From 4c52c951e48d1f7eb28a0e7eaa88080abe082e5e Mon Sep 17 00:00:00 2001 From: bpmeek Date: Fri, 31 May 2024 16:45:37 -0500 Subject: [PATCH 1/4] Unpack dictionary parameters Signed-off-by: Brandon Meek --- RELEASE.md | 1 + kedro/pipeline/modular_pipeline.py | 9 ++++++-- kedro/pipeline/node.py | 26 +++++++++++++++++++++ tests/pipeline/test_node.py | 36 ++++++++++++++++++++++++++++++ 4 files changed, 70 insertions(+), 2 deletions(-) diff --git a/RELEASE.md b/RELEASE.md index b14a51c38d..15ec60d043 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -16,6 +16,7 @@ * Added `raise_errors` argument to `find_pipelines`. If `True`, the first pipeline for which autodiscovery fails will cause an error to be raised. The default behaviour is still to raise a warning for each failing pipeline. * It is now possible to use Kedro without having `rich` installed. * Updated custom logging behavior: `conf/logging.yml` will be used if it exists and `KEDRO_LOGGING_CONFIG` is not set; otherwise, `default_logging.yml` will be used. +* Can use unpacking with parameter dictionaries. ## Bug fixes and other changes * User defined catch-all dataset factory patterns now override the default pattern provided by the runner. diff --git a/kedro/pipeline/modular_pipeline.py b/kedro/pipeline/modular_pipeline.py index 9eb4caba16..a3ada3d13b 100644 --- a/kedro/pipeline/modular_pipeline.py +++ b/kedro/pipeline/modular_pipeline.py @@ -24,7 +24,7 @@ def _is_all_parameters(name: str) -> bool: def _is_single_parameter(name: str) -> bool: - return name.startswith("params:") + return name.startswith("params:") or name.startswith("**params:") def _is_parameter(name: str) -> bool: @@ -72,6 +72,7 @@ def _validate_datasets_exist( existing = {_strip_transcoding(ds) for ds in pipe.datasets()} non_existent = (inputs | outputs | parameters) - existing + non_existent = {ds for ds in non_existent if not ds.startswith("**")} if non_existent: sorted_non_existent = sorted(non_existent) possible_matches = [] @@ -123,7 +124,11 @@ def _get_dataset_names_mapping( def _normalize_param_name(name: str) -> str: """Make sure that a param name has a `params:` prefix before passing to the node""" - return name if name.startswith("params:") else f"params:{name}" + return ( + name + if name.startswith("params:") or name.startswith("**params:") + else f"params:{name}" + ) def _get_param_names_mapping( diff --git a/kedro/pipeline/node.py b/kedro/pipeline/node.py index 47ba718474..6cd6a78044 100644 --- a/kedro/pipeline/node.py +++ b/kedro/pipeline/node.py @@ -117,6 +117,8 @@ def __init__( # noqa: PLR0913 _node_error_message("it must have some 'inputs' or 'outputs'.") ) + inputs = _unpack_params(func, inputs) + self._validate_inputs(func, inputs) self._func = func @@ -681,3 +683,27 @@ def _get_readable_func_name(func: Callable) -> str: name = "" return name + + +def _unpack_params( + func: Callable, inputs: None | str | list[str] | dict[str, str] +) -> None | str | list[str] | dict[str, str]: + """Iterate over Node inputs to see if they need to be unpacked. + + Returns: + Either original inputs if no input was unpacked or a list of inputs if an input was unpacked. + """ + use_new = False + new_inputs = [] + for idx, _input in enumerate(_to_list(inputs)): + if _input.startswith("**"): + use_new = True + dict_root = _input.split(":")[-1] + _func_arguments = [arg for arg in inspect.signature(func).parameters] + for param in _func_arguments[idx:]: + new_inputs.append(f"params:{dict_root}.