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zi(Y>pGXy_bkjd05cu=_JNR^pY^QYO%U xX82`Wos$1(kVL2dWpw|C75tCyv{328Wk+s(EYo}izI{WZef6eBzM3WO{{TK!S1|wp literal 0 HcmV?d00001 diff --git a/0.6.1/_images/trace.svg b/0.6.1/_images/trace.svg new file mode 100644 index 0000000..89f4289 --- /dev/null +++ b/0.6.1/_images/trace.svg @@ -0,0 +1,40 @@ +TraceString idString nameString[] pathMap<Type, Properties> propertiesList<DataStream>List<Trace> childrenDataStreamString typeString lengthbyte[] dataString fileTypeProperties propertiesa trace could have child tracesa trace could have data streams \ No newline at end of file diff --git a/0.6.1/_modules/hansken_extraction_plugin/api/data_context.html b/0.6.1/_modules/hansken_extraction_plugin/api/data_context.html new file mode 100644 index 0000000..7ea2145 --- /dev/null +++ b/0.6.1/_modules/hansken_extraction_plugin/api/data_context.html @@ -0,0 +1,126 @@ + + + + + + hansken_extraction_plugin.api.data_context — Hansken Extraction Plugins for plugin developers SNAPSHOT + documentation + + + + + + + + + + + + + + + + +

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    • hansken_extraction_plugin.api.data_context
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    +
    +
    +
    +
    + +

    Source code for hansken_extraction_plugin.api.data_context

    +"""This module contains the definition of the DataContext."""
+from dataclasses import dataclass
+
+
+
    [docs]@dataclass(frozen=True)
+class DataContext:
+    """This class contains the data context of a plugin that is processing a trace."""
+
+    data_type: str  #: the named data type that is being processed
+    data_size: int  #: the size / total length of the data stream that is being processed
+
+    def __eq__(self, other):
+        # override the default equality check, a subclass is considered equal as long as it matches all the fields this
+        # type describes
+        return isinstance(other, DataContext) and (self.data_type, self.data_size) == (other.data_type, other.data_size)
    
+
    + +
    +
    +
    + +
    + +
    +

    © Copyright 2020-2022 Netherlands Forensic Institute.

    +
    + + Built with Sphinx using a + theme + provided by Read the Docs. + + +
    +
    +
    +
    +
    + + + + \ No newline at end of file diff --git a/0.6.1/_modules/hansken_extraction_plugin/api/extraction_plugin.html b/0.6.1/_modules/hansken_extraction_plugin/api/extraction_plugin.html new file mode 100644 index 0000000..b031bbc --- /dev/null +++ b/0.6.1/_modules/hansken_extraction_plugin/api/extraction_plugin.html @@ -0,0 +1,179 @@ + + + + + + hansken_extraction_plugin.api.extraction_plugin — Hansken Extraction Plugins for plugin developers SNAPSHOT + documentation + + + + + + + + + + + + + + + + +
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    • Module code »
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    • hansken_extraction_plugin.api.extraction_plugin
      • +
    • +
      • +
    +
    +
    +
    +
    + +

    Source code for hansken_extraction_plugin.api.extraction_plugin

    +"""
+This module contains the different types of Extraction Plugins.
+
+The types of Extraction Plugins differ in their process functions.
+"""
+from abc import ABC, abstractmethod
+
+from hansken_extraction_plugin.api.data_context import DataContext
+from hansken_extraction_plugin.api.extraction_trace import ExtractionTrace, MetaExtractionTrace
+from hansken_extraction_plugin.api.plugin_info import PluginInfo
+from hansken_extraction_plugin.api.trace_searcher import TraceSearcher
+
+
+
    [docs]class BaseExtractionPlugin(ABC):
+    """All Extraction Plugins are derived from this class."""
+
+
    [docs]    @abstractmethod
+    def plugin_info(self) -> PluginInfo:
+        """Return information about this extraction plugin."""
    
+
+
+
    [docs]class ExtractionPlugin(BaseExtractionPlugin):
+    """Default extraction plugin, that processes a trace and one of its datastreams."""
+
+
    [docs]    @abstractmethod
+    def process(self, trace: ExtractionTrace, data_context: DataContext):
+        """
+        Process a given trace.
+
+        This method is called for every trace that is processed by this tool.
+
+        :param trace: Trace that is being processed
+        :param data_context: Data data_context describing the data stream that is being processed
+        """
    
+
+
+
    [docs]class MetaExtractionPlugin(BaseExtractionPlugin):
+    """Extraction Plugin that processes a trace only with its metadata, without processing its data."""
+
+
    [docs]    @abstractmethod
+    def process(self, trace: MetaExtractionTrace):
+        """
+        Process a given trace.
+
+        This method is called for every trace that is processed by this tool.
+
+        :param trace: Trace that is being processed
+        """
    
+
+
+
    [docs]class DeferredExtractionPlugin(BaseExtractionPlugin):
+    """
+    Extraction Plugin that can be run at a different extraction stage.
+
+    This type of plugin also allows accessing other traces using the searcher.
+    """
+
+
    [docs]    @abstractmethod
+    def process(self, trace: ExtractionTrace, data_context: DataContext, searcher: TraceSearcher):
+        """
+        Process a given trace.
+
+        This method is called for every trace that is processed by this tool.
+
+        :param trace: Trace that is being processed
+        :param data_context: Data data_context describing the data stream that is being processed
+        :param searcher: TraceSearcher that can be used to obtain more traces
+        """
    
+
    + +
    +
    +
    + +
    + +
    +

    © Copyright 2020-2022 Netherlands Forensic Institute.

    +
    + + Built with Sphinx using a + theme + provided by Read the Docs. + + +
    +
    +
    +
    +
    + + + + \ No newline at end of file diff --git a/0.6.1/_modules/hansken_extraction_plugin/api/extraction_trace.html b/0.6.1/_modules/hansken_extraction_plugin/api/extraction_trace.html new file mode 100644 index 0000000..c0a8e49 --- /dev/null +++ b/0.6.1/_modules/hansken_extraction_plugin/api/extraction_trace.html @@ -0,0 +1,311 @@ + + + + + + hansken_extraction_plugin.api.extraction_trace — Hansken Extraction Plugins for plugin developers SNAPSHOT + documentation + + + + + + + + + + + + + + + + +
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    • hansken_extraction_plugin.api.extraction_trace
      • +
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      • +
    +
    +
    +
    +
    + +

    Source code for hansken_extraction_plugin.api.extraction_trace

    +"""
+This module contains the different Trace apis.
+
+Note that there are a couple of different traces:
+  * The ExtractionTrace and MetaExtractionTrace, which are offered to the process function.
+  * ExtractionTraceBuilder, which is a trace that can be built; it does not exist in hansken yet, but it is added after
+    building.
+  * SearchTrace, which represents an immutable trace which is returned after searching for traces.
+"""
+from abc import ABC, abstractmethod
+from io import BufferedReader
+from typing import Any, Mapping, Optional, Union
+
+from hansken_extraction_plugin.api.tracelet import Tracelet
+from hansken_extraction_plugin.api.transformation import Transformation
+
+
+
    [docs]class ExtractionTraceBuilder(ABC):
+    """
+    ExtractionTrace that can be build.
+
+    Represents child traces.
+    """
+
+
    [docs]    @abstractmethod
+    def update(self, key_or_updates: Union[Mapping, str] = None, value: Any = None,
+               data: Mapping[str, bytes] = None) -> 'ExtractionTraceBuilder':
+        """
+        Update or add metadata properties for this `.ExtractionTraceBuilder`.
+
+        Can be used to update the name of the Trace represented by this builder,
+        if not already set.
+
+        :param key_or_updates: either a `str` (the metadata property to be
+                               updated) or a mapping supplying both keys and values to be updated
+        :param value: the value to update metadata property *key* to (used
+                      only when *key_or_updates* is a `str`, an exception will be thrown
+                      if *key_or_updates* is a mapping)
+        :param data: a `dict` mapping data type / stream name to bytes to be
+                     added to the trace
+        :return: this `.ExtractionTraceBuilder`
+        """
    
+
+
    [docs]    @abstractmethod
+    def add_tracelet(self,
+                     tracelet: Union[Tracelet, str],
+                     value: Optional[Mapping[str, Any]] = None) -> 'ExtractionTraceBuilder':
+        """
+        Add a `.Tracelet` to this `.ExtractionTraceBuilder`.
+
+        :param tracelet: the Tracelet or tracelet type (supplied as a `str`) to add
+        :param value: the tracelet properties to add (only applicable when *tracelet* is a `str`)
+        :return: this `.ExtractionTraceBuilder`
+        """
    
+
+
    [docs]    @abstractmethod
+    def add_transformation(self, data_type: str, transformation: Transformation) -> 'ExtractionTraceBuilder':
+        """
+        Update or add transformations for this `.ExtractionTraceBuilder`.
+
+        :param data_type: data type of the Transformation
+        :param transformation: the Transformation to add
+        :return: this `.ExtractionTraceBuilder`
+        """
    
+
+
    [docs]    @abstractmethod
+    def child_builder(self, name: str = None) -> 'ExtractionTraceBuilder':
+        """
+        Create a new `.TraceBuilder` to build a child trace to the trace to be represented by this builder.
+
+        .. note::
+            Traces should be created and built in depth first order,
+            parent before child (pre-order).
+
+        :return: a `.TraceBuilder` set up to save a new trace as the child
+                 trace of this builder
+        """
    
+
+
    [docs]    def add_data(self, stream: str, data: bytes) -> 'ExtractionTraceBuilder':
+        """
+        Add data to this trace as a named stream.
+
+        :param stream: name of the data stream to be added
+        :param data: data to be attached
+        :return: this `.ExtractionTraceBuilder`
+        """
+        return self.update(data={stream: data})
    
+
+
    [docs]    @abstractmethod
+    def build(self) -> str:
+        """
+        Save the trace being built by this builder to remote.
+
+        .. note::
+            Building more than once will result in an error being raised.
+
+        :return: the new trace' id
+        """
    
