mirror of
https://github.com/chanzuckerberg/cellxgene.git
synced 2026-10-04 12:28:12 +08:00
Enhance the AppConfig with external config sources. (#1904)
* Enhance the AppConfig with external config sources. The external config sources are currently environment variables and AWS secrets manager. The config file can be augmented with a section describing how environmen variables and secrets can update config parameters. benefits: - it will enable the config to draw from more than one secret. This is useful for shared secrets between cellxgene and data portal, as well as auth0 secrets. - it will make it very straightforward to check the config before a deployment. Part of #1859
This commit is contained in:
@@ -18,6 +18,6 @@ def get_secret_key(region_name, secret_name):
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return secret
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except Exception as e:
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logging.critical(f"Caught exception during get_secret_key, {e}", exc_info=True)
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raise SecretKeyRetrievalError
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raise SecretKeyRetrievalError(str(e))
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return None
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@@ -4,6 +4,7 @@ from flatten_dict import unflatten
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from server.default_config import get_default_config
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from server.common.config.dataset_config import DatasetConfig
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from server.common.config.server_config import ServerConfig
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from server.common.config.external_config import ExternalConfig
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from server.common.errors import ConfigurationError
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@@ -44,6 +45,9 @@ class AppConfig(object):
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# dataroot config
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self.dataroot_config = {}
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# external config
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self.external_config = ExternalConfig(self, self.default_config["external"])
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# Set to true when config_completed is called
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self.is_completed = False
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@@ -61,6 +65,7 @@ class AppConfig(object):
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self.default_dataset_config.check_config()
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for dataset_config in self.dataroot_config.values():
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dataset_config.check_config()
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self.external_config.check_config()
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def update_server_config(self, **kw):
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self.server_config.update(**kw)
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@@ -73,6 +78,51 @@ class AppConfig(object):
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value.update(**kw)
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self.is_complete = False
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def update_single_config_from_path_and_value(self, path, value):
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"""Update a single config parameter with the value.
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Path is a list of string, that gives a path to the config parameter to be updated.
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For example, path may be ["server","app","port"].
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"""
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self.is_complete = False
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if not isinstance(path, list):
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raise ConfigurationError(f"path must be a list of strings, got '{str(path)}'")
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for part in path:
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if not isinstance(part, str):
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raise ConfigurationError(f"path must be a list of strings, got '{str(path)}'")
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if len(path) < 1 or path[0] not in ("server", "dataset", "per_dataset_config"):
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raise ConfigurationError("path must start with 'server', 'dataset', or 'per_dataset_config'")
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if path[0] == "server":
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attr = "__".join(path[1:])
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try:
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self.update_server_config(**{attr: value})
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except ConfigurationError:
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raise ConfigurationError(f"unknown config parameter at path: '{str(path)}'")
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elif path[0] == "dataset":
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attr = "__".join(path[1:])
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try:
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self.update_default_dataset_config(**{attr: value})
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except ConfigurationError:
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raise ConfigurationError(f"unknown config parameter at path: '{str(path)}'")
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elif path[0] == "per_dataset_config":
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if len(path) < 2:
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raise ConfigurationError(f"missing dataroot when using per_dataset_config: got '{path}'")
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dataroot = path[1]
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if dataroot not in self.dataroot_config:
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dataroots = str(list(self.dataroot_config.keys()))
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raise ConfigurationError(
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f"unknown dataroot when using per_dataset_config: got '{path}',"
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f" dataroots specified in config are {dataroots}"
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)
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attr = "__".join(path[2:])
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try:
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self.dataroot_config[dataroot].update(**{attr: value})
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except ConfigurationError:
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raise ConfigurationError(f"unknown config parameter at path: '{str(path)}'")
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def update_from_config_file(self, config_file):
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try:
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with open(config_file) as yml_file:
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@@ -94,12 +144,16 @@ class AppConfig(object):
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# then apply the per dataset configuration
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self.dataroot_config[key].update_from_config(dataroot_config, f"per_dataset_config__{key}")
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if config.get("external"):
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self.external_config.update_from_config(config["external"], "external")
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self.is_complete = False
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def write_config(self, config_file):
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"""output the config to a yaml file"""
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def config_to_dict(self):
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"""return the configuration as an unflattened dict"""
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server = self.server_config.create_mapping(self.server_config.default_config)
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dataset = self.default_dataset_config.create_mapping(self.default_dataset_config.default_config)
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external = self.external_config.create_mapping(self.external_config.default_config)
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config = dict(server={}, dataset={})
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for attrname in server.keys():
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config["server__" + attrname] = getattr(self.server_config, attrname)
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@@ -111,15 +165,23 @@ class AppConfig(object):
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dataset = dataroot_config.create_mapping(dataroot_config.default_config)
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for attrname in dataset.keys():
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config[f"per_dataset_config__{dataroot_tag}__" + attrname] = getattr(dataroot_config, attrname)
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for attrname in external.keys():
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config["external__" + attrname] = getattr(self.external_config, attrname)
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config = unflatten(config, splitter=lambda key: key.split("__"))
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return config
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def write_config(self, config_file):
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"""output the config to a yaml file"""
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config = self.config_to_dict()
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yaml.dump(config, open(config_file, "w"))
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def changes_from_default(self):
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"""Return all the attribute that are different from the default"""
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diff_server = self.server_config.changes_from_default()
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diff_dataset = self.default_dataset_config.changes_from_default()
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diff = dict(server=diff_server, dataset=diff_dataset)
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diff_external = self.external.changes_from_default()
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diff = dict(server=diff_server, dataset=diff_dataset, external=diff_external)
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return diff
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def add_dataroot_config(self, dataroot_tag, **kw):
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@@ -154,6 +216,8 @@ class AppConfig(object):
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# messages we can give correct context for attributes with bad value.