{param}") + continue + new_inputs.append(_input) + if use_new: + return new_inputs + return inputs diff --git a/tests/pipeline/test_node.py b/tests/pipeline/test_node.py index 8798faa273..e1051e98a8 100644 --- a/tests/pipeline/test_node.py +++ b/tests/pipeline/test_node.py @@ -24,6 +24,10 @@ def triconcat(input1: str, input2: str, input3: str): return input1 + input2 + input3 # pragma: no cover +def dict_unpack(): + return dict(input2="input2", input3="another node") + + @pytest.fixture def simple_tuple_node_list(): return [ @@ -125,6 +129,38 @@ def test_inputs_list(self): ) assert dummy_node.inputs == ["input1", "input2", "another node"] + def test_inputs_unpack_str(self): + dummy_node = node(triconcat, inputs="**params:dict_unpack", outputs="output1") + assert dummy_node.inputs == [ + "params:dict_unpack.input1", + "params:dict_unpack.input2", + "params:dict_unpack.input3", + ] + + def test_inputs_unpack_list(self): + dummy_node = node( + triconcat, + inputs=["input1", "**params:dict_unpack"], + outputs=["output1", "output2", "last node"], + ) + assert dummy_node.inputs == [ + "input1", + "params:dict_unpack.input2", + "params:dict_unpack.input3", + ] + + def test_inputs_unpack_dict(self): + dummy_node = node( + triconcat, + inputs={"input1": "**params:dict_unpack"}, + outputs=["output1", "output2", "last node"], + ) + assert dummy_node.inputs == [ + "params:dict_unpack.input1", + "params:dict_unpack.input2", + "params:dict_unpack.input3", + ] + def test_outputs_none(self): dummy_node = node(identity, "input", None) assert dummy_node.outputs == [] From 5c7cca1f1a8a7c9c907b7cc789a0ffa4b8c640f1 Mon Sep 17 00:00:00 2001 From: bpmeek Date: Tue, 4 Jun 2024 11:35:44 -0500 Subject: [PATCH 2/4] Fixed namespace issue with unpacking dictionary parameters Signed-off-by: Brandon Meek --- kedro/pipeline/modular_pipeline.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/kedro/pipeline/modular_pipeline.py b/kedro/pipeline/modular_pipeline.py index a3ada3d13b..cb863923a3 100644 --- a/kedro/pipeline/modular_pipeline.py +++ b/kedro/pipeline/modular_pipeline.py @@ -256,6 +256,11 @@ def _map_transcode_base(name: str) -> str: base_name, transcode_suffix = _transcode_split(name) return TRANSCODING_SEPARATOR.join((mapping[base_name], transcode_suffix)) + def _matches_unpackable(name: str) -> bool: + param_base = name.split(".")[0] + matches = [True for key, value in mapping.items() if f"**{param_base}" in key] + return any(matches) + def _rename(name: str) -> str: rules = [ # if name mapped to new name, update with new name @@ -264,6 +269,8 @@ def _rename(name: str) -> str: (_is_all_parameters, lambda n: n), # if transcode base is mapped to a new name, update with new base (_is_transcode_base_in_mapping, _map_transcode_base), + # if name refers to dictionary to be unpacked, leave as is + (lambda n: _matches_unpackable(name), lambda n: n), # if name refers to a single parameter and a namespace is given, apply prefix (lambda n: bool(namespace) and _is_single_parameter(n), _prefix_param), # if namespace given for a dataset, prefix name using that namespace From 014d7a8c61e1e91eb287503471cbb44e21754b72 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Juan=20Luis=20Cano=20Rodr=C3=ADguez?= Date: Thu, 6 Jun 2024 07:07:52 +0200 Subject: [PATCH 3/4] Describe integration with MLflow (#3856) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Describe integration with MLflow Closes #3541. Signed-off-by: Juan Luis Cano Rodríguez * [Docs] Update MLflow docs page in #3856 (#3862) * Some proposed edits Signed-off-by: Jo Stichbury * Fix some Vale warnings Signed-off-by: Jo Stichbury --------- Signed-off-by: Jo Stichbury * Simplify MLflow launch Signed-off-by: Juan Luis Cano Rodríguez * Add label to runtime params section Signed-off-by: Juan Luis Cano Rodríguez * Restructure MLflow document Signed-off-by: Juan Luis Cano Rodríguez * Apply suggestions from code review Co-authored-by: Jo Stichbury Signed-off-by: Juan Luis Cano Rodríguez * Apply suggestions from code review Signed-off-by: Juan Luis Cano Rodríguez --------- Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: Jo Stichbury Signed-off-by: Juan Luis Cano Rodríguez Co-authored-by: Jo Stichbury Co-authored-by: Nok Lam Chan --- docs/source/conf.py | 3 + .../configuration/advanced_configuration.md | 1 + docs/source/index.rst | 8 +- docs/source/integrations/mlflow.md | 311 ++++++++++++++++++ .../complete-mlflow-tracking-kedro-mlflow.png | Bin 0 -> 101688 bytes .../meta/images/extra-mlflow-tracking.png | Bin 0 -> 68475 bytes .../images/kedro-mlflow-registered-model.png | Bin 0 -> 19442 bytes .../images/mlflow-artifact-preview-image.png | Bin 0 -> 169084 bytes .../meta/images/mlflow-pickle-artifact.png | Bin 0 -> 139749 bytes 9 files changed, 322 insertions(+), 1 deletion(-) create mode 100644 docs/source/integrations/mlflow.md create mode 100644 docs/source/meta/images/complete-mlflow-tracking-kedro-mlflow.png create mode 100644 docs/source/meta/images/extra-mlflow-tracking.png create mode 100644 docs/source/meta/images/kedro-mlflow-registered-model.png create mode 100644 docs/source/meta/images/mlflow-artifact-preview-image.png create mode 100644 docs/source/meta/images/mlflow-pickle-artifact.png diff --git a/docs/source/conf.py b/docs/source/conf.py index 49c0f119a7..a18d11bfe7 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -72,6 +72,8 @@ "kedro-datasets": ("https://docs.kedro.org/projects/kedro-datasets/en/kedro-datasets-2.0.0/", None), "cpython": ("https://docs.python.org/3.8/", None), "ipython": ("https://ipython.readthedocs.io/en/8.21.0/", None), + "mlflow": ("https://www.mlflow.org/docs/2.12.1/", None), + "kedro-mlflow": ("https://kedro-mlflow.readthedocs.io/en/0.12.2/", None), } # The suffix(es) of source filenames. @@ -521,3 +523,4 @@ def setup(app): user_agent = "Mozilla/5.0 (X11; Linux x86_64; rv:99.0) Gecko/20100101 Firefox/99.0" myst_heading_anchors = 5 +myst_enable_extensions = ["colon_fence"] diff --git a/docs/source/configuration/advanced_configuration.md b/docs/source/configuration/advanced_configuration.md index 5a74ff99b2..4d547e619a 100644 --- a/docs/source/configuration/advanced_configuration.md +++ b/docs/source/configuration/advanced_configuration.md @@ -194,6 +194,7 @@ my_param: "${globals: nonexistent_global, 23}" If there are duplicate keys in the globals files in your base and runtime environments, the values in the runtime environment overwrite the values in your base environment. +(runtime-params)= ### How to override configuration with runtime parameters with the `OmegaConfigLoader` Kedro allows you to [specify runtime parameters for the `kedro run` command with the `--params` CLI option](parameters.md#how-to-specify-parameters-at-runtime). These runtime parameters diff --git a/docs/source/index.rst b/docs/source/index.rst index 6f50bfdbf9..ce8d85a9a1 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -82,6 +82,13 @@ Welcome to Kedro's award-winning documentation! nodes_and_pipelines/index.md configuration/telemetry.md +.. toctree:: + :maxdepth: 2 + :caption: Integrations + + integrations/pyspark_integration.md + integrations/mlflow.md + .. toctree:: :maxdepth: 2 :caption: Advanced usage @@ -90,7 +97,6 @@ Welcome to Kedro's award-winning documentation! extend_kedro/index.md hooks/index.md logging/index.md - integrations/pyspark_integration.md development/index.md deployment/index.md diff --git a/docs/source/integrations/mlflow.md b/docs/source/integrations/mlflow.md new file mode 100644 index 0000000000..e2d06a0295 --- /dev/null +++ b/docs/source/integrations/mlflow.md @@ -0,0 +1,311 @@ +# How to add MLflow to your Kedro workflow + +[MLflow](https://mlflow.org/) is an open-source platform for managing the end-to-end machine learning lifecycle. +It provides tools for tracking experiments, packaging code into reproducible runs, and sharing and deploying models. +MLflow supports machine learning frameworks such as TensorFlow, PyTorch, and scikit-learn. + +Adding MLflow to a Kedro project enables you to track and manage your machine learning experiments and models. +For example, you can log metrics, parameters, and artifacts from your Kedro pipeline runs to MLflow, then compare and reproduce the results. When collaborating with others on a Kedro project, MLflow's model registry and deployment