+
+
+
    [docs]class Trace(ABC):
+    """All trace classes should be able to return values."""
+
+
    [docs]    @abstractmethod
+    def get(self, key: str, default: Any = None) -> Any:
+        """
+        Return metadata properties for this `.ExtractionTrace`.
+
+        :param key: the metadata property to be retrieved
+        :param default: value returned if property is not set
+        :return: the value of the requested metadata property
+        """
    
+
+
+
    [docs]class SearchTrace(Trace):
+    """SearchTraces represent traces returned when searching for traces."""
+
+
    [docs]    @abstractmethod
+    def open(self, stream: str = 'raw', offset: int = 0, size: int = None) -> BufferedReader:
+        """
+        Open a data stream of the data that is being processed.
+
+        :param stream: data stream of trace to open. defaults to raw. other examples are html, text, etc.
+        :param offset: byte offset to start the stream on
+        :param size: the number of bytes to make available
+        :return: a file-like object to read bytes from the named stream
+        """
    
+
+
+
    [docs]class MetaExtractionTrace(Trace):
+    """
+    MetaExtractionTraces contain only metadata.
+
+    This class represenst traces during the extraction of an extraction plugin without a data stream.
+    """
+
+
    [docs]    @abstractmethod
+    def update(self, key_or_updates: Union[Mapping, str] = None, value: Any = None,
+               data: Mapping[str, bytes] = None) -> None:
+        """
+        Update or add metadata properties for this `.ExtractionTrace`.
+
+        :param key_or_updates: either a `str` (the metadata property to be
+                               updated) or a mapping supplying both keys and values to be updated
+        :param value: the value to update metadata property *key* to (used
+                      only when *key_or_updates* is a `str`, an exception will be thrown
+                      if *key_or_updates* is a mapping)
+        :param data: a `dict` mapping data type / stream name to bytes to be
+                     added to the trace
+        """
    
+
+
    [docs]    @abstractmethod
+    def add_tracelet(self,
+                     tracelet: Union[Tracelet, str],
+                     value: Optional[Mapping[str, Any]] = None) -> None:
+        """
+        Add a `.Tracelet` to this `.MetaExtractionTrace`.
+
+        :param tracelet: the Tracelet or tracelet type to add
+        :param value: the tracelet properties to add (only applicable when *tracelet* is a tracelet type)
+        """
    
+
+
    [docs]    @abstractmethod
+    def add_transformation(self, data_type: str, transformation: Transformation) -> None:
+        """
+        Update or add transformations for this `.ExtractionTraceBuilder`.
+
+        :param data_type: data type of the Transformation
+        :param transformation: the Transformation to add
+        """
    
+
+
    [docs]    @abstractmethod
+    def child_builder(self, name: str = None) -> ExtractionTraceBuilder:
+        """
+        Create a `.TraceBuilder` to build a trace to be saved as a child of this `.Trace`.
+
+        A new trace will only be added to the index once explicitly saved (e.g.
+        through `.TraceBuilder.build`).
+
+        .. note::
+            Traces should be created and built in depth first order,
+            parent before child (pre-order).
+
+        :param name: the name for the trace being built
+        :return: a `.TraceBuilder` set up to create a child trace of this `.MetaExtractionTrace`
+        """
    
+
+
+
    [docs]class ExtractionTrace(MetaExtractionTrace):
+    """Trace offered to be processed."""
+
+
    [docs]    @abstractmethod
+    def open(self, offset: int = 0, size: int = None) -> BufferedReader:
+        """
+        Open a data stream of the data that is being processed.
+
+        :param offset: byte offset to start the stream on
+        :param size: the number of bytes to make available
+        :return: a file-like object to read bytes from the named stream
+        """
    
+
    + +
    +
    +
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    © Copyright 2020-2022 Netherlands Forensic Institute.

    +
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    + + + + \ No newline at end of file diff --git a/0.6.1/_modules/hansken_extraction_plugin/api/plugin_info.html b/0.6.1/_modules/hansken_extraction_plugin/api/plugin_info.html new file mode 100644 index 0000000..929b021 --- /dev/null +++ b/0.6.1/_modules/hansken_extraction_plugin/api/plugin_info.html @@ -0,0 +1,193 @@ + + + + + + hansken_extraction_plugin.api.plugin_info — Hansken Extraction Plugins for plugin developers SNAPSHOT + documentation + + + + + + + + + + + + + + + + +
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      • +
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    +
    +
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    + +

    Source code for hansken_extraction_plugin.api.plugin_info

    +"""This module contains all definitions to describe meta data of a plugin, a.k.a. PluginInfo."""
+from dataclasses import dataclass
+from enum import Enum
+from typing import Optional
+
+
+
    [docs]@dataclass(frozen=True)
+class Author:
+    """
+    The author of an Extraction Plugin.
+
+    This information can be retrieved by an end-user from Hansken.
+    """
+
+    name: str
+    email: str
+    organisation: str
    
+
+
+
    [docs]class MaturityLevel(Enum):
+    """This class represents the maturity level of an extraction plugin."""
+
+    PROOF_OF_CONCEPT = 0
+    READY_FOR_TEST = 1
+    PRODUCTION_READY = 2
    
+
+
+
    [docs]@dataclass(frozen=True)
+class PluginId:
+    """Identifier of a plugin, consisting of domain, category and name. Needs to be unique among all tools/plugins."""
+
+    domain: str
+    category: str
+    name: str
+
+    def __str__(self):
+        return f'{self.domain}/{self.category}/{self.name}'.lower()
    
+
+
+
    [docs]@dataclass(frozen=True)
+class PluginResources:
+    """PluginResources contains information about how many resources will be used for a plugin."""
+
+    maximum_cpu: Optional[float]
+    """
+    CPU resources are measured in cpu units. One cpu is equivalent to 1 vCPU/Core for cloud providers and 1 hyperthread
+    on bare-metal Intel processors. Also, fractional requests are allowed. A plugin that asks 0.5 CPU uses half as
+    much CPU as one that asks for 1 CPU.
+    """
+    maximum_memory: Optional[int]
+    """Max usable memory for a plugin, measured in megabytes."""
+
+    def __post_init__(self):
+        if self.maximum_cpu is not None and self.maximum_cpu < 0:
+            raise ValueError(f'maximum_cpu cannot be < 0: {self.maximum_cpu}')
+        if self.maximum_memory is not None and self.maximum_memory < 0:
+            raise ValueError(f'maximum_memory cannot be < 0: {self.maximum_memory}')
    
+
+
+
    [docs]@dataclass
+class PluginInfo:
+    """
+    This information is used by Hansken to identify and run the plugin.
+
+    Note that the build_plugin.py build script is used to build a plugin docker image with PluginInfo docker labels.
+    """
+
+    id: PluginId  #: a plugin's unique identifier, see PluginId
+    version: str  #: version of the plugin
+    description: str  #: short description of the functionality of the plugin
+    author: Author  #: the plugin's author, see Author
+    maturity: MaturityLevel  #: maturity level, see MaturityLevel
+    matcher: str  #: this matcher selects the traces offered to the plugin
+    webpage_url: str  #: plugin url
+    license: Optional[str] = None  #: license of this plugin
+    deferred_iterations: int = 1  #: number of deferred iterations (1 to 20), nly for deferred plugins (optional)
+    resources: Optional[PluginResources] = None  #: resources to be reserved for a plugin (optional)
+
+    def __post_init__(self):
+        if not 1 <= self.deferred_iterations <= 20:
+            raise ValueError(f'Invalid value for deferred_iterations: {self.deferred_iterations}. '
+                             f'Valid values are 1 =< 20.')
    
+
    + +
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    © Copyright 2020-2022 Netherlands Forensic Institute.

    +
    + + Built with Sphinx using a + theme + provided by Read the Docs. + + +
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    + + + + \ No newline at end of file diff --git a/0.6.1/_modules/hansken_extraction_plugin/api/search_result.html b/0.6.1/_modules/hansken_extraction_plugin/api/search_result.html new file mode 100644 index 0000000..c7d87ea --- /dev/null +++ b/0.6.1/_modules/hansken_extraction_plugin/api/search_result.html @@ -0,0 +1,183 @@ + + + + + + hansken_extraction_plugin.api.search_result — Hansken Extraction Plugins for plugin developers SNAPSHOT + documentation + + + + + + + + + + + + + + + + +
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    • hansken_extraction_plugin.api.search_result
      • +
    • +
      • +
    +
    +
    +
    +
    + +

    Source code for hansken_extraction_plugin.api.search_result

    +"""This module contains a representation of a search result."""
+from abc import ABC, abstractmethod
+from itertools import islice
+from typing import Iterable, List, Optional
+
+from hansken_extraction_plugin.api.extraction_trace import SearchTrace
+
+
+
    [docs]class SearchResult(ABC, Iterable):
+    """
+    Class representing a stream of traces, returned when performing a search request.
+
+    This result can only be iterated once. Results can be retrieved in three ways:
+
+    Treating the result as an iterable:
+
+    .. code-block:: python
+
+        for trace in result:
+            print(trace.name)
+
+    Calling `.take` to process one or more batches of traces:
+
+    .. code-block:: python
+
+        first_100 = result.take(100)
+        process_batch(first_100)
+
+    Calling `.takeone` to get a single trace:
+
+    .. code-block:: python
+
+        first = result.takeone()
+        second = result.takeone()
+
+        print(first.name, second.name)
+
+    """
+
+
    [docs]    @abstractmethod
+    def total_results(self) -> int:
+        """
+        Return the  total number of hits.
+
+        :return: Total number of hits
+        """
+        pass
    
+
+
    [docs]    def takeone(self) -> Optional[SearchTrace]:
+        """
+        Return a single trace, if this stream is not exhausted.
+
+        :return: A searchtrace, or None if no trace is available
+        """
+        return next(self.__iter__(), None)
    
+
+
    [docs]    def take(self, num: int) -> List[SearchTrace]:
+        """
+        Return a list containing at most num number of traces, or less if they are not available.
+
+        :param num: Number of traces to take
+        :return: List containing zero or more traces
+        """
+        return list(islice(self.__iter__(), num))
    
+
+
    [docs]    def close(self):
+        """
+        Close this SearchResult if no more traces are to be retrieved.
+
+        Required to keep compatibility with hansken.py.
+        """
+        pass
    
+
    + +
    +
    +
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    © Copyright 2020-2022 Netherlands Forensic Institute.

