diff --git a/docker/ajn_asr/main.py b/docker/ajn_asr/main.py
index 37459f0c10fcefd3f2d19ab655c9b4ac3ec87559..150ddde32759f53482c3f395601fe2f967d90b4c 100644
--- a/docker/ajn_asr/main.py
+++ b/docker/ajn_asr/main.py
@@ -8,7 +8,6 @@ from sziszapangma.integration.service_core.asr.asr_result import AsrResult
class SpeechbrainAsrProcessor(AsrBaseProcessor):
def process_asr(self, audio_file_path: str) -> AsrResult:
- # prepare paths
file_tag = str(uuid.uuid4())
file_extension = audio_file_path.split('.')[-1]
file_name = f'{file_tag}.{file_extension}'
diff --git a/docker/ajn_asr/prepare_docker.sh b/docker/ajn_asr/prepare_docker.sh
index a47ad1318644338f1a3fc241fad3bb6cb58c0c67..c7e687d087cba4d4c5fd7305b9ec8b6afb8fe431 100755
--- a/docker/ajn_asr/prepare_docker.sh
+++ b/docker/ajn_asr/prepare_docker.sh
@@ -3,5 +3,5 @@
SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" &>/dev/null && pwd)"
docker build -t asr-clarin-pl-service "$SCRIPT_DIR"
-docker tag asr-clarin-pl-service docker-registry.theliver.pl/asr-clarin-pl-service:1.4
-docker push docker-registry.theliver.pl/asr-clarin-pl-service:1.4
+docker tag asr-clarin-pl-service gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/asr-clarin-pl-service:1.4
+docker push gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/asr-clarin-pl-service:1.4
diff --git a/docker/build-all-dockers.sh b/docker/build-all-dockers.sh
old mode 100644
new mode 100755
diff --git a/docker/fasttext_embedding/prepare_docker.sh b/docker/fasttext_embedding/prepare_docker.sh
index 2e32082b2bc8883631ff748eb8f67a8c7bae1067..61827c8ea535eaf9a475525d37ca419944d3059a 100755
--- a/docker/fasttext_embedding/prepare_docker.sh
+++ b/docker/fasttext_embedding/prepare_docker.sh
@@ -3,5 +3,5 @@
SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" &>/dev/null && pwd)"
docker build -t embedding_docker "$SCRIPT_DIR"
-docker tag embedding_docker docker-registry.theliver.pl/embedding_docker:1.0
-docker push docker-registry.theliver.pl/embedding_docker:1.0
+docker tag embedding_docker gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/embedding_docker:1.0
+docker push gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/embedding_docker:1.0
diff --git a/docker/polish_asr_hf/prepare_docker.sh b/docker/polish_asr_hf/prepare_docker.sh
index c305c346eddbc44bcd4fa287bb835ac07eb221e6..b78193877eb5e112ab5c7e75da3aecac1b7e87b2 100755
--- a/docker/polish_asr_hf/prepare_docker.sh
+++ b/docker/polish_asr_hf/prepare_docker.sh
@@ -3,5 +3,5 @@
SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" &>/dev/null && pwd)"
docker build -t transformers-wav2vec2for_ctc "$SCRIPT_DIR"
-docker tag transformers-wav2vec2for_ctc docker-registry.theliver.pl/transformers-wav2vec2for_ctc:1.0
-docker push docker-registry.theliver.pl/transformers-wav2vec2for_ctc:1.0
+docker tag transformers-wav2vec2for_ctc gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/transformers-wav2vec2for_ctc:1.0
+docker push gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/transformers-wav2vec2for_ctc:1.0
diff --git a/docker/speechbrain_asr/prepare_docker.sh b/docker/speechbrain_asr/prepare_docker.sh
index 1731522f1854abc6abcf0ec6dbc3dd2191b86d5b..5a9c3395e6283a8399a47d2971a1ff22ff016cd1 100755
--- a/docker/speechbrain_asr/prepare_docker.sh
+++ b/docker/speechbrain_asr/prepare_docker.sh
@@ -3,5 +3,5 @@
SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" &>/dev/null && pwd)"
docker build --no-cache -t speechbrain-asr "$SCRIPT_DIR"
-docker tag speechbrain-asr docker-registry.theliver.pl/speechbrain-asr:1.5
-docker push docker-registry.theliver.pl/speechbrain-asr:1.5
+docker tag speechbrain-asr gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/speechbrain-asr:1.5
+docker push gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/speechbrain-asr:1.5
diff --git a/docker/techmo_asr/prepare_docker.sh b/docker/techmo_asr/prepare_docker.sh
index 0af4b816df543f0292a0e7f2317ea72a23e23129..309f7c378f2954d93298bf81922c4b766ea8b233 100755
--- a/docker/techmo_asr/prepare_docker.sh
+++ b/docker/techmo_asr/prepare_docker.sh
@@ -3,5 +3,5 @@
SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" &>/dev/null && pwd)"
docker build -t techmo-asr "$SCRIPT_DIR"
-docker tag techmo-asr docker-registry.theliver.pl/techmo-asr:1.1
-docker push docker-registry.theliver.pl/techmo-asr:1.1
+docker tag techmo-asr gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/techmo-asr:1.1
+docker push gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/techmo-asr:1.1
diff --git a/dvc.lock b/dvc.lock
index f611d3c3e1eab110957b83995a21c7b76b8d6271..686566c2ab5cdf6434e3801ae7775b819b7c2a60 100644
--- a/dvc.lock
+++ b/dvc.lock
@@ -36,3 +36,33 @@ stages:
md5: 2e334734387ab4579b7b5269d5029e81.dir
size: 71627685
nfiles: 4000
+ luna_import_to_common_format:
+ cmd: PYTHONPATH=. python experiment/luna/import_dataset/import_luna.py
+ deps:
+ - path: experiment/luna/import_dataset/import_luna.py
+ md5: 44a1b914afda2ae74462e7afd83f658e
+ size: 8278
+ - path: experiment_data/dataset/LUNA.PL
+ md5: d342155b1871e881797cf7da09d5dc3c.dir
+ size: 1578358645
+ nfiles: 4500
+ outs:
+ - path: experiment_data/dataset_relation_manager_data/luna
+ md5: ff680a49296818460a49bd0c70089a4a.dir
+ size: 229007155
+ nfiles: 1000
+ voicelab_import_to_common_format:
+ cmd: PYTHONPATH=. python experiment/voicelab/import_data.py
+ deps:
+ - path: experiment/voicelab/import_data.py
+ md5: 0cf7cf604b202489ce3b0cb51bb47fa2
+ size: 2264
+ - path: experiment_data/dataset/voicelab_cbiz_testset_20220322
+ md5: 3c2b18e1f1f89e4c5ad7b254e472b25e.dir
+ size: 4803739404
+ nfiles: 1600
+ outs:
+ - path: experiment_data/dataset_relation_manager_data/voicelab_cbiz_testset_20220322
+ md5: 6d56f24b0ff78c0d44ade2114158150d.dir
+ size: 110711470
+ nfiles: 1600
diff --git a/dvc.yaml b/dvc.yaml
