From c67a89c30cb26c5d39f1d6664d2420ff935eccd6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Marcin=20W=C4=85troba?= <markowanga@gmail.com> Date: Wed, 27 Apr 2022 19:00:25 +0200 Subject: [PATCH] Finish processing luna --- dvc.lock | 31 +- dvc.yaml | 31 +- experiment/luna/pipeline/luna_main.py | 3 +- experiment_data/pipeline/.gitignore | 1 + poetry.lock | 443 +++++++++++++++++- pyproject.toml | 1 + .../__pycache__/__init__.cpython-38.pyc | Bin 307 -> 306 bytes .../core/__pycache__/__init__.cpython-38.pyc | Bin 167 -> 163 bytes .../__pycache__/__init__.cpython-38.pyc | Bin 179 -> 175 bytes .../embedding_transformer.cpython-38.pyc | Bin 947 -> 946 bytes .../wer/__pycache__/__init__.cpython-38.pyc | Bin 171 -> 167 bytes .../__pycache__/wer_calculator.cpython-38.pyc | Bin 2274 -> 2273 bytes .../__pycache__/__init__.cpython-38.pyc | Bin 174 -> 170 bytes .../__pycache__/asr_processor.cpython-38.pyc | Bin 2207 -> 2855 bytes .../experiment_manager.cpython-38.pyc | Bin 1362 -> 1361 bytes .../gold_transcript_processor.cpython-38.pyc | Bin 837 -> 836 bytes .../__pycache__/path_filter.cpython-38.pyc | Bin 1966 -> 1965 bytes .../record_id_iterator.cpython-38.pyc | Bin 1304 -> 1303 bytes .../record_path_provider.cpython-38.pyc | Bin 587 -> 583 bytes sziszapangma/integration/asr_processor.py | 23 +- .../__pycache__/__init__.cpython-38.pyc | Bin 185 -> 181 bytes .../experiment_repository.cpython-38.pyc | Bin 2151 -> 2150 bytes .../task/__pycache__/__init__.cpython-38.pyc | Bin 179 -> 175 bytes .../task/__pycache__/asr_task.cpython-38.pyc | Bin 2149 -> 2148 bytes .../classic_wer_metric_task.cpython-38.pyc | Bin 3429 -> 3428 bytes .../processing_task.cpython-38.pyc | Bin 2207 -> 2206 bytes 26 files changed, 496 insertions(+), 37 deletions(-) create mode 100644 experiment_data/pipeline/.gitignore diff --git a/dvc.lock b/dvc.lock index 96eddc5..f611d3c 100644 --- a/dvc.lock +++ b/dvc.lock @@ -4,14 +4,35 @@ stages: cmd: PYTHONPATH=. python experiment/luna/import_dataset/import_luna.py deps: - path: experiment/luna/import_dataset/import_luna.py - md5: d938162187616f7e7390983ecb9e120b - size: 8269 + md5: f40adccbf0b51094a71b876c9ccad751 + size: 8265 - path: experiment_data/dataset/LUNA.PL md5: d342155b1871e881797cf7da09d5dc3c.dir size: 1578358645 nfiles: 4500 outs: - path: experiment_data/dataset_relation_manager_data/luna - md5: c68722cc69375259a4d1a4b6a2bd4dc3.dir - size: 3016826 - nfiles: 10 + md5: 773f92667e16efd915ec6384d06aa4fb.dir + size: 229007155 + nfiles: 1000 + luna_main_pipeline: + cmd: "PYTHONPATH=. python -m spacy download pl_core_news_lg\nPYTHONPATH=. python\ + \ experiment/luna/pipeline/luna_main.py\n" + deps: + - path: experiment_data/cached_asr/luna_techmo + md5: 033ea7b5434dded73bf869bfdd299462.dir + size: 4256479 + nfiles: 500 + - path: experiment_data/dataset/LUNA.PL + md5: d342155b1871e881797cf7da09d5dc3c.dir + size: 1578358645 + nfiles: 4500 + - path: experiment_data/dataset_relation_manager_data/luna + md5: 773f92667e16efd915ec6384d06aa4fb.dir + size: 229007155 + nfiles: 1000 + outs: + - path: experiment_data/pipeline/asr_benchmark_luna + md5: 2e334734387ab4579b7b5269d5029e81.dir + size: 71627685 + nfiles: 4000 diff --git a/dvc.yaml b/dvc.yaml index ef4354e..7fae901 100644 --- a/dvc.yaml +++ b/dvc.yaml @@ -1,17 +1,20 @@ stages: - import_luna_to_common_format: - cmd: PYTHONPATH=. python experiment/luna/import_dataset/import_luna.py - deps: - - experiment/luna/import_dataset/import_luna.py - - experiment_data/dataset/LUNA.PL - outs: - - experiment_data/dataset_relation_manager_data/luna + import_luna_to_common_format: + cmd: PYTHONPATH=. python experiment/luna/import_dataset/import_luna.py + deps: + - experiment/luna/import_dataset/import_luna.py + - experiment_data/dataset/LUNA.PL + outs: + - experiment_data/dataset_relation_manager_data/luna -# luna_main_pipeline: -# cmd: PYTHONPATH=. python experiment/luna/pipeline/luna_main.py -# deps: -# - experiment_data/dataset_relation_manager_data/luna -# - experiment_data/dataset/LUNA.PL -# outs: -# - experiment_data/pipeline/luna + luna_main_pipeline: + cmd: | + PYTHONPATH=. python -m spacy download pl_core_news_lg + PYTHONPATH=. python experiment/luna/pipeline/luna_main.py + deps: + - 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 diff --git a/experiment/luna/pipeline/luna_main.py b/experiment/luna/pipeline/luna_main.py index 7b6b719..cc556e7 100644 --- a/experiment/luna/pipeline/luna_main.py +++ b/experiment/luna/pipeline/luna_main.py @@ -47,7 +47,8 @@ def run_luna_experiment(experiment_repository: ExperimentRepository): AsrTask( task_name='techmo_polish_task', # asr_processor=AsrWebClient('http://192.168.0.124:4999/process_asr', 'test1234'), - asr_processor=AsrPathCacheClient(), + asr_processor=AsrPathCacheClient('experiment_data/cached_asr/luna_techmo', record_provider, + record_provider), asr_property_name=TECHMO_POLISH_ASR, require_update=False, record_path_provider=record_provider diff --git a/experiment_data/pipeline/.gitignore b/experiment_data/pipeline/.gitignore new file mode 100644 index 0000000..03b97ac --- /dev/null +++ b/experiment_data/pipeline/.gitignore @@ -0,0 +1 @@ +/asr_benchmark_luna diff --git a/poetry.lock b/poetry.lock index 6eeb9b4..990acb4 100644 --- a/poetry.lock +++ b/poetry.lock @@ -156,6 +156,17 @@ typing-extensions = ">=3.7.4" colorama = ["colorama (>=0.4.3)"] d = ["aiohttp (>=3.3.2)", "aiohttp-cors"] +[[package]] +name = "blis" +version = "0.7.7" +description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension." +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +numpy = ">=1.15.0" + [[package]] name = "boto3" version = "1.21.21" @@ -188,6 +199,14 @@ urllib3 = ">=1.25.4,<1.27" [package.extras] crt = ["awscrt (==0.13.5)"] +[[package]] +name = "catalogue" +version = "2.0.7" +description = "Super lightweight function registries for your library" +category = "main" +optional = false +python-versions = ">=3.6" + [[package]] name = "certifi" version = "2021.10.8" @@ -278,6 +297,14 @@ sdist = ["setuptools_rust (>=0.11.4)"] ssh = ["bcrypt (>=3.1.5)"] test = ["pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pretend", "iso8601", "pytz", "hypothesis (>=1.11.4,!