Read base package list from file.

Read data files into memory.

Read log file into cache.

Return dictionary of cached metadata if cached_folder is a valid path.

Fetch queries from YAML files in specified paths.

Read the yaml file and return generator of PivotRegistrations.

Recursively remove any item with a None value from a nested dictionary.

Rename nested columns.

Recursively rename the 'datatype' key to 'type' in a nested dictionary.

Return column list in original order.

Replace any macro strings in the query with substitutions.

Return folium map as HTML.

Reset filter controls to default.

Resolve and replace entity properties that are '$ref' type. When serialized the nested entities can be references to other r

Resolve path relative to current package.

Poll the status of a job and update the progress bar.

Retrieve the results of a job, decode and return them.

Execute callback on selected file if one is defined.

Rewrite dotted prefixes.

Execute asn query call and handle errors.

Lookup from a value. Parameters ---------- result : dict Dict result with resolved type and pre-processe

Execute rdap query call and handle errors.

Lookup from a value. Parameters ---------- result : dict Dict result with resolved type and pre-processe

Check for nbuser_settings.py and warn that it is no longer used.

Save the current query collection.

Return a sorted dictionary of column names and types.

Return a sorted dictionary of table names and column names/types.

Handle event for search button.

Return a combined dictionary from the settings dictionary or the default.

Handle change of dataset selection.

Randomly select features for each tree. Parameters ---------- cols : int feature columns Return

Randomly select train sample indices for each tree. Parameters ---------- rows : int number of data poin

Publish Service Principal credentials to environment variables.

Set `setting_path` in `settings_dict` to `value`.

Recursively set settings from control values.

Set default grid lines.

Set the Key Vault secret to `value`. Parameters ---------- setting_path : str The setting path (parent p

Set MSTICPYCONFIG to file in user directory if no other found.

Publish Service Principal credentials to environment variables.

Set the pivot timespan and track whether it has changed. Returns ------- bool whether the timespan chang

Set default plot options.

Set the provider name. Notes ----- The provider name can be a simple string or a compound, dotted string (in

Expose subset of attributes relevant for Prisma Cloud.

Expose subset of attributes via query_provider.

Set verbosity of output from boolean or int `verbose` param.

Show any warnings from init_notebook.

Replace unquoted double-quotes with single-quotes.

Return dataframe sorted by specified column and reset index.

Split file path in to folder/stem.

Submit the request to IPStack. Parameters ---------- ip_list : list[str] String list of IPs to look up

Convert Azure types to pandas dtypes.

Return table of ti details.

Handle change event for time slider control.

Return as simple nested dictionary.

Try to access Key Vault to establish usable authentication method.

Return DF with matched commandlines.

If this is a known archive type extract the contents. Return a dictionary of (file_type : (file_name, file_hashes, input_bytes, deco

Unpack each series from the data series dictionary.

Unpack nested lists into a single list.

Update the dataset selection list based on filters.

Use the config file supplied as a command line parameter.

If user setting specifies use QP time setting.

Validate required columns and that optional cols are in the data.

Validate type matches IoCExtract regex rules.

Validate observable for format and duplicates of existing results. Parameters ---------- observable : str

Validate that we have the required columns.

Recursively validate settings at path.

Validate that a symlink or hardlink target is within dest_dir. Parameters ---------- member : tarfile.TarInfo The tar member

Output verbose or debug info.

Check specified columns are in data.

Verify none of the Microsoft Sentinel errors appear in `errs`.

Awaitable for button selection state.

Transform whois results to a Pandas DataFrame.

Wrap any string columns.

Write dictionary of cached metadata if cached_folder is a valid path.

Write requirements file.