index 7fae9011ade7fb44f3b405a7a53b1670492fc7ad..f2151c0fcc756eaeef31716dcd104dec297414fe 100644
--- a/dvc.yaml
+++ b/dvc.yaml
@@ -1,6 +1,6 @@
stages:
- import_luna_to_common_format:
+ luna_import_to_common_format:
cmd: PYTHONPATH=. python experiment/luna/import_dataset/import_luna.py
deps:
- experiment/luna/import_dataset/import_luna.py
@@ -10,11 +10,34 @@ stages:
luna_main_pipeline:
cmd: |
- PYTHONPATH=. python -m spacy download pl_core_news_lg
+ python -m spacy download pl_core_news_lg
PYTHONPATH=. python experiment/luna/pipeline/luna_main.py
deps:
+ - experiment/luna/pipeline/luna_main.py
- experiment_data/dataset_relation_manager_data/luna
- experiment_data/dataset/LUNA.PL
- experiment_data/cached_asr/luna_techmo
outs:
- experiment_data/pipeline/asr_benchmark_luna
+
+ voicelab_import_to_common_format:
+ cmd: PYTHONPATH=. python experiment/voicelab/import_data.py
+ deps:
+ - experiment/voicelab/import_data.py
+ - experiment_data/dataset/voicelab_cbiz_testset_20220322
+ outs:
+ - experiment_data/dataset_relation_manager_data/voicelab_cbiz_testset_20220322
+
+ voicelab_main_pipeline:
+ cmd: |
+ python -m spacy download pl_core_news_lg
+ PYTHONPATH=. python experiment/voicelab/voicelab_pipeline.py
+ deps:
+ - experiment/voicelab/voicelab_pipeline.py
+ - experiment_data/dataset_relation_manager_data/voicelab_cbiz_testset_20220322
+ - experiment_data/dataset/voicelab_cbiz_testset_20220322
+ - experiment_data/cached_asr/voicelab_cbiz_testset_20220322_techmo
+ outs:
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322
+
+# concurrent features, multiprocessing
diff --git a/experiment/luna/import_dataset/import_luna.py b/experiment/luna/import_dataset/import_luna.py
index 673e1869f47c3a2b02705a499d930dd411fd3697..45826431d7933ab5a666e8faf3e4670bf9a998ef 100644
--- a/experiment/luna/import_dataset/import_luna.py
+++ b/experiment/luna/import_dataset/import_luna.py
@@ -171,7 +171,7 @@ def main():
luna_directory = 'experiment_data/dataset/LUNA.PL'
luna_record_provider = LunaRecordProvider(
ExtensionPathFilter(
- root_directory=luna_directory,
+ root_directory=f'{luna_directory}/LUNA.PL',
extension='wav'
),
relation_manager_root_path='experiment_data/dataset_relation_manager_data/luna'
diff --git a/experiment/luna/move_asr.py b/experiment/luna/move_asr.py
deleted file mode 100644
index 87910a00d85560a743d6f47909323b563b7114f7..0000000000000000000000000000000000000000
--- a/experiment/luna/move_asr.py
+++ /dev/null
@@ -1,21 +0,0 @@
-import json
-from pprint import pprint
-
-from experiment.luna.luna_record_provider import LunaRecordProvider
-from sziszapangma.integration.path_filter import ExtensionPathFilter
-
-if __name__ == '__main__':
- luna_directory = 'experiment_data/dataset/LUNA.PL'
- luna_record_provider = LunaRecordProvider(
- ExtensionPathFilter(
- root_directory=luna_directory,
- extension='wav'
- ),
- relation_manager_root_path='experiment_data/dataset_relation_manager_data/luna'
- )
- pprint(luna_record_provider.get_all_records())
- for record_id in luna_record_provider.get_all_records():
- path = f'experiment_data/cached_asr/LUNA_techmo_asr_cache/{record_id.replace("__", "/")}.wav.techmo.json'
- raw = json.load(open(path, 'r'))
- output_path = f'experiment_data/cached_asr/luna_techmo/{record_id}.json'
- json.dump(raw, open(output_path, 'w'))
diff --git a/experiment/luna/pipeline/luna_gold_transcript_processor.py b/experiment/luna/pipeline/luna_gold_transcript_processor.py
index 4bfce0afaef4e8bbf618b9ccf5c1174cb0e43a0a..e7e36b2f8babdbb8558903969f78f3c76fa1f60b 100644
--- a/experiment/luna/pipeline/luna_gold_transcript_processor.py
+++ b/experiment/luna/pipeline/luna_gold_transcript_processor.py
@@ -1,6 +1,5 @@
from typing import List, Dict
-# from experiment.luna.luna_record_provider import LunaRecordProvider
from experiment.luna.luna_record_provider import LunaRecordProvider
from sziszapangma.integration.gold_transcript_processor import GoldTranscriptProcessor
from sziszapangma.model.relation_manager import RelationManager
@@ -13,7 +12,6 @@ class LunaGoldTranscriptProcessor(GoldTranscriptProcessor):
self._record_provider = record_provider
def parse_word(self, word, relation_manager: RelationManager):
- # print(word)
all_relations = relation_manager.get_all_relations_for_item(word['id'])
pos_id = [it['second_id'] for it in all_relations if it['second_type'] in ['pos']][0]
return {
diff --git a/experiment/luna/pipeline/luna_main.py b/experiment/luna/pipeline/luna_main.py
index cc556e704cf17cbec70320d24f201d0d7c61cce1..d707202aeef5b9cb3433e11148551ea338e54641 100644
--- a/experiment/luna/pipeline/luna_main.py
+++ b/experiment/luna/pipeline/luna_main.py
@@ -1,11 +1,9 @@
from experiment.luna.pipeline.luna_gold_transcript_processor import LunaGoldTranscriptProcessor
-from experiment.luna.pipeline.pos_processing.asr_spacy_token_pos_processing_task import \
- AsrSpacyTokenPosProcessingTask
-from experiment.luna.pipeline.pos_processing.gold_transcript_spacy_token_pos_processing_task import \
- GoldTranscriptSpacyTokenPosProcessingTask
-from experiment.luna.pipeline.pos_processing.spacy_pos_wer_processing_task import \
- SpacyPosWerProcessingTask
from experiment.luna.luna_record_provider import LunaRecordProvider
+from experiment.pos_processing.asr_spacy_token_pos_processing_task import AsrSpacyTokenPosProcessingTask
+from experiment.pos_processing.gold_transcript_spacy_token_pos_processing_task import \
+ GoldTranscriptSpacyTokenPosProcessingTask
+from experiment.pos_processing.spacy_pos_wer_processing_task import SpacyPosWerProcessingTask
from sziszapangma.integration.asr_processor import AsrPathCacheClient
from sziszapangma.integration.experiment_manager import ExperimentManager
from sziszapangma.integration.path_filter import ExtensionPathFilter
@@ -30,7 +28,7 @@ POS_METRICS_WER = 'pos_metrics_wer'