    +
    + + Built with Sphinx using a + theme + provided by Read the Docs. + + +
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    + + + + \ No newline at end of file diff --git a/0.6.1/_modules/hansken_extraction_plugin/api/trace_searcher.html b/0.6.1/_modules/hansken_extraction_plugin/api/trace_searcher.html new file mode 100644 index 0000000..19781fb --- /dev/null +++ b/0.6.1/_modules/hansken_extraction_plugin/api/trace_searcher.html @@ -0,0 +1,129 @@ + + + + + + hansken_extraction_plugin.api.trace_searcher — Hansken Extraction Plugins for plugin developers SNAPSHOT + documentation + + + + + + + + + + + + + + + + +
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      • +
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      • +
    +
    +
    +
    +
    + +

    Source code for hansken_extraction_plugin.api.trace_searcher

    +"""This module contains the definition of a trace searcher."""
+from abc import abstractmethod
+
+from hansken_extraction_plugin.api.search_result import SearchResult
+
+
+
    [docs]class TraceSearcher:
+    """This class can be used to search for traces, using the search method."""
+
+
    [docs]    @abstractmethod
+    def search(self, query: str, count: int) -> SearchResult:
+        """
+        Search for indexed traces in Hansken using provided query returning at most count results.
+
+        :param query: HQL-query used for searching
+        :param count: Maximum number of traces to return
+        :return: SearchResult containing found traces
+        """
    
+
    + +
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    © Copyright 2020-2022 Netherlands Forensic Institute.

    +
    + + Built with Sphinx using a + theme + provided by Read the Docs. + + +
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    + + + + \ No newline at end of file diff --git a/0.6.1/_modules/hansken_extraction_plugin/api/tracelet.html b/0.6.1/_modules/hansken_extraction_plugin/api/tracelet.html new file mode 100644 index 0000000..b6ccae5 --- /dev/null +++ b/0.6.1/_modules/hansken_extraction_plugin/api/tracelet.html @@ -0,0 +1,139 @@ + + + + + + hansken_extraction_plugin.api.tracelet — Hansken Extraction Plugins for plugin developers SNAPSHOT + documentation + + + + + + + + + + + + + + + + +
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      • +
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    +
    +
    +
    + +

    Source code for hansken_extraction_plugin.api.tracelet

    +"""This module contains the definition of a Tracelet."""
+from typing import Any, Mapping
+
+
+
    [docs]class Tracelet:
+    """
+    A tracelet contains the values of a single fvt (Few Valued Type).
+
+    A few valued type is a trace property type that is a collection of tracelets. A trace can contain multiple few
+    valued types containing one or more tracelets. For example, the `trace.identity`` type may look like this::
+
+        {emailAddress: 'interesting@notreally.com'},
+        {firstName: 'piet'},
+        {emailAddress: 'anotheremail@notreally.com'},
+
+    The trace.identity few valued types contains three different tracelets.
+    """
+
+    def __init__(self, name: str, value: Mapping[str, Any]):
+        """
+        Initialize a tracelet.
+
+        :param name: name or type of the tracelet. In the example this would be ``identity``.
+        :param value: Mapping of keys to properties of this tracelet. In the example this could be
+                      ``{emailAddress: 'anotheremail@notreally.com'}``.
+        """
+        self.name = name
+        self.value = value
    
+
    + +
    +
    +
    + +
    + +
    +

    © Copyright 2020-2022 Netherlands Forensic Institute.

    +
    + + Built with Sphinx using a + theme + provided by Read the Docs. + + +
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    + + + + \ No newline at end of file diff --git a/0.6.1/_modules/hansken_extraction_plugin/api/transformation.html b/0.6.1/_modules/hansken_extraction_plugin/api/transformation.html new file mode 100644 index 0000000..b056de0 --- /dev/null +++ b/0.6.1/_modules/hansken_extraction_plugin/api/transformation.html @@ -0,0 +1,172 @@ + + + + + + hansken_extraction_plugin.api.transformation — Hansken Extraction Plugins for plugin developers SNAPSHOT + documentation + + + + + + + + + + + + + + + + +
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      • +
    • +
      • +
    +
    +
    +
    +
    + +

    Source code for hansken_extraction_plugin.api.transformation

    +"""This module contains the definition of a Transformation."""
+from abc import ABC
+from dataclasses import dataclass
+from typing import List
+
+
+
    [docs]class Transformation(ABC):
+    """A super class for data transformations. Currently only :class:RangedTransformation is supported."""
+
+    pass
    
+
+
+
    [docs]@dataclass(frozen=True)
+class Range:
+    """A Range describes a range of bytes with a offset and length."""
+
+    offset: int  #: the starting point of the data
+    length: int  #: the size of the data
    
+
+
+
    [docs]class RangedTransformation(Transformation):
+    """A :class:RangedTransformation describes a data transformation consisting of a list of :class:Range."""
+
+    def __init__(self, ranges: List[Range]):
+        """:type ranges: list of :class:Range."""
+        self.ranges = ranges
+
+
    [docs]    @staticmethod
+    def builder():
+        """:return a Builder."""
+        return RangedTransformation.Builder()
    
+
+
    [docs]    class Builder:
+        """Helper class that implements a transformation builder."""
+
+        def __init__(self):
+            """Initialize a Builder."""
+            self._ranges: List[Range] = []
+
+
    [docs]        def add_range(self, offset: int, length: int) -> 'RangedTransformation.Builder':
+            """
+            Add a range to a ranged transformation by providing the range's offset and length.
+
+            :param offset the offset of the data transformation
+            :param length the length of the data transformation
+            :return: this `.RangedTransformation.Builder`
+            """
+            if offset is None:
+                raise ValueError('offset is required')
+            if length is None:
+                raise ValueError('length is required')
+            self._ranges.append(Range(offset=offset, length=length))
+            return self
    
+
+
    [docs]        def build(self) -> 'RangedTransformation':
+            """
+            Return a RangedTransformation.
+
+            :return: a :class:RangedTransformation
+            """
+            return RangedTransformation(ranges=self._ranges)
    
+
    + +
    +
    +
    + +
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    © Copyright 2020-2022 Netherlands Forensic Institute.

    +
    + + Built with Sphinx using a + theme + provided by Read the Docs. + + +
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    + + + + \ No newline at end of file diff --git a/0.6.1/_modules/index.html b/0.6.1/_modules/index.html new file mode 100644 index 0000000..2dcd609 --- /dev/null +++ b/0.6.1/_modules/index.html @@ -0,0 +1,118 @@ + + + + + + Overview: module code — Hansken Extraction Plugins for plugin developers 0.6.1 + documentation + + + + + + + + + + + + + + + + +
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    © Copyright 2020-2022 Netherlands Forensic Institute.

