From a9555bb8e1abed5a4c92de15d8c9431869776c7e Mon Sep 17 00:00:00 2001 From: mrchtr Date: Fri, 23 Jun 2023 10:43:28 +0200 Subject: [PATCH 01/18] Draft language detection --- components/language_filter/Dockerfile | 18 ++++++ .../language_filter/fondant_component.yaml | 9 +++ components/language_filter/requirements.txt | 7 +++ components/language_filter/src/lid.176.ftz | Bin 0 -> 938013 bytes components/language_filter/src/main.py | 57 ++++++++++++++++++ 5 files changed, 91 insertions(+) create mode 100644 components/language_filter/Dockerfile create mode 100644 components/language_filter/fondant_component.yaml create mode 100644 components/language_filter/requirements.txt create mode 100644 components/language_filter/src/lid.176.ftz create mode 100644 components/language_filter/src/main.py diff --git a/components/language_filter/Dockerfile b/components/language_filter/Dockerfile new file mode 100644 index 000000000..605adc7e9 --- /dev/null +++ b/components/language_filter/Dockerfile @@ -0,0 +1,18 @@ +FROM --platform=linux/amd64 python:3.8-slim + +## System dependencies +RUN apt-get update && \ + apt-get upgrade -y && \ + apt-get install git -y + +# install requirements +COPY requirements.txt / +RUN pip3 install --no-cache-dir -r requirements.txt + +# Set the working directory to the component folder +WORKDIR /component/src + +# Copy over src-files +COPY src/ . + +ENTRYPOINT ["python", "main.py"] \ No newline at end of file diff --git a/components/language_filter/fondant_component.yaml b/components/language_filter/fondant_component.yaml new file mode 100644 index 000000000..d4eae2798 --- /dev/null +++ b/components/language_filter/fondant_component.yaml @@ -0,0 +1,9 @@ +name: PII redaction +description: A component that detects and redacts Personal Identifiable Information (PII) from code. +image: ghcr.io/ml6team/pii_redaction:latest + +consumes: + text: + fields: + content: + type: string \ No newline at end of file diff --git a/components/language_filter/requirements.txt b/components/language_filter/requirements.txt new file mode 100644 index 000000000..829d767a9 --- /dev/null +++ b/components/language_filter/requirements.txt @@ -0,0 +1,7 @@ +fondant +pyarrow>=7.0 +gcsfs==2023.4.0 +regex==2023.5.5 +detect_secrets==1.4.0 +gibberish_detector==0.1.1 +fasttext==0.9.2 \ No newline at end of file diff --git a/components/language_filter/src/lid.176.ftz b/components/language_filter/src/lid.176.ftz new file mode 100644 index 0000000000000000000000000000000000000000..1fb85b357b22f67f019567f0e7003f4d49bda7a0 GIT binary patch literal 938013 zcmZU+378yJ^}l~a6qH>MQ4mp%nK+SZ`OwV+84PD(cnIOn2 z`@RUWL)iDQ1p)z?AiGW!CF}_b2&ljp6j{{Yd#dlJhX3=Q=LyvNxz$_MUCuq{+*=Q9 zI%~&u&1^&deI@++>z5nHUxNJ~XvdterLDpL*W_P;e>+Ut;@#JG{m$MWZeccwe|MlA zed2}R=YO`|_5NS8J$6j@vj5xe8GjF672DU2`Du1&#fts;;famos8X;C2gfv^6xro# zjA|UGk+tlXy`foLv9m7uZg_EO7xZn`I38MTdmQtv#&IF8+Ew2T&>y9CN9V?kk~$x; z*Bcv!mn^Z3ri9}{F}9aC3DA*LZM`@BLhv{A(9j*W(K8z~h&Ma=!u1=+N7Q5MoD-l> 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rS}aLkY&CQU@j&(DOM}FaQtA@cMT`r5IiB|N_#gXx{GW~Y{|^5JY)liS literal 0 HcmV?d00001 diff --git a/components/language_filter/src/main.py b/components/language_filter/src/main.py new file mode 100644 index 000000000..448012a46 --- /dev/null +++ b/components/language_filter/src/main.py @@ -0,0 +1,57 @@ +"""A component that detects and redacts Personal Identifiable Information (PII) in code.""" +import logging + +import dask.dataframe as dd + +from fondant.component import DaskTransformComponent +from fondant.component_spec import ComponentSpec +from fondant.logger import configure_logging +from fondant.manifest import Manifest +import fasttext + +configure_logging() +logger = logging.getLogger(__name__) + + +class LanguageIdentification: + """Language identification wrapper""" + def __init__(self): + pretrained_lang_model_weight_path = "./lid.176.ftz" + self.model = fasttext.load_model(pretrained_lang_model_weight_path) + + def predict_lang(self, text): + predictions = self.model.predict(text, k=1) + return predictions + + def is_language(self, row, language): + return language in self.predict_lang(row["text"])[0][0] + +class LanguageFilterComponent(DaskTransformComponent): + """Component that detects and redacts PII from code.""" + + def transform( + self, + *, + dataframe: dd.DataFrame, + language: str, + ) -> dd.DataFrame: + """ + Args: + dataframe: Dask dataframe. + + Returns: + Dask dataframe + """ + + + # Create a boolean mask using the custom function + lang_detector = LanguageIdentification() + mask = dataframe.map_partitions(lambda