def run_luna_experiment(experiment_repository: ExperimentRepository):
record_provider = LunaRecordProvider(
ExtensionPathFilter(
- root_directory=LUNA_DIRECTORY,
+ root_directory=f'{LUNA_DIRECTORY}/LUNA.PL',
extension='wav'
),
relation_manager_root_path='experiment_data/dataset_relation_manager_data/luna'
diff --git a/experiment/luna/pipeline/pos_processing/asr_spacy_token_pos_processing_task.py b/experiment/luna/pipeline/pos_processing/asr_spacy_token_pos_processing_task.py
deleted file mode 100644
index 42a0e25175b9710f5e150c7382c8c550891b0540..0000000000000000000000000000000000000000
--- a/experiment/luna/pipeline/pos_processing/asr_spacy_token_pos_processing_task.py
+++ /dev/null
@@ -1,24 +0,0 @@
-from dataclasses import dataclass
-from typing import Any
-
-from experiment.luna.pipeline.pos_processing.spacy_token_pos_processing_task import SpacyTokenPosProcessingTask
-
-
-@dataclass
-class WordSpan:
- text: str
- index_start: int
- index_end: int
-
-
-class AsrSpacyTokenPosProcessingTask(SpacyTokenPosProcessingTask):
- _spacy_property_name: str
- _nlp: Any
- _input_property_name: str
-
- def __init__(self, task_name: str, spacy_property_name: str, require_update: bool,
- input_property_name: str):
- super().__init__(task_name, spacy_property_name, require_update, input_property_name)
-
- def get_transcript_to_process(self, property_value: Any) -> str:
- return property_value['full_text']
diff --git a/experiment/luna/pipeline/pos_processing/gold_transcript_spacy_token_pos_processing_task.py b/experiment/luna/pipeline/pos_processing/gold_transcript_spacy_token_pos_processing_task.py
deleted file mode 100644
index e142212aa4b5727e4e1d1e78d0206500fdc646fe..0000000000000000000000000000000000000000
--- a/experiment/luna/pipeline/pos_processing/gold_transcript_spacy_token_pos_processing_task.py
+++ /dev/null
@@ -1,24 +0,0 @@
-from dataclasses import dataclass
-from typing import Any
-
-from experiment.luna.pipeline.pos_processing.spacy_token_pos_processing_task import SpacyTokenPosProcessingTask
-
-
-@dataclass
-class WordSpan:
- text: str
- index_start: int
- index_end: int
-
-
-class GoldTranscriptSpacyTokenPosProcessingTask(SpacyTokenPosProcessingTask):
- _spacy_property_name: str
- _nlp: Any
- _input_property_name: str
-
- def __init__(self, task_name: str, spacy_property_name: str, require_update: bool,
- input_property_name: str):
- super().__init__(task_name, spacy_property_name, require_update, input_property_name)
-
- def get_transcript_to_process(self, property_value: Any) -> str:
- return ' '.join([it['word'] for it in property_value])
diff --git a/experiment/luna/pipeline/pos_processing/spacy_pos_wer_processing_task.py b/experiment/luna/pipeline/pos_processing/spacy_pos_wer_processing_task.py
deleted file mode 100644
index 23d4f57895cfbb2124705c2e40ce97b37ffb4c2a..0000000000000000000000000000000000000000
--- a/experiment/luna/pipeline/pos_processing/spacy_pos_wer_processing_task.py
+++ /dev/null
@@ -1,85 +0,0 @@
-from typing import Any, List, Dict
-
-from sziszapangma.core.alignment.alignment_classic_calculator import AlignmentClassicCalculator
-from sziszapangma.core.alignment.alignment_step import AlignmentStep
-from sziszapangma.core.wer.wer_calculator import WerCalculator
-from sziszapangma.integration.mapper.alignment_step_mapper import AlignmentStepMapper
-from sziszapangma.integration.repository.experiment_repository import ExperimentRepository
-from sziszapangma.integration.task.processing_task import ProcessingTask
-from sziszapangma.model.model import Word
-from sziszapangma.model.relation_manager import RelationManager
-
-_CLASSIC_WER = "classic_wer"
-
-
-class SpacyPosWerProcessingTask(ProcessingTask):
- _gold_transcript_pos_property_name: str
- _asr_pos_property_name: str
- _pos_alignment_wer: str
- _pos_metrics_wer: str
- _alignment_classic_calculator: AlignmentClassicCalculator
- _wer_calculator: WerCalculator
-
- def __init__(
- self,
- task_name: str,
- gold_transcript_pos_property_name: str,
- require_update: bool,
- asr_pos_property_name: str,
- pos_alignment_wer: str,
- pos_metrics_wer: str
- ):
- super().__init__(task_name, require_update)
- self._gold_transcript_pos_property_name = gold_transcript_pos_property_name
- self._asr_pos_property_name = asr_pos_property_name
- self._pos_alignment_wer = pos_alignment_wer
- self._pos_metrics_wer = pos_metrics_wer
- self._alignment_classic_calculator = AlignmentClassicCalculator()
- self._wer_calculator = WerCalculator()
-
- def run_single_process(
- self,
- record_id: str,
- experiment_repository: ExperimentRepository,
- relation_manager: RelationManager,
- ):
- gold_transcript_pos = [
- Word(id=it['id'], type='Word', text=it['pos'])
- for it in
- experiment_repository.get_property_for_key(
- record_id, self._gold_transcript_pos_property_name)
- ]
- asr_transcript_pos = [
- Word(id=it['id'], type='Word', text=it['pos'])
- for it in
- experiment_repository.get_property_for_key(record_id, self._asr_pos_property_name)
- ]
- if gold_transcript_pos is not None and asr_transcript_pos is not None:
- alignment_steps = self._get_alignment(gold_transcript_pos, asr_transcript_pos)
- experiment_repository.update_property_for_key(
- record_id,
- self._pos_alignment_wer,
- [AlignmentStepMapper.to_json_dict(it) for it in alignment_steps],
- )
- experiment_repository.update_property_for_key(
- record_id, self._pos_metrics_wer, self.calculate_metrics(alignment_steps)
- )
-
- def _get_alignment(
- self, gold_transcript: List[Word], asr_transcript: List[Word]
- ) -> List[AlignmentStep]:
- return self._alignment_classic_calculator.calculate_alignment(
- reference=gold_transcript, hypothesis=asr_transcript
- )
-
- def calculate_metrics(self, alignment_steps: List[AlignmentStep]) -> Dict[str, Any]:
- """Calculate all metrics for data sample."""