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    + + Built with Sphinx using a + theme + provided by Read the Docs. + + +
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    + + + + \ No newline at end of file diff --git a/0.6.1/_sources/changes.rst.txt b/0.6.1/_sources/changes.rst.txt new file mode 100644 index 0000000..3277514 --- /dev/null +++ b/0.6.1/_sources/changes.rst.txt @@ -0,0 +1,15 @@ +.. _changelog: + +Changelog +========= + +The following page lists all (technical) changes in the extraction plugin SDK. + +Programming language specific API changes are described in more detail on API changelog pages. +These pages list new API functionalities, and describe how to update your plugins when API changes are in order. +For the API changelog pages see: + +* :doc:`dev/java/api_changelog` +* :doc:`dev/python/api_changelog` + +.. mdinclude:: ../CHANGES.md diff --git a/0.6.1/_sources/contact.md.txt b/0.6.1/_sources/contact.md.txt new file mode 100644 index 0000000..073d2ad --- /dev/null +++ b/0.6.1/_sources/contact.md.txt @@ -0,0 +1,16 @@ +# Contact + +Please get in touch with us: + +* if you have questions about the SDK, +* have found a bug, +* have a feature request, +* see other opportunity to improve, +* want to contribute, +* ... + +Chat with us on [Discord](https://www.discord.com). You can find members of the extraction plugin SDK development team +in the Hansken Community server, in the `extraction-plugins` channel. This is a Hansken community-private server. If you +don't have access to the Hansken Community server, please contact your Hansken business owner. He or she can invite you +to the Hansken Community server. If you don't know who to contact, feel free to fill in +the [contact form](https://www.hansken.nl/contact) for further questions/contact. diff --git a/0.6.1/_sources/dev/concepts.rst.txt b/0.6.1/_sources/dev/concepts.rst.txt new file mode 100644 index 0000000..3d5d6cb --- /dev/null +++ b/0.6.1/_sources/dev/concepts.rst.txt @@ -0,0 +1,20 @@ +General concepts +================ + +.. toctree:: + :maxdepth: 1 + :caption: Contents: + + concepts/extraction_plugins + concepts/anatomy_of_a_plugin + concepts/plugin_types + concepts/plugin_naming_convention + concepts/traces + concepts/hql_lite + concepts/data_transformations + + concepts/test_framework + + concepts/isolation + concepts/kubernetes_autoscaling + diff --git a/0.6.1/_sources/dev/concepts/anatomy_of_a_plugin.md.txt b/0.6.1/_sources/dev/concepts/anatomy_of_a_plugin.md.txt new file mode 100644 index 0000000..d17f7ae --- /dev/null +++ b/0.6.1/_sources/dev/concepts/anatomy_of_a_plugin.md.txt @@ -0,0 +1,72 @@ +# Anatomy of a plugin + +This page describes the general anatomy of a plugin, and its (simplified) execution in Hansken. + +## The plugin itself + +Each plugin must implement two methods: + +* `pluginInfo()`: This method returns information about the plugin. +* `process()`: This method performs the extraction task of the plugin. + +Lets dive a bit deeper into these methods in the next sections! + +### The method `pluginInfo()` + +The `pluginInfo()` method returns a `PluginInfo` object. Hansken needs this object to be able to know the capabilities +of the plugin, and to show the plugin in the list of tools. The most important fields that must be set on `PluginInfo` +are the following: + +| `id` | The identifier of the plugin. This will be used as a unique name for the plugin Hansken. | +| `description` | A description of the plugin that is shown in Hansken. | +| `author` | The author of the plugin that is shown in Hansken. | +| `license` | The type of license of the plugin that is shown in Hansken. | +| `matcher` | This matcher is used by Hansken to determine which Traces are sent to the Plugin during extraction. | + +### The method `process()` + +During extraction, Hansken calls the `process()` method for every matching trace. The `matcher` attribute of +the `PluginInfo` is very important as it determines which traces will be sent to the `process` method. + +Although the plugin developer is free to program whatever seems useful, the following tasks are typically performed +within the `process()` method: + +* Creating child-traces +* Reading trace properties +* Adding trace properties +* Reading the data that the Trace represents +* Writing data on a Trace + +Depending on the type of plugin that is implemented, different functionality is available in the `process()` method. +See [Plugin Types](plugin_types.md) for more details. + +## The execution in Hansken + +This describes the process of running a plugin from the perspective of Hansken. The perspective of the user is described +in [Hansken Extraction Plugins](extraction_plugins.md). + +### Plugin discovery + +Hansken manages a list of tools that can be used in extractions. The available plugins must be added to this list so +that the user can select them. To accomplish this, Hansken scans the Docker registry for docker images that are plugins. +Each image is started up, and a call is done to its `pluginInfo()` method. If the call resulted in a valid `PluginInfo` +object, the Extraction Plugin is added to the list of tools visible to users. After the `PluginInfo` is retrieved, the +docker image is shutdown again. + +### Starting an extraction + +Hansken checks if any plugins are selected by the user that started the extraction. For each selected plugin, at least +one docker image will be started. See [Kubernetes autoscaling](kubernetes_autoscaling.md) for more details on expanding +the number of instances for each plugin. + +### Extracting + +During an extraction, Hansken will iteratively loop through all selected tools, including Extraction Plugins. For each +trace that matches on a tool, Hansken will call its `process` method. For Extraction Plugins, this means that +the `process` method is called via the gRPC protocol. The trace to be processed is sent over gRPC to the plugin, and any +other communication between Hansken and the Extraction Plugin (like created properties and child traces, search requests +and written data) are done using gRPC. + +### Finishing an extraction + +At the end of an extraction, Hansken will stop all associated plugins. diff --git a/0.6.1/_sources/dev/concepts/data_transformations.md.txt b/0.6.1/_sources/dev/concepts/data_transformations.md.txt new file mode 100644 index 0000000..116c0a5 --- /dev/null +++ b/0.6.1/_sources/dev/concepts/data_transformations.md.txt @@ -0,0 +1,24 @@ +# Data Transformations + +Extraction Plugins can create new :ref:`data-streams ` on a Trace through data transformations. Data +transformations describe how data can be obtained from a source. Data transformations are preferred over storing blobs +because they take less space. This is because they only describe the data instead of specifying the actual data. + +The following figure shows how Hansken visualizes data transformations: +![datatransformations.png](datatransformations.png) +Note that transformations can be applied on transformations. The SDK only supports range transformations at the moment, +while this image also shows some transformations that are currently available in Hansken but not in the SDK. + +An example case is an extraction plugin that processes an archive file. The plugin creates a child trace per entry in +the archive file. Each child trace will have a data stream that is a transformation that marks the start and length of +the entry in the original archive data. By just describing the data instead of specifying the actual data, a lot of +space is saved. + +Although Hansken supports various transformations, the Extraction Plugins SDK for now only supports ranged data +transformations. Ranged data transformations define data as a list of ranges, each range with an offset and length in a +bytearray. + +## See also + +* [Data Transformations in Java](../java/snippets.md#Data Transformations) +* [Data Transformations in Python](../python/snippets.md#Data Transformations) diff --git a/0.6.1/_sources/dev/concepts/extraction_plugins.md.txt b/0.6.1/_sources/dev/concepts/extraction_plugins.md.txt new file mode 100644 index 0000000..74246e9 --- /dev/null +++ b/0.6.1/_sources/dev/concepts/extraction_plugins.md.txt @@ -0,0 +1,60 @@ +# Hansken Extraction Plugins + +Hansken Extraction Plugins enable Hansken users to add their own extraction tools to Hansken. + +To use an Extraction Plugin in Hansken, the following steps have to be done: + +1. Build the plugin +2. Upload the plugin to Hansken +3. Refresh the Hansken tools list +4. Start an extraction with the plugin enabled + +## Building a plugin + +Hansken Extraction Plugins can be built in Java or Python by implementing an interface. Which interface you choose +depends on the type of plugin you choose to make, see [Plugin Types](plugin_types.md). For more information on coding +your own plugin, see the [Extraction Plugin Examples](https://git.eminjenv.nl/hanskaton/hansken-extraction-plugin-sdk/examples). + +The plugin can then be tested using the [Test Framework](test_framework.md). This way you make sure everything works as +expected before taking further steps. + +## Package the plugin + +To upload a plugin into Hansken, a docker image for this plugin must be uploaded to the docker registry. First, the +plugin container image must be packaged. +A plugin is packaged into an OCI image (also known as Docker image). + +* [Package a docker image for a Python plugin](../python/packaging.md) +* [Package a docker image for a Java plugin](../java/packaging.md) + + +.. _upload_plugin: + +## Upload the plugin to Hansken + +Hansken finds the plugins by scanning a docker registry. It will try to load all docker images with a certain prefix as +Extraction Plugins. The settings for this are defined in Hansken properties: + +* `registry.extraction.plugins.registry.uri` defines the registry +* `registry.extraction.plugins.registry.prefix` defines the prefix plugins must have + +When the image is packaged locally, it needs to be pushed (uploaded) to the docker registry. These commands provide an +outline of how to do this: + +* `docker login ` (make sure you are logged in to the registry) +* `docker push ` (push the plugin docker image to the registry) + +.. note:: For more information about uploading plugins and running them in Hansken, see the 'Using extraction plugins in + Hansken' chapter of the *Hansken User Guide*. + +## Refresh the Hansken tools list + +Hansken checks which plugins are available at startup. The list of available plugins can also be refreshed by calling +the following endpoint: `/gatekeeper/tools?refresh=true` + +This can be invoked via an internet browser. + +## Start an extraction with the plugin enabled + +If everything went well, the list of available tools in Hansken should now feature your plugin. To run the plugin in an +extraction, be sure to select its checkbox in the extraction tools dialog. diff --git a/0.6.1/_sources/dev/concepts/hql_lite.md.txt b/0.6.1/_sources/dev/concepts/hql_lite.md.txt new file mode 100644 index 0000000..23b700f --- /dev/null +++ b/0.6.1/_sources/dev/concepts/hql_lite.md.txt @@ -0,0 +1,340 @@ +# HQL-Lite + +## Overview + +HQL-Lite is a query language derived from Hanskens full HQL human. HQL stands for Hansken Query Language and can be +used to search or match traces. Since not all elements of full HQL can be used in the context of an extraction, +extraction plugins use HQL-Lite, a lightweight version of HQL. This document describes the usage of HQL-Lite in the +context of extraction plugins. + +## How does Hansken work? + +- Let's say we have a Hansken image `hansken_image1` with 10 pdf files, and 5 jpegs. +- And our Hansken contains 2 tools: + - PdfPlugin + - JpegTool + +.. note:: All plugins are Hansken tools, but not all Hansken tools are plugins. Some tools are included in Hansken core. + +Let's look at a (simplified) pseudocode example of the inner workings of Hansken: + +```python + for each trace in new_traces { + for each datastream in trace { + for each tool in hansken_tools { + if tool.can_this_tool_process_the_provided_trace(trace, datastream) { + tool.process_the_trace(trace, datastream) + } + } + } + } +``` + +So in this example we know the following: + +- `new_traces` has + - 10 pdf files + - 5 jpeg files +- `hansken_tools` contains: + - PdfPlugin + - JpegTool + +So the question here is, how do we prevent that traces are not processed by incompatible tools? + +The answer is the `tool.can_this_tool_process_the_provided_trace()` part of the pseudocode. + +### What does `can_this_tool_process_the_provided_trace()` do? + +Hansken actually contains many more tools/plugins than these 2, and instead of 15 files/traces, we usually deal with +millions. + +.. note:: If each trace has 1 extra second of overhead, 1 million traces would take 11.5 days of extra CPU time + +#### Matchers to the rescue + +To reduce the unnecessary overhead of processing all traces (even the ones the tool cannot actually process), Hansken +implements the concept of a `matcher` for each tool. This _matcher_ basically checks the _trace_ for _"matching +conditions"_, that would allow the tool to process it. + +Sometimes these _matching conditions_ can be as simple as a specific `filename` or `extension`, but are often more +elaborate in the sense that they check multiple factors that require some intimate knowledge of Hansken. + +## What is HQL-Lite? + +HQL-Lite is a language based on HQL (Hansken Query Language) that allows plugin developers to write _matchers_ for +Hansken Extraction Plugins. It could be said that HQL-Lite contains a subset of HQL features, plus some HQL-Lite unique +features that are only interesting for _matchers_. + +.. note:: + Please note that even though the HQL-Lite query is part of the plugin, it is compiled and stored in Hansken during + startup to achieve performance. + +### Why not just use HQL for plugins? + +HQL was designed to search for traces stored in the Elasticsearch database. As such, some of its features are tightly +coupled to the Elasticsearch implementation, making it difficult to re-implement them for plugins. + +Also, even though HQL is more complex than the requirements for _matching_ in plugins, a couple of minor features that +are absolutely necessary for _matching_ are not implemented in HQL, as they don't make much sense from a search point of +view. This is because HQL was designed to be used with _finished extractions_ with all the traces stored in the +database, while HQL-Lite was designed for _active extractions_. + +### HQL-Lite syntax + +| Matcher | Syntax | remarks | +|----------|------------------------|--------------------------------------------------------------------------------------------------------| +| All | `""` | an empty string translates to match for __all__ traces | +| And | `foo:1 AND bar:2` | the case-sensitive `AND` operator behaves like a logical AND of 2 conditions | +| Not | `NOT foo` or `-foo` | the case-sensitive `NOT` or `-` negates the expression that follows | +| Range | `foo>1` or `1<=foo<10` | a numbered-range check with a min or/and max range(s) | +| Or | `foo:1 OR bar:2` | the case-sensitive `OR` operator behaves like a logical OR of 2 conditions | +| Data | `$data.foo:1` | see `$data` section below | +| DataType | `$data.type:raw` | this query matches against the type of the current datastream | +| Types | `type:email` | this query checks if the trace contains a certain trace type as defined in the Hansken trace model | + +There are also a couple of general guidelines that apply to all matchers: + +- Equals/not equals: + - `:` or `=` : The most basic of left equals right statements. note that `=` is also valid. + - `!=` : The opposite of equals, not equals. Note that `!:` is __NOT__ supported. +- Wildcards: + - `?`: Match against any single character. E.g. `foo:r?w` will match against `raw, row` but not against `rowing`. + - `*`: Match against any chars. E.g. `foo:r*` will match against `r, ra, raw, raaaaaw` but not against `aw`. +- Exact match: By surrounding a value with quotes, we tell the parser that it is a single value. This is especially + helpful for values that might contain separators. E.g. `foo:'hello hql-lite'`. +- CSV: Currently only the `type` query supports multiple values to check against. E.g. `type:email,chatMessage` will only + return `true` if both types exist for this trace. +- `()` grouping: You can group statements by putting brackets around them. E.g. `foo:1 AND (bar:2 OR bla:3)` which + translates to `foo:1` plus one of the statements in the brackets. +- Escaping `\"\\ .\t\r\n:=>`. The exact content of said datastreams is +discussed elsewhere, but the basic idea is that a trace can have multiple representations. For example, a trace might +have a `raw` datastream, but after we identify that the raw bytes contain a __text__ file, we might add a separate +datastream `text`. + +.. note:: + The `process()` method of each plugin is called for each datastream of each trace. This is explained + in [How does Hansken work?](#how-does-hansken-work). Subsequently, you might have the same property for a + different datastream. For example: you might have a `data.raw.size` and a `data.text.size` property. The reason you + might have the same property multiple times, is because it could have a different meaning. + +For example: + +- data.raw.size: is the size in bytes +- data.text.size: is the number of bytes in the text representation of the raw stream + +If we want to check if either of these properties is not empty by using a `$data` matcher, we do: + +```text + $data.size>0 +``` + +##### When is it useful to use a $data matcher? + +For example, there is a simple plugin called `LetterCountPlugin`, that counts the letters in text based datastreams. + +So to match on these text based datastreams, we have 2 choices: + +- List all the possibilities + - Which is too tedious, and not very flexible when new types are supported +- Match on a common property + - More compact, but sometimes difficult to find a common property + +In this case we might match on mimeType, which we know is `text/plain` or `text/x-log` for 2 of types we want to match: + +```text + $data.mimeType=text\\/* +``` + +This will match the following: + +- `data.text.mimeType=text\\/plain` +- `data.text.mimeType=text\\/not\\ plain` +- `data.pdf.mimeType=text\\/encoded` +- `data.foo.mimeType=text\\/bar` + +But will __not__ match any of the following: + +- `data.text.mimeType=txt` +- `data.text.mimeType=pdf` +- `data.text.mime=text\\/plain` +- `data.foo.bar=text\\/plain` + +## How to write a matcher? + +The functional requirements for writing a matcher can be summarized in the following: + +1. What does my plugin expect as input? +2. How can I describe that input with the information Hansken provides? + +### PdfPlugin example + +Let's say we just finished writing a `PdfPlugin`. This is a simple plugin that checks if pdf files contain the +word `the`. + +So let's go over our checklist: + +#### _What does my plugin expect as input?_ + +PDF files. + +#### _How can I describe that input with the information Hansken provides?_ + +Hansken consumes and produces :ref:`Traces `. To that effect, we can only match on trace properties that are +available in Hansken. + +##### Match on extension + +The easiest way would be to only allow traces with the `.pdf` extension. Looking at the :ref:`Hansken trace model` (or a +Hansken extraction), we can see that there's a property `file` +which contains a property `extension`. + +So what would that look like in HQL-lite? Something like + +```text + file.extension=pdf +``` + +.. warning:: This of course __only__ works if the file has the correct extension (note that matchers are case-sensitive). + +So what do we do, if we also want to match pdf files that are (un)intentionally misnamed? + +##### Match on mime-type + +Looking at Wikipedia, we see that `pdf` has a couple of mime-types. In return looking at our extraction and the +trace-model, we see both at `data.raw.mimeType`, with a further explanation in the :ref:`Hansken trace model` that +the `raw` portion of the property is the __data type__ of the datastream. + +If we don't know which datastream has the `mimeType` property beforehand, we could use the broad-scoped `$data.` matcher +to look at every datastream. + +So our matcher becomes: + +```text + file.extension=pdf OR + ( + $data.mimeType=application\\/pdf OR + $data.mimeType=application\\/x-pdf + ) +``` + +##### Match on data size + +Some pdf files can be huge, meaning that parsing them will need a lot of resources. Could we add a data size check to +the matcher? According to the :ref:`Hansken trace model` `data` has a property `size` (similar to `mimeType`) that we +could use for this. + +.. note:: This is also a good way to check if a file is empty or not. + +Let's say our cutoff limit is 1 MB, meaning our matcher becomes: + +```text + 0 < $data.size < 1000000 AND + ( + file.extension=pdf OR + ( + $data.mimeType=application\\/pdf OR + $data.mimeType=application\\/x-pdf + ) + ) +``` + +##### Match if 'property is set' + +It is not uncommon to have some overlap between tools/plugins. For example: + +- PdfPlugin: a plugin that only supports pdf documents +- DocumentPlugin: this plugin supports a lot of document types, including `pdf`. + +So how would we prevent our plugin from processing a trace that has already been processed by the `DocumentPlugin`? + +The easiest solution would be to check if a certain property has already been set. Meaning, that if both plugins set +the `foo.bar` property, we check if said property has already been set. + +So we __only__ process the trace if `foo.bar` is __empty__, meaning our matcher becomes: + +```text + foo.bar!=* AND + 0 < $data.size < 1000000 AND + ( + file.extension=pdf OR + ( + $data.mimeType=application\\/pdf OR + $data.mimeType=application\\/x-pdf + ) + ) +``` + +##### Match on excluding a certain path + +It is also not uncommon to exclude certain paths from your plugin. These paths might contain invalid or encrypted files, +for example. + +So let's say we want to exclude all files under in the `/tmp/virus` path. How do we go about it? + +Again, we check our extraction/:ref:`Hansken trace model`, and we see that `file.path` looks promising. + +So excluding `/tmp/virus` would look something like: + +```text + -file.path=/tmp/virus* AND + foo.bar!=* AND + 0 < $data.size < 1000000 AND + ( + file.extension=pdf OR + ( + $data.mimeType=application\\/pdf OR + $data.mimeType=application\\/x-pdf + ) + ) +``` + +##### Match on specific datastream type + +When we process datastreams, it is usually a specific type. So writing a matcher that is too loose could yield the wrong +kind of datastream for us to process. + +To give a concrete example of when this could go wrong, let's say we have an encrypted file. This encrypted file (trace) +would have a datastream of type `raw`, which is the raw bytes, which are encrypted. + +After going through a `SimpleDecryptPlugin`, this trace will now have another datastream of type `text`. So the contents +of the datastreams are __entirely different__, for the same trace. + +In our case, we want our `PdfPlugin` to __ONLY__ process `raw` datastream. So we could replace the `$data.` matcher(s) +with `data.raw.`. + +So our match would look like: + +```text + -file.path=/tmp/virus* AND + foo.bar!