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README.md

@@ -0,0 +1,253 @@
+Columns are:
+source_sentence target_sentence laser_score source_sentence_lid target_sentence_lid
+where lid is language classification probability
+
+Here are the sentence counts for each pair:
+1621007	afr-eng
+1172757	afr-som
+497739	amh-eng
+1888196	amh-fra
+566422	amh-nya
+89763	amh-orm
+844829	amh-sna
+491233	amh-som
+52337	amh-ssw
+1013477	amh-swh
+257342	amh-tsn
+231190	amh-tso
+99902	amh-umb
+508311	amh-xho
+399634	amh-yor
+834986	amh-zul
+1372999	eng-fuv
+2309758	eng-hau
+172973	eng-ibo
+1656141	eng-kam
+9732858	eng-kin
+2890688	eng-lin
+3450573	eng-lug
+2767100	eng-luo
+3043677	eng-nso
+1548650	eng-nya
+2793755	eng-orm
+8782707	eng-sna
+576601	eng-som
+165712	eng-ssw
+23358739	eng-swh
+5931529	eng-tsn
+630860	eng-tso
+302901	eng-umb
+95678	eng-wol
+8690985	eng-xho
+1455571	eng-yor
+3862020	eng-zul
+372003	fra-hau
+630593	fra-ibo
+198309	fra-kam
+1289491	fra-kin
+347026	fra-lin
+377017	fra-lug
+295465	fra-luo
+321118	fra-nso
+1170250	fra-nya
+319649	fra-orm
+1256559	fra-som
+119523	fra-ssw
+2607867	fra-swh
+630801	fra-tsn
+440861	fra-tso
+236624	fra-umb
+189659	fra-wol
+1092123	fra-xho
+1760905	fra-zul
+227958	fuv-hau
+89652	fuv-ibo
+13571	fuv-kam
+192596	fuv-kin
+79341	fuv-lug
+50756	fuv-luo
+42429	fuv-nso
+189176	fuv-nya
+67398	fuv-orm
+106809	fuv-sna
+203640	fuv-som
+19283	fuv-ssw
+275428	fuv-swh
+74068	fuv-tsn
+55015	fuv-tso
+27888	fuv-umb
+138286	fuv-xho
+331301	fuv-yor
+150846	fuv-zul
+247694	hau-ibo
+90033	hau-kam
+317291	hau-kin
+169056	hau-lug
+152246	hau-luo
+158432	hau-nso
+1141968	hau-nya
+101928	hau-orm
+780160	hau-sna
+490683	hau-som
+73076	hau-ssw
+893732	hau-swh
+265892	hau-tsn
+213552	hau-tso
+111124	hau-umb
+596312	hau-xho
+762819	hau-yor
+796053	hau-zul
+33966	ibo-kam
+154467	ibo-kin
+91272	ibo-lug
+71387	ibo-luo
+81767	ibo-nso
+486357	ibo-nya
+52249	ibo-orm
+444070	ibo-sna
+337727	ibo-som
+36426	ibo-ssw
+479101	ibo-swh
+131142	ibo-tsn
+99214	ibo-tso
+48163	ibo-umb
+323382	ibo-xho
+378378	ibo-yor
+491925	ibo-zul
+74809	kam-kin
+52158	kam-lug
+39193	kam-luo
+35061	kam-nso
+92704	kam-nya
+33964	kam-orm
+94385	kam-sna
+84297	kam-som
+16222	kam-ssw
+223474	kam-swh
+69242	kam-tsn
+73198	kam-tso
+41157	kam-umb
+80998	kam-xho
+69432	kam-yor
+114922	kam-zul
+188222	kin-lug
+157234	kin-luo
+196675	kin-nso
+389725	kin-nya
+101820	kin-orm
+385576	kin-sna
+258130	kin-som
+85684	kin-ssw
+743661	kin-swh
+268221	kin-tsn
+315691	kin-tso
+122759	kin-umb
+361464	kin-xho
+213902	kin-yor
+492158	kin-zul
+105776	lug-luo
+107569	lug-nso
+183247	lug-nya
+64732	lug-orm
+197359	lug-sna
+131828	lug-som
+51518	lug-ssw
+325122	lug-swh
+175387	lug-tsn
+148662	lug-tso
+75469	lug-umb
+154149	lug-xho
+137179	lug-yor
+194564	lug-zul
+87376	luo-nso
+166259	luo-nya
+48212	luo-orm
+204663	luo-sna
+123244	luo-som
+38356	luo-ssw
+324826	luo-swh
+133960	luo-tsn
+132306	luo-tso
+68896	luo-umb
+143748	luo-xho
+110753	luo-yor
+196325	luo-zul
+154111	nso-nya
+70340	nso-orm
+155175	nso-sna
+130594	nso-som
+74696	nso-ssw
+307206	nso-swh
+234768	nso-tsn
+212052	nso-tso
+63006	nso-umb
+200563	nso-xho
+148906	nso-yor
+230661	nso-zul
+82514	nya-orm
+976015	nya-sna
+516451	nya-som
+76598	nya-ssw
+1078568	nya-swh
+276998	nya-tsn
+350167	nya-tso
+141972	nya-umb
+698857	nya-xho
+512418	nya-yor
+1062461	nya-zul
+91493	orm-sna
+83049	orm-som
+31701	orm-ssw
+178212	orm-swh
+97553	orm-tsn
+78559	orm-tso
+44331	orm-umb
+95505	orm-xho
+73868	orm-yor
+92733	orm-zul
+511185	sna-som
+76168	sna-ssw
+1095473	sna-swh
+287574	sna-tsn
+336898	sna-tso
+152770	sna-umb
+842612	sna-xho
+524739	sna-yor
+1160370	sna-zul
+61247	som-ssw
+604372	som-swh
+179485	som-tsn
+177327	som-tso
+93461	som-umb
+69318	som-wol
+362513	som-xho
+355099	som-yor
+506404	som-zul
+147869	ssw-swh
+85369	ssw-tsn
+101540	ssw-tso
+29533	ssw-umb
+97437	ssw-xho
+66000	ssw-yor
+142991	ssw-zul
+480942	swh-tsn
+553410	swh-tso
+276967	swh-umb
+785796	swh-xho
+559321	swh-yor
+1240423	swh-zul
+285124	tsn-tso
+107024	tsn-umb
+287133	tsn-xho
+194308	tsn-yor
+341119	tsn-zul
+128803	tso-umb
+383556	tso-xho
+168359	tso-yor
+471398	tso-zul
+132264	umb-xho
+81309	umb-yor
+181634	umb-zul
+371261	xho-yor
+1066327	xho-zul
+560858	yor-zul