- metrics = dict()
- metrics[_CLASSIC_WER] = self._wer_calculator.calculate_wer(alignment_steps)
- return metrics
-
- def skip_for_record(self, record_id: str, experiment_repository: ExperimentRepository) -> bool:
- return (
- experiment_repository.get_property_for_key(record_id, self._pos_metrics_wer)
- is not None
- )
diff --git a/experiment/luna/pipeline/pos_processing/spacy_token_pos_processing_task.py b/experiment/luna/pipeline/pos_processing/spacy_token_pos_processing_task.py
deleted file mode 100644
index 2c8bb0b52e9427a3725c45a4055868483eea0fd9..0000000000000000000000000000000000000000
--- a/experiment/luna/pipeline/pos_processing/spacy_token_pos_processing_task.py
+++ /dev/null
@@ -1,58 +0,0 @@
-import uuid
-from abc import abstractmethod, ABC
-from dataclasses import dataclass
-from typing import Any, Dict
-
-import spacy
-from spacy.tokens import Token
-
-from sziszapangma.integration.repository.experiment_repository import ExperimentRepository
-from sziszapangma.integration.task.processing_task import ProcessingTask
-from sziszapangma.model.relation_manager import RelationManager
-
-
-@dataclass
-class WordSpan:
- text: str
- index_start: int
- index_end: int
-
-
-class SpacyTokenPosProcessingTask(ProcessingTask, ABC):
- _spacy_model_name: str
- _nlp: Any
- _input_property_name: str
- _spacy_property_name: str
-
- def __init__(
- self,
- task_name: str,
- spacy_property_name: str,
- require_update: bool,
- input_property_name: str
- ):
- super().__init__(task_name, require_update)
- self._spacy_property_name = spacy_property_name
- self._nlp = spacy.load("pl_core_news_lg")
- self._input_property_name = input_property_name
-
- def run_single_process(self, record_id: str, experiment_repository: ExperimentRepository,
- relation_manager: RelationManager):
- test_property = experiment_repository.get_property_for_key(
- record_id, self._input_property_name)
- document = self._nlp(self.get_transcript_to_process(test_property))
-
- spacy_result = [self.token_to_result_dict(token) for token in document]
- experiment_repository.update_property_for_key(record_id, self._spacy_property_name,
- spacy_result)
-
- @staticmethod
- def token_to_result_dict(token: Token) -> Dict[str, str]:
- return {'id': str(uuid.uuid4()), 'word': token.text, 'pos': token.pos_}
-
- @abstractmethod
- def get_transcript_to_process(self, property_value: Any) -> str:
- pass
-
- def skip_for_record(self, record_id: str, experiment_repository: ExperimentRepository) -> bool:
- return experiment_repository.property_exists(record_id, self._spacy_property_name)
diff --git a/experiment/luna/pipeline/pos_processing/__init__.py b/experiment/voicelab/__init__.py
similarity index 100%
rename from experiment/luna/pipeline/pos_processing/__init__.py
rename to experiment/voicelab/__init__.py
diff --git a/experiment/voicelab/import_data.py b/experiment/voicelab/import_data.py
new file mode 100644
index 0000000000000000000000000000000000000000..a08b49ef45211b543153559b0d934b490af2bb4f
--- /dev/null
+++ b/experiment/voicelab/import_data.py
@@ -0,0 +1,60 @@
+import os.path
+from typing import List
+
+from experiment.voicelab.voicelab_telco_record_provider import VoicelabTelcoRecordProvider
+from sziszapangma.integration.path_filter import ExtensionPathFilter
+from sziszapangma.model.model import Word
+from sziszapangma.model.model_creators import create_new_word, create_new_document
+from sziszapangma.model.relation_manager import RelationManager
+
+
+class VoicelabAdapter:
+ _record_provider: VoicelabTelcoRecordProvider
+
+ def __init__(self, record_provider: VoicelabTelcoRecordProvider):
+ self._record_provider = record_provider
+
+ @staticmethod
+ def save_words(
+ words_path: str,
+ relation_manager: RelationManager
+ ) -> List[Word]:
+ with open(words_path, 'r') as f:
+ text = f.read()
+ words = []
+ for single_word in text.split():
+ word = create_new_word(text=single_word)
+ relation_manager.save_item(word)
+ words.append(word)
+ document = create_new_document([word['id'] for word in words])
+ relation_manager.save_item(document)
+ for word in words:
+ relation_manager.save_relation(word, document)
+ return words
+
+ def import_record(self, record_id: str):
+ print(f'record {record_id}')
+ relation_manager = self._record_provider.get_relation_manager(record_id)
+ relation_manager.clear_all()
+ root_path = '/home/marcinwatroba/PWR_ASR/asr-benchmarks/experiment_data/dataset/voicelab_cbiz_testset_20220322'
+
+ words_path = [path for path in [
+ f'{root_path}/{record_id.replace("__", "/")}.txt',
+ f'{root_path}/{record_id.replace("__", "/")}.asr'
+ ] if os.path.exists(path)][0]
+
+ self.save_words(words_path, relation_manager)
+ relation_manager.commit()
+
+
+if __name__ == '__main__':
+ voicelab_record_provider = VoicelabTelcoRecordProvider(
+ ExtensionPathFilter(
+ 'experiment_data/dataset/voicelab_cbiz_testset_20220322',
+ 'wav'
+ ),
+ 'experiment_data/dataset_relation_manager_data/voicelab_cbiz_testset_20220322'
+ )
+ adapter = VoicelabAdapter(voicelab_record_provider)
+ for it in voicelab_record_provider.get_all_records():
+ adapter.import_record(it)
diff --git a/experiment/voicelab/voicelab_gold_transcript_processor.py b/experiment/voicelab/voicelab_gold_transcript_processor.py
