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awslabs/aws-sam-cli | samcli/commands/local/lib/provider.py | LayerVersion._compute_layer_name | def _compute_layer_name(is_defined_within_template, arn):
"""
Computes a unique name based on the LayerVersion Arn
Format:
<Name of the LayerVersion>-<Version of the LayerVersion>-<sha256 of the arn>
Parameters
----------
is_defined_within_template bool
... | python | def _compute_layer_name(is_defined_within_template, arn):
"""
Computes a unique name based on the LayerVersion Arn
Format:
<Name of the LayerVersion>-<Version of the LayerVersion>-<sha256 of the arn>
Parameters
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is_defined_within_template bool
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awslabs/aws-sam-cli | samcli/lib/utils/osutils.py | mkdir_temp | def mkdir_temp(mode=0o755):
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mode : octal
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awslabs/aws-sam-cli | samcli/lib/utils/osutils.py | stdout | def stdout():
"""
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Returns the stdout as a byte stream in a Py2/PY3 compatible manner
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awslabs/aws-sam-cli | samcli/lib/utils/osutils.py | stderr | def stderr():
"""
Returns the stderr as a byte stream in a Py2/PY3 compatible manner
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Byte stream of stderr
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awslabs/aws-sam-cli | samcli/local/layers/layer_downloader.py | LayerDownloader.download_all | def download_all(self, layers, force=False):
"""
Download a list of layers to the cache
Parameters
----------
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List of Layers representing the layer to be downloaded
force bool
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"""
Download a list of layers to the cache
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awslabs/aws-sam-cli | samcli/local/layers/layer_downloader.py | LayerDownloader.download | def download(self, layer, force=False):
"""
Download a given layer to the local cache.
Parameters
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Download a given layer to the local cache.
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awslabs/aws-sam-cli | samcli/local/layers/layer_downloader.py | LayerDownloader._fetch_layer_uri | def _fetch_layer_uri(self, layer):
"""
Fetch the Layer Uri based on the LayerVersion Arn
Parameters
----------
layer samcli.commands.local.lib.provider.LayerVersion
LayerVersion to fetch
Returns
-------
str
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"""
Fetch the Layer Uri based on the LayerVersion Arn
Parameters
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layer samcli.commands.local.lib.provider.LayerVersion
LayerVersion to fetch
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awslabs/aws-sam-cli | samcli/local/layers/layer_downloader.py | LayerDownloader._create_cache | def _create_cache(layer_cache):
"""
Create the Cache directory if it does not exist.
Parameters
----------
layer_cache
Directory to where the layers should be cached
Returns
-------
None
"""
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"""
Create the Cache directory if it does not exist.
Parameters
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layer_cache
Directory to where the layers should be cached
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awslabs/aws-sam-cli | samcli/commands/validate/lib/sam_template_validator.py | SamTemplateValidator.is_valid | def is_valid(self):
"""
Runs the SAM Translator to determine if the template provided is valid. This is similar to running a
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Runs the SAM Translator to determine if the template provided is valid. This is similar to running a
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awslabs/aws-sam-cli | samcli/commands/validate/lib/sam_template_validator.py | SamTemplateValidator._replace_local_codeuri | def _replace_local_codeuri(self):
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awslabs/aws-sam-cli | samcli/commands/validate/lib/sam_template_validator.py | SamTemplateValidator._update_to_s3_uri | def _update_to_s3_uri(property_key, resource_property_dict, s3_uri_value="s3://bucket/value"):
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awslabs/aws-sam-cli | samcli/commands/logs/logs_context.py | LogsCommandContext.formatter | def formatter(self):
"""
Creates and returns a Formatter capable of nicely formatting Lambda function logs
Returns
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LogsFormatter
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Creates and returns a Formatter capable of nicely formatting Lambda function logs
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awslabs/aws-sam-cli | samcli/commands/logs/logs_context.py | LogsCommandContext.log_group_name | def log_group_name(self):
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Name of the AWS CloudWatch Log Group that we will be querying. It generates the name based on the
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Name of the CloudWatch Log Group
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awslabs/aws-sam-cli | samcli/commands/logs/logs_context.py | LogsCommandContext._parse_time | def _parse_time(time_str, property_name):
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awslabs/aws-sam-cli | samcli/commands/logs/logs_context.py | LogsCommandContext._get_resource_id_from_stack | def _get_resource_id_from_stack(cfn_client, stack_name, logical_id):
"""
Given the LogicalID of a resource, call AWS CloudFormation to get physical ID of the resource within
the specified stack.