tools help you to share and deploy machine learning models. + +## Prerequisites + +You will need the following: + +- A working Kedro project in a virtual environment. The examples in this document assume the `spaceflights-pandas-viz` starter. + If you're unfamiliar with the Spaceflights project, check out [our tutorial](/tutorial/spaceflights_tutorial). +- The MLflow client installed into the same virtual environment. For the purposes of this tutorial, + you can use MLflow {external+mlflow:doc}`in its simplest configuration `. + +To set yourself up, create a new Kedro project: + +``` +$ kedro new --starter=spaceflights-pandas-viz --name spaceflights-mlflow +$ cd spaceflights-mlflow +$ python -m venv && source .venv/bin/activate +(.venv) $ pip install -r requirements.txt +``` + +And then launch the UI locally from the root of your directory as follows: + +``` +(.venv) $ pip install mlflow +(.venv) $ mlflow ui --backend-store-uri ./mlflow_runs +``` + +This will make MLflow record metadata and artifacts for each run +to a local directory called `mlflow_runs`. + +:::{note} +If you want to use a more sophisticated setup, +have a look at the documentation of +[MLflow tracking server](https://mlflow.org/docs/latest/tracking/server.html), +{external+mlflow:doc}`the official MLflow tracking server 5 minute overview `, +and {external+mlflow:ref}`the MLflow tracking server documentation `. +::: + +## Simple use cases + +Although MLflow works best when working with machine learning (ML) and AI pipelines, +you can track your regular Kedro runs as experiments in MLflow even if they do not use ML. + +This section explains how you can use the [`kedro-mlflow`](https://kedro-mlflow.readthedocs.io/) plugin +to track your Kedro pipelines in MLflow in a straightforward way. + +### Easy tracking of Kedro runs in MLflow using `kedro-mlflow` + +To start using `kedro-mlflow`, install it first: + +``` +pip install kedro-mlflow +``` + +In recent versions of Kedro, this will already register the `kedro-mlflow` Hooks for you. + +Next, create a `mlflow.yml` configuration file in your `conf/local` directory +that configures where the MLflow runs are stored, +consistent with how you launched the `mlflow ui` command: + +```yaml +server: + mlflow_tracking_uri: mlflow_runs +``` + +From this point, when you execute `kedro run` you will see the logs coming from `kedro-mlflow`: + +``` +[06/04/24 09:52:53] INFO Kedro project spaceflights-mlflow session.py:324 + INFO Registering new custom resolver: 'km.random_name' mlflow_hook.py:65 + INFO The 'tracking_uri' key in mlflow.yml is relative kedro_mlflow_config.py:260 + ('server.mlflow_(tracking|registry)_uri = mlflow_runs'). + It is converted to a valid uri: + 'file:///Users/juan_cano/Projects/QuantumBlackLabs/kedro- + mlflow-playground/spaceflights-mlflow/mlflow_runs' +``` + +If you open your tracking server UI you will observe a result like this: + +```{image} ../meta/images/complete-mlflow-tracking-kedro-mlflow.png +:alt: Complete MLflow tracking with kedro-mlflow +:width: 80% +:align: center +``` + +Notice that `kedro-mlflow` used a subset of the `run_params` as tags for the MLflow run, +and logged the Kedro parameters as MLflow parameters. + +Check out {external+kedro-mlflow:doc}`the official kedro-mlflow tutorial ` +for more detailed steps. + +### Artifact tracking in MLflow using `kedro-mlflow` + +`kedro-mlflow` provides some out-of-the-box artifact tracking capabilities +that connect your Kedro project with your MLflow deployment, such as `MlflowArtifactDataset`, +which can be used to wrap any of your existing Kedro datasets. + +Use of this dataset has the advantage that the preview capabilities of the MLflow UI can be used. + +:::{warning} +This will work for datasets that are outputs of a node, +and will have no effect for datasets that are free inputs (hence are only loaded). +::: + +For example, if you modify the a `matplotlib.MatplotlibWriter` dataset