df: df.apply(lambda row: lang_detector.is_language(row, language), axis=1), + meta=bool) + + # Filter the DataFrame using the mask + return dataframe[mask] + + +if __name__ == "__main__": + # component = LanguageFilterComponent.from_args() From 498f1033681dfff42bab0e4dd95ad2075d66579b Mon Sep 17 00:00:00 2001 From: mrchtr Date: Fri, 23 Jun 2023 13:48:22 +0200 Subject: [PATCH 02/18] Add language filter component unit test --- components/language_filter/README.md | 7 +++ components/language_filter/__init__.py | 0 .../language_filter/fondant_component.yaml | 15 ++++-- components/language_filter/requirements.txt | 5 +- components/language_filter/src/main.py | 49 ++++++++++++------- components/language_filter/tests/__init__.py | 0 .../tests/language_filter_component_test.py | 31 ++++++++++++ 7 files changed, 80 insertions(+), 27 deletions(-) create mode 100644 components/language_filter/README.md create mode 100644 components/language_filter/__init__.py create mode 100644 components/language_filter/tests/__init__.py create mode 100644 components/language_filter/tests/language_filter_component_test.py diff --git a/components/language_filter/README.md b/components/language_filter/README.md new file mode 100644 index 000000000..ba9bd4636 --- /dev/null +++ b/components/language_filter/README.md @@ -0,0 +1,7 @@ +# Language filter + +## Description +This component is based on the `TransformComponent` and is used to filter a dataframe based on language. +It allows you to remove rows that do not match the provided language, thus providing a way to focus +on specific languages within your data. + diff --git a/components/language_filter/__init__.py b/components/language_filter/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/components/language_filter/fondant_component.yaml b/components/language_filter/fondant_component.yaml index d4eae2798..845275b95 100644 --- a/components/language_filter/fondant_component.yaml +++ b/components/language_filter/fondant_component.yaml @@ -1,9 +1,14 @@ name: PII redaction -description: A component that detects and redacts Personal Identifiable Information (PII) from code. -image: ghcr.io/ml6team/pii_redaction:latest +description: A component that filter a provided dataframe based on the language. +image: ghcr.io/ml6team/language_filter:latest consumes: - text: + passages: fields: - content: - type: string \ No newline at end of file + text: + type: string + +args: + language: + description: A valid language code or identifier (e.g., "en", "fr", "de"). + type: string \ No newline at end of file diff --git a/components/language_filter/requirements.txt b/components/language_filter/requirements.txt index 829d767a9..7f4a589b9 100644 --- a/components/language_filter/requirements.txt +++ b/components/language_filter/requirements.txt @@ -1,7 +1,4 @@ fondant pyarrow>=7.0 -gcsfs==2023.4.0 -regex==2023.5.5 -detect_secrets==1.4.0 -gibberish_detector==0.1.1 +gcsfs==2023.4.00 fasttext==0.9.2 \ No newline at end of file diff --git a/components/language_filter/src/main.py b/components/language_filter/src/main.py index 448012a46..4118c1835 100644 --- a/components/language_filter/src/main.py +++ b/components/language_filter/src/main.py @@ -1,12 +1,8 @@ -"""A component that detects and redacts Personal Identifiable Information (PII) in code.""" +"""A component that filter a provided dataframe based on the language""" import logging - import dask.dataframe as dd - from fondant.component import DaskTransformComponent -from fondant.component_spec import ComponentSpec from fondant.logger import configure_logging -from fondant.manifest import Manifest import fasttext configure_logging() @@ -14,20 +10,37 @@ class LanguageIdentification: - """Language identification wrapper""" - def __init__(self): - pretrained_lang_model_weight_path = "./lid.176.ftz" + """A class for language detection using FastText.""" + + def __init__(self, model_path: str = "lid.176.ftz"): + """ + Initializes the LanguageDetect class. + + Args: + model_path (str): The path to the FastText language identification model. + """ + pretrained_lang_model_weight_path = model_path self.model = fasttext.load_model(pretrained_lang_model_weight_path) - def predict_lang(self, text): + def predict_lang(self, text: str): + """ + Detects the language of a text sequence. + + Args: + text (str): The text for language detection. + + Returns: + str: The predicted language label. + """ predictions = self.model.predict(text, k=1) - return predictions + return predictions[0][0] def is_language(self, row, language): - return language