=* AND + 0 < data.raw.size < 1000000 AND + ( + file.extension=pdf OR + ( + data.raw.mimeType=application\\/pdf OR + data.raw.mimeType=application\\/x-pdf + ) + ) +``` + +## How precise should a matcher be? + +In practice, only you as the plugin dev can answer this question. + +Know that from the point of view of Hansken, we only care that the plugin: + +- __Should not crash__: If a matcher does not compile, then your plugin will not be available in Hansken. Tip: be sure + to test your plugin with the :ref:`test framework `. +- __Should not be slow__: Matching is designed to be extremely fast, but of course, if you make it too complex it can + take longer than we want. In the example above, we calculated that 1 second extra for 1 million traces is 11 days of + extra CPU time. Unlike processing, matching is done for __every trace__, in every extraction iteration, so be careful! +- __Should match on the bare minimum__: Don't go too far by matching 50 different criteria before allowing a trace to be + processed. Note that a lot of (if not all) of these criteria depend on properties set by other tools, and you don't + really have any control on how these tools work. diff --git a/0.6.1/_sources/dev/concepts/isolation.md.txt b/0.6.1/_sources/dev/concepts/isolation.md.txt new file mode 100644 index 0000000..8932753 --- /dev/null +++ b/0.6.1/_sources/dev/concepts/isolation.md.txt @@ -0,0 +1,28 @@ +# Plugin isolation + +Extraction plugins allows arbitrary code to be executed during a Hansken extraction. This code is executed inside the +Hansken cluster. Extraction plugins are subjected +to [Hanskens design principles](https://www.sciencedirect.com/science/article/pii/S1742287615000857?via%3Dihub) +such as security, privacy and transparency. To ensure that plugins are compliant to these principles, each plugin will +be executed in isolation. This page describes the isolation measures that are in place. + +## User isolation + +The following user restrictions are implied on the plugin: + +* The plugin can not run as `root`. +* Instead, the plugin will run as user `1000` +* and with group `2000` +* and with fsgroup `3000` + +## System calls + +Plugins are only allowed to call a limited set of (Linux) system calls. This ensures that a plugin can be executed in a +secure manner within the Hansken platform. + +Hansken uses Kubernetes to run extraction plugins. The Kubernetes `RuntimeDefault` secure computing mode (`seccomp`) is +enabled to provide a sane default of available system calls. + +## Network isolation + +Plugins are not allowed to communicate over the network. diff --git a/0.6.1/_sources/dev/concepts/kubernetes_autoscaling.md.txt b/0.6.1/_sources/dev/concepts/kubernetes_autoscaling.md.txt new file mode 100644 index 0000000..6ffa7b4 --- /dev/null +++ b/0.6.1/_sources/dev/concepts/kubernetes_autoscaling.md.txt @@ -0,0 +1,27 @@ +# Kubernetes, Autoscaling, Resourcemanagement + +Extraction Plugins can be run in a Kubernetes cluster. This can be the same cluster Hansken run on, or another external +cluster. For each plugin, a *pod* is created by Hansken. Each plugin will have 12 threads by default to process traces +separately within one pod. + +## Autoscaling + +Hansken will create a Horizontal Pod Autoscaler (*HPA*) for each pod. HPA's manage the number of replica's of a pod +based on metrics. The Extraction Plugins SDK provides two metrics to be set in the PluginInfo: + +* Observed CPU utilization +* Observed memory usage + +For more info on how to set these metrics follow these links: + +* [Specifying system resources (Java)](../java/snippets.md#Specifying system resources) +* [Specifying system resources (Python)](../python/snippets.md#Specifying system resources) + +If a pod reaches the CPU or memory usage provided with the PluginInfo, the HPA will increase the number of replicas for +that plugin. Scaling down is done automatically. The maximum number of replicas per pod is specified within Hansken +properties and can be adapted by an operator (needs restart). + +## Finding the right settings + +This depends on the kubernetes cluster settings, the nodes it runs on, and of course the plugin itself. Monitor the +number of replica's and resource metrics while an extraction is running and adapt accordingly. diff --git a/0.6.1/_sources/dev/concepts/plugin_naming_convention.md.txt b/0.6.1/_sources/dev/concepts/plugin_naming_convention.md.txt new file mode 100644 index 0000000..cd0e9ad --- /dev/null +++ b/0.6.1/_sources/dev/concepts/plugin_naming_convention.md.txt @@ -0,0 +1,44 @@ +# Plugin naming convention + +## Plugin identifier + +Each extraction plugin has a unique identifier. The identifier consists of three fields. These three fields combined +form the plugin name. + +The three fields of a plugin identifier are: *domain*, *category*, and *name*. The fields are described in more detail +below. + +**domain** +The domain name of the organisation where the plugin is created. If an organisation has multiple domain names, the +shortest name is preferred over the longer domain names. Examples: `nfi.nl`, `politie.nl`, `fiod.nl`, `hansken.org`. + +**category** +A type of action that the plugin performs. The category is a free text field, but the following table gives some +recommendations. + +| Category | Description | +|--------------|-------------------------------------------------------------------------------------------------------------------------------------------------| +| ``extract`` | The plugin parses a clear data structure | +| ``carve`` | The plugin parses data fragments to reassemble traces in the absence of filesystem metadata | +| ``classify`` | The plugin categorizes a plugin based on its content, e.g. detecting money on traces of type `picture` | +| ``digest`` | The plugin digests data to compute a hash | +| ``ocr`` | The plugin applies ocr (optical character recognition) to read text on `pictures` or scanned documents | +| ``match`` | The plugin matches a trace against a database, and reports whether there was hit or miss, e.g. matching a trace to a well known files database | + +**name** +The name of the plugin, or in the classic sense, a description detailing what the plugin processes. Note that the name +can contain (forward) slashes. + +## Examples + +The following table shows a list of plugin identifiers. The last column of the table shows the derived full plugin name. +The derived full plugin name will be shown in Hansken. + +| Domain | Category | Name | Derived plugin name | Explanation | +|-----------------|--------------|-----------------|------------------------------------|-------------------------------------------------------------------------------------------------------------| +| ``hansken.org`` | ``extract`` | ``archive`` | ``hansken.org/extract/archive`` | A plugin created by the Hansken development team that extracts traces from an arbitrary ``archive`` format | +| ``nfi.nl`` | ``extract`` | ``archive/zip`` | ``nfi.nl/extract/archive/zip`` | A plugin created by an NFI team that extracts traces from a specific ``archive`` format: ``zip`` | +| ``politie.nl`` | ``extract`` | ``archive/zip`` | ``politie.nl/extract/archive/zip`` | The same as the previous example, but now the plugin is created by a different organisation: ``politie.nl`` | +| ``hansken.org`` | ``carve`` | ``archive/zip`` | ``hansken.org/carve/archive/zip`` | A plugin that carves data to detect a specific ``archive`` format: ``zip`` | +| ``hansken.org`` | ``digest`` | ``sha256`` | ``hansken.org/digest/sha256`` | A plugin that digests data to compute a ``sha256`` hash | +| ``hansken.org`` | ``ocr`` | ``tesseract`` | ``hansken.org/ocr/tesseract`` | A plugin that performs ocr using ``tesseract`` | diff --git a/0.6.1/_sources/dev/concepts/plugin_types.md.txt b/0.6.1/_sources/dev/concepts/plugin_types.md.txt new file mode 100644 index 0000000..82d5d4a --- /dev/null +++ b/0.6.1/_sources/dev/concepts/plugin_types.md.txt @@ -0,0 +1,59 @@ +# Extraction plugin types + +Currently three types of Hansken Extraction Plugins are supported: + +* Standard Extraction Plugins +* Meta Extraction Plugins +* Deferred Extraction Plugins + +## Standard Extraction Plugins + +Standard Extraction Plugins provide enough functionality for most cases. This includes: + +* Processing traces +* Creating child-traces +* Reading trace properties +* Adding trace properties +* Reading data +* Writing data +* Writing [data transformations](data_transformations.md) + +## Meta Extraction Plugins + +Meta Extraction Plugins can only process and produce trace properties without the need (or possibility) for processing +actual trace data. This includes: + +* Processing traces +* Creating child-traces +* Reading trace properties +* Adding trace properties + +.. _deferred extraction plugins: + +## Deferred Extraction Plugins + +These plugins have two additional features that are not included with Standard Extraction Plugins: + +* a developer can choose to *defer* their execution +* information about other traces can be obtained while processing the current extraction trace. Code examples can be + found here: :ref:`Java `, :ref:`Python `. + +*Deferring execution* +A single Hansken image extraction consists of multiple *iterations*. Within every *iteration*, every Hansken tool and +plugin is executed on matching traces, which produces new traces or modifies existing traces. If a tool can be executed +another time because of these additions or modifications, another iteration is started. + +A regular plugin is executed in the same iteration a trace is matched. Deferred plugins are executed in a different +iteration; they are always deferred for at least one iteration. This is very useful when searching for traces, because +you are certain the deferred plugin is executed after all other tools performed their modifications. + +Sometimes, executing your plugin in the next iteration is not enough; it needs to be executed in a different iteration. +This is why the SDK allows setting a *deferredIterations* parameter in the plugin info. After the plugin matches with a +trace, it will be executed after *deferredIterations*. The execution can currently be deferred by a maximum of **20** +iterations and the default is **1**. + +*Searching for traces* +This type of plugin can perform a search to look for saved traces in the current **project**. This search is performed +using a provided **HQL** query. A maximum of **50** traces is returned for a given search request. + +.. warning:: Please note that HQL-Lite specific syntax such as the `Data` or `DataType` matchers is **NOT** supported. diff --git a/0.6.1/_sources/dev/concepts/test_framework.md.txt b/0.6.1/_sources/dev/concepts/test_framework.md.txt new file mode 100644 index 0000000..a937c31 --- /dev/null +++ b/0.6.1/_sources/dev/concepts/test_framework.md.txt @@ -0,0 +1,276 @@ +# Test framework + +.. _test_framework: + +The SDK provides the _FLITS Test Framework_ for integration testing. This allows us to test/validate the plugin input +and output without having a running Hansken instance. + +To use the test framework, three components are required: + +1. A running server instance of an extraction plugin. See section :ref:`How to test your plugin `. +2. Input test data +3. Results (expected output) + +## Creating test data + +The test data is independent of which programming language is used for the plugin (Java or Python). This section +describes the setup of the test data, while the sections thereafter will link to the language specific documentation. + +.. _basictestdata: + +### Basic test data directory structure + +Example test data directory structure with an `inputs` and `results` directory: + +```text +tests/ +├── inputs +│  ├── example1.raw +│  ├── example1.text +│  ├── example1.trace +│  ├── example2.raw +│  └── example2.trace +└── results +   ├── example1.raw.PluginName.trace +   ├── example1.text.PluginName.trace +   └── example2.raw.PluginName.trace + ``` + +The `inputs` folder contains all traces that will be processed during the test. These 'input traces' are defined in +files with the '.trace' extension, using JSON. This JSON structure is explained in section +:ref:`Trace format`. Each trace may have various :ref:`data-streams`. The data for each trace +is put into separate files for each data-stream. The data-stream files need to have the same name as their corresponding +trace file but differ in extension. They can have any extension, for example 'raw', 'text' or 'jpeg'. __Note that one +input trace will always have one '.trace' file, and can have none, one or many data files.