`utils.rcclient`

Subpackages

Submodules

Package Contents

Classes

`LogUtil`
`AbstractExpression`	The abstract base class for all expressions except GroupExpression.
`ExpressionFactory`
`ItemExpression`	A class used to build item an expression for segment.
`RecipeExpression`	A class used to build item an expression for segment.
`BooleanExpression`	A class used to build boolen expression for segment.
`GlobalRefExpression`	The abstract base class for all expressions except GroupExpression.
`DataLabelExpression`	A class used to build DataLabel expression for segment.
`GroupExpression`	A class used to build logical expression for segment.
`Condition`	A class which builds condition object for Segment.
`Segment`	A class which creates segment for a given dataset.
`Segment`	A class which creates segment for a given dataset.
`Recipe`
`LogUtil`
`Scenario`	A class representing a scenario object that contains various properties
`LogUtil`
`Code`
`Recipe`
`LogUtil`
`GlobalVariable`	A class representing a Global Variable.
`Operator`	str(object='') -> str
`DataType`	str(object='') -> str
`ExpressionType`	str(object='') -> str
`GroupType`	str(object='') -> str
`NotebookUtils`
`LogUtil`
`SignedUrlResult`
`Artifact`

Attributes

`logger`
`logger`
`logger`
`logger`
`logger`

class utils.rcclient.LogUtil

classmethod get_logger()

classmethod get_plain_logger()

classmethod get_pandas_logger()

classmethod get_papermill_logger()

classmethod set_basic_config(format='%(levelname)s:%(message)s', level=logging.INFO)

classmethod highlight_msg(msg: str)

utils.rcclient.logger

class utils.rcclient.AbstractExpression

The abstract base class for all expressions except GroupExpression.

and_with(expr: ItemExpression | GroupExpression | DataLabelExpression | GlobalRefExpression | BooleanExpression) → GroupExpression

Returns rcclient.entities.segment.GroupExpression object representing logical AND between two expressions. The two expressions can be any of the following types:

rcclient.entities.segment.ItemExpression rcclient.entities.segment.GroupExpression rcclient.entities.segment.DataLabelExpression rcclient.entities.segment.GlobalRefExpression rcclient.entities.segment.BooleanExpression

Parameters:: expr – Any expression type object
Returns:: An object of rcclient.entities.segment.GroupExpression

or_with(expr: ItemExpression | GroupExpression | DataLabelExpression | GlobalRefExpression | BooleanExpression) → GroupExpression

Returns rcclient.entities.segment.GroupExpression object representing logical OR between two expressions. The two expressions can be any of the following types: rcclient.entities.segment.ItemExpression rcclient.entities.segment.GroupExpression rcclient.entities.segment.DataLabelExpression rcclient.entities.segment.GlobalRefExpression rcclient.entities.segment.BooleanExpression

Parameters:: expr – Any expression type object
Returns:: An object of rcclient.entities.segment.GroupExpression

class utils.rcclient.ExpressionFactory

property expr_type_map

get_expr(expr_type: str)

class utils.rcclient.ItemExpression

Bases: AbstractExpression

A class used to build item an expression for segment.

An ItemExpression is a mathematical expression composed of a variable, an operator and a value. This represents a condition which when applied to dataset creates a segment.

Example:

ItemExpression(
    field='age', operator=Operator.LESSER_OR_EQUAL, value=25
)

This will create a segment of users with age <= 25 years.

field: str

operator: utils.rcclient.enums.segment_enums.Operator

value: str

datatype: utils.rcclient.enums.segment_enums.DataType

expr_type: utils.rcclient.enums.segment_enums.ExpressionType

__post_init__()

classmethod from_(expr: utils.rcclient.dtos.response_dtos.ItemExpressionResponseDto) → ItemExpression

class utils.rcclient.RecipeExpression

Bases: ItemExpression

A class used to build item an expression for segment.

An ItemExpression is a mathematical expression composed of a variable, an operator and a value. This represents a condition which when applied to dataset creates a segment.

Example:

ItemExpression(
    field='age', operator=Operator.LESSER_OR_EQUAL, value=25
)

This will create a segment of users with age <= 25 years.

expr_type: utils.rcclient.enums.segment_enums.ExpressionType

__post_init__()

class utils.rcclient.BooleanExpression

Bases: AbstractExpression

A class used to build boolen expression for segment.

A boolen expression is an expression which is either True or False.

