Msticpy

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1.4.4

Not secure
Minor release that implements check for existing Azure CLI credentials and warns user if these are not valid/expired.

Pull request 209 Azure CLI credentials check

1.4.3

Not secure
I introduced a bug in the previous hotfix that caused the settings editor to ignore changes made.
This should be fixed along with a couple of other related items.

1.4.2

Not secure
Minor fix to cope with incomplete configuration in Azure settings.

1.4.1

Not secure
Release details

Some of the features scheduled to go into the 1.4.0 release did not get published correctly.
1.4.1 should fix this.
It also includes some updates to fix problems in the Process Tree visualization.

Fixes

b2b7fd8Bug fixes for process_tree.py and related modules.
Fixed:
- not working with generic data input.
- not displaying command line correctly
- not display time in Hover tool correctly
- not truncating command line for display correctly
- missing params in doc string
- removed dependency on Linux auditd schema for converting numeric fields to strings

1.4.0

Not secure
Highlights

We've added comprehensive support for Azure sovereign clouds (China, Germany and US Government).
To set the appropriate cloud open MpConfigEdit and choose the **Azure** tab.

![Azure cloudt](https://github.com/microsoft/msticpy/blob/main/docs/source/getting_started/_static/settings_azure_cloud.png)
Read more about this [here](https://msticpy.readthedocs.io/en/latest/getting_started/SettingsEditor.html#azure-cloud-and-authentication-settings)

There are also additions and improvements to the visualizations.

Matrix Plot is an interaction plot letting you visualize the interactions between two sets of entities.
A typical use would be seeing connections between source and destination IP Addresses.

![Matrix plot](https://github.com/microsoft/msticpy/blob/main/docs/source/visualization/_static/Matrix_plot_basic.png)

Read more about this [here](https://msticpy.readthedocs.io/en/latest/visualization/MatrixPlot.html)

Another visualization change is a major overhaul of the ProcessTree visualization. This now accepts generic data
sets (not specifically Azure Sentinel) and has special support for Microsoft Defender for Endpoint logs.
The data format should be auto-detected.

Finally, we've also collected our visualization methods into a single pandas accessor - `mp_plot`.
Using this accessor you can plot any of the visualizations from a pandas dataframe:

python
df.mp_plot.timeline()
df.mp_plot.process_tree()


New Features

889112dMatrix plot visualization (197)* Matrix plot visualization
Includes
- vis/matrix_plot.py - main plotting code
- MatrixPlot.ipynb - notebook
- visualization/MatrixPlot.rst - documentation
- tests/vis/test_matrix_plot.py - unit test
- mp_pandas_plot - generic pandas extension "mp_plot" that includes all
visualizations

d425c77Process tree updates to handle more generic data (178)*
- Tidying up some of the code in timeline.py
- Moving the pd accessors to timeline_pd_accessor.py
- Updating notebook EventTimeline.ipynb and documentation EventTimeline.rst
- Unit tests for timeline controls in test_timeline.py
- Removed line to slim down columns - need to keep original data columns because they may be
referenced in source_columns, etc.
- Process tree updates for MDE process data
- Updating docs, adding pid_fmt parameter
- Adding explanation of schema to NB and doc
- Adding updated notebook
- Expanded the schema table to show all types.