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context = dict(messagefn=messagefn)
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# complete config for external_config first, since this may update values in the other sections
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self.external_config.complete_config(context)
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self.server_config.complete_config(context)
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self.default_dataset_config.complete_config(context)
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for dataroot_config in self.dataroot_config.values():
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@@ -80,8 +80,27 @@ class BaseConfig(object):
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raise ConfigurationError(f"The attr '{key}' has not been checked")
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def update(self, **kw):
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"""Update the attributes defined in kw with their new values."""
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for key, value in kw.items():
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if not hasattr(self, key):
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# check if the key is setting into a dictval entry.
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found_dictval = False
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for dictval in self.dictval_cases:
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dictvalname = "__".join(dictval)
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if dictvalname + "__" in key:
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dictkey = key[len(dictvalname) + 2 :]
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curdictval = getattr(self, dictvalname)
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if curdictval is None:
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setattr(self, dictvalname, dict(dictkey=value))
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else:
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curdictval[dictkey] = value
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found_dictval = True
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break
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if found_dictval:
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continue
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raise ConfigurationError(f"unknown config parameter {key}.")
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try:
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if type(value) == tuple:
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@@ -30,22 +30,18 @@ class DatasetConfig(BaseConfig):
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self.user_annotations__type = default_config["user_annotations"]["type"]
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self.user_annotations__local_file_csv__directory = default_config["user_annotations"]["local_file_csv"][
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"directory"
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] # noqa E501
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]
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self.user_annotations__local_file_csv__file = default_config["user_annotations"]["local_file_csv"]["file"]
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self.user_annotations__ontology__enable = default_config["user_annotations"]["ontology"]["enable"]
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self.user_annotations__ontology__obo_location = default_config["user_annotations"]["ontology"][
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"obo_location"
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] # noqa E501
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]
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self.user_annotations__hosted_tiledb_array__db_uri = default_config["user_annotations"][
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"hosted_tiledb_array"
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][
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"db_uri"
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] # noqa E501
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]["db_uri"]
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self.user_annotations__hosted_tiledb_array__hosted_file_directory = default_config["user_annotations"][
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"hosted_tiledb_array"
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][
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"hosted_file_directory"
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] # noqa E501
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]["hosted_file_directory"]
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self.embeddings__names = default_config["embeddings"]["names"]
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self.embeddings__enable_reembedding = default_config["embeddings"]["enable_reembedding"]
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@@ -98,20 +94,20 @@ class DatasetConfig(BaseConfig):
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self.validate_correct_type_of_configuration_attribute("user_annotations__type", str)
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self.validate_correct_type_of_configuration_attribute(
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"user_annotations__local_file_csv__directory", (type(None), str)
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) # noqa E501
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)
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self.validate_correct_type_of_configuration_attribute(
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"user_annotations__local_file_csv__file", (type(None), str)
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) # noqa E501
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)
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self.validate_correct_type_of_configuration_attribute("user_annotations__ontology__enable", bool)
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self.validate_correct_type_of_configuration_attribute(
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"user_annotations__ontology__obo_location", (type(None), str)
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) # noqa E501
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)
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self.validate_correct_type_of_configuration_attribute(
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"user_annotations__hosted_tiledb_array__db_uri", (type(None), str)
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) # noqa E501
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)
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self.validate_correct_type_of_configuration_attribute(
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"user_annotations__hosted_tiledb_array__hosted_file_directory", (type(None), str)
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) # noqa E501
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)
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if self.user_annotations__enable:
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server_config = self.app_config.server_config
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if not self.app__authentication_enable:
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@@ -166,7 +162,7 @@ class DatasetConfig(BaseConfig):
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self.validate_correct_type_of_configuration_attribute("user_annotations__hosted_tiledb_array__db_uri", str)
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self.validate_correct_type_of_configuration_attribute(
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"user_annotations__hosted_tiledb_array__hosted_file_directory", str
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) # noqa E501
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)
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self.user_annotations = AnnotationsHostedTileDB(
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directory_path=self.user_annotations__hosted_tiledb_array__hosted_file_directory,
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db=DbUtils(self.user_annotations__hosted_tiledb_array__db_uri),
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@@ -0,0 +1,96 @@
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import os
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from server.common.config.base_config import BaseConfig
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from server.common.errors import ConfigurationError
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from server.common.config import get_secret_key
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from server.common.errors import SecretKeyRetrievalError
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from server.common.utils.type_conversion_utils import convert_string_to_value
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class ExternalConfig(BaseConfig):
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"""Manages the config attribute associated with external configuration sources, such as
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environment variables or the AWS Secrets Manager."""
