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How to use checks method in pandera

Best Python code snippet using pandera_python

analyse_logdata_ekf.py

Source:analyse_logdata_ekf.py

...53        pos_checks_when_sensors_not_fused=pos_checks_when_sensors_not_fused)54    metrics = calculate_ecl_ekf_metrics(55        ulog, innov_flags, innov_fail_checks, sensor_checks, in_air, in_air_no_ground_effects,56        red_thresh=red_thresh, amb_thresh=amb_thresh)57    check_status, master_status = perform_ecl_ekf_checks(58        metrics, sensor_checks, innov_fail_checks, check_levels)59    return master_status, check_status, metrics, airtime_info60def find_checks_that_apply(61    control_mode: dict, estimator_status: dict, pos_checks_when_sensors_not_fused: bool = False) ->\62        Tuple[List[str], List[str]]:63    """64    finds the checks that apply and stores them in lists for the std checks and the innovation65    fail checks.66    :param control_mode:67    :param estimator_status:68    :param b_pos_only_when_sensors_fused:69    :return: a tuple of two lists that contain strings for the std checks and for the innovation70    fail checks.71    """...

registry.py

Source:registry.py

...47        else:48            if check:49                tags += (check, )50            return inner51    def run_checks(self, app_configs=None, tags=None, include_deployment_checks=False):52        """53        Run all registered checks and return list of Errors and Warnings.54        """55        errors = []56        checks = self.get_checks(include_deployment_checks)57        if tags is not None:58            checks = [check for check in checks59                      if hasattr(check, 'tags') and set(check.tags) & set(tags)]60        else:61            # By default, 'database'-tagged checks are not run as they do more62            # than mere static code analysis.63            checks = [check for check in checks64                      if not hasattr(check, 'tags') or Tags.database not in check.tags]65        for check in checks:66            new_errors = check(app_configs=app_configs)67            assert is_iterable(new_errors), (68                "The function %r did not return a list. All functions registered "69                "with the checks registry must return a list." % check)70            errors.extend(new_errors)71        return errors72    def tag_exists(self, tag, include_deployment_checks=False):73        return tag in self.tags_available(include_deployment_checks)74    def tags_available(self, deployment_checks=False):75        return set(chain(*[check.tags for check in self.get_checks(deployment_checks) if hasattr(check, 'tags')]))76    def get_checks(self, include_deployment_checks=False):77        checks = list(self.registered_checks)78        if include_deployment_checks:79            checks.extend(self.deployment_checks)80        return checks81registry = CheckRegistry()82register = registry.register83run_checks = registry.run_checks...

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