new file mode 100644
index 0000000000000000000000000000000000000000..b4cf94a7f308bb870ebbb9f022429116b5353614
--- /dev/null
+++ b/experiment/voicelab/voicelab_gold_transcript_processor.py
@@ -0,0 +1,23 @@
+from typing import List, Dict
+
+from experiment.voicelab.voicelab_telco_record_provider import VoicelabTelcoRecordProvider
+from sziszapangma.integration.gold_transcript_processor import GoldTranscriptProcessor
+
+
+class VoicelabGoldTranscriptProcessor(GoldTranscriptProcessor):
+ _record_provider: VoicelabTelcoRecordProvider
+
+ def __init__(self, record_provider: VoicelabTelcoRecordProvider):
+ self._record_provider = record_provider
+
+ def parse_word(self, word):
+ return {
+ 'id': word['id'],
+ 'word': word['text']
+ }
+
+ def get_gold_transcript(self, record_id: str) -> List[Dict[str, any]]:
+ relation_manager = self._record_provider.get_relation_manager(record_id)
+ document = [itt for itt in relation_manager.get_all_items() if itt['type'] == 'Document'][0]
+ document_words = [relation_manager.get_item_by_id(item_id) for item_id in document['word_ids']]
+ return [self.parse_word(word) for word in document_words]
diff --git a/experiment/voicelab/voicelab_pipeline.py b/experiment/voicelab/voicelab_pipeline.py
new file mode 100644
index 0000000000000000000000000000000000000000..37ef974a91f995da289a963abcd88762c25e7b10
--- /dev/null
+++ b/experiment/voicelab/voicelab_pipeline.py
@@ -0,0 +1,103 @@
+from experiment.pos_processing.asr_spacy_token_pos_processing_task import AsrSpacyTokenPosProcessingTask
+from experiment.pos_processing.gold_transcript_spacy_token_pos_processing_task import \
+ GoldTranscriptSpacyTokenPosProcessingTask
+from experiment.pos_processing.spacy_pos_wer_processing_task import SpacyPosWerProcessingTask
+from experiment.voicelab.voicelab_gold_transcript_processor import VoicelabGoldTranscriptProcessor
+from experiment.voicelab.voicelab_telco_record_provider import VoicelabTelcoRecordProvider
+from sziszapangma.integration.asr_processor import AsrPathCacheClient
+from sziszapangma.integration.experiment_manager import ExperimentManager
+from sziszapangma.integration.path_filter import ExtensionPathFilter
+from sziszapangma.integration.repository.experiment_repository import ExperimentRepository
+from sziszapangma.integration.repository.multi_files_experiment_repository import \
+ MultiFilesExperimentRepository
+from sziszapangma.integration.task.asr_task import AsrTask
+from sziszapangma.integration.task.classic_wer_metric_task import ClassicWerMetricTask
+from sziszapangma.integration.task.gold_transcript_task import GoldTranscriptTask
+
+GOLD_TRANSCRIPT = 'gold_transcript'
+TECHMO_POLISH_ASR = 'techmo_polish_asr'
+TECHMO_POLISH_CLASSIC_WER_METRIC = 'techmo_polish_classic_wer_metric'
+TECHMO_POLISH_CLASSIC_ALIGNMENT = 'techmo_polish_classic_alignment'
+TECHMO_SPACY = 'techmo_spacy'
+GOLD_TRANSCRIPT_SPACY = 'gold_transcript_spacy'
+POS_ALIGNMENT_WER = 'pos_alignment_wer'
+POS_METRICS_WER = 'pos_metrics_wer'
+
+DATASET_DIRECTORY = 'experiment_data/dataset/voicelab_cbiz_testset_20220322'
+PIPELINE_DATA_DIRECTORY = 'experiment_data/pipeline'
+EXPERIMENT_NAME = 'asr_benchmark_voicelab_cbiz_testset_20220322'
+RELATION_MANAGER_ROOT_PATH = 'experiment_data/dataset_relation_manager_data/voicelab_cbiz_testset_20220322'
+
+
+def run_voicelab_experiment(experiment_repository: ExperimentRepository):
+ record_provider = VoicelabTelcoRecordProvider(
+ ExtensionPathFilter(
+ root_directory=DATASET_DIRECTORY,
+ extension='wav'
+ ),
+ relation_manager_root_path=RELATION_MANAGER_ROOT_PATH
+ )
+ experiment_processor = ExperimentManager(
+ record_id_iterator=record_provider,
+ processing_tasks=[
+ GoldTranscriptTask(
+ task_name='gold_transcript_task',
+ gold_transcript_processor=VoicelabGoldTranscriptProcessor(record_provider),
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ require_update=False
+ ),
+ AsrTask(
+ task_name='techmo_polish_task',
+ # asr_processor=AsrWebClient('http://192.168.0.124:4999/process_asr', 'test1234'),
+ asr_processor=AsrPathCacheClient(
+ 'experiment_data/cached_asr/voicelab_cbiz_testset_20220322_techmo',
+ record_provider,
+ record_provider
+ ),
+ asr_property_name=TECHMO_POLISH_ASR,
+ require_update=False,
+ record_path_provider=record_provider
+ ),
+ ClassicWerMetricTask(
+ task_name='classic_wer_metric_task',
+ asr_property_name=TECHMO_POLISH_ASR,
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ metrics_property_name=TECHMO_POLISH_CLASSIC_WER_METRIC,
+ require_update=False,
+ alignment_property_name=TECHMO_POLISH_CLASSIC_ALIGNMENT
+ ),
+ GoldTranscriptSpacyTokenPosProcessingTask(
+ task_name='gold_transcript_spacy_task',
+ input_property_name=GOLD_TRANSCRIPT,
+ spacy_property_name=GOLD_TRANSCRIPT_SPACY,
+ require_update=True
+ ),
+ AsrSpacyTokenPosProcessingTask(
+ task_name='techmo_spacy_task',
+ input_property_name=TECHMO_POLISH_ASR,
+ spacy_property_name=TECHMO_SPACY,
+ require_update=True
+ ),
+ SpacyPosWerProcessingTask(
+ task_name='PosWerProcessor',
+ require_update=False,
+ gold_transcript_pos_property_name=GOLD_TRANSCRIPT_SPACY,
+ asr_pos_property_name=TECHMO_SPACY,
