"id": "obligations_079", "translation": {"en": "Mandatory direction at next intersection: right", "kab": "Tanila tamarant ɣer umyager i d-iteddun : ɣer uyeffus"}, "category": "obligations", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 9}
+{"id": "obligations_087", "translation": {"en": "Snow chains compulsory on at least 2 driving wheels", "kab": "Izraren n wadfel imaranen ɣef xersum snat n rrwadi timussuyin"}, "category": "obligations", "subcategory": "general", "domain": "road_traffic", "complexity": "complex", "tokens_en": 9, "tokens_kab": 10}
+{"id": "obligations_088", "translation": {"en": "Lane reserved for regular public transport vehicles", "kab": "Aɣaras yerzan kan tikeryas n yimeẓla iluganen n umesni amazday"}, "category": "obligations", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 7, "tokens_kab": 10}
+{"id": "obligations_089", "translation": {"en": "Obligation of nature indicated on sign", "kab": "Tamara n wayen i d-yettwamlen ɣef ugalis"}, "category": "obligations", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 7}
+{"id": "end_of_restrictions_097", "translation": {"en": "End of compulsory path for horse riders", "kab": "Taggara n uɣaras amaran i yimnayen"}, "category": "end_of_restrictions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 7, "tokens_kab": 6}
+{"id": "end_of_restrictions_098", "translation": {"en": "End of mandatory minimum speed", "kab": "Taggara n urured adday amaran"}, "category": "end_of_restrictions", "subcategory": "speed", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 5}
+{"id": "end_of_restrictions_099", "translation": {"en": "End of snow chains obligation", "kab": "Taggara n tmara n useqdec n yizraren n wadfel"}, "category": "end_of_restrictions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 9}

train.jsonl

@@ -0,0 +1,62 @@
+{"id": "dangers_000", "translation": {"en": "Permanent hazard", "kab": "Amihi ameɣlal"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 2}
+{"id": "dangers_001", "translation": {"en": "Temporary hazard", "kab": "Amihi askudan"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 2}
+{"id": "dangers_002", "translation": {"en": "Give way to vehicles approaching from your right", "kab": "Eǧǧ abrid i tkeryas i d-iteddun ɣef uyeffus-inek"}, "category": "dangers", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 8, "tokens_kab": 8}
+{"id": "dangers_003", "translation": {"en": "Right bend", "kab": "Aɣayan ɣef uyeffus"}, "category": "dangers", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 3}
+{"id": "dangers_004", "translation": {"en": "Left bend", "kab": "Aɣayan ɣef uzelmaḍ"}, "category": "dangers", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 3}
+{"id": "dangers_005", "translation": {"en": "Series of bends, first to the right", "kab": "Amseḍfer n yiɣuyan, amezwaru ɣef uyeffus"}, "category": "dangers", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 7, "tokens_kab": 6}
+{"id": "dangers_006", "translation": {"en": "Series of bends, first to the left", "kab": "Amseḍfer n yiɣuyan, amezwaru ɣef uzelmaḍ"}, "category": "dangers", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 7, "tokens_kab": 6}
+{"id": "dangers_010", "translation": {"en": "Road narrows on the left", "kab": "Abrid uqqif seg uzelmaḍ"}, "category": "dangers", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 4}
+{"id": "dangers_011", "translation": {"en": "Road narrows", "kab": "Abrid uqqif"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 2}
+{"id": "dangers_012", "translation": {"en": "Slippery road", "kab": "Abrid yettecgen aṭas"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 3}
+{"id": "dangers_013", "translation": {"en": "Movable bridge", "kab": "Asaka aziraz"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 2}
+{"id": "dangers_014", "translation": {"en": "Manually operated barriers", "kab": "Tilist ileḥḥun s ufus"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 3, "tokens_kab": 4}
+{"id": "dangers_015", "translation": {"en": "Level crossing without barrier or half-barrier", "kab": "Amyager d ubrid n tmacint war tilist"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 7}
+{"id": "dangers_016", "translation": {"en": "Tramway crossing", "kab": "Tazegrawt n yiberdan n tmacinin"}, "category": "dangers", "subcategory": "priority", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 5}
+{"id": "dangers_020", "translation": {"en": "Domestic animals crossing", "kab": "Aɛeddi n yiɣersiwen n uxxam"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 3, "tokens_kab": 5}
+{"id": "dangers_021", "translation": {"en": "Wild animals crossing", "kab": "Aɛeddi n yiɣersiwen n lexla"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 3, "tokens_kab": 5}
+{"id": "dangers_022", "translation": {"en": "Horse riders crossing", "kab": "Aɛeddi n yimnayen"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 3, "tokens_kab": 3}