wmt22_african.py

@@ -29,7 +29,8 @@ _LICENSE = "BSD-License" # TODO
 
 _LANGUAGE_PAIRS = [('afr', 'eng'), ('afr', 'som'), ('amh', 'eng'), ('amh', 'fra'), ('amh', 'nya'), ('amh', 'orm'), ('amh', 'sna'), ('amh', 'som'), ('amh', 'ssw'), ('amh', 'swh'), ('amh', 'tsn'), ('amh', 'tso'), ('amh', 'umb'), ('amh', 'xho'), ('amh', 'yor'), ('amh', 'zul'), ('eng', 'fuv'), ('eng', 'hau'), ('eng', 'ibo'), ('eng', 'kam'), ('eng', 'kin'), ('eng', 'lin'), ('eng', 'lug'), ('eng', 'luo'), ('eng', 'nso'), ('eng', 'nya'), ('eng', 'orm'), ('eng', 'sna'), ('eng', 'som'), ('eng', 'ssw'), ('eng', 'swh'), ('eng', 'tsn'), ('eng', 'tso'), ('eng', 'umb'), ('eng', 'wol'), ('eng', 'xho'), ('eng', 'yor'), ('eng', 'zul'), ('fra', 'hau'), ('fra', 'ibo'), ('fra', 'kam'), ('fra', 'kin'), ('fra', 'lin'), ('fra', 'lug'), ('fra', 'luo'), ('fra', 'nso'), ('fra', 'nya'), ('fra', 'orm'), ('fra', 'som'), ('fra', 'ssw'), ('fra', 'swh'), ('fra', 'tsn'), ('fra', 'tso'), ('fra', 'umb'), ('fra', 'wol'), ('fra', 'xho'), ('fra', 'zul'), ('fuv', 'hau'), ('fuv', 'ibo'), ('fuv', 'kam'), ('fuv', 'kin'), ('fuv', 'lug'), ('fuv', 'luo'), ('fuv', 'nso'), ('fuv', 'nya'), ('fuv', 'orm'), ('fuv', 'sna'), ('fuv', 'som'), ('fuv', 'ssw'), ('fuv', 'swh'), ('fuv', 'tsn'), ('fuv', 'tso'), ('fuv', 'umb'), ('fuv', 'xho'), ('fuv', 'yor'), ('fuv', 'zul'), ('hau', 'ibo'), ('hau', 'kam'), ('hau', 'kin'), ('hau', 'lug'), ('hau', 'luo'), ('hau', 'nso'), ('hau', 'nya'), ('hau', 'orm'), ('hau', 'sna'), ('hau', 'som'), ('hau', 'ssw'), ('hau', 'swh'), ('hau', 'tsn'), ('hau', 'tso'), ('hau', 'umb'), ('hau', 'xho'), ('hau', 'yor'), ('hau', 'zul'), ('ibo', 'kam'), ('ibo', 'kin'), ('ibo', 'lug'), ('ibo', 'luo'), ('ibo', 'nso'), ('ibo', 'nya'), ('ibo', 'orm'), ('ibo', 'sna'), ('ibo', 'som'), ('ibo', 'ssw'), ('ibo', 'swh'), ('ibo', 'tsn'), ('ibo', 'tso'), ('ibo', 'umb'), ('ibo', 'xho'), ('ibo', 'yor'), ('ibo', 'zul'), ('kam', 'kin'), ('kam', 'lug'), ('kam', 'luo'), ('kam', 'nso'), ('kam', 'nya'), ('kam', 'orm'), ('kam', 'sna'), ('kam', 'som'), ('kam', 'ssw'), ('kam', 'swh'), ('kam', 