Parameters
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cfn_client
CloudFormation client provided ... | python | def _get_resource_id_from_stack(cfn_client, stack_name, logical_id):
"""
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_base_provider.py | SamBaseProvider.get_template | def get_template(template_dict, parameter_overrides=None):
"""
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template_dict : dict
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template_dict : dict
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_base_provider.py | SamBaseProvider._get_parameter_values | def _get_parameter_values(template_dict, parameter_overrides):
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t... | python | def _get_parameter_values(template_dict, parameter_overrides):
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_base_provider.py | SamBaseProvider._get_default_parameter_values | def _get_default_parameter_values(sam_template):
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Type: String
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awslabs/aws-sam-cli | samcli/local/docker/utils.py | to_posix_path | def to_posix_path(code_path):
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Change the code_path to be of unix-style if running on windows when supplied with an absolute windows path.
Parameters
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code_path : str
Directory in the host operating system that should be mounted within the container.
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Change the code_path to be of unix-style if running on windows when supplied with an absolute windows path.
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code_path : str
Directory in the host operating system that should be mounted within the container.
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awslabs/aws-sam-cli | samcli/local/docker/lambda_container.py | LambdaContainer._get_additional_options | def _get_additional_options(runtime, debug_options):
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Return additional Docker container options. Used by container debug mode to enable certain container
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:param DebugContext debug_options: DebugContext for the runtime of the container.
:return dict: Dictiona... | python | def _get_additional_options(runtime, debug_options):
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awslabs/aws-sam-cli | samcli/local/docker/lambda_container.py | LambdaContainer._get_entry_point | def _get_entry_point(runtime, debug_options=None): # pylint: disable=too-many-branches
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_api_provider.py | SamApiProvider._extract_apis | def _extract_apis(self, resources):
"""
Extract all Implicit Apis (Apis defined through Serverless Function with an Api Event
:param dict resources: Dictionary of SAM/CloudFormation resources
:return: List of nametuple Api
"""
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"""
Extract all Implicit Apis (Apis defined through Serverless Function with an Api Event
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_api_provider.py | SamApiProvider._extract_from_serverless_api | def _extract_from_serverless_api(self, logical_id, api_resource, collector):
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Extract APIs from AWS::Serverless::Api resource by reading and parsing Swagger documents. The result is added
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logical_id : str
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_api_provider.py | SamApiProvider._merge_apis | def _merge_apis(collector):
"""
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_api_provider.py | SamApiProvider._normalize_apis | def _normalize_apis(apis):
"""
Normalize the APIs to use standard method name
Parameters
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apis : list of samcli.commands.local.lib.provider.Api
List of APIs to replace normalize
Returns
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list of samcli.commands.local.lib.prov... | python | def _normalize_apis(apis):
"""
Normalize the APIs to use standard method name
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apis : list of samcli.commands.local.lib.provider.Api
List of APIs to replace normalize
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_api_provider.py | SamApiProvider._extract_apis_from_function | def _extract_apis_from_function(logical_id, function_resource, collector):
"""
Fetches a list of APIs configured for this SAM Function resource.
Parameters
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logical_id : str
Logical ID of the resource
function_resource : dict
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Fetches a list of APIs configured for this SAM Function resource.