like this: + +```diff + # conf/base/catalog.yml + + dummy_confusion_matrix: +- type: matplotlib.MatplotlibWriter +- filepath: data/08_reporting/dummy_confusion_matrix.png +- versioned: true ++ type: kedro_mlflow.io.artifacts.MlflowArtifactDataset ++ dataset: ++ type: matplotlib.MatplotlibWriter ++ filepath: data/08_reporting/dummy_confusion_matrix.png +``` + +Then the image would be logged as part of the artifacts of the run +and you would be able to preview it in the MLflow web UI: + +```{image} ../meta/images/mlflow-artifact-preview-image.png +:alt: MLflow image preview thanks to the artifact tracking capabilities of kedro-mlflow +:width: 80% +:align: center +``` + +:::{warning} +If you get a `Failed while saving data to data set MlflowMatplotlibWriter` error, +it's probably because you had already executed `kedro run` while the dataset was marked as `versioned: true`. +The solution is to cleanup the old `data/08_reporting/dummy_confusion_matrix.png` directory. +::: + +Check out {external+kedro-mlflow:doc}`the official kedro-mlflow documentation on versioning Kedro datasets ` +for more information. + +### Model registry in MLflow using `kedro-mlflow` + +If your Kedro pipeline trains a machine learning model, you can track those models in MLflow +so that you can manage and deploy them. +The `kedro-mlflow` plugin introduces a special artifact, `MlflowModelTrackingDataset`, +that you can use to load and save your models as MLflow artifacts. + +For example, if you have a dataset corresponding to a scikit-learn model, +you can modify it as follows: + +```diff + regressor: +- type: pickle.PickleDataset +- filepath: data/06_models/regressor.pickle +- versioned: true ++ type: kedro_mlflow.io.models.MlflowModelTrackingDataset ++ flavor: mlflow.sklearn +``` + +The `kedro-mlflow` Hook will log the model as part of the run +in {external+mlflow:doc}`the standard MLflow Model format `. + +If you also want to _register_ it +(hence store it in the MLflow Model Registry) +you can add a `registered_model_name` parameter: + +```{code-block} yaml +:emphasize-lines: 4-5 + +regressor: + type: kedro_mlflow.io.models.MlflowModelTrackingDataset + flavor: mlflow.sklearn + save_args: + registered_model_name: spaceflights-regressor +``` + +Then you will see it listed as a Registered Model: + +```{image} ../meta/images/kedro-mlflow-registered-model.png +:alt: MLflow Model Registry listing one model registered with kedro-mlflow +:width: 80% +:align: center +``` + +To load a model from a specific run, you can specify the `run_id`. +For that, you can make use of {ref}`runtime parameters `: + +```{code-block} yaml +:emphasize-lines: 13 + +# Add the intermediate datasets to run only the inference +X_test: + type: pandas.ParquetDataset + filepath: data/05_model_input/X_test.pq + +y_test: + type: pandas.CSVDataset # https://github.com/pandas-dev/pandas/issues/54638 + filepath: data/05_model_input/y_test.csv + +regressor: + type: kedro_mlflow.io.models.MlflowModelTrackingDataset + flavor: mlflow.sklearn + run_id: ${runtime_params:mlflow_run_id,null} + save_args: + registered_model_name: spaceflights-regressor +``` + +And specify the MLflow run id on the command line as follows: + +``` +$ kedro run --to-outputs=X_test,y_test +... +$ kedro run --from-nodes=evaluate_model_node --params mlflow_run_id=4cba84... +``` + +:::{note} +Notice that MLflow runs are immutable for reproducibility purposes, +therefore you cannot _save_ a model in an existing run. +::: + +## Advanced use cases + +### Track additional metadata of Kedro runs in MLflow using Hooks + +So far, `kedro-mlflow` has proven abundantly useful already. +And yet, you might have the need to track additional metadata in the run. + +One possible way of doing it is using the {py:meth}`~kedro.framework.hooks.specs.PipelineSpecs.before_pipeline_run` Hook +to log the `run_params` passed to the Hook. +An implementation would look