'tsn'), ('kam', 'tso'), ('kam', 'umb'), ('kam', 'xho'), ('kam', 'yor'), ('kam', 'zul'), ('kin', 'lug'), ('kin', 'luo'), ('kin', 'nso'), ('kin', 'nya'), ('kin', 'orm'), ('kin', 'sna'), ('kin', 'som'), ('kin', 'ssw'), ('kin', 'swh'), ('kin', 'tsn'), ('kin', 'tso'), ('kin', 'umb'), ('kin', 'xho'), ('kin', 'yor'), ('kin', 'zul'), ('lug', 'luo'), ('lug', 'nso'), ('lug', 'nya'), ('lug', 'orm'), ('lug', 'sna'), ('lug', 'som'), ('lug', 'ssw'), ('lug', 'swh'), ('lug', 'tsn'), ('lug', 'tso'), ('lug', 'umb'), ('lug', 'xho'), ('lug', 'yor'), ('lug', 'zul'), ('luo', 'nso'), ('luo', 'nya'), ('luo', 'orm'), ('luo', 'sna'), ('luo', 'som'), ('luo', 'ssw'), ('luo', 'swh'), ('luo', 'tsn'), ('luo', 'tso'), ('luo', 'umb'), ('luo', 'xho'), ('luo', 'yor'), ('luo', 'zul'), ('nso', 'nya'), ('nso', 'orm'), ('nso', 'sna'), ('nso', 'som'), ('nso', 'ssw'), ('nso', 'swh'), ('nso', 'tsn'), ('nso', 'tso'), ('nso', 'umb'), ('nso', 'xho'), ('nso', 'yor'), ('nso', 'zul'), ('nya', 'orm'), ('nya', 'sna'), ('nya', 'som'), ('nya', 'ssw'), ('nya', 'swh'), ('nya', 'tsn'), ('nya', 'tso'), ('nya', 'umb'), ('nya', 'xho'), ('nya', 'yor'), ('nya', 'zul'), ('orm', 'sna'), ('orm', 'som'), ('orm', 'ssw'), ('orm', 'swh'), ('orm', 'tsn'), ('orm', 'tso'), ('orm', 'umb'), ('orm', 'xho'), ('orm', 'yor'), ('orm', 'zul'), ('sna', 'som'), ('sna', 'ssw'), ('sna', 'swh'), ('sna', 'tsn'), ('sna', 'tso'), ('sna', 'umb'), ('sna', 'xho'), ('sna', 'yor'), ('sna', 'zul'), ('som', 'ssw'), ('som', 'swh'), ('som', 'tsn'), ('som', 'tso'), ('som', 'umb'), ('som', 'wol'), ('som', 'xho'), ('som', 'yor'), ('som', 'zul'), ('ssw', 'swh'), ('ssw', 'tsn'), ('ssw', 'tso'), ('ssw', 'umb'), ('ssw', 'xho'), ('ssw', 'yor'), ('ssw', 'zul'), ('swh', 'tsn'), ('swh', 'tso'), ('swh', 'umb'), ('swh', 'xho'), ('swh', 'yor'), ('swh', 'zul'), ('tsn', 'tso'), ('tsn', 'umb'), ('tsn', 'xho'), ('tsn', 'yor'), ('tsn', 'zul'), ('tso', 'umb'), ('tso', 'xho'), ('tso', 'yor'), ('tso', 'zul'), ('umb', 'xho'), ('umb', 'yor'), ('umb', 'zul'), ('xho', 'yor'), ('xho', 'zul'), ('yor', 'zul')]
 