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logical_id : str
Logical ID of the resource
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_api_provider.py | SamApiProvider._extract_apis_from_events | def _extract_apis_from_events(function_logical_id, serverless_function_events, collector):
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_api_provider.py | SamApiProvider._convert_event_api | def _convert_event_api(lambda_logical_id, event_properties):
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_api_provider.py | SamApiProvider._normalize_http_methods | def _normalize_http_methods(http_method):
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:param str http_method: Http method
:yield str: Either the input http_method or one of the... | python | def _normalize_http_methods(http_method):
"""
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_api_provider.py | ApiCollector.add_apis | def add_apis(self, logical_id, apis):
"""
Stores the given APIs tagged under the given logicalId
Parameters
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logical_id : str
LogicalId of the AWS::Serverless::Api resource
apis : list of samcli.commands.local.lib.provider.Api
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"""
Stores the given APIs tagged under the given logicalId
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LogicalId of the AWS::Serverless::Api resource
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_api_provider.py | ApiCollector.add_binary_media_types | def add_binary_media_types(self, logical_id, binary_media_types):
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awslabs/aws-sam-cli | samcli/commands/local/lib/sam_api_provider.py | ApiCollector._get_properties | def _get_properties(self, logical_id):
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awslabs/aws-sam-cli | samcli/local/lambdafn/runtime.py | _unzip_file | def _unzip_file(filepath):
"""
Helper method to unzip a file to a temporary directory
:param string filepath: Absolute path to this file
:return string: Path to the temporary directory where it was unzipped
"""
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Helper method to unzip a file to a temporary directory
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awslabs/aws-sam-cli | samcli/local/lambdafn/runtime.py | LambdaRuntime.invoke | def invoke(self,
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event,
debug_context=None,
stdout=None,
stderr=None):
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Invoke the given Lambda function locally.
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awslabs/aws-sam-cli | samcli/local/lambdafn/runtime.py | LambdaRuntime._configure_interrupt | def _configure_interrupt(self, function_name, timeout, container, is_debugging):
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awslabs/aws-sam-cli | samcli/local/lambdafn/runtime.py | LambdaRuntime._get_code_dir | def _get_code_dir(self, code_path):
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awslabs/aws-sam-cli | samcli/local/docker/lambda_image.py | LambdaImage.build | def build(self, runtime, layers):
"""
Build the image if one is not already on the system that matches the runtime and layers
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----------
runtime str
Name of the Lambda runtime
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"""
Build the image if one is not already on the system that matches the runtime and layers
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awslabs/aws-sam-cli | samcli/local/docker/lambda_image.py | LambdaImage._generate_docker_image_version | def _generate_docker_image_version(layers, runtime):
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awslabs/aws-sam-cli | samcli/local/docker/lambda_image.py | LambdaImage._build_image | def _build_image(self, base_image, docker_tag, layers):
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base_image str
Base Image to use for the new image
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Docker tag (REPOSITORY:TAG) to use when building the image
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"""
Builds the image
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Base Image to use for the new image
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Docker tag (REPOSITORY:TAG) to use when building the image
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awslabs/aws-sam-cli | samcli/local/docker/lambda_image.py | LambdaImage._generate_dockerfile | def _generate_dockerfile(base_image, layers):
"""
Generate the Dockerfile contents
A generated Dockerfile will look like the following:
```
FROM lambci/lambda:python3.6
ADD --chown=sbx_user1051:495 layer1 /opt
ADD --chown=sbx_user1051:495 layer2 /opt
```... | python | def _generate_dockerfile(base_image, layers):
"""
Generate the Dockerfile contents
A generated Dockerfile will look like the following:
```
FROM lambci/lambda:python3.6
ADD --chown=sbx_user1051:495 layer1 /opt
ADD --chown=sbx_user1051:495 layer2 /opt
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awslabs/aws-sam-cli | samcli/commands/local/lib/local_api_service.py | LocalApiService.start | def start(self):
"""
Creates and starts the local API Gateway service. This method will block until the service is stopped
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to invoke the Lambda function and receive a response.
... | python | def start(self):
"""
Creates and starts the local API Gateway service. This method will block until the service is stopped
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"""
Returns a list of routes to configure the Local API Service based on the APIs configured in the template.
Parameters
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api_provider : samcli.commands.local.lib.sam_api_provider.SamApiProvider
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"""
Returns a list of routes to configure the Local API Service based on the APIs configured in the template.
