Check Item Type and cleans up item. Parameters ---------- item : str item item_type : str, optio

Check that we are able to get a key from Key Vault.

Diagnostic for _merge_parent_by_time.

Check for and try to install required MSTICPy version.

Check msticpy version.

Check html links in the notebook.

Check if we are running in PySpark kernel.

Check the response for possible errors.

Check the return value from the query. Parameters ---------- data_result : pd.DataFrame | Any Query resu

Check that query table is in the workspace schema.

Connect to URL and return response status. Parameters ---------- url : str URL to check session : ClientSession

Check input against settings in `pivot_reg`.

Return params that require iteration and don't.

Return cleaned process data.

Clear any current details.

Clear any current details.

Clear data fields (when nothing is selected).

Return True if query source cluster group is valid for current cluster.

Return True if query source cluster is valid for current cluster.

Return diff of two requirements lists.

Compute all the counts for the model. The items we will count depend on the the `session_type` attribute. We will compute th

Compute all the probabilities for the model. The probabilities we compute depends on the `session_type` attribute. We will c

Compute the individual and transition command probabilties.

Compute the individual param probs and param conditional on command probs.

Compute the individual value probs and value conditional on param probs.

Set msticpyconfig and GeoIPLite dbfolder paths.

Connect to query provider.

Convert string expression to required type.

Convert definition dictionary to extract definitions.

Save configuration and build API URLs for workspace.

Build a suitable token persistence instance based your current OS.

Return a dictionary of Kusto cluster settings from msticpyconfig.yaml.

Create Tabulator configuration dict to pass to JS Tabulator.

Create controls from settings.

Create a blank control dictionary from settings.

Wrap func to issue single or multiple calls to query. Parameters ---------- func : Callable[[Any], pd.DataFrame] Query funct

Return DataTable widget for source.

Return data groupings as a dictionary.

Create a hover tool for nodes.

Create graph render for edges.

Create incident entities from API returned dicts.

Create the file widget.

Create factor map or linear map based on `source_column`.

Create Alert from an alert event.

Create the relationship docstring.

Instantiate and set up help widgets.

Create input_df and params from input.

Create and return CustomJS callback to set Python variable.

Set up the widget layouts.

Return folium Icon from mapping or defaults.

Create a hover tool for nodes.

Create graph render for nodes.

Return dictionary of partials to execute queries. Returns ------- dict[str, partial[dict[str, Any]]]

Create a template from the schema.

Return a dictionary of protected settings for Kusto args config.

Create a Query object.

Create the query client.

Create a QueryDefaults object.

Build formatter function for row-details.

Instantiate and set up search widgets.

Instantiate and set up select widgets.

Return an SIProcess Object from a raw VT proc definition.