a00741dAdding support for multiple Azure Clouds (193)
Co-authored-by: Pete Bryan <pebryanmicrosoft.com>
- Adding cloud options to settings, kql_driver and keyvault
- Updated help text and combined CESimpleSettings class.
- Azure auth multicloud support
- Replacing hard-coded URIs with msrestazure enums
- Modularize multicloud support
- Refactoring code to use AzureCloudConfig instead of reading directly from config
- azure_auth.py - uses AzureCloudConfig, added credential_scopes option SubscriptionClient init, spelling corrections
- azure_auth_core.py - create AzureCloudConfig, and _AzCachedConnect classes to read cloud config values and cache tokens
- cred_wrapper.py - minor formatting
- keyvault_settings.py - use AzureCloudConfig
- ce_common.py - uses AzureCloudConfig in get_def_tenant_id function
- azure_data.py - uses AzureCloudConfig, added credential_scopes option to client class inits, spelling corrections
- azure_sentinel.py - uses AzureCloudConfig. added functions to set default subscription and workspace, changed _build_paths to method
- kql_driver.py - uses AzureCloudConfig, added load_mode == Silent, added mp_az_auth to control using Azure auth instead of native Kqlmagic auth,
- resource_graph_driver.py - uses AzureCloudConfig, added credential_scopes option SubscriptionClient init
- test_azure_auth_core - Added test for AzureCloudConfig class
- test_resource_graph_driver.py, test_azure_data.py, test_azure_sentinel.py - added real credential classes to test
- msticpyconfig-test.yaml, msticpyconfig.yaml - added Azure sections to test config.
- Update azure-mgmt-subscription and azure_mgmt-resource versions


Fixes

d81801dIanhelle/tests and tidy 2021 09 01 (200)*
- Added separate unit test for nbwidgets to cover cases missed in notebook.
- Removing deprecated code from utility.py
- Removing unneeded function from mordor_driver.py
- Sourcery code refactor in entity.py
- Deprecating create_ip_record function in ip_utils.py
- Split wsconfig tests out of test_pkg_config.py
- Adding test_wsconfig.py. Added new test for couple of utility methods
- Removing redundant import from test_nbwidgets.py
- Moved lots of test files into sub-package folders corresponding to tested modules
- Merged a few tests into single files - test_entity.py and test_timeline.py
- Re-enabling IP_stack/geoip notebook test in test_geoip.py
- Updating use of tqdm to remove deprecated tqdm_notebook in utility.py
- Adding some debugging output to geoip GeoLite class.
- Updating test_geoip.py to use predictable msticpyconfig-test.yaml
- Updating test to restore env var values after test in test_pkg_config.py
- Fixing aliases element in kql query records
- Handle aliases as list or string in help
* Updates from PR review

f58e35cChanging behavior so that vtlookupv3.py does not throw an exception when an item is not found. (199)
- This is especially annoying when doing multiple look-ups and one item is not found.
- Minor changes to VTLookupV3.ipynb - to use get_object API from the vtlookupv3 library

d425c77Process tree updates to handle more generic data (178)
- Fixing bug in customjs and adding mde test files
- Update NOTICE.txt
- Fixing progress widget to use correct visibility settings.
- Changing user_config to be more defensive against bad settings.
- Error in query_store passing list instead of strings to MsticpyUserConfigError exception


* Adding a bit more text/warning to check the browser.

Co-authored-by: Pete Bryan <pebryanmicrosoft.com>
ff87ebbcred-scan suppression (196)

1.3.1

Not secure
New Features

We've updated the Kql/Azure Sentinel data provider so that it no longer depends on
IPython/Jupyter functionality to work. This prevented using the provider from
Python scripts and applications. The new implementation uses Kqlmagic as
a standard import and no longer requires IPython magics to work.

08c7cf1Ianhelle/kql as function 2021 08 04 (190) Kqlmagic operations called as func vs. IPython magics
Now using Kqlmagic.kql() function in kql_driver, allowing it to be used from python code.

Fixes

The main fix here was to adapt to changes in the Mordor attack data repository
Mordor is now known as [OTRF Security Datasets](https://github.com/OTRF/Security-Datasets)
(Although it will continue to be known as Mordor in MSTICPy for the time being).

- 17f9704Ianhelle/modor url refix 2021 08 04 (189)
- fabde53fix img src for broken preview images (191)
- 17b9227Pebryan/7 16 21 sent api update (187)* added incident collection
- Updated pandas version to pandas>=1.1.5
- Updated docstrings for Azure and Azure Sentinel APIs

Potentially breaking changes
- MSTICPY now requires pandas 1.1.5 as a minimum

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