Parameters
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api_provider : samcli.commands.local.lib.sam_api_provider.SamApiProvider
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awslabs/aws-sam-cli | samcli/commands/local/lib/local_api_service.py | LocalApiService._print_routes | def _print_routes(api_provider, host, port):
"""
Helper method to print the APIs that will be mounted. This method is purely for printing purposes.
This method takes in a list of Route Configurations and prints out the Routes grouped by path.
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Helper method to print the APIs that will be mounted. This method is purely for printing purposes.
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awslabs/aws-sam-cli | samcli/commands/local/lib/local_api_service.py | LocalApiService._make_static_dir_path | def _make_static_dir_path(cwd, static_dir):
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awslabs/aws-sam-cli | samcli/local/lambda_service/local_lambda_invoke_service.py | LocalLambdaInvokeService.create | def create(self):
"""
Creates a Flask Application that can be started.
"""
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path = '/2015-03-31/functions/<function_name>/invocations'
self._app.add_url_rule(path,
endpoint=path,
vie... | python | def create(self):
"""
Creates a Flask Application that can be started.
"""
self._app = Flask(__name__)
path = '/2015-03-31/functions/<function_name>/invocations'
self._app.add_url_rule(path,
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awslabs/aws-sam-cli | samcli/local/lambda_service/local_lambda_invoke_service.py | LocalLambdaInvokeService.validate_request | def validate_request():
"""
Validates the incoming request
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1. The Request data is not json serializable
2. Query Parameters are sent to the endpoint
3. The Request Content-Type is not application/json
4. 'X-Amz-Log-Type' ... | python | def validate_request():
"""
Validates the incoming request
The following are invalid
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2. Query Parameters are sent to the endpoint
3. The Request Content-Type is not application/json
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awslabs/aws-sam-cli | samcli/local/lambda_service/local_lambda_invoke_service.py | LocalLambdaInvokeService._construct_error_handling | def _construct_error_handling(self):
"""
Updates the Flask app with Error Handlers for different Error Codes
"""
self._app.register_error_handler(500, LambdaErrorResponses.generic_service_exception)
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"""
Updates the Flask app with Error Handlers for different Error Codes
"""
self._app.register_error_handler(500, LambdaErrorResponses.generic_service_exception)
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awslabs/aws-sam-cli | samcli/local/lambda_service/local_lambda_invoke_service.py | LocalLambdaInvokeService._invoke_request_handler | def _invoke_request_handler(self, function_name):
"""
Request Handler for the Local Lambda Invoke path. This method is responsible for understanding the incoming
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Parameters
----------
function_name str
Name of th... | python | def _invoke_request_handler(self, function_name):
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awslabs/aws-sam-cli | samcli/local/lambdafn/zip.py | unzip | def unzip(zip_file_path, output_dir, permission=None):
"""
Unzip the given file into the given directory while preserving file permissions in the process.
Parameters
----------
zip_file_path : str
Path to the zip file
output_dir : str
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awslabs/aws-sam-cli | samcli/local/lambdafn/zip.py | _set_permissions | def _set_permissions(zip_file_info, extracted_path):
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Parameters
----------
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Object containing information about a file within a zip archive
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awslabs/aws-sam-cli | samcli/local/lambdafn/zip.py | unzip_from_uri | def unzip_from_uri(uri, layer_zip_path, unzip_output_dir, progressbar_label):
"""
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Parameters
----------
uri str
Uri to download from
layer_zip_path str
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"""
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uri str
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layer_zip_path str
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awslabs/aws-sam-cli | samcli/local/apigw/local_apigw_service.py | LocalApigwService.create | def create(self):
"""
Creates a Flask Application that can be started.
"""
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"""
Creates a Flask Application that can be started.