+ pos_alignment_wer=POS_ALIGNMENT_WER,
+ pos_metrics_wer=POS_METRICS_WER
+ )
+ ],
+ experiment_repository=experiment_repository,
+ relation_manager_provider=record_provider
+ )
+ experiment_processor.process()
+
+
+def example_run():
+ experiment_repository = MultiFilesExperimentRepository(
+ PIPELINE_DATA_DIRECTORY, EXPERIMENT_NAME)
+ run_voicelab_experiment(experiment_repository)
+
+
+if __name__ == '__main__':
+ example_run()
diff --git a/experiment/voicelab/voicelab_telco_record_provider.py b/experiment/voicelab/voicelab_telco_record_provider.py
new file mode 100644
index 0000000000000000000000000000000000000000..8f00611ac55eb672f797f5115ef7465c49b31192
--- /dev/null
+++ b/experiment/voicelab/voicelab_telco_record_provider.py
@@ -0,0 +1,39 @@
+from pathlib import Path
+from typing import Dict, Set
+
+from sziszapangma.integration.path_filter import PathFilter
+from sziszapangma.integration.record_id_iterator import RecordIdIterator
+from sziszapangma.integration.record_path_provider import RecordPathProvider
+from sziszapangma.integration.relation_manager_provider import RelationManagerProvider
+from sziszapangma.model.relation_manager import RelationManager, FileRelationManager
+
+
+class VoicelabTelcoRecordProvider(RecordIdIterator, RecordPathProvider, RelationManagerProvider):
+ _path_by_id: Dict[str, str]
+ _relation_manager_root_path: str
+
+ def __init__(self, path_filter: PathFilter, relation_manager_root_path: str):
+ self._path_by_id = dict({
+ self._get_id(it): it
+ for it in path_filter.get_list_of_files()
+ })
+ self._relation_manager_root_path = relation_manager_root_path
+
+ def get_all_records(self) -> Set[str]:
+ return set(self._path_by_id.keys())
+
+ def get_path(self, record_id: str) -> str:
+ return self._path_by_id[record_id]
+
+ def get_relation_manager(self, record_id: str) -> RelationManager:
+ record_path = Path(self._relation_manager_root_path).joinpath(record_id)
+ record_path.mkdir(parents=True, exist_ok=True)
+ return FileRelationManager(
+ str(record_path.joinpath('ab_relations.csv')),
+ str(record_path.joinpath('ab_items.json'))
+ )
+
+ @staticmethod
+ def _get_id(record_file_path: str) -> str:
+ path = record_file_path.replace('.wav', '')
+ return '__'.join(path.split('/')[-2:])
diff --git a/experiment_data/cached_asr/.gitignore b/experiment_data/cached_asr/.gitignore
index eeada193c62a9d070b0bff4704c446c0a645a03a..c6c167008140b18ef457dd953f5adb88d8e939c6 100644
--- a/experiment_data/cached_asr/.gitignore
+++ b/experiment_data/cached_asr/.gitignore
@@ -1 +1,2 @@
/luna_techmo
+/voicelab_cbiz_testset_20220322_techmo
diff --git a/experiment_data/cached_asr/voicelab_cbiz_testset_20220322_techmo.dvc b/experiment_data/cached_asr/voicelab_cbiz_testset_20220322_techmo.dvc
new file mode 100644
index 0000000000000000000000000000000000000000..629f0b94d1f75b50e40b0395277aa986e7b637ec
--- /dev/null
+++ b/experiment_data/cached_asr/voicelab_cbiz_testset_20220322_techmo.dvc
@@ -0,0 +1,5 @@
+outs:
+- md5: 94b1709c05bd09b77c5a6850e2f2f373.dir
+ size: 34654307
+ nfiles: 800
+ path: voicelab_cbiz_testset_20220322_techmo
diff --git a/experiment_data/dataset/.gitignore b/experiment_data/dataset/.gitignore
index beaf70115d311f2cddb1fe658108705439bbf737..a2b9bfa575929ded20bea51da57a076bdb280dcf 100644
--- a/experiment_data/dataset/.gitignore
+++ b/experiment_data/dataset/.gitignore
@@ -1 +1,2 @@
/LUNA.PL
+/voicelab_cbiz_testset_20220322
diff --git a/experiment_data/dataset/voicelab_cbiz_testset_20220322.dvc b/experiment_data/dataset/voicelab_cbiz_testset_20220322.dvc
new file mode 100644
index 0000000000000000000000000000000000000000..f62672385124a534bb24849b3ba5ba6d005b4746
--- /dev/null
+++ b/experiment_data/dataset/voicelab_cbiz_testset_20220322.dvc
@@ -0,0 +1,5 @@
+outs:
+- md5: 3c2b18e1f1f89e4c5ad7b254e472b25e.dir
+ size: 4803739404
+ nfiles: 1600
+ path: voicelab_cbiz_testset_20220322
diff --git a/mypy.ini b/mypy.ini
index 754ff4f419b37e74f1b15b5155b3454c7744101a..62368d74a698eaaa281c6f96390fb0f07893aea6 100644
--- a/mypy.ini
+++ b/mypy.ini
@@ -4,6 +4,9 @@ ignore_missing_imports = True
[mypy-tensorflow.*]
ignore_missing_imports = True
+[mypy-minio.*]
+ignore_missing_imports = True
+
[mypy-srsly.*]
ignore_missing_imports = True
diff --git a/sziszapangma/integration/__pycache__/path_filter.cpython-38.pyc b/sziszapangma/integration/__pycache__/path_filter.cpython-38.pyc
index fe1989427f54e3a4261b6c2ebc65b4bd8629ce56..00df4512cd39cb98d7bd4067804d61f5e062d4f4 100644
Binary files a/sziszapangma/integration/__pycache__/path_filter.cpython-38.pyc and b/sziszapangma/integration/__pycache__/path_filter.cpython-38.pyc differ
diff --git a/sziszapangma/integration/asr_processor.py b/sziszapangma/integration/asr_processor.py
index 416baf243b5e7c98018fd5c7ab90312f0f30c303..56a8786b56e78adb5cb2942a2615cd8677be4ea6 100644
--- a/sziszapangma/integration/asr_processor.py
+++ b/sziszapangma/integration/asr_processor.py
@@ -37,7 +37,7 @@ class AsrWebClient(AsrProcessor):
)
res = requests.post(self._url, files=files, headers=headers, timeout=600)
json_response = res.json()
- print(f'asr processing result {json_response}')
+ print(f"asr processing result {json_response}")
return json_response