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def __init__(self, app_config, default_config):
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super().__init__(app_config, default_config)
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try:
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self.environment = default_config["environment"]
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self.aws_secrets_manager__region = default_config["aws_secrets_manager"]["region"]
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self.aws_secrets_manager__secrets = default_config["aws_secrets_manager"]["secrets"]
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except KeyError as e:
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raise ConfigurationError(f"Unexpected config: {str(e)}")
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def complete_config(self, context):
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self.handle_environment(context)
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self.handle_aws_secrets_manager(context)
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def handle_environment(self, context):
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"""For each environment variable defined, get the value (if it is set),
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and set the specified config parameter"""
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self.validate_correct_type_of_configuration_attribute("environment", list)
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for envdict in self.environment:
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name = envdict.get("name")
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if name is None:
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raise ConfigurationError("environment: 'name' is missing")
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required = envdict.get("required", False)
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if type(required) != bool:
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raise ConfigurationError("environment: 'required' must be a bool")
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path = envdict.get("path")
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if path is None:
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raise ConfigurationError("environment: 'path' is missing")
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value = os.environ.get(name)
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if value is None:
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if required:
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raise ConfigurationError(f"required environment variable '{name}' not set")
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else:
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value = convert_string_to_value(value)
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self.app_config.update_single_config_from_path_and_value(path, value)
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def handle_aws_secrets_manager(self, context):
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"""For each aws secret defined, get the key/values, and set the specified config parameter"""
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self.validate_correct_type_of_configuration_attribute("aws_secrets_manager__region", (type(None), str))
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self.validate_correct_type_of_configuration_attribute("aws_secrets_manager__secrets", list)
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if not self.aws_secrets_manager__secrets:
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return
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self.validate_correct_type_of_configuration_attribute("aws_secrets_manager__region", str)
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for secret in self.aws_secrets_manager__secrets:
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secret_name = secret.get("name")
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if secret_name is None:
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raise ConfigurationError("aws_secrets_manager: 'name' is missing")
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if not isinstance(secret_name, str):
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raise ConfigurationError("aws_secrets_manager: 'name' must be a string")
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try:
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secret_dict = get_secret_key(self.aws_secrets_manager__region, secret_name)
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except SecretKeyRetrievalError as e:
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raise ConfigurationError(f"Unable to retrieve secret {secret_name}: {str(e)}")
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values = secret.get("values")
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if values is None:
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raise ConfigurationError("aws_secrets_manager: 'values' is missing")
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if not isinstance(values, list):
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raise ConfigurationError("aws_secrets_manager: 'values' must be a list")
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for value in values:
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key = value.get("key")
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if key is None:
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raise ConfigurationError(f"missing 'key' in secret values: {secret_name}")
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path = value.get("path")
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if path is None:
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raise ConfigurationError(f"missing 'path' in secret values: {secret_name}")
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required = value.get("required", False)
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if type(required) != bool:
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raise ConfigurationError(f"wrong type for 'required' in secret values: {secret_name}")
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secret_value = secret_dict.get(key)
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if secret_value is None:
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if required:
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raise ConfigurationError(f"required secret '{secret_name}:{key}' not set")
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else:
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secret_value = convert_string_to_value(secret_value)
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self.app_config.update_single_config_from_path_and_value(path, secret_value)
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@@ -44,17 +44,17 @@ class ServerConfig(BaseConfig):
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self.authentication__type = default_config["authentication"]["type"]
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self.authentication__params_oauth__oauth_api_base_url = default_config["authentication"]["params_oauth"][
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"oauth_api_base_url"
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] # noqa E501