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self._app = Flask(__name__,
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awslabs/aws-sam-cli | samcli/local/apigw/local_apigw_service.py | LocalApigwService._generate_route_keys | def _generate_route_keys(self, methods, path):
"""
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:param str path: Path off the base url
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"""
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awslabs/aws-sam-cli | samcli/local/apigw/local_apigw_service.py | LocalApigwService._construct_error_handling | def _construct_error_handling(self):
"""
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"""
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"""
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awslabs/aws-sam-cli | samcli/local/apigw/local_apigw_service.py | LocalApigwService._get_current_route | def _get_current_route(self, flask_request):
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awslabs/aws-sam-cli | samcli/local/apigw/local_apigw_service.py | LocalApigwService._should_base64_decode_body | def _should_base64_decode_body(binary_types, flask_request, lamba_response_headers, is_base_64_encoded):
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awslabs/aws-sam-cli | samcli/local/apigw/local_apigw_service.py | LocalApigwService._construct_event | def _construct_event(flask_request, port, binary_types):
"""
Helper method that constructs the Event to be passed to Lambda
:param request flask_request: Flask Request
:return: String representing the event
"""
identity = ContextIdentity(source_ip=flask_request.remote_a... | python | def _construct_event(flask_request, port, binary_types):
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Helper method that constructs the Event to be passed to Lambda
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awslabs/aws-sam-cli | samcli/local/apigw/local_apigw_service.py | LocalApigwService._query_string_params | def _query_string_params(flask_request):
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Constructs an APIGW equivalent query string dictionary
Parameters
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flask_request request
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Returns dict (str: str)
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awslabs/aws-sam-cli | samcli/commands/local/lib/local_lambda.py | LocalLambdaRunner.invoke | def invoke(self, function_name, event, stdout=None, stderr=None):
"""
Find the Lambda function with given name and invoke it. Pass the given event to the function and return
response through the given streams.
This function will block until either the function completes or times out.
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"""
Find the Lambda function with given name and invoke it. Pass the given event to the function and return
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awslabs/aws-sam-cli | samcli/commands/local/lib/local_lambda.py | LocalLambdaRunner._get_invoke_config | def _get_invoke_config(self, function):
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awslabs/aws-sam-cli | samcli/commands/local/lib/local_lambda.py | LocalLambdaRunner._make_env_vars | def _make_env_vars(self, function):
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function : samcli.commands.local.lib.provider.Function
Lambda function to generate the configuration for
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function : samcli.commands.local.lib.provider.Function
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awslabs/aws-sam-cli | samcli/commands/local/lib/local_lambda.py | LocalLambdaRunner.get_aws_creds | def get_aws_creds(self):
"""
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awslabs/aws-sam-cli | samcli/local/events/api_event.py | ContextIdentity.to_dict | def to_dict(self):
"""
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"""
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awslabs/aws-sam-cli | samcli/local/events/api_event.py | RequestContext.to_dict | def to_dict(self):
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awslabs/aws-sam-cli | samcli/local/events/api_event.py | ApiGatewayLambdaEvent.to_dict | def to_dict(self):
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awslabs/aws-sam-cli | samcli/commands/logs/command.py | do_cli | def do_cli(function_name, stack_name, filter_pattern, tailing, start_time, end_time):
"""
Implementation of the ``cli`` method
"""
LOG.debug("'logs' command is called")
with LogsCommandContext(function_name,
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"""
Implementation of the ``cli`` method
"""
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awslabs/aws-sam-cli | samcli/local/docker/manager.py | ContainerManager.is_docker_reachable | def is_docker_reachable(self):
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... | python | def is_docker_reachable(self):
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Checks if Docker daemon is running. This is required for us to invoke the function locally
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Ask Docker to pull the container image with given name.
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image_name str
Name of the image
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awslabs/aws-sam-cli | samcli/local/docker/manager.py | ContainerManager.has_image | def has_image(self, image_name):
"""
Is the container image with given name available?
:param string image_name: Name of the image
:return bool: True, if image is available. False, otherwise
"""
try:
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retu... | python | def has_image(self, image_name):
"""
Is the container image with given name available?