=3.79.2)"] +[[package]] +name = "cymem" +version = "2.0.6" +description = "Manage calls to calloc/free through Cython" +category = "main" +optional = false +python-versions = "*" + [[package]] name = "dictdiffer" version = "0.9.0" @@ -640,6 +667,17 @@ category = "main" optional = false python-versions = ">=3.7" +[[package]] +name = "langcodes" +version = "3.3.0" +description = "Tools for labeling human languages with IETF language tags" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.extras] +data = ["language-data (>=1.1,<2.0)"] + [[package]] name = "mailchecker" version = "4.1.16" @@ -684,6 +722,14 @@ category = "main" optional = false python-versions = ">=3.7" +[[package]] +name = "murmurhash" +version = "1.0.7" +description = "Cython bindings for MurmurHash" +category = "main" +optional = false +python-versions = "*" + [[package]] name = "mypy" version = "0.812" @@ -787,6 +833,24 @@ category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" +[[package]] +name = "pathy" +version = "0.6.1" +description = "pathlib.Path subclasses for local and cloud bucket storage" +category = "main" +optional = false +python-versions = ">= 3.6" + +[package.dependencies] +smart-open = ">=5.0.0,<6.0.0" +typer = ">=0.3.0,<1.0.0" + +[package.extras] +all = ["google-cloud-storage (>=1.26.0,<2.0.0)", "boto3", "pytest", "pytest-coverage", "mock", "typer-cli"] +gcs = ["google-cloud-storage (>=1.26.0,<2.0.0)"] +s3 = ["boto3"] +test = ["pytest", "pytest-coverage", "mock", "typer-cli"] + [[package]] name = "phonenumbers" version = "8.12.47" @@ -818,6 +882,18 @@ python-versions = ">=3.6,<4.0" pastel = ">=0.2.0,<0.3.0" tomlkit = ">=0.6.0,<1.0.0" +[[package]] +name = "preshed" +version = "3.0.6" +description = "Cython hash table that trusts the keys are pre-hashed" +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +cymem = ">=2.0.2,<2.1.0" +murmurhash = ">=0.28.0,<1.1.0" + [[package]] name = "psutil" version = "5.9.0" @@ -845,6 +921,21 @@ category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +[[package]] +name = "pydantic" +version = "1.8.2" +description = "Data validation and settings management using python 3.6 type hinting" +category = "main" +optional = false +python-versions = ">=3.6.1" + +[package.dependencies] +typing-extensions = ">=3.7.4.3" + +[package.extras] +dotenv = ["python-dotenv (>=0.10.4)"] +email = ["email-validator (>=1.0.3)"] + [[package]] name = "pydot" version = "1.4.2" @@ -1152,6 +1243,23 @@ category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" +[[package]] +name = "smart-open" +version = "5.2.1" +description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)" +category = "main" +optional = false +python-versions = ">=3.6,<4.0" + +[package.extras] +all = ["boto3", "google-cloud-storage", "azure-storage-blob", "azure-common", "azure-core", "requests"] +azure = ["azure-storage-blob", "azure-common", "azure-core"] +gcs = ["google-cloud-storage"] +http = ["requests"] +s3 = ["boto3"] +test = ["boto3", "google-cloud-storage", "azure-storage-blob", "azure-common", "azure-core", "requests", "moto[server] (==1.3.14)", "pathlib2", "responses", "paramiko", "parameterizedtestcase", "pytest", "pytest-rerunfailures"] +webhdfs = ["requests"] + [[package]] name = "smmap" version = "5.0.0" @@ -1160,6 +1268,89 @@ category = "main" optional = false python-versions = ">=3.6" +[[package]] +name = "spacy" +version = "3.2.4" +description = "Industrial-strength Natural Language Processing (NLP) in Python" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +blis = ">=0.4.0,<0.8.0" +catalogue = ">=2.0.6,<2.1.0" +click = "<8.1.0" +cymem = ">=2.0.2,<2.1.0" +jinja2 = "*" +langcodes = ">=3.2.0,<4.0.0" +murmurhash = ">=0.28.0,<1.1.0" +numpy = ">=1.15.0" +packaging = ">=20.0" +pathy = ">=0.3.5" +preshed = ">=3.0.2,<3.1.0" +pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.9.0" +requests = ">=2.13.0,<3.0.0" +spacy-legacy = ">=3.0.8,<3.1.0" +spacy-loggers = ">=1.0.0,<2.0.0" +srsly = ">=2.4.1,<3.0.0" +thinc = ">=8.0.12,<8.1.0" +tqdm = ">=4.38.0,<5.0.0" +typer = ">=0.3.0,<0.5.0" +wasabi = ">=0.8.1,<1.1.0" + +[package.extras] +apple = ["thinc-apple-ops (>=0.0.4,<1.0.0)"] +cuda = ["cupy (>=5.0.0b4,<11.0.0)"] +cuda100 = ["cupy-cuda100 (>=5.0.0b4,<11.0.0)"] 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+optional = false +python-versions = ">=3.6" + +[[package]] +name = "spacy-loggers" +version = "1.0.2" +description = "Logging utilities for SpaCy" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +wasabi = ">=0.8.1,<1.1.0" + +[[package]] +name = "srsly" +version = "2.4.3" +description = "Modern high-performance serialization utilities for Python" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +catalogue = ">=2.0.3,<2.1.0" + [[package]] name = "tabulate" version = "0.8.9" @@ -1179,6 +1370,45 @@ category = "main" optional = false python-versions = "*" +[[package]] +name = "thinc" +version = "8.0.15" +description = "A refreshing functional take on deep learning, compatible with your favorite libraries" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +blis = ">=0.4.0,<0.8.0" +catalogue = ">=2.0.4,<2.1.0" +cymem = ">=2.0.2,<2.1.0" +murmurhash = ">=1.0.2,<1.1.0" 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Easy to code. Based on Python type hints." +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +click = ">=7.1.1,<9.0.0" + +[package.extras] +all = ["colorama (>=0.4.3,<0.5.0)", "shellingham (>=1.3.0,<2.0.0)"] +dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)"] +doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mdx-include (>=1.4.1,<2.0.0)"] +test = ["shellingham (>=1.3.0,<2.0.0)", "pytest (>=4.4.0,<5.4.0)", "pytest-cov (>=2.10.0,<3.0.0)", "coverage (>=5.2,<6.0)", "pytest-xdist (>=1.32.0,<2.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "mypy (==0.910)", "black (>=22.3.0,<23.0.0)", "isort (>=5.0.6,<6.0.0)"] + [[package]] name = "typing-extensions" version = "3.10.0.2" @@ -1249,6 +1496,14 @@ category = "main" optional = false python-versions = "*" +[[package]] +name = "wasabi" +version = "0.9.1" +description = "A lightweight console printing and formatting toolkit" +category = "main" +optional = false +python-versions = "*" + 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sziszapangma.integration.record_id_iterator import RecordIdIterator +from sziszapangma.integration.record_path_provider import RecordPathProvider + class AsrProcessor(ABC): @abstractmethod @@ -38,19 +42,14 @@ class AsrWebClient(AsrProcessor): class AsrPathCacheClient(AsrProcessor): + cache_path: str + path_to_id: Dict[str, str] - def __init__(self): + 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()} def call_recognise(self, file_path: str) -> Dict[str, Any]: - # files = {"file": open(file_path, "rb")} - # headers = ( - # dict({"Authorization": f"Bearer {self._auth_token}"}) - # if self._auth_token is not None - # else dict() - # ) - # res = requests.post(self._url, files=files, headers=headers, timeout=600) - # json_response = res.json() - # 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