Example:

BooleanExpression(expr_type=ExpressionType.ALWAYS_TRUE)

This will create a True expression.

expr_type: utils.rcclient.enums.segment_enums.ExpressionType

__post_init__()

classmethod from_(expr: utils.rcclient.dtos.response_dtos.SimpleExpressionResponseDto) → BooleanExpression

class utils.rcclient.GlobalRefExpression

Bases: AbstractExpression

The abstract base class for all expressions except GroupExpression.

name: str

expr_type: utils.rcclient.enums.segment_enums.ExpressionType

__post_init__()

classmethod from_(expr: utils.rcclient.dtos.response_dtos.SimpleExpressionResponseDto) → GlobalRefExpression

class utils.rcclient.DataLabelExpression

Bases: AbstractExpression

A class used to build DataLabel expression for segment.

A data label expression is an expression… .

Example:

DataLabelExpression(data_labels: ['dl1', 'dl2'])

data_labels: list[str]

expr_type: utils.rcclient.enums.segment_enums.ExpressionType

__post_init__()

classmethod from_(expr: utils.rcclient.dtos.response_dtos.SimpleExpressionResponseDto) → DataLabelExpression

class utils.rcclient.GroupExpression

A class used to build logical expression for segment.

A goup expression is an expression which creates a logical expression out of 2 expressions of any type.

Example:

bool_ex = BooleanExpression(expr_type=ExpressionType.ALWAYS_TRUE)
item_ex = ItemExpression(
    field='f1', operator=Operator.EQUAL_TO, value=25
)
GroupExpression(
    group_type=GroupType.AND, group_elements=[bool_ex, item_ex]
)

This will create an expression which will do AND between bool_ex and item_ex.

group_type: utils.rcclient.enums.segment_enums.GroupType

group_elements: list[BooleanExpression | GroupExpression | ItemExpression | GlobalRefExpression | DataLabelExpression]

expr_type: utils.rcclient.enums.segment_enums.ExpressionType

expr_factory: ClassVar[ExpressionFactory]

__post_init__()

classmethod from_(expr: utils.rcclient.dtos.response_dtos.GroupExpressionResponseDto) → GroupExpression

and_with(expr: ItemExpression | GroupExpression | DataLabelExpression | GlobalRefExpression | BooleanExpression) → GroupExpression: This creates a logical expression which does AND operation on caller object and object passed in args. Returns a rcclient.entities.segment.GroupExpression object. If expr is None, it return the same object it was called on.

or_with(expr: ItemExpression | GroupExpression | DataLabelExpression | GlobalRefExpression | BooleanExpression) → GroupExpression: This creates a logical expression which does OR operation on caller object and object passed in args. Returns a rcclient.entities.segment.GroupExpression object. If expr is None, it return the same object it was called on.

class utils.rcclient.Condition

A class which builds condition object for Segment.

expression: GroupExpression | ItemExpression | BooleanExpression | GlobalRefExpression | DataLabelExpression | RecipeExpression

expr_factory: ClassVar[ExpressionFactory]

__post_init__()

classmethod from_(condition: utils.rcclient.dtos.response_dtos.ConditionResponseDto) → Condition

class utils.rcclient.Segment

A class which creates segment for a given dataset.

It requires name, description, condition and dataset_id to the constructor to create an object. This class gives the ability to perform following operations on the object:

save - Save the object.

try_it - Returns sample data of the segment.

get_data - Returns sample data of the segment.

delete - Delete the object.

Example:

expr = ItemExpression(
    field='age', operator=Operator.LESS_THAN_EQUAL, value=25
)
segment = Segment(
    name='age_less_than_25',
    description="Employees with age less than 25 years",
    codition=Condition(expr),
    dataset_id='employee_dataset_id',
    row_limit=30
)
segment.save()

Segment can also find segments by name and dataset_id using find method and get specific object by segment id using get method. find and get are classmethods and can be called on Segment class.

Example:

Segment.find(name="age_less_than_25", dataset_id='employee_dataset_id')
Segment.get('employee_segment_id')

name: str

condition: Condition

dataset_id: str

_id: str

description: str

created

row_limit: int = 10

segment_service: ClassVar[utils.rcclient.services.segment_service.SegmentService]

feature_service: ClassVar[utils.rcclient.services.feature_service.FeatureService]

__post_init__()

classmethod from_(segment_res_dto: utils.rcclient.dtos.response_dtos.SegmentResponseDto) → Segment

classmethod get(_id: str) → Segment

classmethod find(dataset_id: str, name: str = None) → list[Segment]

add_condition(expr: ItemExpression | GlobalRefExpression | GroupExpression | DataLabelExpression | BooleanExpression) → None

get_data(num_rows: int = None) → utils.rcclient.dtos.response_dtos.SegmentData

try_it() → utils.rcclient.dtos.response_dtos.SegmentData

save() → bool

delete() → None

__resolve_condition_attributes_datatype(features: Dict[str, utils.rcclient.enums.segment_enums.DataType], expr=None) → None

class utils.rcclient.Segment

A class which creates segment for a given dataset.