in self.predict_lang(row["text"])[0][0] + return language in self.predict_lang(row["text"]) + class LanguageFilterComponent(DaskTransformComponent): - """Component that detects and redacts PII from code.""" + """Component that filter columns based on provided language""" def transform( self, @@ -38,20 +51,20 @@ def transform( """ Args: dataframe: Dask dataframe. + language: Only keep text passages which are in the provided language Returns: Dask dataframe """ - - # Create a boolean mask using the custom function lang_detector = LanguageIdentification() - mask = dataframe.map_partitions(lambda df: df.apply(lambda row: lang_detector.is_language(row, language), axis=1), - meta=bool) + mask = dataframe.map_partitions( + lambda df: df.apply(lambda row: lang_detector.is_language(row, language), axis=1), + meta=bool) - # Filter the DataFrame using the mask return dataframe[mask] if __name__ == "__main__": - # component = LanguageFilterComponent.from_args() + component = LanguageFilterComponent.from_args() + component.run() diff --git a/components/language_filter/tests/__init__.py b/components/language_filter/tests/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/components/language_filter/tests/language_filter_component_test.py b/components/language_filter/tests/language_filter_component_test.py new file mode 100644 index 000000000..d63111e7b --- /dev/null +++ b/components/language_filter/tests/language_filter_component_test.py @@ -0,0 +1,31 @@ +import pandas as pd +from components.language_filter.src.main import LanguageFilterComponent +from fondant.component_spec import ComponentSpec +from dask.dataframe import from_pandas + + +def test_run_component_test(): + """Test language filter component""" + + # Given: Dataframe with text in different languages + data = [{"text": "Das hier ist ein Satz in deutscher Sprache"}, {"text": "This is a sentence in English"}, + {"text": "Dit is een zin in het Nederlands"}] + df = pd.DataFrame(data) + ddf = from_pandas(df, npartitions=1) + + # When: The language filter component proceed the dataframe + # and filter out all entries which are not written in german + spec = ComponentSpec.from_file("../fondant_component.yaml") + + component = LanguageFilterComponent(spec, input_manifest_path="./dummy_input_manifest.json", + output_manifest_path="./dummy_input_manifest.json", + metadata={}, + user_arguments={"language": "de"} + ) + + ddf = component.transform(dataframe=ddf, **component.user_arguments) + + # Then: dataframe only contains one german row + df = ddf.compute() + assert len(df) == 1 + assert df.loc[0]["text"] == "Das hier ist ein Satz in deutscher Sprache" From 65d4e28b0ea1d1827641f81b795ec390b746041c Mon Sep 17 00:00:00 2001 From: mrchtr Date: Fri, 23 Jun 2023 13:50:38 +0200 Subject: [PATCH 03/18] Fix typings --- components/language_filter/fondant_component.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/components/language_filter/fondant_component.yaml b/components/language_filter/fondant_component.yaml index 845275b95..d59fd6cca 100644 --- a/components/language_filter/fondant_component.yaml +++ b/components/language_filter/fondant_component.yaml @@ -1,4 +1,4 @@ -name: PII redaction +name: Language filter description: A component that filter a provided dataframe based on the language. image: ghcr.io/ml6team/language_filter:latest From 0f9159d0595a27710c71e99bc22cc208c5aa0a06 Mon Sep 17 00:00:00 2001 From: mrchtr Date: Mon, 26 Jun 2023 13:27:32 +0200 Subject: [PATCH 04/18] Use PandasTransformComponent instead of DaskTransformComponent --- .../language_filter/fondant_component.yaml | 2 +- components/language_filter/src/main.py | 41 +++++++++--------- components/language_filter/tests/__init__.py | 0 .../tests/language_filter_component_test.py | 42 ++++++++++++++----- 4 files changed, 55 insertions(+), 30 deletions(-) delete mode 100644 components/language_filter/tests/__init__.py diff --git a/components/language_filter/fondant_component.yaml b/components/language_filter/fondant_component.yaml index d59fd6cca..a30cba1df 100644 --- a/components/language_filter/fondant_component.yaml +++ b/components/language_filter/fondant_component.yaml @@ -11,4 +11,4 @@ consumes: args: language: description: A valid language code or identifier (e.g., "en", "fr", "de"). - type: string \ No newline at end of file + type: str \ No newline at end of file diff --git a/components/language_filter/src/main.py b/components/language_filter/src/main.py index 4118c1835..dbf883b09 100644 --- a/components/language_filter/src/main.py +++ b/components/language_filter/src/main.py @@ -1,9 +1,11 @@ -"""A component that filter a provided dataframe based on the language""" +"""A component that filter a provided dataframe based on the language.""" import logging -import dask.dataframe as dd -from fondant.component import DaskTransformComponent -from fondant.logger import configure_logging + import fasttext +import pandas as pd + +from fondant.component import PandasTransformComponent +from fondant.logger import configure_logging configure_logging() logger = logging.getLogger(__name__) @@ -14,11 +16,11 @@ class LanguageIdentification: def __init__(self, model_path: str = "lid.176.ftz"): """ - Initializes the LanguageDetect class. + Initializes the LanguageDetect class. - Args: + Args: model_path (str): The path to the FastText language identification model. - """ + """ pretrained_lang_model_weight_path = model_path self.model = fasttext.load_model(pretrained_lang_model_weight_path) @@ -36,31 +38,32 @@ def predict_lang(self, text: str): return predictions[0][0] def is_language(self, row, language): + """Predict if text of a row is written in the defined language.""" return language in self.predict_lang(row["text"]) -class LanguageFilterComponent(DaskTransformComponent): - """Component that filter columns based on provided language""" +class LanguageFilterComponent(PandasTransformComponent): + """Component that filter columns based on provided language.""" + + def setup(self, *args, **kwargs): + """Setup language filter component.""" + self.lang_detector = LanguageIdentification() def transform( self, - *, - dataframe: dd.DataFrame, - language: str, - ) -> dd.DataFrame: + dataframe: pd.DataFrame + ) -> pd.DataFrame: """ Args: dataframe: Dask dataframe. - language: Only keep text passages which are in the provided language + language: Only keep text passages which are in the provided language. Returns: Dask dataframe """ - - lang_detector = LanguageIdentification() - mask = dataframe.map_partitions( - lambda df: df.apply(lambda row: lang_detector.is_language(row, language), axis=1), - meta=bool) + language = self.user_arguments["language"] + mask = dataframe.apply( + lambda row: self.lang_detector.is_language(row, language), axis=1) return dataframe[mask] diff --git a/components/language_filter/tests/__init__.py b/components/language_filter/tests/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/components/language_filter/tests/language_filter_component_test.py b/components/language_filter/tests/language_filter_component_test.py index d63111e7b..24811b7fb 100644 --- a/components/language_filter/tests/language_filter_component_test.py +++ b/components/language_filter/tests/language_filter_component_test.py @@ -1,17 +1,16 @@ +"""Unit test for language filter component""" import pandas as pd from components.language_filter.src.main import LanguageFilterComponent from fondant.component_spec import ComponentSpec -from dask.dataframe import from_pandas def test_run_component_test(): - """Test language filter component""" - + """Test language filter component.""" # Given: Dataframe with text in different languages - data = [{"text": "Das hier ist ein Satz in deutscher Sprache"}, {"text": "This is a sentence in English"}, + data = [{"text": "Das hier ist ein Satz in deutscher Sprache"}, + {"text": "This is a sentence in English"}, {"text": "Dit is een zin in het Nederlands"}] - df = pd.DataFrame(data) - ddf = from_pandas(df, npartitions=1) + dataframe = pd.DataFrame(data) # When: The language filter component proceed the dataframe # and filter out all entries which are not written in german @@ -23,9 +22,32 @@ def test_run_component_test(): user_arguments={"language": "de"} ) - ddf = component.transform(dataframe=ddf, **component.user_arguments) + dataframe = component.transform(dataframe=dataframe) # Then: dataframe only contains one german row - df = ddf.compute() - assert len(df) == 1 - assert df.loc[0]["text"] == "Das hier ist ein Satz in deutscher Sprache" + dataframe = dataframe.compute() + assert len(dataframe) == 1 + assert dataframe.loc[0]["text"] == "Das hier ist ein Satz in deutscher Sprache" + +def test_run_component_test_filter_out_all(): + """Test language filter component.""" + # Given: Dataframe with text in different languages + data = [{"text": "Das hier ist ein Satz in deutscher Sprache"}, + {"text": "This is a sentence in English"}, + {"text": "Dit is een zin in het Nederlands"}] + dataframe = pd.DataFrame(data) + + # When: The language filter component proceed the dataframe + # and filter out all entries which are not written in french + spec = ComponentSpec.from_file("../fondant_component.yaml") + + component = LanguageFilterComponent(spec, input_manifest_path="./dummy_input_manifest.json", + output_manifest_path="./dummy_input_manifest.json", + metadata={}, + user_arguments={"language": "fr"} + ) + + dataframe = component.transform(dataframe=dataframe) + + # Then: dataframe should contain no rows anymore + assert len(dataframe) == 0 From 141c1f82475697b98a81bf05d29bfb158d67fb38 Mon Sep 17 00:00:00 2001 From: mrchtr Date: Mon, 26 Jun 2023 13:34:16 +0200 Subject: [PATCH 05/18] Update component spec and test cases --- components/language_filter/fondant_component.yaml | 4 ++-- .../language_filter/tests/language_filter_component_test.py | 5 ++--- 2 files changed, 4 insertions(+), 5 deletions(-) diff --git a/components/language_filter/fondant_component.yaml b/components/language_filter/fondant_component.yaml index a30cba1df..64f3b57d4 100644 --- a/components/language_filter/fondant_component.yaml +++ b/components/language_filter/fondant_component.yaml @@ -3,9 +3,9 @@ description: A component that filter a provided dataframe based on the language. image: ghcr.io/ml6team/language_filter:latest consumes: - passages: + text: fields: - text: + data: type: string args: diff --git a/components/language_filter/tests/language_filter_component_test.py b/components/language_filter/tests/language_filter_component_test.py index 24811b7fb..2e3d938e0 100644 --- a/components/language_filter/tests/language_filter_component_test.py +++ b/components/language_filter/tests/language_filter_component_test.py @@ -21,11 +21,10 @@ def test_run_component_test(): metadata={}, user_arguments={"language": "de"} ) - + component.setup() dataframe = component.transform(dataframe=dataframe) # Then: dataframe only contains one german row - dataframe = dataframe.compute() assert len(dataframe) == 1 assert dataframe.loc[0]["text"] == "Das hier ist ein Satz in deutscher Sprache" @@ -46,7 +45,7 @@ def test_run_component_test_filter_out_all(): metadata={}, user_arguments={"language": "fr"} ) - + component.setup() dataframe = component.transform(dataframe=dataframe) # Then: dataframe should contain no rows anymore From b9caff56166ed9b27c75888f93e40fdb11085912 Mon Sep 17 00:00:00 2001 From: mrchtr Date: Mon, 26 Jun 2023 13:42:26 +0200 Subject: [PATCH 06/18] Apply ruff fix --- .../language_filter/tests/language_filter_component_test.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/components/language_filter/tests/language_filter_component_test.py b/components/language_filter/tests/language_filter_component_test.py index 2e3d938e0..bfaf21054 100644 --- a/components/language_filter/tests/language_filter_component_test.py +++ b/components/language_filter/tests/language_filter_component_test.py @@ -1,5 +1,6 @@ -"""Unit test for language filter component""" +"""Unit test for language filter component.""" import pandas as pd + from components.language_filter.src.main import LanguageFilterComponent from fondant.component_spec import ComponentSpec @@ -28,6 +29,7 @@ def test_run_component_test(): assert len(dataframe) == 1 assert dataframe.loc[0]["text"] == "Das hier ist ein Satz in deutscher Sprache" + def test_run_component_test_filter_out_all(): """Test language filter component.""" # Given: Dataframe with text in different languages From eb348ed2441a3857404d238176f06074bae5e37f Mon Sep 17 00:00:00 2001 From: mrchtr Date: Tue, 27 Jun 2023 09:05:33 +0200 Subject: [PATCH 07/18] Fix fasttext dependencies --- components/language_filter/requirements.txt | 2 +- components/language_filter/src/main.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/components/language_filter/requirements.txt b/components/language_filter/requirements.txt index 7f4a589b9..b6dbf3ae6 100644 --- a/components/language_filter/requirements.txt +++ b/components/language_filter/requirements.txt @@ -1,4 +1,4 @@ fondant pyarrow>=7.0 gcsfs==2023.4.00 -fasttext==0.9.2 \ No newline at end of file +fasttext-wheel==0.9.2 \ No newline at end of file diff --git a/components/language_filter/src/main.py b/components/language_filter/src/main.py index dbf883b09..caf82417a 100644 --- a/components/language_filter/src/main.py +++ b/components/language_filter/src/main.py @@ -55,11 +55,11 @@ def transform( ) -> pd.DataFrame: """ Args: - dataframe: Dask dataframe. + dataframe: Pandas dataframe. language: Only keep text passages which are in the provided language. Returns: - Dask dataframe + Pandas dataframe """ language = self.user_arguments["language"] mask = dataframe.apply( From 6eeea7462daab33f343ad36c24fa04510b4702b4 