|
| 1 | +from sempy_labs._helper_functions import ( |
| 2 | + _base_api, |
| 3 | + _create_dataframe, |
| 4 | + _update_dataframe_datatypes, |
| 5 | + delete_item, |
| 6 | + resolve_workspace_id, |
| 7 | +) |
| 8 | +import pandas as pd |
| 9 | +from typing import Optional |
| 10 | +from uuid import UUID |
| 11 | +from sempy._utils._log import log |
| 12 | + |
| 13 | + |
| 14 | +@log |
| 15 | +def list_snowflake_databases(workspace: Optional[str | UUID] = None) -> pd.DataFrame: |
| 16 | + """ |
| 17 | + Shows the snowflake databases within a workspace. |
| 18 | +
|
| 19 | + This is a wrapper function for the following API: `Items - List Snowflake Databases <https://learn.microsoft.com/rest/api/fabric/snowflakedatabase/items/list-snowflake-databases>`_. |
| 20 | +
|
| 21 | + Service Principal Authentication is supported (see `here <https://github.com/microsoft/semantic-link-labs/blob/main/notebooks/Service%20Principal.ipynb>`_ for examples). |
| 22 | +
|
| 23 | + Parameters |
| 24 | + ---------- |
| 25 | + workspace : str | uuid.UUID, default=None |
| 26 | + The Fabric workspace name or ID. |
| 27 | + Defaults to None which resolves to the workspace of the attached lakehouse |
| 28 | + or if no lakehouse attached, resolves to the workspace of the notebook. |
| 29 | +
|
| 30 | + Returns |
| 31 | + ------- |
| 32 | + pandas.DataFrame |
| 33 | + A pandas dataframe showing the snowflake databases within a workspace. |
| 34 | + """ |
| 35 | + |
| 36 | + columns = { |
| 37 | + "Snowflake Database Display Name": "string", |
| 38 | + "Snowflake Database Id": "string", |
| 39 | + "Description": "string", |
| 40 | + "Snowflake Database Name": "string", |
| 41 | + "OneLake Tables Path": "string", |
| 42 | + "Snowflake Volume Path": "string", |
| 43 | + "SQL Endpoint Connection String": "string", |
| 44 | + "SQL Endpoint Id": "string", |
| 45 | + "SQL Endpoint Provisioning Status": "string", |
| 46 | + "Default Schema": "string", |
| 47 | + } |
| 48 | + df = _create_dataframe(columns=columns) |
| 49 | + |
| 50 | + workspace_id = resolve_workspace_id(workspace) |
| 51 | + |
| 52 | + responses = _base_api( |
| 53 | + request=f"/v1/workspaces/{workspace_id}/snowflakeDatabases", |
| 54 | + uses_pagination=True, |
| 55 | + client="fabric_sp", |
| 56 | + ) |
| 57 | + |
| 58 | + rows = [] |
| 59 | + for r in responses: |
| 60 | + for v in r.get("value", []): |
| 61 | + prop = v.get("properties", {}) |
| 62 | + |
| 63 | + rows.append( |
| 64 | + { |
| 65 | + "Snowflake Database Display Name": v.get("displayName"), |
| 66 | + "Snowflake Database Id": v.get("id"), |
| 67 | + "Description": v.get("description"), |
| 68 | + "Snowflake Database Name": prop.get("snowflakeDatabaseName"), |
| 69 | + "OneLake Tables Path": prop.get("onelakeTablesPath"), |
| 70 | + "Snowflake Volume Path": prop.get("snowflakeVolumePath"), |
| 71 | + "SQL Endpoint Connection String": prop.get( |
| 72 | + "sqlEndpointProperties", {} |
| 73 | + ).get("connectionString"), |
| 74 | + "SQL Endpoint Id": prop.get("sqlEndpointProperties", {}).get("id"), |
| 75 | + "SQL Endpoint Provisioning Status": prop.get( |
| 76 | + "sqlEndpointProperties", {} |
| 77 | + ).get("provisioningStatus"), |
| 78 | + "Default Schema": prop.get("defaultSchema"), |
| 79 | + } |
| 80 | + ) |
| 81 | + |
| 82 | + if rows: |
| 83 | + df = pd.DataFrame(rows, columns=list(columns.keys())) |
| 84 | + _update_dataframe_datatypes(dataframe=df, column_map=columns) |
| 85 | + |
| 86 | + return df |
| 87 | + |
| 88 | + |
| 89 | +@log |
| 90 | +def delete_snowflake_database( |
| 91 | + snowflake_database: str | UUID, workspace: Optional[str | UUID] = None |
| 92 | +): |
| 93 | + """ |
| 94 | + Deletes a Fabric snowflake database. |
| 95 | +
|
| 96 | + This is a wrapper function for the following API: `Items - Delete Snowflake Database <https://learn.microsoft.com/rest/api/fabric/snowflakedatabase/items/delete-snowflake-database>`_. |
| 97 | +
|
| 98 | + Service Principal Authentication is supported (see `here <https://github.com/microsoft/semantic-link-labs/blob/main/notebooks/Service%20Principal.ipynb>`_ for examples). |
| 99 | + """ |
| 100 | + |
| 101 | + delete_item( |
| 102 | + item=snowflake_database, |
| 103 | + type="SnowflakeDatabase", |
| 104 | + workspace=workspace, |
| 105 | + ) |
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