adding result objects, renaming components
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ec63840ccc
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@ -11,11 +11,10 @@ from xgboost import XGBRegressor
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from delta_barth._management import ERROR_HANDLER
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from delta_barth._management import ERROR_HANDLER
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from delta_barth.analysis import parse
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from delta_barth.analysis import parse
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from delta_barth.constants import COL_MAP_SALES_PROGNOSIS, FEATURES_SALES_PROGNOSIS
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from delta_barth.constants import COL_MAP_SALES_PROGNOSIS, FEATURES_SALES_PROGNOSIS
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from delta_barth.types import CustomerDataSalesForecast, DataPipelineErrors, doptResult
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from delta_barth.types import CustomerDataSalesForecast, DataPipeStates, PipeResult
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if TYPE_CHECKING:
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if TYPE_CHECKING:
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from delta_barth.api.common import SalesPrognosisResponse
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from delta_barth.api.common import SalesPrognosisResponse
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from delta_barth.types import FcResult
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# TODO check pandera for DataFrame validation
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# TODO check pandera for DataFrame validation
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@ -66,7 +65,7 @@ def sales_per_customer(
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data: pd.DataFrame,
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data: pd.DataFrame,
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customer_id: int,
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customer_id: int,
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min_num_data_points: int = 100,
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min_num_data_points: int = 100,
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) -> doptResult:
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) -> PipeResult:
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"""_summary_
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"""_summary_
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Parameters
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Parameters
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@ -106,7 +105,7 @@ def sales_per_customer(
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# check data availability
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# check data availability
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if len(df_cust) < min_num_data_points:
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if len(df_cust) < min_num_data_points:
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return doptResult(resp=ERROR_HANDLER.data_pipelines.TOO_FEW_POINTS, res=None)
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return PipeResult(status=ERROR_HANDLER.pipe_states.TOO_FEW_POINTS, data=None)
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else:
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else:
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# Entwicklung der Umsätze: definierte Zeiträume Monat
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# Entwicklung der Umsätze: definierte Zeiträume Monat
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df_cust["year"] = df_cust["date"].dt.year
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df_cust["year"] = df_cust["date"].dt.year
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@ -145,4 +144,4 @@ def sales_per_customer(
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test = test.reset_index(drop=True)
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test = test.reset_index(drop=True)
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# umsetzung, prognose
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# umsetzung, prognose
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return doptResult(resp=ERROR_HANDLER.data_pipelines.SUCCESS, res=test)
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return PipeResult(status=ERROR_HANDLER.pipe_states.SUCCESS, data=test)
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@ -14,22 +14,11 @@ from delta_barth.errors import (
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UnknownApiErrorCode,
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UnknownApiErrorCode,
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UnspecifiedRequestType,
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UnspecifiedRequestType,
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)
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)
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from delta_barth.types import HttpRequestTypes
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from delta_barth.types import DelBarApiError, HttpRequestTypes
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LOGIN_ERROR_CODES_KNOWN: Final[frozenset[int]] = frozenset((400, 401, 409, 500))
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LOGIN_ERROR_CODES_KNOWN: Final[frozenset[int]] = frozenset((400, 401, 409, 500))
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class DelBarApiError(BaseModel):
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status_code: int
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message: str = ""
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code: str | None = None
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hints: str | None = None
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type: str | None = None
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title: str | None = None
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errors: dict | None = None
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traceId: str | None = None
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def _raise_for_unknown_error(
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def _raise_for_unknown_error(
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resp: Response,
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resp: Response,
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) -> Never:
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) -> Never:
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@ -5,6 +5,7 @@ from delta_barth.types import CurrentConnection, HttpContentHeaders
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# ** error handling
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# ** error handling
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DEFAULT_INTERNAL_ERR_CODE: Final[int] = 100
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DEFAULT_INTERNAL_ERR_CODE: Final[int] = 100
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DEFAULT_API_ERR_CODE: Final[int] = 400
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HTTP_BASE_CONTENT_HEADERS: Final[HttpContentHeaders] = {
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HTTP_BASE_CONTENT_HEADERS: Final[HttpContentHeaders] = {
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"Content-type": "application/json",
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"Content-type": "application/json",
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@ -2,11 +2,11 @@ from __future__ import annotations
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from typing import TYPE_CHECKING, Final
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from typing import TYPE_CHECKING, Final
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from delta_barth.constants import DEFAULT_INTERNAL_ERR_CODE
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from delta_barth.constants import DEFAULT_API_ERR_CODE, DEFAULT_INTERNAL_ERR_CODE
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from delta_barth.types import DataPipelineErrors, doptResponse
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from delta_barth.types import DataPipeStates, Status
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if TYPE_CHECKING:
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if TYPE_CHECKING:
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from delta_barth.types import ErrorDescription
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from delta_barth.types import DelBarApiError, ErrorDescription
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class UnspecifiedRequestType(Exception):
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class UnspecifiedRequestType(Exception):
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@ -26,7 +26,7 @@ class FeaturesMissingError(Exception):
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## ** internal error handling
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## ** internal error handling
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DATA_PIPELINE_ERRORS_DESCR: Final[tuple[ErrorDescription, ...]] = (
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DATA_PIPELINE_STATUS_DESCR: Final[tuple[ErrorDescription, ...]] = (
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("SUCCESS", 0, "Erfolg"),
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("SUCCESS", 0, "Erfolg"),
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("TOO_FEW_POINTS", 1, "Datensatz besitzt nicht genügend Datenpunkte"),
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("TOO_FEW_POINTS", 1, "Datensatz besitzt nicht genügend Datenpunkte"),
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("BAD_QUALITY", 2, "Prognosequalität des Modells unzureichend"),
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("BAD_QUALITY", 2, "Prognosequalität des Modells unzureichend"),
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@ -35,33 +35,48 @@ DATA_PIPELINE_ERRORS_DESCR: Final[tuple[ErrorDescription, ...]] = (
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class ErrorHandler:
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class ErrorHandler:
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def __init__(self) -> None:
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def __init__(self) -> None:
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self._data_pipelines: DataPipelineErrors | None = None
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self._pipe_states: DataPipeStates | None = None
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self._parse_data_pipeline_errors()
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self._parse_data_pipe_states()
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@property
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@property
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def data_pipelines(self) -> DataPipelineErrors:
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def pipe_states(self) -> DataPipeStates:
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assert self._data_pipelines is not None, (
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assert self._pipe_states is not None, (
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"tried to access not parsed data pipeline errors"
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"tried to access not parsed data pipeline errors"
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)
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)
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return self._data_pipelines
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return self._pipe_states
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def _parse_data_pipeline_errors(self) -> None:
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def _parse_data_pipe_states(self) -> None:
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if self._data_pipelines is not None:
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if self._pipe_states is not None:
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return
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return
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parsed_errors: dict[str, doptResponse] = {}
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parsed_errors: dict[str, Status] = {}
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for err in DATA_PIPELINE_ERRORS_DESCR:
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for err in DATA_PIPELINE_STATUS_DESCR:
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parsed_errors[err[0]] = doptResponse(status_code=err[1], description=err[2])
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parsed_errors[err[0]] = Status(status_code=err[1], description=err[2])
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self._data_pipelines = DataPipelineErrors(**parsed_errors)
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self._pipe_states = DataPipeStates(**parsed_errors)
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def internal_error(
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def error(
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self,
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self,
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description: str,
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description: str,
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message: str = "",
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message: str = "",
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err_code: int = DEFAULT_INTERNAL_ERR_CODE,
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err_code: int = DEFAULT_INTERNAL_ERR_CODE,
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) -> doptResponse:
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) -> Status:
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return doptResponse(
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return Status(
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status_code=err_code,
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status_code=err_code,
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description=description,
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description=description,
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message=message,
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message=message,
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)
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)
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def api_error(
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self,
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error: DelBarApiError,
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) -> Status:
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description = "Es ist ein Fehler bei der Kommunikation mit dem API-Server aufgetreten"
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message = (
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"Bitte beachten Sie die zusätzliche Fehlerausgabe des Servers in dieser Antwort"
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)
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return Status(
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status_code=DEFAULT_API_ERR_CODE,
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description=description,
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message=message,
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api_server_error=error,
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)
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@ -12,17 +12,29 @@ from pydantic import BaseModel, SkipValidation
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ErrorDescription: TypeAlias = tuple[str, int, str]
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ErrorDescription: TypeAlias = tuple[str, int, str]
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class doptResponse(BaseModel):
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class Status(BaseModel):
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status_code: SkipValidation[int]
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status_code: SkipValidation[int]
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description: SkipValidation[str]
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description: SkipValidation[str]
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message: SkipValidation[str] = ""
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message: SkipValidation[str] = ""
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api_server_error: SkipValidation[DelBarApiError | None] = None
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class DelBarApiError(BaseModel):
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status_code: int