:param string image_name: Name of the image
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awslabs/aws-sam-cli | samcli/commands/publish/command.py | do_cli | def do_cli(ctx, template, semantic_version):
"""Publish the application based on command line inputs."""
try:
template_data = get_template_data(template)
except ValueError as ex:
click.secho("Publish Failed", fg='red')
raise UserException(str(ex))
# Override SemanticVersion in t... | python | def do_cli(ctx, template, semantic_version):
"""Publish the application based on command line inputs."""
try:
template_data = get_template_data(template)
except ValueError as ex:
click.secho("Publish Failed", fg='red')
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awslabs/aws-sam-cli | samcli/commands/publish/command.py | _gen_success_message | def _gen_success_message(publish_output):
"""
Generate detailed success message for published applications.
Parameters
----------
publish_output : dict
Output from serverlessrepo publish_application
Returns
-------
str
Detailed success message
"""
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"""
Generate detailed success message for published applications.
Parameters
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publish_output : dict
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Detailed success message
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awslabs/aws-sam-cli | samcli/commands/publish/command.py | _print_console_link | def _print_console_link(region, application_id):
"""
Print link for the application in AWS Serverless Application Repository console.
Parameters
----------
region : str
AWS region name
application_id : str
The Amazon Resource Name (ARN) of the application
"""
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"""
Print link for the application in AWS Serverless Application Repository console.
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----------
region : str
AWS region name
application_id : str
The Amazon Resource Name (ARN) of the application
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awslabs/aws-sam-cli | samcli/local/apigw/service_error_responses.py | ServiceErrorResponses.lambda_failure_response | def lambda_failure_response(*args):
"""
Helper function to create a Lambda Failure Response
:return: A Flask Response
"""
response_data = jsonify(ServiceErrorResponses._LAMBDA_FAILURE)
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"""
Helper function to create a Lambda Failure Response
:return: A Flask Response
"""
response_data = jsonify(ServiceErrorResponses._LAMBDA_FAILURE)
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awslabs/aws-sam-cli | samcli/local/apigw/service_error_responses.py | ServiceErrorResponses.lambda_not_found_response | def lambda_not_found_response(*args):
"""
Constructs a Flask Response for when a Lambda function is not found for an endpoint
:return: a Flask Response
"""
response_data = jsonify(ServiceErrorResponses._NO_LAMBDA_INTEGRATION)
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"""
Constructs a Flask Response for when a Lambda function is not found for an endpoint
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"""
response_data = jsonify(ServiceErrorResponses._NO_LAMBDA_INTEGRATION)
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awslabs/aws-sam-cli | samcli/local/apigw/service_error_responses.py | ServiceErrorResponses.route_not_found | def route_not_found(*args):
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"""
Constructs a Flask Response for when a API Route (path+method) is not found. This is usually
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awslabs/aws-sam-cli | samcli/lib/utils/progressbar.py | progressbar | def progressbar(length, label):
"""
Creates a progressbar
Parameters
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length int
Length of the ProgressBar
label str
Label to give to the progressbar
Returns
-------
click.progressbar
Progressbar
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"""
Creates a progressbar
Parameters
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length int
Length of the ProgressBar
label str
Label to give to the progressbar
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awslabs/aws-sam-cli | samcli/cli/types.py | CfnParameterOverridesType._unquote | def _unquote(value):
r"""
Removes wrapping double quotes and any '\ ' characters. They are usually added to preserve spaces when passing
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Examples
--------
>>> _unquote('val\ ue')
value
>>> _unquote("hel\ lo")
hello
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Removes wrapping double quotes and any '\ ' characters. They are usually added to preserve spaces when passing
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awslabs/aws-sam-cli | samcli/local/services/base_local_service.py | BaseLocalService.run | def run(self):
"""
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Note: This is a **blocking call**
Raises
------
RuntimeError
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"""
if not self._app:
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awslabs/aws-sam-cli | samcli/local/services/base_local_service.py | BaseLocalService.service_response | def service_response(body, headers, status_code):