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]
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self.authentication__params_oauth__client_id = default_config["authentication"]["params_oauth"]["client_id"]
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self.authentication__params_oauth__client_secret = default_config["authentication"]["params_oauth"][
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"client_secret"
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] # noqa E501
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]
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self.authentication__params_oauth__jwt_decode_options = default_config["authentication"]["params_oauth"][
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"jwt_decode_options"
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] # noqa E501
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]
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self.authentication__params_oauth__session_cookie = default_config["authentication"]["params_oauth"][
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"session_cookie"
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] # noqa E501
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]
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self.authentication__params_oauth__cookie = default_config["authentication"]["params_oauth"]["cookie"]
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self.multi_dataset__dataroot = default_config["multi_dataset"]["dataroot"]
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@@ -62,10 +62,10 @@ class ServerConfig(BaseConfig):
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self.multi_dataset__allowed_matrix_types = default_config["multi_dataset"]["allowed_matrix_types"]
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self.multi_dataset__matrix_cache__max_datasets = default_config["multi_dataset"]["matrix_cache"][
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"max_datasets"
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] # noqa E501
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]
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self.multi_dataset__matrix_cache__timelimit_s = default_config["multi_dataset"]["matrix_cache"][
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"timelimit_s"
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] # noqa E501
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]
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self.single_dataset__datapath = default_config["single_dataset"]["datapath"]
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self.single_dataset__obs_names = default_config["single_dataset"]["obs_names"]
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@@ -151,11 +151,6 @@ class ServerConfig(BaseConfig):
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if not self.app__verbose:
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sys.tracebacklimit = 0
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# secret key:
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# first, from CXG_SECRET_KEY environment variable
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# second, from config file
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self.app__flask_secret_key = os.environ.get("CXG_SECRET_KEY", self.app__flask_secret_key)
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# CSP Directives are a dict of string: list(string) or string: string
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if self.app__csp_directives is not None:
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for k, v in self.app__csp_directives.items():
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@@ -178,25 +173,20 @@ class ServerConfig(BaseConfig):
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ptypes = str if self.authentication__type == "oauth" else (type(None), str)
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self.validate_correct_type_of_configuration_attribute(
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"authentication__params_oauth__oauth_api_base_url", ptypes
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) # noqa E501
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)
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self.validate_correct_type_of_configuration_attribute("authentication__params_oauth__client_id", ptypes)
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self.validate_correct_type_of_configuration_attribute("authentication__params_oauth__client_secret", ptypes)
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self.validate_correct_type_of_configuration_attribute(
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"authentication__params_oauth__jwt_decode_options", (type(None), dict)
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) # noqa E501
|
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)
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self.validate_correct_type_of_configuration_attribute("authentication__params_oauth__session_cookie", bool)
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|
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if self.authentication__params_oauth__session_cookie:
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self.validate_correct_type_of_configuration_attribute(
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"authentication__params_oauth__cookie", (type(None), dict)
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) # noqa E501
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)
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else:
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self.validate_correct_type_of_configuration_attribute("authentication__params_oauth__cookie", dict)
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# secret key: first, from CXG_OAUTH_CLIENT_SECRET environment variable
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# second, from config file
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||||
self.authentication__params_oauth__client_secret = os.environ.get(
|
||||
"CXG_OAUTH_CLIENT_SECRET", self.authentication__params_oauth__client_secret
|
||||
)
|
||||
|
||||
self.auth = AuthTypeFactory.create(self.authentication__type, self)
|
||||
if self.auth is None:
|
||||
@@ -286,7 +276,7 @@ class ServerConfig(BaseConfig):
|
||||
self.validate_correct_type_of_configuration_attribute("multi_dataset__matrix_cache__max_datasets", int)
|
||||
self.validate_correct_type_of_configuration_attribute(
|
||||
"multi_dataset__matrix_cache__timelimit_s", (type(None), int, float)
|
||||
) # noqa E501
|
||||
)
|
||||
|
||||
if self.multi_dataset__dataroot is None:
|
||||
return
|
||||
|
||||
@@ -151,3 +151,17 @@ def convert_pandas_series_to_numpy(series_to_convert: pd.Series, dtype):
|
||||
logging.error("Cannot convert a pandas Series object to an integer dtype if it contains NaNs.")
|
||||
|
||||
return series_to_convert.to_numpy(dtype)
|
||||
|
||||
|
||||
def convert_string_to_value(value: str):
|
||||
"""convert a string to value with the most appropriate type"""
|
||||
if value.lower() == "true":
|
||||
return True
|
||||
if value.lower() == "false":
|
||||
return False
|
||||
if value == "null":
|
||||
return None
|
||||
try:
|
||||
return eval(value)
|
||||
except: # noqa E722
|
||||
return value
|
||||
|
||||
Reference in New Issue
Block a user