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How to use from_yaml method in pandera

Best Python code snippet using pandera_python

resource_map.py

Source:resource_map.py

...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:...

setting_from_file.py

Source:setting_from_file.py

...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        )...

settings_from_file.py

Source:settings_from_file.py

...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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