It requires name, description, condition and dataset_id to the constructor to create an object. This class gives the ability to perform following operations on the object:

save - Save the object.

try_it - Returns sample data of the segment.

get_data - Returns sample data of the segment.

delete - Delete the object.

Example:

expr = ItemExpression(
    field='age', operator=Operator.LESS_THAN_EQUAL, value=25
)
segment = Segment(
    name='age_less_than_25',
    description="Employees with age less than 25 years",
    codition=Condition(expr),
    dataset_id='employee_dataset_id',
    row_limit=30
)
segment.save()

Segment can also find segments by name and dataset_id using find method and get specific object by segment id using get method. find and get are classmethods and can be called on Segment class.

Example:

Segment.find(name="age_less_than_25", dataset_id='employee_dataset_id')
Segment.get('employee_segment_id')

name: str

condition: Condition

dataset_id: str

_id: str

description: str

created

row_limit: int = 10

segment_service: ClassVar[utils.rcclient.services.segment_service.SegmentService]

feature_service: ClassVar[utils.rcclient.services.feature_service.FeatureService]

__post_init__()

classmethod from_(segment_res_dto: utils.rcclient.dtos.response_dtos.SegmentResponseDto) → Segment

classmethod get(_id: str) → Segment

classmethod find(dataset_id: str, name: str = None) → list[Segment]

add_condition(expr: ItemExpression | GlobalRefExpression | GroupExpression | DataLabelExpression | BooleanExpression) → None

get_data(num_rows: int = None) → utils.rcclient.dtos.response_dtos.SegmentData

try_it() → utils.rcclient.dtos.response_dtos.SegmentData

save() → bool

delete() → None

__resolve_condition_attributes_datatype(features: Dict[str, utils.rcclient.enums.segment_enums.DataType], expr=None) → None

class utils.rcclient.Recipe

class RunConfig

name: str

_id: str

variables: dict

classmethod from_(run_config: utils.rcclient.dtos.response_dtos.RecipeResponseDto.RunConfigResponseDto) → Recipe

_id: str

name: str

run_configs: list[Recipe]

recipe_service: ClassVar[utils.rcclient.services.recipe_service.RecipeService]

classmethod from_(recipe: utils.rcclient.dtos.response_dtos.RecipeResponseDto) → Recipe

classmethod find(project_id: str)

stop()

class utils.rcclient.LogUtil

classmethod get_logger()

classmethod get_plain_logger()

classmethod get_pandas_logger()

classmethod get_papermill_logger()

classmethod set_basic_config(format='%(levelname)s:%(message)s', level=logging.INFO)

classmethod highlight_msg(msg: str)

utils.rcclient.logger

class utils.rcclient.Scenario

A class representing a scenario object that contains various properties such as its name, project ID, description, variables, shared variables, segment IDs, and segments. It also includes several methods to interact with the ScenarioService and manage the scenario object.

name

The name of the scenario.

Type:: str

project_id

The ID of the project the scenario belongs to. Defaults to None.

Type:: str, optional

_id

The ID of the scenario. Defaults to None.

Type:: str, optional

description

A description of the scenario. Defaults to None.

Type:: str, optional

variables

A list of variables associated with the scenario. Defaults to an empty list.

Type:: List[Scenario.Variable], optional

shared_variables

A dictionary of shared variables associated with the scenario. Defaults to an empty dictionary.

Type:: Dict[str, str], optional

segment_ids

A list of segment IDs associated with the scenario. Defaults to an empty list.

Type:: List[str], optional

segments

A list of segment objects associated with the scenario. Defaults to an empty list.

Type:: List[Segment], optional

scenario_service

The service used to interact with the scenarios.

Type:: ClassVar[ScenarioService]

from_(res_dto): Constructs a scenario object from a ScenarioResponseDto object.

get(_id): Retrieves a scenario object by ID.

find(project_id, name=None, experiment_id=None): Retrieves a list of scenarios that match the given criteria.

save(): Saves the scenario object.

delete(): Deletes the scenario object.

add_segments(segments): Adds the given segments to the scenario.

class Variable

A class representing a variable associated with a scenario.

variable_name

The name of the variable.