@@ -45,11 +45,18 @@ class AsrPathCacheClient(AsrProcessor):
cache_path: str
path_to_id: Dict[str, str]
- def __init__(self, cache_path: str, record_iterator: RecordIdIterator, record_path_provider: RecordPathProvider):
+ def __init__(
+ self,
+ cache_path: str,
+ record_iterator: RecordIdIterator,
+ record_path_provider: RecordPathProvider,
+ ):
super(AsrPathCacheClient, self).__init__()
self._cache_path = cache_path
- self.path_to_id = {record_path_provider.get_path(it): it for it in record_iterator.get_all_records()}
+ self.path_to_id = {
+ record_path_provider.get_path(it): it for it in record_iterator.get_all_records()
+ }
def call_recognise(self, file_path: str) -> Dict[str, Any]:
- path = Path(self._cache_path).joinpath(f'{self.path_to_id[file_path]}.json')
- return json.load(open(path, 'r'))
+ path = Path(self._cache_path).joinpath(f"{self.path_to_id[file_path]}.json")
+ return json.load(open(path, "r"))
diff --git a/sziszapangma/integration/experiment_manager.py b/sziszapangma/integration/experiment_manager.py
index 7732d7ca0a385a50208a24599eb4c8fd43f7f1fd..5ecd58f4f11a9965958e91a4135532f393f9a9ed 100644
--- a/sziszapangma/integration/experiment_manager.py
+++ b/sziszapangma/integration/experiment_manager.py
@@ -18,7 +18,7 @@ class ExperimentManager:
experiment_repository: ExperimentRepository,
record_id_iterator: RecordIdIterator,
processing_tasks: List[ProcessingTask],
- relation_manager_provider: RelationManagerProvider
+ relation_manager_provider: RelationManagerProvider,
):
self._experiment_repository = experiment_repository
self._record_id_iterator = record_id_iterator
diff --git a/sziszapangma/integration/path_filter.py b/sziszapangma/integration/path_filter.py
index 3053335d5d8aec049b0b008af7414ff926b9bf16..a5e55f90c90db25a564e94a982edd39af8ec2161 100644
--- a/sziszapangma/integration/path_filter.py
+++ b/sziszapangma/integration/path_filter.py
@@ -34,6 +34,6 @@ class ExtensionPathFilter(PathFilter):
"""
Implementation of searching files with extension.
"""
- path_generator = Path(self._root_directory).glob(f"LUNA.PL/**/*.{self._extension}")
+ path_generator = Path(self._root_directory).glob(f"**/*.{self._extension}")
all_files = [str(it) for it in path_generator]
return all_files if self._files_limit is None else all_files[: self._files_limit]
diff --git a/sziszapangma/integration/repository/file_experiment_repository.py b/sziszapangma/integration/repository/file_experiment_repository.py
index a528aad9e7c0f96214de0229e259522c4937a24a..6f8c658d92dc3548aaf40652b7d6ff2d2a09351b 100644
--- a/sziszapangma/integration/repository/file_experiment_repository.py
+++ b/sziszapangma/integration/repository/file_experiment_repository.py
@@ -2,8 +2,6 @@ import json
import os
from typing import Any, Dict, Optional, Set
-import pandas as pd
-
from sziszapangma.integration.repository.experiment_repository import ExperimentRepository
diff --git a/sziszapangma/integration/repository/minio_experiment_repository.py b/sziszapangma/integration/repository/minio_experiment_repository.py
index 6d53f3a19c77989ff1fe9a71165ef9cf0e81affa..fef1689875371825f3a3d6b402dbb10b96791def 100644
--- a/sziszapangma/integration/repository/minio_experiment_repository.py
+++ b/sziszapangma/integration/repository/minio_experiment_repository.py
@@ -1,6 +1,6 @@
import io
import json
-from typing import Any, Optional, Set
+from typing import Any, List, Optional, Set
from minio import Minio
@@ -28,10 +28,11 @@ class MinioExperimentRepository(ExperimentRepository):
def update_property_for_key(self, record_id: str, property_name: str, property_value: Any):
path = self._get_file_path(property_name, record_id)
- content_bytes = json.dumps(property_value).encode('utf-8')
+ content_bytes = json.dumps(property_value).encode("utf-8")
print(self._bucket_name, path)
- self._client.put_object(self._bucket_name, path, io.BytesIO(content_bytes),
- len(content_bytes))
+ self._client.put_object(
+ self._bucket_name, path, io.BytesIO(content_bytes), len(content_bytes)
+ )
def delete_property_for_key(self, record_id: str, property_name: str):
path = self._get_file_path(property_name, record_id)
@@ -40,24 +41,32 @@ class MinioExperimentRepository(ExperimentRepository):
def get_property_for_key(self, record_id: str, property_name: str) -> Optional[Any]:
if self.property_exists(record_id, property_name):
path = self._get_file_path(property_name, record_id)
- json_content = self._client.get_object(self._bucket_name, path).read().decode('utf-8')
+ json_content = self._client.get_object(self._bucket_name, path).read().decode("utf-8")
return json.loads(json_content)
else:
return None
def get_all_record_ids(self) -> Set[str]:
- ids = []
+ ids: List[str] = []
for property_name in self.get_all_properties():
- path = f'{self._root_path}{self._experiment_name}/{property_name}/'
- property_ids = set([obj.object_name.split('/')[-1].replace('.json', '') for obj in
- self._client.list_objects(self._bucket_name, path)])
+ path = f"{self._root_path}{self._experiment_name}/{property_name}/"
+ property_ids = set(
+ [
+ obj.object_name.split("/")[-1].replace(".json", "")
+ for obj in self._client.list_objects(self._bucket_name, path)
+ ]
+ )
ids.extend(property_ids)