-_URL_BASE = "https://huggingface.co/datasets/allenai/wmt22_african/tree/main/"
+# _URL_BASE = "https://huggingface.co/datasets/allenai/wmt22_african/tree/main/"
+_URL_BASE = "./"
 _URLs = {f"{src_lg}-{trg_lg}": f"{_URL_BASE}wmt22_african_{src_lg}-{trg_lg}.gz" for src_lg, trg_lg in _LANGUAGE_PAIRS}
 
 
@@ -95,11 +96,22 @@ class Wmt22African(datasets.GeneratorBasedBuilder):
     
     def _generate_examples(self, filepath, source_lg, target_lg):
         with open(filepath, encoding="utf-8") as f:
-            reader = csv.DictReader(f, delimiter=";") # read each line into dict
-            for id_, row in enumerate(reader):
-                row["translation"] = {source_lg : row["source"], target_lg: row["system_output"]} # create translation json
-                row = {k: None if not v else v for k, v in row.items()} # replace empty values
+            # reader = csv.reader(f, delimiter="\t")
+            for id_, example in enumerate(f):
+                try:
+                    datarow = example.split("\t")
+                    row = {}
+                    row["translation"] = {source_lg : datarow[0], target_lg: datarow[1]} # create translation json
+                    scores = datarow[2].split(" ")
+                    row["laser_score"] = float(scores[0])
+                    row["source_sentence_lid"] = float(scores[1])
+                    row["target_sentence_lid"] = float(scores[2])
+                    row = {k: None if not v else v for k, v in row.items()} # replace empty values
+                except:
+                    print(datarow)
+                    raise
                 yield id_, row
 
 # to test the script, go to the root folder of the repo (wmt22_african) and run:
 # datasets-cli test wmt22_african --save_infos --all_configs
+