How to use from_yaml method in pandera

Best Python code snippet using pandera_python

resource_map.py

Source:resource_map.py Github

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...614 # Idea credit goes to bostrt: https://github.com/kxr/o-must-gather/issues/34615 # This is just fall back and expensive to compute,616 # ideally these definitions should be added to the map dict for better lookup performance617 try:618 crds = from_yaml(619 "_all",620 "_all",621 "cluster-scoped-resources/apiextensions.k8s.io/customresourcedefinitions",622 False,623 )624 for c in crds:625 singular = c["res"]["spec"]["names"]["singular"]626 plural = c["res"]["spec"]["names"]["plural"]627 if "shortNames" in c["res"]["spec"]["names"]:628 short = c["res"]["spec"]["names"]["shortNames"]629 else:630 short = []631 aliases = [plural] + short632 if t.lower() == singular or t.lower() in aliases:...

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setting_from_file.py

Source:setting_from_file.py Github

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...4import datetime5from pathlib import Path6import yaml7import zivid8def _acquisitions_from_yaml(acquisitions_from_yaml):9 acquisitions = []10 for acquisition in acquisitions_from_yaml:11 acquisitions.append(12 zivid.Settings.Acquisition(13 brightness=acquisition["Acquisition"]["Brightness"],14 aperture=acquisition["Acquisition"]["Aperture"],15 exposure_time=datetime.timedelta(microseconds=acquisition["Acquisition"]["ExposureTime"]),16 gain=acquisition["Acquisition"]["Gain"],17 )18 )19 return acquisitions20def _contrast_distortion_from_yaml(from_yaml):21 contrast_distortion = zivid.Settings.Processing.Filters.Experimental.ContrastDistortion()22 contrast_distortion.correction.enabled = from_yaml["Correction"]["Enabled"]23 contrast_distortion.correction.strength = from_yaml["Correction"]["Strength"]24 contrast_distortion.removal.enabled = from_yaml["Removal"]["Enabled"]25 contrast_distortion.removal.threshold = from_yaml["Removal"]["Threshold"]26 return contrast_distortion27def _filter_from_yaml(from_yaml):28 filters = zivid.Settings.Processing.Filters()29 filters.noise.removal.enabled = from_yaml["Noise"]["Removal"]["Enabled"]30 filters.noise.removal.threshold = from_yaml["Noise"]["Removal"]["Threshold"]31 filters.smoothing.gaussian.enabled = from_yaml["Smoothing"]["Gaussian"]["Enabled"]32 filters.smoothing.gaussian.sigma = from_yaml["Smoothing"]["Gaussian"]["Sigma"]33 filters.outlier.removal.enabled = from_yaml["Outlier"]["Removal"]["Enabled"]34 filters.outlier.removal.threshold = from_yaml["Outlier"]["Removal"]["Threshold"]35 filters.experimental.contrast_distortion = _contrast_distortion_from_yaml(36 from_yaml["Experimental"]["ContrastDistortion"]37 )38 return filters39def _color_from_yaml(from_yaml):40 color = zivid.Settings.Processing.Color()41 color.balance.red = from_yaml["Balance"]["Red"]42 color.balance.blue = from_yaml["Balance"]["Blue"]43 color.balance.green = from_yaml["Balance"]["Green"]44 color.gamma = from_yaml["Gamma"]45 return color46def get_settings_from_yaml(path: str) -> zivid.Settings:47 """Get settings from .yml file.48 Args:49 path: Path to .yml file which contains settings50 Returns:51 settings: Zivid Settings52 """53 with open(path) as f:54 settings_from_yaml = yaml.load(f, Loader=yaml.Loader)["Settings"]55 settings = zivid.Settings(56 acquisitions=_acquisitions_from_yaml(settings_from_yaml["Acquisitions"]),57 processing=zivid.Settings.Processing(58 filters=_filter_from_yaml(settings_from_yaml["Processing"]["Filters"]),59 color=_color_from_yaml(settings_from_yaml["Processing"]["Color"]),60 ),61 )...

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settings_from_file.py

Source:settings_from_file.py Github

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...4import datetime5from pathlib import Path6import yaml7import zivid8def _acquisitions_from_yaml(acquisitions_from_yaml):9 acquisitions = []10 for acquisition in acquisitions_from_yaml:11 acquisitions.append(12 zivid.Settings.Acquisition(13 brightness=acquisition["Acquisition"]["Brightness"],14 aperture=acquisition["Acquisition"]["Aperture"],15 exposure_time=datetime.timedelta(microseconds=acquisition["Acquisition"]["ExposureTime"]),16 gain=acquisition["Acquisition"]["Gain"],17 )18 )19 return acquisitions20def _contrast_distortion_from_yaml(from_yaml):21 contrast_distortion = zivid.Settings.Processing.Filters.Experimental.ContrastDistortion()22 contrast_distortion.correction.enabled = from_yaml["Correction"]["Enabled"]23 contrast_distortion.correction.strength = from_yaml["Correction"]["Strength"]24 contrast_distortion.removal.enabled = from_yaml["Removal"]["Enabled"]25 contrast_distortion.removal.threshold = from_yaml["Removal"]["Threshold"]26 return contrast_distortion27def _filter_from_yaml(from_yaml):28 filters = zivid.Settings.Processing.Filters()29 filters.noise.removal.enabled = from_yaml["Noise"]["Removal"]["Enabled"]30 filters.noise.removal.threshold = from_yaml["Noise"]["Removal"]["Threshold"]31 filters.smoothing.gaussian.enabled = from_yaml["Smoothing"]["Gaussian"]["Enabled"]32 filters.smoothing.gaussian.sigma = from_yaml["Smoothing"]["Gaussian"]["Sigma"]33 filters.outlier.removal.enabled = from_yaml["Outlier"]["Removal"]["Enabled"]34 filters.outlier.removal.threshold = from_yaml["Outlier"]["Removal"]["Threshold"]35 filters.experimental.contrast_distortion = _contrast_distortion_from_yaml(36 from_yaml["Experimental"]["ContrastDistortion"]37 )38 return filters39def _color_from_yaml(from_yaml):40 color = zivid.Settings.Processing.Color()41 color.balance.red = from_yaml["Balance"]["Red"]42 color.balance.blue = from_yaml["Balance"]["Blue"]43 color.balance.green = from_yaml["Balance"]["Green"]44 color.gamma = from_yaml["Gamma"]45 return color46def get_settings_from_yaml(path: Path) -> zivid.Settings:47 """Get settings from .yml file.48 Args:49 path: Path to .yml file which contains settings50 Returns:51 settings: Zivid Settings52 """53 settings_from_yaml = yaml.load(path.read_text(), Loader=yaml.Loader)["Settings"]54 settings = zivid.Settings(55 acquisitions=_acquisitions_from_yaml(settings_from_yaml["Acquisitions"]),56 processing=zivid.Settings.Processing(57 filters=_filter_from_yaml(settings_from_yaml["Processing"]["Filters"]),58 color=_color_from_yaml(settings_from_yaml["Processing"]["Color"]),59 ),60 )...

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