Mon Sep 17 00:00:00 2001 From: Matthias Richter Date: Thu, 29 Jun 2023 13:18:10 +0200 Subject: [PATCH 08/18] Update components/language_filter/fondant_component.yaml Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> --- components/language_filter/fondant_component.yaml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/components/language_filter/fondant_component.yaml b/components/language_filter/fondant_component.yaml index 64f3b57d4..82d321fda 100644 --- a/components/language_filter/fondant_component.yaml +++ b/components/language_filter/fondant_component.yaml @@ -1,6 +1,6 @@ -name: Language filter -description: A component that filter a provided dataframe based on the language. -image: ghcr.io/ml6team/language_filter:latest +name: Filter languages +description: A component that filters text based on the language. +image: ghcr.io/ml6team/filter_language:latest consumes: text: From 3ec6e5fdd471ebcab7531a5321758464b84c7a6e Mon Sep 17 00:00:00 2001 From: Matthias Richter Date: Thu, 29 Jun 2023 13:18:27 +0200 Subject: [PATCH 09/18] Update components/language_filter/src/main.py Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> --- components/language_filter/src/main.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/components/language_filter/src/main.py b/components/language_filter/src/main.py index caf82417a..af7e09e70 100644 --- a/components/language_filter/src/main.py +++ b/components/language_filter/src/main.py @@ -1,4 +1,4 @@ -"""A component that filter a provided dataframe based on the language.""" +"""A component that filters text based on the language.""" import logging import fasttext From 25979dff231394b71d18ef19e2040414cf9ce0c4 Mon Sep 17 00:00:00 2001 From: mrchtr Date: Thu, 29 Jun 2023 13:21:44 +0200 Subject: [PATCH 10/18] Addressing comments --- components/language_filter/src/main.py | 21 ++++++++++----------- 1 file changed, 10 insertions(+), 11 deletions(-) diff --git a/components/language_filter/src/main.py b/components/language_filter/src/main.py index af7e09e70..39d90e623 100644 --- a/components/language_filter/src/main.py +++ b/components/language_filter/src/main.py @@ -14,14 +14,16 @@ class LanguageIdentification: """A class for language detection using FastText.""" - def __init__(self, model_path: str = "lid.176.ftz"): + def __init__(self, language, model_path: str = "lid.176.ftz"): """ Initializes the LanguageDetect class. Args: + language (str): language to filter on model_path (str): The path to the FastText language identification model. """ pretrained_lang_model_weight_path = model_path + self.language = language self.model = fasttext.load_model(pretrained_lang_model_weight_path) def predict_lang(self, text: str): @@ -37,22 +39,20 @@ def predict_lang(self, text: str): predictions = self.model.predict(text, k=1) return predictions[0][0] - def is_language(self, row, language): + def is_language(self, row): """Predict if text of a row is written in the defined language.""" - return language in self.predict_lang(row["text"]) + return self.language in self.predict_lang(row["text"]) class LanguageFilterComponent(PandasTransformComponent): """Component that filter columns based on provided language.""" - def setup(self, *args, **kwargs): + def setup(self, *, language): """Setup language filter component.""" - self.lang_detector = LanguageIdentification() + self.lang_detector = LanguageIdentification(language) - def transform( - self, - dataframe: pd.DataFrame - ) -> pd.DataFrame: + + def transform(self, dataframe: pd.DataFrame) -> pd.DataFrame: """ Args: dataframe: Pandas dataframe. @@ -61,9 +61,8 @@ def transform( Returns: Pandas dataframe """ - language = self.user_arguments["language"] mask = dataframe.apply( - lambda row: self.lang_detector.is_language(row, language), axis=1) + lambda row: self.lang_detector.is_language(row), axis=1) return dataframe[mask] From 86881b8fb09ab7499612a0fe79edd29d16ca1172 Mon Sep 17 00:00:00 2001 From: mrchtr Date: Thu, 29 Jun 2023 14:12:08 +0200 Subject: [PATCH 11/18] Fixing ruff after merging main into feature branch --- .../language_filter/tests/language_filter_component_test.