Type:: str

variable_value

The value of the variable.

Type:: str

recipe_name

The name of the recipe the variable belongs to. Defaults to None.

Type:: str, optional

transform_name

The name of the transform the variable belongs to. Defaults to None.

Type:: str, optional

variable_name: str

variable_value: str

recipe_name: str

transform_name: str

classmethod from_(res_dto: utils.rcclient.dtos.response_dtos.ScenarioResponseDto.VariableResponseDto) → Scenario

Constructs a Variable object from a: ScenarioResponseDto.VariableResponseDto object.

Parameters:: res_dto (ScenarioResponseDto.VariableResponseDto) – The DTO object containing the variable data.
Returns:: The constructed Variable object.
Return type:: Scenario.Variable

classmethod from_recipe(recipe: utils.rcclient.entities.recipe.Recipe)

Constructs a list of Variable objects from a recipe object.

Parameters:: recipe (Recipe) – The recipe object to extract variables from.
Returns:: The list
Return type:: List[Scenario.Variable]

name: str

project_id: str

_id: str

description: str

variables: List[Scenario]

shared_variables: Dict[str, str]

segment_ids: List[str]

segments: List[utils.rcclient.entities.segment.Segment]

scenario_service: ClassVar[utils.rcclient.services.scenario_service.ScenarioService]

classmethod from_(res_dto: utils.rcclient.dtos.response_dtos.ScenarioResponseDto) → Scenario

Create a new Scenario instance from a ScenarioResponseDto object.

Parameters:

res_dto – A ScenarioResponseDto object containing the information about the scenario.

Returns:

A new Scenario instance with the information from the: ScenarioResponseDto object.

classmethod get(_id: str) → Scenario

Retrieves a scenario by its ID using a scenario service.

Parameters:: _id (str) – The ID of the scenario to retrieve.
Returns:: The retrieved scenario.
Return type:: Scenario
Raises:: ValueError – If the scenario with the given ID could not be found.

classmethod find(project_id: str, name: str = None, experiment_id: str = None) → List[Scenario]

Find scenarios that match the given parameters.

Parameters:

project_id – The ID of the project to search in.
name – The name of the scenarios to search for (optional).
experiment_id – The ID of the experiment to search in (optional).

Returns:

A list of Scenario objects that match the search criteria.

save() → Scenario

Saves the current Scenario object in the database and returns the saved: object.

Returns:: The saved Scenario object.
Return type:: Scenario

delete() → None

Deletes the current scenario and logs the success.

Raises:: An Exception if deletion fails. –

add_segments(segments: List[utils.rcclient.entities.segment.Segment]) → None

Adds the provided list of segments to the current Scenario object’s segment_ids attribute, excluding segments with None _id attributes.

Parameters:: segments (List[Segment]) – A list of Segment objects to be added to the current Scenario object’s segments.
Returns:: None

class utils.rcclient.LogUtil

classmethod get_logger()

classmethod get_plain_logger()

classmethod get_pandas_logger()

classmethod get_papermill_logger()

classmethod set_basic_config(format='%(levelname)s:%(message)s', level=logging.INFO)

classmethod highlight_msg(msg: str)

utils.rcclient.logger

class utils.rcclient.Code

recipe_id: str

entity_ids: List[str]

user_input: str

ask_ai: bool = False

with_signature: bool = True

outputs: List[str]

charts: List[str]

__body: str

__code: str

__prompt: str

recipe_service: ClassVar[utils.rcclient.services.recipe_service.RecipeService]

classmethod from_(res_dto)

Creates an instance of the class from a response DTO object.

Parameters:: res_dto – The response DTO object containing the necessary data.
Returns:: An instance of the class with attributes initialized from the response DTO object.
Return type:: cls

show()

get_body()

get_code()

get_prompt()

update(body: str)

classmethod generate_code(recipe_id: str, user_input: str, entity_ids: List[str], ask_ai: bool, with_signature: bool, outputs: List[str], charts: List[str])

Generates code using the specified parameters.

Parameters:

recipe_id (str) – The ID of the recipe.
scenario_id (str) – The ID of the scenario.
user_input (str) – The user input for the code generation.
ask_ai (bool) – Flag indicating whether to include AI-generated code.
with_signature (bool) – Flag indicating whether to include function signature.
outputs (List[str]) – List of outputs for the generated code.

Returns:

The generated code.