+{"id": "dangers_023", "translation": {"en": "Dangerous descent", "kab": "Akessar amihaw"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 2}
+{"id": "dangers_024", "translation": {"en": "Traffic lights ahead", "kab": "Tullɣa n teftilin sut kraḍ n yiniten"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 3, "tokens_kab": 7}
+{"id": "dangers_025", "translation": {"en": "Two-way traffic", "kab": "Asikel deg sin n yinamuden"}, "category": "dangers", "subcategory": "priority", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 5}
+{"id": "dangers_026", "translation": {"en": "Falling rocks", "kab": "Alulaɣ n uɣelluy n yiḍɣaɣen"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 5}
+{"id": "dangers_030", "translation": {"en": "Risk of strong crosswinds", "kab": "Alulaɣ n ubeḥri imidis yeqwan"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 5}
+{"id": "dangers_031", "translation": {"en": "Priority intersection", "kab": "Amyager anda telliḍ d azwaray"}, "category": "dangers", "subcategory": "priority", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 5}
+{"id": "dangers_032", "translation": {"en": "Roundabout with priority to traffic on the ring", "kab": "Amyager n kuẓẓ n yiberdan s unamud itezzin, tazwarayt i yimseqdacen ileḥḥun ɣef twinest"}, "category": "dangers", "subcategory": "priority", "domain": "road_traffic", "complexity": "simple", "tokens_en": 8, "tokens_kab": 14}
+{"id": "dangers_033", "translation": {"en": "Give way at intersection", "kab": "Eǧǧ abrid ɣer umyager"}, "category": "dangers", "subcategory": "priority", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 4}
+{"id": "dangers_034", "translation": {"en": "Give way at intersection in 150m", "kab": "Eǧǧ abrid ɣer umyager n yiberdan deg 150 lm"}, "category": "dangers", "subcategory": "priority", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 9}
+{"id": "dangers_035", "translation": {"en": "Stop at intersection in 150 m", "kab": "Ibeddi ɣer umyager n yiberdan deg 150 lm"}, "category": "dangers", "subcategory": "parking", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 8}
+{"id": "dangers_036", "translation": {"en": "Priority road", "kab": "Abrid azwaray"}, "category": "dangers", "subcategory": "priority", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 2}
+{"id": "prohibitions_040", "translation": {"en": "No vehicles in both directions", "kab": "Asikel yegdel i tkeryas merra deg sin n yinamuden"}, "category": "prohibitions", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 9}
+{"id": "prohibitions_041", "translation": {"en": "No left turn at next intersection", "kab": "Tagdelt n tuzzya ɣer uzelmaḍ deg umyager i d-iteddun"}, "category": "prohibitions", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 9}
+{"id": "prohibitions_042", "translation": {"en": "No right turn at next intersection", "kab": "Tagdelt n tuzzya ɣer uyeffus deg umyager i d-iteddun"}, "category": "prohibitions", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 9}
+{"id": "prohibitions_043", "translation": {"en": "No U-turn", "kab": "Tagdelt n tuzzya ɣer deffir"}, "category": "prohibitions", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 5}
+{"id": "prohibitions_044", "translation": {"en": "No overtaking motor vehicles except two-wheelers", "kab": "Tagdelt n tfuli n tkeryas s umsedday ala tid s snat n rrwadi"}, "category": "prohibitions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 13}
+{"id": "prohibitions_045", "translation": {"en": "No overtaking for goods vehicles > 3.5t", "kab": "Tagdelt n tfuli i yimesniyen n yilzazen n ugar n 3,5 t"}, "category": "prohibitions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 7, "tokens_kab": 12}
+{"id": "prohibitions_050", "translation": {"en": "No parking on sign side from 1st to 15th of month", "kab": "Aseɣser yegdel deg tama n ugalis seg 1u ar 15 n wayyur"}, "category": "prohibitions", "subcategory": "parking", "domain": "road_traffic", "complexity": "complex", "tokens_en": 11, "tokens_kab": 12}
+{"id": "prohibitions_051", "translation": {"en": "No parking on sign side from 16th to end of month", "kab": "Aseɣser yegdel deg tama n ugalis seg 16 ar taggara n wayyur"}, "category": "prohibitions", "subcategory": "parking", "domain": "road_traffic", "complexity": "complex", "tokens_en": 11, "tokens_kab": 12}
+{"id": "prohibitions_052", "translation": {"en": "No stopping and no parking", "kab": "Ibeddi d useɣser gedlen"}, "category": "prohibitions", "subcategory": "parking", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 4}
+{"id": "prohibitions_053", "translation": {"en": "No entry for motor vehicles except mopeds", "kab": "Addaf yegdel i tkeryas s umsedday ala i tesnasɣalin s umseday"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 7, "tokens_kab": 11}