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message: str = ""
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code: str | None = None
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hints: str | None = None
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type: str | None = None
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title: str | None = None
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errors: dict | None = None
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traceId: str | None = None
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@dataclass(slots=True)
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@dataclass(slots=True)
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class DataPipelineErrors:
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class DataPipeStates:
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SUCCESS: doptResponse
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SUCCESS: Status
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TOO_FEW_POINTS: doptResponse
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TOO_FEW_POINTS: Status
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BAD_QUALITY: doptResponse
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BAD_QUALITY: Status
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class HttpRequestTypes(enum.StrEnum):
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class HttpRequestTypes(enum.StrEnum):
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@ -92,6 +104,6 @@ class CustomerDataSalesForecast:
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@dataclass(slots=True)
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@dataclass(slots=True)
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class doptResult:
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class PipeResult:
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resp: doptResponse
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status: Status
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res: pd.DataFrame | None
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data: pd.DataFrame | None
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@ -5,18 +5,18 @@ from delta_barth.analysis import forecast as fc
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def test_sales_per_customer_success(sales_data):
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def test_sales_per_customer_success(sales_data):
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customer_id = 1133
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customer_id = 1133
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err, res = fc.sales_per_customer(sales_data, customer_id)
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res = fc.sales_per_customer(sales_data, customer_id)
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assert err == 0
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assert res.status.status_code == 0
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assert res is not None
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assert res.data is not None
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def test_sales_per_customer_too_few_data_points(sales_data):
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def test_sales_per_customer_too_few_data_points(sales_data):
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customer_id = 1000
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customer_id = 1000
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err, res = fc.sales_per_customer(sales_data, customer_id)
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res = fc.sales_per_customer(sales_data, customer_id)
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assert err == 1
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assert res.status.status_code == 1
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assert res is None
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assert res.data is None
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def test_parse_api_resp_to_df(exmpl_api_sales_prognosis_resp):
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def test_parse_api_resp_to_df(exmpl_api_sales_prognosis_resp):
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@ -5,25 +5,25 @@ from typing import cast
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import delta_barth._management
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import delta_barth._management
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from delta_barth import errors
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from delta_barth import errors
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from delta_barth.types import doptResponse
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from delta_barth.types import Status
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def test_error_handler_parsing():
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def test_error_handler_parsing():
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predef_errs = errors.DATA_PIPELINE_ERRORS_DESCR
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predef_errs = errors.DATA_PIPELINE_STATUS_DESCR
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err_hdlr = delta_barth._management.ErrorHandler()
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err_hdlr = delta_barth._management.ErrorHandler()
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assert err_hdlr.data_pipelines is not None
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assert err_hdlr.pipe_states is not None
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parsed_pipe_errs = err_hdlr.data_pipelines
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parsed_pipe_errs = err_hdlr.pipe_states
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parsed_pipe_errs = asdict(parsed_pipe_errs)
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parsed_pipe_errs = asdict(parsed_pipe_errs)
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for err in predef_errs:
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for err in predef_errs:
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dopt_err = cast(doptResponse, parsed_pipe_errs[err[0]])
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dopt_err = cast(Status, parsed_pipe_errs[err[0]])
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assert isinstance(dopt_err, doptResponse)
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assert isinstance(dopt_err, Status)
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assert dopt_err.status_code == err[1]
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assert dopt_err.status_code == err[1]
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assert dopt_err.description == err[2]
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assert dopt_err.description == err[2]
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assert dopt_err.message == ""
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assert dopt_err.message == ""
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err_hdlr._parse_data_pipeline_errors()
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err_hdlr._parse_data_pipe_states()
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def test_error_handler_internal():
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def test_error_handler_internal():
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@ -32,7 +32,7 @@ def test_error_handler_internal():
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ERR_CODE = 101
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ERR_CODE = 101
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err_hdlr = delta_barth._management.ErrorHandler()
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err_hdlr = delta_barth._management.ErrorHandler()
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new_err = err_hdlr.internal_error(
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new_err = err_hdlr.error(
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description=DESCRIPTION,
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description=DESCRIPTION,
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message=MESSAGE,
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message=MESSAGE,
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err_code=ERR_CODE,
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err_code=ERR_CODE,
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