Return type:

str

class utils.rcclient.Recipe

class RunConfig

name: str

_id: str

variables: dict

classmethod from_(run_config: utils.rcclient.dtos.response_dtos.RecipeResponseDto.RunConfigResponseDto) → Recipe

_id: str

name: str

run_configs: list[Recipe]

recipe_service: ClassVar[utils.rcclient.services.recipe_service.RecipeService]

classmethod from_(recipe: utils.rcclient.dtos.response_dtos.RecipeResponseDto) → Recipe

classmethod find(project_id: str)

stop()

class utils.rcclient.LogUtil

classmethod get_logger()

classmethod get_plain_logger()

classmethod get_pandas_logger()

classmethod get_papermill_logger()

classmethod set_basic_config(format='%(levelname)s:%(message)s', level=logging.INFO)

classmethod highlight_msg(msg: str)

utils.rcclient.logger

class utils.rcclient.GlobalVariable

A class representing a Global Variable.

Attributes:

namestr: The name of the Global Variable.
project_idstr, optional: The ID of the project to which this Global Variable belongs.
_idstr, optional: The unique identifier of the Global Variable.
typestr, optional: The data type of the Global Variable.
valuestr, optional: The value of the Global Variable.
gv_serviceClassVar[gv_svc.GlobalVariableService]: An instance of the GlobalVariableService class, used to interact with the platform API.

Methods:

from_(res_dto: res_dtos.GlobalVariableResponseDto) -> GlobalVariable:: Create a new GlobalVariable instance from a GlobalVariableResponseDto object.
get_all(project_id: str) -> List[GlobalVariable]:: Get a list of all Global Variables belonging to the specified project.
get_all_by_solution(solution_id: str) -> List[GlobalVariable]:: Get a list of all Global Variables belonging to the specified solution.
get(_id: str) -> GlobalVariable:: Get a GlobalVariable instance by its unique identifier.
create() -> GlobalVariable:: Create a new Global Variable.
update() -> GlobalVariable:: Update the value of an existing Global Variable.
delete() -> None:: Delete an existing Global Variable.

name: str

project_id: str

_id: str

type: str

value: str

gv_service: ClassVar[utils.rcclient.services.global_variable_service.GlobalVariableService]

classmethod from_(res_dto: utils.rcclient.dtos.response_dtos.GlobalVariableResponseDto) → GlobalVariable

classmethod get_all(project_id: str) → List[GlobalVariable]

Returns a list of all GlobalVariable objects belonging to the specified project.

Parameters:

project_id (str) – The ID of the project to retrieve GlobalVariable
for. (objects)

Returns:

A list of GlobalVariable objects belonging to the specified project.

Return type:

List[GlobalVariable]

classmethod get_all_by_solution(solution_id: str) → List[GlobalVariable]

Returns a list of all GlobalVariable objects belonging to the specified solution.

Parameters:

solution_id (str) – The ID of the solution to retrieve GlobalVariable objects for.

Returns:

A list of GlobalVariable objects belonging to: the specified solution.

Return type:

List[GlobalVariable]

classmethod get(_id: str) → GlobalVariable

Returns the GlobalVariable object with the specified ID.

Parameters:: _id (str) – The ID of the GlobalVariable object to retrieve.
Returns:: The GlobalVariable object with the specified ID.
Return type:: GlobalVariable

create() → GlobalVariable

Creates a new GlobalVariable object using the specified data and returns it.

Returns:: The created GlobalVariable object.
Return type:: GlobalVariable

update() → GlobalVariable

Updates the existing GlobalVariable object with the specified data and returns it.

Returns:: The updated GlobalVariable object.
Return type:: GlobalVariable

create_or_update() → GlobalVariable: Creates a new GlobalVariable object using name and projectId and returns it.(when name+projectId is not unique) Updates the existing GlobalVariable object with the specified data and returns it.(when name+projectId is unique) :returns: The created or updated GlobalVariable object. :rtype: GlobalVariable

delete() → None

Deletes the GlobalVariable object from the database.