__ Also note that if the +plugin doesn't match on any of the input files and there are no result files yet, the test will succeed. + +.. note:: The test-framework uses the extension of the input test file(s) _(other than __.trace__)_ as type of the + current data-stream. + +The expected results (which are also traces) are stored in a separate `results` folder next to the `inputs` folder. The +file names in the `results` folder correspond to the file names in the `inputs` folder. Note that the name of the plugin +is added between the file basename and the file extension. This can be useful if one maintains a single test input and +output test datasets for multiple extraction plugins. + +.. note:: It is possible to let the test framework regenerate the results files automatically. See the + :ref:`Java` and :ref:`Python` sections on testing on how to do this. If no files are + being generated, check if the plugin matcher is actually matching the input files. + +The test runner will invoke the extraction plugin for each input trace. The test runner collects the plugin output and +compares it against the trace defined in the `results` folder. If there is a mismatch, the test runner will fail with an +exit code 1. If all tests pass the test runner will finish with exit code 0. + +Given the files in the example above, the test runner will invoke the extraction plugin three times: + +| Input | Result | +|--------------------------------------------------------------|------------------------------------------------| +| `example1.trace` with data `stream example1.raw` | `example1.raw.PluginName.trace` | +| `example1.trace` with data `stream example1.text` | `example1.text.PluginName.trace` | +| `example2.trace` with data `stream example2.text` | `example2.raw.PluginName.trace` | + +### Test data structure for deferred extraction plugins + +:ref:`Deferred extration plugins ` have the unique ability to search traces with a query. +The `input` test data should be extended to contain the results of searches done by deferred extraction plugins. These +_search traces_ are stored in separate folders that follow the naming format '{deferred trace name}/searchtraces/'. Below +is an example test data directory structure for a deferred extraction plugin that searches for +a `deferredExampleSearch.trace`: + +```text +tests/ +├── inputs +│  ├── deferredExample.trace +│  ├── deferredExample.raw +│  ├── deferredExample/ +│  │  ├── searchtraces/ +│  │  │  ├── deferredExampleSearch.trace +└── results +   └── deferredExample.raw.DeferredPluginName.trace +``` + +.. warning:: The plugin will try to match on all traces in the input folder, including traces used for search results ( + of deferred extraction plugins). This means that it is impossible to search on traces that match the same deferred + extraction plugin, as it would create an infinite loop. + +Given the files in the example above, the test runner will invoke the extraction plugin one time: + +| Input | Result | +|----------------------------------------------------------------|------------------------------------------------| +| `deferredExample.trace` with data stream `deferredExample.raw` | `deferredExample.raw.DeferredPluginName.trace` | + +.. warning:: The search query should be written in HQL, as that is how Hansken will interpret it. However, the test + framework interprets the query using its HQL-lite interpreter. Therefore, not all queries will be supported. + +.. _traceformat: + +### Trace format + +Input and result traces both stored in a JSON structure. There is however a slight difference between the two: The +result trace may store additional values that are purely there for testing purposes. The input format will first be +discussed, followed by the result format. + +#### Input trace JSON format + +Input traces start with a `trace` key, which contains a mapping of properties. The property names are split in a +dictionary structure. The example below shows a serialized trace with six properties: `data.raw.mimeClass` and the five +data types that are currently supported by the test-framework. + +The `data` key defines the :ref:`data-streams ` of the trace. When adding a data-stream make sure you also +add the corresponding input data file, as described :ref:`above`. + +```json +{ + "trace": { + "data": { + "raw": { + "mimeClass": "text" + } + }, + "supported data types": { + "Boolean": true, + "Integer": 1, + "Double": 0.1, + "String": "a string", + "StringList": [ + "a", + "b", + "c", + "d" + ] + } + } +} +``` + +.. warning:: The extraction plugin SDK and the test framework have no knowledge of the + :ref:`trace model `. This means that when properties are used that don't + comply with the trace model, this will not cause the test to fail, but it will fail when running your plugin in Hansken. + +#### Result trace JSON format + +The result traces have the same format as the input traces, namely a `trace` key which contains the full input trace +with all its properties. However, the result traces may have two additional keys `children` and `data` (which are +explained in-depth below). These are added for testing purposes. If the plugin adds :ref:`child traces ` +or writes [data transformations](data_transformations.md) to Hansken, this would normally not reflect on the JSON of the +trace. However, the test framework adds these to the result JSON structure to be able to test them. + +Consequently, result traces are stored in a JSON structure that may consist of up to three parts, namely the always +present `trace` and the occasional `children` and `data`: + +* `trace`: The key `trace` contains a mapping of its properties, in exactly the same way as is done for input traces. +* `children`: :ref:`Child traces ` that have been created by the plugin during the test are stored under a + reserved field `children`, which is a list of traces. The example trace below contains a child trace with a property + `name`. +* `data`: [Data transformations](data_transformations.md) that have been created by the plugin during the test are + stored under a reserved field `data`. For each data-stream type there is a `descriptor` field describing the data + transformation in a JSON format. The example trace has a ranged data transformation for the raw data-stream. Note that + this `data` is entirely different from the `data` key that may be present _inside_ the `trace`! + +```json +{ + "trace": { + "data": { + "raw": { + "mimeClass": "text" + } + }, + "supported data types": { + "Boolean": true, + "Integer": 1, + "Double": 0.1, + "String": "a string", + "List": [ + "a", + "b", + "c", + "d" + ] + } + }, + "children": [ + { + "trace": { + "name": "child trace 1" + } + } + ], + "data": { + "raw": { + "descriptor": "[{\"ranges\":[{\"length\":79,\"offset\":0}]}]" + } + } +} +``` + +### Testing exceptions + +Some scenarios may throw exceptions and this can be part of your tests too. For example, an input file that has the +wrong format can be part of your integration tests. When an exception occurs during the test, it will be written to the +result file. This can be deliberately used to test exceptions. However, it is often impractical to match against a full +exception. For example, the row numbers in the exception are very much prone to change due to circumstances irrelevant +to the case being tested. Therefore, the testframework provides some options to match only on those parts of result +files that are relevant to the test. + +The following sections will explain these partial result matchers using the following example exception: + +```json +{ + "class": "org.hansken.plugin.extraction.runtime.grpc.client.ExtractionPluginException", + "message": "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Mauris faucibus varius sodales." +} +``` + +#### Leaving out the message + +It is possible to leave of the message of the exception, which will still result in a valid result: + +```json +{ + "class": "org.hansken.plugin.extraction.runtime.grpc.client.ExtractionPluginException" +} +``` + +#### The `startsWith` partial result matcher + +The `startsWith` partial result matcher requires a string as a parameter. The result will be valid if the actual result +starts with this string. + +```json +{ + "class": "org.hansken.plugin.extraction.runtime.grpc.client.ExtractionPluginException", + "message.startsWith": "Lorem ipsum dolor sit amet, " +} +``` + +#### The `containsInOrder` partial result matcher + +The `containsInOrder` partial result matcher requires a list of strings as a parameter. The result will be valid if +every string in the list can be found in that same order in the actual result. + +```json +{ + "class": "org.hansken.plugin.extraction.runtime.grpc.client.ExtractionPluginException", + "message.containsInOrder": [ + "Lorem ipsum dolor sit amet,", + "consectetur adipiscing elit.", + "Mauris faucibus varius sodales." + ] +} +``` + +.. _howtotestyourplugin: + +## How to test your plugin + +Running an integration test for an extraction plugin depends on the language in which the extraction plugin is built. + +### Java + +The Test Framework itself is built in Java. When building extraction plugins with Java, it can be incorporated in your +unit tests, as shown in [Using the Test Framework in Java](../java/testing.md). + +### Python + +The Python SDK also uses the Java based Test Framework. This is done by providing a wrapper to make calls to an included +Test Framework 'jar' file. See [Advanced use of the Test Framework in Python](../python/testing.md) for documentation +and examples on how to use FLITS for testing your Python plugin. diff --git a/0.6.1/_sources/dev/concepts/traces.md.txt b/0.6.1/_sources/dev/concepts/traces.md.txt new file mode 100644 index 0000000..d701797 --- /dev/null +++ b/0.6.1/_sources/dev/concepts/traces.md.txt @@ -0,0 +1,212 @@ +# Traces & Trace model + +.. _traces: + +## Traces + +Traces are structured data objects produced by tools/plugins during an extraction. A trace represents a piece of +information found in an evidence file. + +The following figure shows the main elements of a trace. Each element is described in more detail in the following +paragraphs. + +![trace.svg](trace.svg) + +.. The following diagram is used to produce the trace.png file + + @startuml + hide empty methods + + Interface Trace << (T,#FF7700 >> { + {static} String id + {static} String name + {static} String[] path + .. + Map properties + .. + List + List children + } + + Interface DataStream << (D,orchid>> { + {static} String type + {static} String length + {static} byte[] data + .. + String fileType + Properties properties + } + + Trace *-- Trace : a trace could have child traces + Trace *-- DataStream : a trace could have data streams + + @enduml + +### Types and Properties + +A trace has properties that describe the information of it by means of a property value. Trace properties are grouped by +a trace type. A trace can have multiple types. + +All types and properties that can be set are defined in the :ref:`Hansken trace model`. + +An example of a type is `document`, which could have the properties `application` and `createdOn`. The trace will have a +type `document`, and can the following properties with values: + + document.application: Libre Office + document.createdOn: 2021-09-18 20:00:00 + +### Intrinsic properties + +A trace has several *intrinsic* properties. These are properties that are not related to a trace type. The intrinsic +properties available to extraction plugins are: + +* `id`: a unique identifier of the trace, generated when a trace is created +* `name`: a name given to a trace when it is created +* `path`: a logical path of the trace, of which the elements are the names of traces from the root trace until this + trace + +.. _datastreams: + +### Data streams + +Typically, a trace represents a piece of data found in an evidence file. This data is part of the trace and available as +a data stream. A trace can have multiple data streams. Each data stream has a type. Data streams can also