return set(ids)
def get_all_properties(self) -> Set[str]:
- experiment_path = f'{self._root_path}{self._experiment_name}/'
- return set([obj.object_name.split('/')[-1] for obj in
- self._client.list_objects(self._bucket_name, experiment_path)])
+ experiment_path = f"{self._root_path}{self._experiment_name}/"
+ return set(
+ [
+ obj.object_name.split("/")[-1]
+ for obj in self._client.list_objects(self._bucket_name, experiment_path)
+ ]
+ )
def _get_file_path(self, property_name: str, record_id: str) -> str:
- return f'{self._root_path}{self._experiment_name}/{property_name}/{record_id}.json'
+ return f"{self._root_path}{self._experiment_name}/{property_name}/{record_id}.json"
diff --git a/sziszapangma/integration/repository/multi_files_experiment_repository.py b/sziszapangma/integration/repository/multi_files_experiment_repository.py
index c6b5a23e8194cafaaa28e406eaf0122e9fdc4ff8..3d18f930ba1ec129a94f28837163b53d207dbfbf 100644
--- a/sziszapangma/integration/repository/multi_files_experiment_repository.py
+++ b/sziszapangma/integration/repository/multi_files_experiment_repository.py
@@ -1,6 +1,6 @@
import json
from pathlib import Path
-from typing import Any, Optional, Set
+from typing import Any, List, Optional, Set
from sziszapangma.integration.repository.experiment_repository import ExperimentRepository
@@ -24,7 +24,7 @@ class MultiFilesExperimentRepository(ExperimentRepository):
def update_property_for_key(self, record_id: str, property_name: str, property_value: Any):
path = self._get_file_path(property_name, record_id)
path.parent.mkdir(parents=True, exist_ok=True)
- json.dump(property_value, open(path, 'w'))
+ json.dump(property_value, open(path, "w"))
def delete_property_for_key(self, record_id: str, property_name: str):
self._get_file_path(property_name, record_id).unlink()
@@ -32,16 +32,17 @@ class MultiFilesExperimentRepository(ExperimentRepository):
def get_property_for_key(self, record_id: str, property_name: str) -> Optional[Any]:
if self.property_exists(record_id, property_name):
path = self._get_file_path(property_name, record_id)
- return json.load(open(path, 'r'))
+ return json.load(open(path, "r"))
else:
return None
def get_all_record_ids(self) -> Set[str]:
- ids = []
+ ids: List[str] = []
for property_name in self.get_all_properties():
- path = Path(self._root_directory).joinpath(self._experiment_name)\
- .joinpath(property_name)
- property_ids = set([children.name.replace('.json', '') for children in path.iterdir()])
+ path = (
+ Path(self._root_directory).joinpath(self._experiment_name).joinpath(property_name)
+ )
+ property_ids = set([children.name.replace(".json", "") for children in path.iterdir()])
ids.extend(property_ids)
return set(ids)
@@ -49,13 +50,10 @@ class MultiFilesExperimentRepository(ExperimentRepository):
experiment_path = Path(self._root_directory).joinpath(self._experiment_name)
return set([it.name for it in experiment_path.iterdir()])
-
def _get_file_path(self, property_name: str, record_id: str) -> Path:
- return Path(self._root_directory) \
- .joinpath(self._experiment_name) \
- .joinpath(property_name) \
- .joinpath(f'{record_id}.json')
-
-
-if __name__ == '__main__':
- print(list(Path('./').iterdir()))
+ return (
+ Path(self._root_directory)
+ .joinpath(self._experiment_name)
+ .joinpath(property_name)
+ .joinpath(f"{record_id}.json")
+ )
diff --git a/sziszapangma/integration/repository/multiple_experiment_repository.py b/sziszapangma/integration/repository/multiple_experiment_repository.py
index b8e1d352f2b7cbb57f877ae5e4575460fd15175c..da43fe3938d64edce1f9a5d361153dac4f0addbd 100644
--- a/sziszapangma/integration/repository/multiple_experiment_repository.py
+++ b/sziszapangma/integration/repository/multiple_experiment_repository.py
@@ -1,4 +1,4 @@
-from typing import Any, Optional, Set, List
+from typing import Any, List, Optional, Set
from sziszapangma.integration.repository.experiment_repository import ExperimentRepository
diff --git a/sziszapangma/integration/task/gold_transcript_task.py b/sziszapangma/integration/task/gold_transcript_task.py
index d4cc6ba27c88db08393490528180cacf230d8e25..c8f547bdc106c0c5bfa62a0bcb8d8a8c3931aef2 100644
--- a/sziszapangma/integration/task/gold_transcript_task.py
+++ b/sziszapangma/integration/task/gold_transcript_task.py
@@ -27,7 +27,12 @@ class GoldTranscriptTask(ProcessingTask):
is not None
)
- def run_single_process(self, record_id: str, experiment_repository: ExperimentRepository, relation_manager: RelationManager,):
+ def run_single_process(
+ self,
+ record_id: str,
+ experiment_repository: ExperimentRepository,
+ relation_manager: RelationManager,
+ ):
experiment_repository.update_property_for_key(
record_id,
self._gold_transcript_property_name,
diff --git a/sziszapangma/model/relation_manager.py b/sziszapangma/model/relation_manager.py
index 64a742deb4f878525792fbb7a0ebb81cc138cacd..1360aa683d2ee7144f7a44d0485447cede5f88aa 100644
--- a/sziszapangma/model/relation_manager.py
+++ b/sziszapangma/model/relation_manager.py
@@ -114,4 +114,3 @@ class FileRelationManager(RelationManager):
def clear_all(self) -> None:
self.items_dict.clear()
self.relations_dataframe = self.relations_dataframe[0:0]
-