+{"id": "prohibitions_054", "translation": {"en": "No entry for motor vehicles", "kab": "Addaf yegdel i tkeryas s umsedday"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 6}
+{"id": "prohibitions_055", "translation": {"en": "No entry for goods vehicles", "kab": "Addaf yegdel i tkeryas i iɛebban ilzazen"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 7}
+{"id": "prohibitions_060", "translation": {"en": "No entry for public transport vehicles", "kab": "Addaf yegdel i tkeryas n umesni amazday"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 7}
+{"id": "prohibitions_061", "translation": {"en": "No entry for vehicles towing caravan or trailer over 250kg", "kab": "Addaf yegdel i tkeryas yezuɣuren taɣlamt neɣ azuɣir"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "complex", "tokens_en": 10, "tokens_kab": 8}
+{"id": "prohibitions_062", "translation": {"en": "No entry for vehicles transporting explosive or highly flammable goods", "kab": "Addaf yegdel i tkeryas n umesni n yilzazen ifexsayen neɣ ireqqen s tefses"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "complex", "tokens_en": 10, "tokens_kab": 13}
+{"id": "prohibitions_063", "translation": {"en": "No entry for vehicles carrying water-polluting goods", "kab": "Addaf yegdel i tkeryas iɛebban ilzazen yesluɣuyen aman"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 7, "tokens_kab": 8}
+{"id": "prohibitions_064", "translation": {"en": "No entry for vehicles carrying dangerous goods", "kab": "Addaf yegdel i tkeryas iɛebban ilzazen imihawen"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 7, "tokens_kab": 7}
+{"id": "prohibitions_065", "translation": {"en": "Horns prohibited", "kab": "Timula timsiwlin gedlent"}, "category": "prohibitions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 3}
+{"id": "prohibitions_070", "translation": {"en": "No entry for vehicles exceeding indicated length (load included)", "kab": "Addaf yegdel i tkeryas s teɣzi, azdam yedda, yugaren tasekta i d-yettwamlen"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "complex", "tokens_en": 9, "tokens_kab": 12}
+{"id": "prohibitions_071", "translation": {"en": "Speed limit", "kab": "Aɛekkel n urured"}, "category": "prohibitions", "subcategory": "speed", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 3}
+{"id": "prohibitions_072", "translation": {"en": "Give way to oncoming traffic", "kab": "Eǧǧ abrid i usikel i k-d-iqublen"}, "category": "prohibitions", "subcategory": "priority", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 6}
+{"id": "prohibitions_073", "translation": {"en": "No driving without maintaining indicated distance", "kab": "Tagdelt n usikel war aqader n uzilal i d-yettwamlen"}, "category": "prohibitions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 9}
+{"id": "obligations_074", "translation": {"en": "Turn left before the sign compulsory", "kab": "Tamara n tuzzya ɣer uzelmaḍ uqbel agalis"}, "category": "obligations", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 7}
+{"id": "obligations_080", "translation": {"en": "Mandatory direction at next intersection: left", "kab": "Tanila tamarant ɣer umyager i d-iteddun : ɣer uzelmaḍ"}, "category": "obligations", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 9}
+{"id": "obligations_081", "translation": {"en": "Mandatory direction: straight or left", "kab": "Tanila tamarant ɣer umyager i d-iteddun : qbala neɣ ɣer uzelmaḍ"}, "category": "obligations", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 11}
+{"id": "obligations_082", "translation": {"en": "Mandatory direction: straight or right", "kab": "Tanila tamarant ɣer umyager i d-iteddun : qbala neɣ ɣer uyeffus"}, "category": "obligations", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 11}
+{"id": "obligations_083", "translation": {"en": "Mandatory direction: left or right", "kab": "Tanila tamarant ɣer umyager i d-iteddun : ɣer uzelmaḍ neɣ ɣer uyeffus"}, "category": "obligations", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 12}
+{"id": "obligations_084", "translation": {"en": "Pedestrian zone entry", "kab": "Anekcum n wannar amesḍaran"}, "category": "obligations", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 3, "tokens_kab": 4}
+{"id": "end_of_restrictions_090", "translation": {"en": "End of all previously indicated prohibitions", "kab": "Taggara n merra tigedlin i d-yettwafken uqbel i tkeryas yettembiwilen"}, "category": "end_of_restrictions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 10}
+{"id": "end_of_restrictions_091", "translation": {"en": "End of speed limit", "kab": "Taggara n uɛekkel n urured"}, "category": "end_of_restrictions", "subcategory": "speed", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 5}
+{"id": "end_of_restrictions_092", "translation": {"en": "End of no overtaking", "kab": "Taggara n tegdelt n tfuli"}, "category": "end_of_restrictions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 5}