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/components/language_filter/tests/language_filter_component_test.py b/components/language_filter/tests/language_filter_component_test.py index bfaf21054..d2b3a34e2 100644 --- a/components/language_filter/tests/language_filter_component_test.py +++ b/components/language_filter/tests/language_filter_component_test.py @@ -20,7 +20,7 @@ def test_run_component_test(): component = LanguageFilterComponent(spec, input_manifest_path="./dummy_input_manifest.json", output_manifest_path="./dummy_input_manifest.json", metadata={}, - user_arguments={"language": "de"} + user_arguments={"language": "de"}, ) component.setup() dataframe = component.transform(dataframe=dataframe) @@ -45,7 +45,7 @@ def test_run_component_test_filter_out_all(): component = LanguageFilterComponent(spec, input_manifest_path="./dummy_input_manifest.json", output_manifest_path="./dummy_input_manifest.json", metadata={}, - user_arguments={"language": "fr"} + user_arguments={"language": "fr"}, ) component.setup() dataframe = component.transform(dataframe=dataframe) From 06bc7112c0e11f5ab464e113ab64630d2c456e4a Mon Sep 17 00:00:00 2001 From: mrchtr Date: Thu, 29 Jun 2023 15:39:31 +0200 Subject: [PATCH 12/18] Remove init.py --- components/language_filter/__init__.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 components/language_filter/__init__.py diff --git a/components/language_filter/__init__.py b/components/language_filter/__init__.py deleted file mode 100644 index e69de29bb..000000000 From d5634014a851e3316f64b814689aec927fbcec78 Mon Sep 17 00:00:00 2001 From: Matthias Richter Date: Mon, 3 Jul 2023 16:29:19 +0200 Subject: [PATCH 13/18] Update components/language_filter/requirements.txt Co-authored-by: Robbe Sneyders --- components/language_filter/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/components/language_filter/requirements.txt b/components/language_filter/requirements.txt index b6dbf3ae6..3427ac0ae 100644 --- a/components/language_filter/requirements.txt +++ b/components/language_filter/requirements.txt @@ -1,4 +1,4 @@ -fondant +git+https://github.com/ml6team/fondant@main pyarrow>=7.0 gcsfs==2023.4.00 fasttext-wheel==0.9.2 \ No newline at end of file From 27fb0cb30bae6e334a6dca2ddfa78d4ad538351b Mon Sep 17 00:00:00 2001 From: mrchtr Date: Mon, 3 Jul 2023 16:45:53 +0200 Subject: [PATCH 14/18] Addressing comments --- components/language_filter/src/main.py | 12 ++++++------ .../tests/language_filter_component_test.py | 2 +- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/components/language_filter/src/main.py b/components/language_filter/src/main.py index 39d90e623..5e52def65 100644 --- a/components/language_filter/src/main.py +++ b/components/language_filter/src/main.py @@ -5,9 +5,7 @@ import pandas as pd from fondant.component import PandasTransformComponent -from fondant.logger import configure_logging -configure_logging() logger = logging.getLogger(__name__) @@ -48,7 +46,11 @@ class LanguageFilterComponent(PandasTransformComponent): """Component that filter columns based on provided language.""" def setup(self, *, language): - """Setup language filter component.""" + """Setup language filter component. + + Args: + language: Only keep text passages which are in the provided language. + """ self.lang_detector = LanguageIdentification(language) @@ -56,13 +58,11 @@ def transform(self, dataframe: pd.DataFrame) -> pd.DataFrame: """ Args: dataframe: Pandas dataframe. - language: Only keep text passages which are in the provided language. Returns: Pandas dataframe """ - mask = dataframe.apply( - lambda row: self.lang_detector.is_language(row), axis=1) + mask = dataframe.apply(self.lang_detector.is_language, axis=1) return dataframe[mask] diff --git a/components/language_filter/tests/language_filter_component_test.py b/components/language_filter/tests/language_filter_component_test.py index d2b3a34e2..633b3ecee 100644 --- a/components/language_filter/tests/language_filter_component_test.py +++ b/components/language_filter/tests/language_filter_component_test.py @@ -22,7 +22,7 @@ def test_run_component_test(): metadata={}, user_arguments={"language": "de"}, ) - component.setup() + component.setup(language="de") dataframe = component.transform(dataframe=dataframe) # Then: dataframe only contains one german row From 0f4c6ee7cc8e6cc64310a3f735e37116ba720be0 Mon Sep 17 00:00:00 2001 From: mrchtr Date: Tue, 18 Jul 2023 15:15:03 +0200 Subject: [PATCH 15/18] Docu update fondant data explorer --- docs/data_explorer.