as follows: + +```python +# src/spaceflights_mlflow/hooks.py + +import typing as t +import logging + +import mlflow +from kedro.framework.hooks import hook_impl + +logger = logging.getLogger(__name__) + + +class ExtraMLflowHooks: + @hook_impl + def before_pipeline_run(self, run_params: dict[str, t.Any]): + logger.info("Logging extra metadata to MLflow") + mlflow.set_tags({ + "pipeline": run_params["pipeline_name"] or "__default__", + "custom_version": "0.1.0", + }) +``` + +And then enable your custom hook in `settings.py`: + +```python +# src/spaceflights_mlflow/settings.py +... +from .hooks import ExtraMLflowHooks + +HOOKS = (ExtraMLflowHooks(),) +... +``` + +After enabling this custom Hook, you can execute `kedro run`, and see something like this in the logs: + +``` +... +[06/04/24 10:44:25] INFO Logging extra metadata to MLflow hooks.py:13 +... +``` + +If you open your tracking server UI you will observe a result like this: + +```{image} ../meta/images/extra-mlflow-tracking.png +:alt: Simple MLflow tracking +:width: 50% +:align: center +``` + +### Tracking Kedro in MLflow using the Python API + +If you are running Kedro programmatically using the Python API, +you can log your runs using the MLflow "fluent" API. + +For example, taking the {doc}`lifecycle management example ` +as a starting point: + +```python +from pathlib import Path + +import mlflow +from kedro.framework.session import KedroSession +from kedro.framework.startup import bootstrap_project + +bootstrap_project(Path.cwd()) + +mlflow.set_experiment("Kedro Spaceflights test") + +with KedroSession.create() as session: + with mlflow.start_run(): + mlflow.set_tag("session_id", session.session_id) + session.run() +``` + +If you want more flexibility or to log extra parameters, +you might need to run the Kedro pipelines manually yourself. diff --git a/docs/source/meta/images/complete-mlflow-tracking-kedro-mlflow.png b/docs/source/meta/images/complete-mlflow-tracking-kedro-mlflow.png new file mode 100644 index 0000000000000000000000000000000000000000..a64f12229dc60a2d979b1f6dcff7748af545a4a9 GIT binary patch literal 101688 zcmdqJWmHse+yAY|4?!J4P*J*DkQzD!l^8-vX{BrE8X83qrE7p8q@@K0kOq*T(;eRv*H&ZU@@nW;_Ys*szJX8}Z!2VtHd@ z1MiO9KhYbU%aI!!6v7i{))OKZ@o(Y`A8bCJtc``ldl;tl3e9RCw3eojtQ9=`E_vlD zF3}%RCcc;|C4f>@f0O-z ze1CI{|g@hcZOBghNU9FJuoOSH!+gAZU{i zuxg*h#@YGC^j4lMO&!|`&<7BwZYAeyA_vUmm?dYuN5f#|Of& z@vQxksUO#LdtMYzVHa_j>)cpZg z`j`3XcZGP%*__v+!)duM6OkdCtbj&Z+ptN~b&Lc>8F&6%SE+6Z<8gX%aV6n+(UDBX 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zp@3va%ztML{+|z`^`#)`*s){d7qrx`{j0J6d;0l7>?>R7niiXs1>W`81#JVZVhziX F{{n^oON0Ob literal 0 HcmV?d00001 From 192888e5c024bbeb8e60a144f45026617d2a5105 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 11 Jun 2024 12:56:10 +0100 Subject: [PATCH 4/4] Update s3fs requirement from <2024.6,>=2021.4 to >=2021.4 (#3946) * Update s3fs requirement from <2024.6,>=2021.4 to >=2021.4,<2024.7 Updates the requirements on [s3fs](https://github.com/fsspec/s3fs) to permit the latest version. - [Changelog](https://github.com/fsspec/s3fs/blob/main/release-procedure.md) - [Commits](https://github.com/fsspec/s3fs/compare/2021.04.0...2024.6.0) --- updated-dependencies: - dependency-name: s3fs dependency-type: direct:production ... Signed-off-by: dependabot[bot] * Try removing s3fs Signed-off-by: Ankita Katiyar * Remove upper bound: Signed-off-by: Ankita Katiyar --------- Signed-off-by: dependabot[bot] Signed-off-by: Ankita Katiyar Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Ankita Katiyar --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 6ece4851cd..46a570f66b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -71,7 +71,7 @@ test = [ "pytest-mock>=1.7.1, <4.0", "pytest-xdist[psutil]~=2.2.1", "pytest>=7.2,<9.0", - "s3fs>=2021.4, <2024.6", # Upper bound set arbitrarily, to be reassessed in early 2024 + "s3fs>=2021.4", "trufflehog~=2.1", # mypy related dependencies "pandas-stubs",