+{"id": "end_of_restrictions_093", "translation": {"en": "End of overtaking prohibition for goods vehicles > 3.5t", "kab": "Taggara n tegdelt n tfuli i tkeryas n umesni n yilzazen n wugar n 3,5 t"}, "category": "end_of_restrictions", "subcategory": "general", "domain": "road_traffic", "complexity": "complex", "tokens_en": 9, "tokens_kab": 15}
+{"id": "end_of_restrictions_100", "translation": {"en": "End of reserved lane for public transport", "kab": "Taggara n uɣaras yerzan kan tikeryas n yimeẓla iluganen n umesni amazday"}, "category": "end_of_restrictions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 7, "tokens_kab": 12}
+{"id": "end_of_restrictions_101", "translation": {"en": "End of compulsory lights", "kab": "Taggara n tmara n ucɛal n teftilin"}, "category": "end_of_restrictions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 7}

validation.jsonl

@@ -0,0 +1,17 @@
+{"id": "dangers_007", "translation": {"en": "Speed bump", "kab": "Amruj neɣ taɛrurt"}, "category": "dangers", "subcategory": "speed", "domain": "road_traffic", "complexity": "simple", "tokens_en": 2, "tokens_kab": 3}
+{"id": "dangers_017", "translation": {"en": "Public transport lane crossing", "kab": "Tazegrawt n yiberdan n umesni amazday"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 6}
+{"id": "dangers_027", "translation": {"en": "Ends at quay or river bank", "kab": "Tuffɣa ɣer wagnenna neɣ ɣer tama n wasif"}, "category": "dangers", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 8}
+{"id": "dangers_037", "translation": {"en": "End of priority road", "kab": "Taggara n ubrid azwaray"}, "category": "dangers", "subcategory": "priority", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 4}
+{"id": "prohibitions_046", "translation": {"en": "Mandatory stop at customs", "kab": "Ibeddi amaran ɣer teɣsert n temsezgert"}, "category": "prohibitions", "subcategory": "parking", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 6}
+{"id": "prohibitions_047", "translation": {"en": "Mandatory stop at gendarmerie checkpoint", "kab": "Ibeddi amaran ɣer wuggug n yiǧadarmiyen"}, "category": "prohibitions", "subcategory": "parking", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 6}
+{"id": "prohibitions_056", "translation": {"en": "No entry for pedestrians", "kab": "Addaf yegdel i yimesḍarren"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 4}
+{"id": "prohibitions_057", "translation": {"en": "No entry for animal-drawn vehicles", "kab": "Addaf yegdel i tkeryas s uzuɣer aɣersiwan"}, "category": "prohibitions", "subcategory": "access", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 7}
+{"id": "prohibitions_066", "translation": {"en": "Vehicles over 2t per axle prohibited", "kab": "Yegdel i tkeryas n wugar n 2t ɣef yiwen n wagum"}, "category": "prohibitions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 11}
+{"id": "prohibitions_067", "translation": {"en": "Vehicles over 5.5t prohibited", "kab": "Yegdel i tkeryas n wugar n 5,5 t"}, "category": "prohibitions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 8}
+{"id": "obligations_075", "translation": {"en": "Turn right before the sign compulsory", "kab": "Tamara n tuzzya ɣer uyeffus uqbel agalis"}, "category": "obligations", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 7}
+{"id": "obligations_076", "translation": {"en": "Pass obstacle on right compulsory", "kab": "Aḥewwec amaran n wunjug ɣef uyeffus"}, "category": "obligations", "subcategory": "direction", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 6}
+{"id": "obligations_085", "translation": {"en": "Compulsory path for horse riders", "kab": "Aɣaras amaran i yimnayen"}, "category": "obligations", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 5, "tokens_kab": 4}
+{"id": "obligations_086", "translation": {"en": "Mandatory minimum speed", "kab": "Arurad adday amaran"}, "category": "obligations", "subcategory": "speed", "domain": "road_traffic", "complexity": "simple", "tokens_en": 3, "tokens_kab": 3}
+{"id": "end_of_restrictions_094", "translation": {"en": "End of horn prohibition", "kab": "Taggara n tegdelt n usemres n yimcaliyen imsiwlen"}, "category": "end_of_restrictions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 8}
+{"id": "end_of_restrictions_095", "translation": {"en": "End of prohibition indicated on sign", "kab": "Taggara n tegdelt i d-yettwamlen ɣef ugalis"}, "category": "end_of_restrictions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 6, "tokens_kab": 7}
+{"id": "end_of_restrictions_096", "translation": {"en": "End of pedestrian zone", "kab": "Tuffɣa n wannar amesḍaran"}, "category": "end_of_restrictions", "subcategory": "general", "domain": "road_traffic", "complexity": "simple", "tokens_en": 4, "tokens_kab": 4}