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/data_explorer.md b/docs/data_explorer.md index 10be5d10a..f44e6415e 100644 --- a/docs/data_explorer.md +++ b/docs/data_explorer.md @@ -1,10 +1,10 @@ # Data explorer ## How to use? -You can setup the data explorer container with the `fondant-explorer` CLI command, which is installed together with the Fondant python package. +You can setup the data explorer container with the `fondant explore` CLI command, which is installed together with the Fondant python package. ``` -fondant-explorer --data-directory LOCAL_FOLDER_TO_MOUNT [--port PORT --container CONTAINER --tag TAG] +fondant explore --data-directory LOCAL_FOLDER_TO_MOUNT [--port PORT --container CONTAINER --tag TAG] ``` ## Data explorer UI From d85654459e47711a1ba8aeedbe5da590e48cfdf3 Mon Sep 17 00:00:00 2001 From: mrchtr Date: Wed, 19 Jul 2023 13:17:08 +0200 Subject: [PATCH 16/18] - Fixing data explorer usage for local manifests - change docker cmd for running the image on mac M1 - update data explorer docs --- data_explorer/Dockerfile | 3 ++- data_explorer/app/widgets.py | 6 +++--- src/fondant/explorer.py | 4 +++- 3 files changed, 8 insertions(+), 5 deletions(-) diff --git a/data_explorer/Dockerfile b/data_explorer/Dockerfile index f93dbbfdc..8195bb19f 100644 --- a/data_explorer/Dockerfile +++ b/data_explorer/Dockerfile @@ -14,4 +14,5 @@ COPY ./app /app WORKDIR /app -ENTRYPOINT ["streamlit", "run", "/app/main.py", "--server.port=8501", "--server.address=0.0.0.0"] \ No newline at end of file +ENTRYPOINT [ "streamlit", "run" ] +CMD [ "/app/main.py", "--server.headless", "true", "--server.fileWatcherType", "none", "--browser.gatherUsageStats", "false", "--server.port=8501", "--server.address=0.0.0.0"] \ No newline at end of file diff --git a/data_explorer/app/widgets.py b/data_explorer/app/widgets.py index 3737a7389..c12b0675f 100644 --- a/data_explorer/app/widgets.py +++ b/data_explorer/app/widgets.py @@ -27,12 +27,12 @@ def build_sidebar() -> Tuple[Optional[str], Optional[str], Optional[Dict]]: """ # text field for manifest path st.sidebar.title("Subset loader") - # find all the files with filename `manifest.txt` in the `/artifacts` folder + # find all the files with filename `manifest.json` in the `/artifacts` folder manifest_path = st.sidebar.text_input("Manifest path", help="""Path to the manifest file. If a data directory is mounted, the files are under - `/artifacts`. Remote files can be accessed under - their URL (e.g. gs://bucket/folder/manifest.txt, if the + `/`. Remote files can be accessed under + their URL (e.g. gs://bucket/folder/manifest.json, if the correct credentials are set up.""") # load manifest diff --git a/src/fondant/explorer.py b/src/fondant/explorer.py index a701623ea..df3efe321 100644 --- a/src/fondant/explorer.py +++ b/src/fondant/explorer.py @@ -42,7 +42,9 @@ def run_explorer_app( # mount the local data directory to the container if data_directory: print(data_directory) - cmd.extend(["-v", f"{shlex.quote(data_directory)}:/artifacts"]) + cmd.extend( + ["-v", f"{shlex.quote(data_directory)}:/{shlex.quote(data_directory)}"], + ) # add the image name cmd.extend( From a8777435ae45fe77f4dd0e54a284c32ab7a868c7 Mon Sep 17 00:00:00 2001 From: mrchtr Date: Wed, 19 Jul 2023 13:46:08 +0200 Subject: [PATCH 17/18] Update test --- tests/test_explorer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_explorer.py b/tests/test_explorer.py index 1a2d3af86..98fa8189c 100644 --- a/tests/test_explorer.py +++ b/tests/test_explorer.py @@ -48,7 +48,7 @@ def test_run_data_explorer_with_data_dir(): "-p", f"{DEFAULT_PORT}:8501", "-v", - f"{data_directory}:/artifacts", + f"{data_directory}:/{data_directory}", f"{DEFAULT_CONTAINER}:{DEFAULT_TAG}", ], stdout=subprocess.PIPE, From d9f2ecdd7d1d79524e6055a3846ef21a10827ec9 Mon Sep 17 00:00:00 2001 From: mrchtr Date: Wed, 19 Jul 2023 13:54:12 +0200 Subject: [PATCH 18/18] Update test --- src/fondant/explorer.py | 2 +- tests/test_explorer.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/src/fondant/explorer.py b/src/fondant/explorer.py index df3efe321..a98bbf469 100644 --- a/src/fondant/explorer.py +++ b/src/fondant/explorer.py @@ -43,7 +43,7 @@ def run_explorer_app( if data_directory: print(data_directory) cmd.extend( - ["-v", f"{shlex.quote(data_directory)}:/{shlex.quote(data_directory)}"], + ["-v", f"{shlex.quote(data_directory)}:{shlex.quote(data_directory)}"], ) # add the image name diff --git a/tests/test_explorer.py b/tests/test_explorer.py index 98fa8189c..ea9ffd37f 100644 --- a/tests/test_explorer.py +++ b/tests/test_explorer.py @@ -48,7 +48,7 @@ def test_run_data_explorer_with_data_dir(): "-p", f"{DEFAULT_PORT}:8501", "-v", - f"{data_directory}:/{data_directory}", + f"{data_directory}:{data_directory}", f"{DEFAULT_CONTAINER}:{DEFAULT_TAG}", ], stdout=subprocess.PIPE, @@ -111,7 +111,7 @@ def test_run_data_explorer_full_option(): "-v", "/path/to/credentials:ro", "-v", - "/path/to/source:/artifacts", + "/path/to/source:/path/to/source", "ghcr.io/ml6team/data_explorer_test:earliest", ], stdout=-1,