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awslabs/aws-sam-cli | samcli/local/services/base_local_service.py | LambdaOutputParser.get_lambda_output | def get_lambda_output(stdout_stream):
"""
This method will extract read the given stream and return the response from Lambda function separated out
from any log statements it might have outputted. Logs end up in the stdout stream if the Lambda function
wrote directly to stdout using Syst... | python | def get_lambda_output(stdout_stream):
"""
This method will extract read the given stream and return the response from Lambda function separated out
from any log statements it might have outputted. Logs end up in the stdout stream if the Lambda function
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awslabs/aws-sam-cli | samcli/local/services/base_local_service.py | LambdaOutputParser.is_lambda_error_response | def is_lambda_error_response(lambda_response):
"""
Check to see if the output from the container is in the form of an Error/Exception from the Lambda invoke
Parameters
----------
lambda_response str
The response the container returned
Returns
-------... | python | def is_lambda_error_response(lambda_response):
"""
Check to see if the output from the container is in the form of an Error/Exception from the Lambda invoke
Parameters
----------
lambda_response str
The response the container returned
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awslabs/aws-sam-cli | samcli/lib/build/app_builder.py | ApplicationBuilder.build | def build(self):
"""
Build the entire application
Returns
-------
dict
Returns the path to where each resource was built as a map of resource's LogicalId to the path string
"""
result = {}
for lambda_function in self._functions_to_build:
... | python | def build(self):
"""
Build the entire application
Returns
-------
dict
Returns the path to where each resource was built as a map of resource's LogicalId to the path string
"""
result = {}
for lambda_function in self._functions_to_build:
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awslabs/aws-sam-cli | samcli/lib/build/app_builder.py | ApplicationBuilder.update_template | def update_template(self, template_dict, original_template_path, built_artifacts):
"""
Given the path to built artifacts, update the template to point appropriate resource CodeUris to the artifacts
folder
Parameters
----------
template_dict
original_template_path... | python | def update_template(self, template_dict, original_template_path, built_artifacts):
"""
Given the path to built artifacts, update the template to point appropriate resource CodeUris to the artifacts
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----------
template_dict
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awslabs/aws-sam-cli | samcli/lib/build/app_builder.py | ApplicationBuilder._build_function | def _build_function(self, function_name, codeuri, runtime):
"""
Given the function information, this method will build the Lambda function. Depending on the configuration
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Parameters
----------
... | python | def _build_function(self, function_name, codeuri, runtime):
"""
Given the function information, this method will build the Lambda function. Depending on the configuration
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awslabs/aws-sam-cli | samcli/local/docker/lambda_build_container.py | LambdaBuildContainer._get_container_dirs | def _get_container_dirs(source_dir, manifest_dir):
"""
Provides paths to directories within the container that is required by the builder
Parameters
----------
source_dir : str
Path to the function source code
manifest_dir : str
Path to the direc... | python | def _get_container_dirs(source_dir, manifest_dir):
"""
Provides paths to directories within the container that is required by the builder
Parameters
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source_dir : str
Path to the function source code
manifest_dir : str
Path to the direc... | [
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awslabs/aws-sam-cli | samcli/local/docker/lambda_build_container.py | LambdaBuildContainer._convert_to_container_dirs | def _convert_to_container_dirs(host_paths_to_convert, host_to_container_path_mapping):
"""
Use this method to convert a list of host paths to a list of equivalent paths within the container
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... | python | def _convert_to_container_dirs(host_paths_to_convert, host_to_container_path_mapping):
"""
Use this method to convert a list of host paths to a list of equivalent paths within the container
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awslabs/aws-sam-cli | samcli/lib/samlib/wrapper.py | SamTranslatorWrapper.__translate | def __translate(self, parameter_values):
"""
This method is unused and a Work In Progress
"""
template_copy = self.template
sam_parser = Parser()
sam_translator = Translator(managed_policy_map=self.__managed_policy_map(),
sam_parser=s... | python | def __translate(self, parameter_values):
"""
This method is unused and a Work In Progress
"""
template_copy = self.template
sam_parser = Parser()