Returns:: None

class utils.rcclient.Operator

Bases: str, enum.Enum

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

EQUAL_TO = 'EqualTo'

CONTAINS = 'Contains'

GREATER_THAN = 'GreaterThan'

LESS_THAN = 'LessThan'

NOT_EQUAL_TO = 'NotEqualTo'

REG_EX = 'RegEX'

IS_IN_LIST = 'IsInList'

GREATER_OR_EQUAL = 'GreaterOrEqual'

LESSER_OR_EQUAL = 'LesserOrEqual'

IS_NULL = 'IsNull'

IS_NOT_NULL = 'IsNotNull'

class utils.rcclient.DataType

Bases: str, enum.Enum

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

DOUBLE = 'DOUBLE'

FLOAT = 'FLOAT'

STRING = 'STRING'

INTEGER = 'INTEGER'

LONG = 'LONG'

TIMESTAMP = 'TIMESTAMP'

BOOLEAN = 'BOOLEAN'

SET = 'SET'

LIST = 'LIST'

MAP = 'MAP'

BLOB = 'BLOB'

EMPTY = 'EMPTY'

ANY = 'ANY'

class utils.rcclient.ExpressionType

Bases: str, enum.Enum

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

ITEM = 'item'

GROUP = 'group'

GLOBAL_REF = 'ref'

DATA_LABEL = 'data-label'

ALWAYS_TRUE = 'always-true'

ALWAYS_FALSE = 'always-false'

RECIPE = 'recipe'

class utils.rcclient.GroupType

Bases: str, enum.Enum

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

AND = 'AND'

OR = 'OR'

class utils.rcclient.NotebookUtils

static can_call_launcher()

static edit_template_flow()

static isProduction()

static getArtifactsDir(tenant_id, folderName)

static get_dataapp_config_dir(tenant_id, project_id, scenario_id)

static writeFile(filePath, contents)

static readFile(filePath)

static read_data_frame(file_path, num_rows=None, pandas_lib=None, reader_options={}, schema=None)

static read_excel(file_path, num_rows=None, pandas_lib=None)

static readCSV(filePath, numRows=None, pandas_lib=None, reader_options={})

static readParquet(filePath, numRows=None, pandas_lib=None)

static getStreamlitUrl()

static getMountedDir()

static getTempDir()

static getUploadsDir()

static getChartsDir()

static get_templates_dir()

static download_file_to_folder(remote_file_path: str, folder_path: str = None, file_name: str = None)

static write_data_frame(df, file_path, writer_options={})

static get_data_types_from_schema(schema)

class utils.rcclient.LogUtil

classmethod get_logger()

classmethod get_plain_logger()

classmethod get_pandas_logger()

classmethod get_papermill_logger()

classmethod set_basic_config(format='%(levelname)s:%(message)s', level=logging.INFO)

classmethod highlight_msg(msg: str)

utils.rcclient.logger

class utils.rcclient.SignedUrlResult

signedUrl: str

headers: Dict[str:str]

classmethod from_(res_dto: utils.rcclient.dtos.response_dtos.UploadSignedUrlResponseDto) → SignedUrlResult

class utils.rcclient.Artifact

name: str

files: List[str]

artifact_service: ClassVar[utils.rcclient.services.artifact_service.ArtifactService]

classmethod from_(res_dto: utils.rcclient.dtos.response_dtos.ArtifactResponseDto) → Artifact

classmethod get(name: str) → Artifact

Get details of the artifact by name

Parameters:: name (str) – name of the artifact
Returns:: Artifact

classmethod get_all() → List[str]

Get all the artifacts that belong to the tenant

Returns:: list of all the artifact names
Return type:: List[str]

classmethod add_file(name: str, file_path: str) → None

Add a file from your local file system to the artifact

Parameters:

name (str) – name of the artifact
file_path (str) – path of the file in your local file system

classmethod delete_file(name: str, file_name: str) → None

Delete a file from the artifact

Parameters:

name (str) – name of the artifact
file_name (str) – name of the file to be deleted

classmethod delete(name: str) → None

Delete the whole artifact

Parameters:: name (str) – name of the artifact

classmethod download_file(name: str, file_name: str, folder: str = None) → None

Download a file from artifact to your local file system

Parameters:

name (str) – name of the artifact
file_name (str) – name of the file in artifact file system
folder (str) – folder path to download, if None, takes current folder

classmethod download_artifact(name: str, folder: str = None) → None

Download all the files in artifact to specified folder :param name: name of the artifact :param folder: folder path to download, if None, takes current folder

Returns:

classmethod download_for_local(artifact_name: str, tenant_id: str)

Download an artifact for local use. This class method allows the user to download an artifact specified by its name for local use. The artifact will be associated with the specified tenant ID. :param artifact_name: The name of the artifact to be downloaded. :type artifact_name: str :param tenant_id: The ID of the tenant associated with the downloaded artifact. :type tenant_id: str

Returns:: None

utils.rcclient

Subpackages

Submodules

Package Contents

Classes

Attributes

Attributes:

Methods:

`utils.rcclient`