sam_translator = Translator(managed_policy_map=self.__managed_policy_map(),
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awslabs/aws-sam-cli | samcli/lib/samlib/wrapper.py | SamTranslatorWrapper.__managed_policy_map | def __managed_policy_map(self):
"""
This method is unused and a Work In Progress
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try:
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except Exception as ex:
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# If of... | python | def __managed_policy_map(self):
"""
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awslabs/aws-sam-cli | samcli/lib/samlib/wrapper.py | _SamParserReimplemented._validate | def _validate(self, sam_template):
""" Validates the template and parameter values and raises exceptions if there's an issue
:param dict sam_template: SAM template
"""
if "Resources" not in sam_template or not isinstance(sam_template["Resources"], dict) \
or not sam_tem... | python | def _validate(self, sam_template):
""" Validates the template and parameter values and raises exceptions if there's an issue
:param dict sam_template: SAM template
"""
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awslabs/aws-sam-cli | samcli/commands/local/generate_event/event_generation.py | ServiceCommand.get_command | def get_command(self, ctx, cmd_name):
"""
gets the subcommands under the service name
Parameters
----------
ctx : Context
the context object passed into the method
cmd_name : str
the service name
Returns
-------
EventTypeSu... | python | def get_command(self, ctx, cmd_name):
"""
gets the subcommands under the service name
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ctx : Context
the context object passed into the method
cmd_name : str
the service name
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-------
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awslabs/aws-sam-cli | samcli/commands/local/generate_event/event_generation.py | EventTypeSubCommand.get_command | def get_command(self, ctx, cmd_name):
"""
gets the Click Commands underneath a service name
Parameters
----------
ctx: Context
context object passed in
cmd_name: string
the service name
Returns
-------
cmd: Click.Command
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"""
gets the Click Commands underneath a service name
Parameters
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ctx: Context
context object passed in
cmd_name: string
the service name
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awslabs/aws-sam-cli | samcli/commands/local/generate_event/event_generation.py | EventTypeSubCommand.cmd_implementation | def cmd_implementation(self, events_lib, top_level_cmd_name, subcmd_name, *args, **kwargs):
"""
calls for value substitution in the event json and returns the
customized json as a string
Parameters
----------
events_lib
top_level_cmd_name: string
the ... | python | def cmd_implementation(self, events_lib, top_level_cmd_name, subcmd_name, *args, **kwargs):
"""
calls for value substitution in the event json and returns the
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marcotcr/lime | lime/lime_base.py | LimeBase.generate_lars_path | def generate_lars_path(weighted_data, weighted_labels):
"""Generates the lars path for weighted data.
Args:
weighted_data: data that has been weighted by kernel
weighted_label: labels, weighted by kernel
Returns:
(alphas, coefs), both are arrays correspondin... | python | def generate_lars_path(weighted_data, weighted_labels):
"""Generates the lars path for weighted data.
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weighted_data: data that has been weighted by kernel
weighted_label: labels, weighted by kernel
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marcotcr/lime | lime/lime_base.py | LimeBase.forward_selection | def forward_selection(self, data, labels, weights, num_features):
"""Iteratively adds features to the model"""
clf = Ridge(alpha=0, fit_intercept=True, random_state=self.random_state)
used_features = []
for _ in range(min(num_features, data.shape[1])):
max_ = -100000000
... | python | def forward_selection(self, data, labels, weights, num_features):
"""Iteratively adds features to the model"""
clf = Ridge(alpha=0, fit_intercept=True, random_state=self.random_state)
used_features = []
for _ in range(min(num_features, data.shape[1])):
max_ = -100000000
... | [
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] | 08133d47df00ed918e22005e0c98f6eefd5a1d71 | https://github.com/marcotcr/lime/blob/08133d47df00ed918e22005e0c98f6eefd5a1d71/lime/lime_base.py#L49-L68 | train |
marcotcr/lime | lime/lime_base.py | LimeBase.feature_selection | def feature_selection(self, data, labels, weights, num_features, method):
"""Selects features for the model. see explain_instance_with_data to
understand the parameters."""
if method == 'none':
return np.array(range(data.shape[1]))
elif method == 'forward_selection':
... | python | def feature_selection(self, data, labels, weights, num_features, method):
"""Selects features for the model. see explain_instance_with_data to
understand the parameters."""
if method == 'none':
return np.array(range(data.shape[1]))
elif method == 'forward_selection':
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