have +properties that apply to the data stream itself. The data stream properties are modeled as properties of the trace, in +the following pattern: +`data..propertyname` (where `` is substituted by the actual type of the data stream). + +The set of data stream types and data stream properties is fixed. All allowed types and properties are defined in the +:ref:`Hansken trace model` (see `data`). + +An important data stream property is the `fileType` property. This property contains a textual description of the +*detected* file type for the data stream. An example of a `fileType` is 'Adobe Pdf'. The `fileType` is a good candidate +to use in a extraction plugin 'matcher'. This `fileType` is detected by Hansken using file type heuristics, which are +primarily based on the data stream bytes itself, and secondarily on other metadata such as a file extension. +(N.b. The `fileType` is detected in Hansken by the extraction tool `Firefli`.) + +Note that not all traces have data streams. In these cases it is a trace of meta-data derived from another trace. + +Usually, each trace with data has a data stream of type `raw`. This data stream contains the bytes of the traces as they +were found when the trace was created. In some occasions, the `raw` data can be represented in a different form before it +can be processed further, for example if the data can be decoded or decrypted. Hansken tools and plugins can decode +the `raw` data stream to a standard UTF-8 data stream, or can decrypt the data if a decryption key is present. Hansken +tools and extraction plugins can store the new data at the new trace in a new data stream. This new data stream has a +different type than the `raw` type. + +Examples in code can be found here: + +* Adding a Datastream :ref:`Java ` +* Adding a Datastream :ref:`Java ` + +.. TODO: Add a link to matcher in the paragraph above + +.. _child traces: + +### Child traces + +A trace can have child traces. For example, a trace of type `archive` can have children, where each child is a trace +that represents an entry in the archive. + +With an extraction plugin it is possible to create child traces for a trace that is being processed. New properties, +data streams, and other child traces can be set on the new child traces. When a child trace is created, the plugin +should provide a `name` for the child trace. The `id` of the child trace is generated, in the following +form: `parenttraceid-childnumber`. For example, if the parent has an id `0-0-0-0-0:0-9`, the first child gets the +id `0-0-0-0-0:0-9-1`, the second child gets the id `0-0-0-0-0:0-9-2`, and so on. + +Note that a trace does not have (direct) access to its parent trace. + +### Trace property types + +The SDK supports the following property types for traces: + +| | Java | Python | +|-------------|-----------------------|-----------------------| +| binary | `byte[]` | `bytes` / `bytearray` | +| boolean | `boolean` | `bool` | +| integer | `int` / `long` | `int` | +| real | `float` / `double` | `float` | +| string | `String` | `str` | +| date & time | `Date` | `datetime` | +| list | `List` | `list` / `tuple` | +| mapping | `Map` | `dict` | +| location | `LatLong` | `GeographicLocation` | +| vector | `Vector` | `Vector` | +| tracelet | *see Tracelets below* | *see Tracelets below* | + +Both location and vector types are available from the SDK, Java package `org.hansken.plugin.extraction.api` or Python module `hansken.util`. + +.. _vector: + +#### Vector + +A vector is a data type that can be used to store points in n-dimensional space as an array of floating point values. +Once indexed, the vectors can then be used in a gui or other client to search for traces that have a nearby vectors. +For example, it is possible to use a neural network that provides embeddings of human faces as vectors. Once indexed, +the vectors can then be used to find pictures with similar faces. To do this, the search rest api can be used to +sort by the euclidean- or manhattan distance, or cosine similarity to a given vector. + +.. _tracelets: + +#### Tracelets + +A Tracelet is a bundle of property values that belong to a single type. It is a property on a trace that can have +multiple properties itself, making it a list of key/value pairs. The API doesn't specify the cardinality, but the +implementation is limited to cardinality 'Few'. In Hansken these are called FVT's (Few Valued Types). + +.. note:: MVT's (Many Valued Types) are currently not supported in the SDK and will be added in a future release. + +An example of a tracelet is the `prediction` property, which describes a category or class a trace belongs to. It is +possible for a trace to have multiple predictions. Therefore `prediction` is a tracelet. Other examples of +tracelets are `identity` and `collection`. + +Examples in code can be found here: + +* Adding tracelets in :ref:`Java ` +* Adding tracelets in :ref:`Python ` + +.. _Hansken trace model: + +## Hansken trace model + +All traces in Hansken are based on a specific version of the trace model, and must comply to that version of the trace +model. This is a nested data structure composed of origins, categories, types and properties. + +All non-inrinsic trace properties are optional and are grouped by **type**. These types are defined under the trace +model section 'categories'. Every **category** has a list of allowed types. When a trace is identified as being a +document, it will get this set of predefined document properties. Trace types can have different **origins**. The +possible origins are defined in the trace model section 'origins'. An example of this is the processed types that are +always generated by the system during an extraction. + +The details of the current trace model can be retrieved using the `/tracemodel` +REST call on the Gatekeeper endpoint of Hansken, or check the Hansken Documentation on the trace model. + +.. TODO: nice screenshot on how to find the trace model in Hansken? + +.. _Trace model and the extraction plugin SDK: + +### Trace model and the extraction plugin SDK + +.. warning:: The extraction plugin SDK has no knowledge of the trace model + +The Extraction Plugins SDK has no knowledge of the trace model at this time. It is however possible to create new traces +with plugins. If any newly created Traces don't comply to the model, Hansken will not accept them and mark the plugin +execution as failed. The Extraction Plugins SDK and the provided [Test Framework](test_framework.md) don't check this. +Please make sure to use the right naming when creating new Traces, as provided by the trace model. + +If an erroneous trace property is set, Hansken will show an error. The error can be found in the Hansken Expert UI +interface by double-clicking on the trace. Then the trace details screen will be opened and the error will be displayed +as follows: + +.. image:: toolrun_error.png + +This error describes that a property does not exist in the trace model. To get more information about the error, the +extraction log can be viewed. In the extraction log you have to search +for `java.lang.IllegalArgumentException: no such type` to find out which property is not supported by the trace model. + +In the example extraction log below, the property `this_property_does_not_exist` could not be found 681 times. + + Cumulative warnings, based on the message without numbers, uuids and trace objects. Only showing full message for first warning of this type. + Count | Key | Message + 681 | org.hansken.ep.shade.io.grpc.StatusRuntimeException | CANCELLED: Cancelled by client with StreamObserver.onError(); org.hansken.ep.shade.io.grpc.StatusRuntimeException: ABORTED: java.lang.IllegalArgumentException: no such type: this_property_does_not_exist + 7 | java.lang.IllegalStateException | call was cancelled + 1 | org.hansken.ep.shade.io.grpc.StatusRuntimeException | UNAVAILABLE: HTTP/2 error code: NO_ERROR Received Rst Stream diff --git a/0.6.1/_sources/dev/examples.md.txt b/0.6.1/_sources/dev/examples.md.txt new file mode 100644 index 0000000..5c4206c --- /dev/null +++ b/0.6.1/_sources/dev/examples.md.txt @@ -0,0 +1,7 @@ +# Examples + +Extraction Plugin Examples in both Java and Python can be found in the +[Hansken Extraction Plugin Examples Repository](https://git.eminjenv.nl/hanskaton/hansken-extraction-plugin-sdk/examples) +on the Hansken developer community. + +If you don't have access to the Hansken developer community, please see ":ref:`communityaccess`" the in the [FAQ](faq.md). diff --git a/0.6.1/_sources/dev/faq.md.txt b/0.6.1/_sources/dev/faq.md.txt new file mode 100644 index 0000000..ee5a5f1 --- /dev/null +++ b/0.6.1/_sources/dev/faq.md.txt @@ -0,0 +1,64 @@ +# Frequently Asked Questions + +.. _communityaccess: + +## How can I access Hansken developer community + +You will first need git access to the Hansken developer community. Here you can find started guides and examples. If you +have no access yet, you can get access by following the next steps: + +1. Sign up at [git.eminjenv.nl](https://git.eminjenv.nl/) +2. After you have created your account, you should request access to the " + Hansken Community" group . Do this by contacting your organisations Hansken business owner. If you don't know who to + contact as your business owner, please read the :doc:`../contact` page. + +## Why use Extraction Plugins? + +Extraction plugins enable you to run your own extraction code in Hansken. + +* Your plugin runs during extraction +* Extraction plugins are faster than Hansken.py +* Multiple programming languages are supported +* Scalability: Extraction plugins can be scaled flexibly on a kubernetes cluster + +## What programming languages are supported? + +The SDK contains an API and tools to write a Hansken extraction plugin in Java or Python. The Java API can be used to +develop extraction plugins in JVM-compatible languages, such as Scala and Kotlin. + +## Will you support language *foobar*? + +Probably not. It takes time and effort to create a proper SDK. If you think there is a good use case to support +language *foobar*, and there is gRPC support, feel free to contact us. We can discuss the options to add support for +Hansken extraction plugins with *foobar*. + +Under the hood, extraction plugins use gRPC to communicate with Hansken. In theory, all programming languages that have +a gRPC implementation can be used to write Hansken extraction plugins. + +## Can I reuse or modify the Extraction Plugins SDK? + +The SDK is distributed under the Apache 2.0 License, see the LICENSE file in the SDK for more details. + +## Can I use a plugin that someone else wrote? + +Yes, at your own risk. The Hansken Team does not take responsibility for code written by third parties in the form of +Extraction Plugins. + +## What are the legal implications of creating your own Extraction Plugin(s)? + +All Extraction Plugins not written by the Hansken Team are considered **third party** Extraction Plugins. Please refer +to [Can I use a plugin that someone else wrote?](faq.md#can-i-use-a-plugin-that-someone-else-wrote?) + +## How safe are Extraction Plugins? + +We are doing everything to make sure Extraction Plugins are as safe as possible, however note that the Extraction Plugin +SDK is still in beta. Use it at your own risk. For more information on security see [Isolation](concepts/isolation.md). + +## Can my Extraction Plugin be embedded into Hansken for performance reasons? + +Embedding an Extraction Plugin into Hansken requires access to the Hansken source code. If you have access to the source +code then please `../contact` us for assistance. Please note that embedded Extraction Plugins are **not officially +supported**. + +If you do not have access to the Hansken source code, then please contact your own Business Owner, and ask them to +contact the Hansken Team. diff --git a/0.6.1/_sources/dev/introduction.md.txt b/0.6.1/_sources/dev/introduction.md.txt new file mode 100644 index 0000000..7f99bec --- /dev/null +++ b/0.6.1/_sources/dev/introduction.md.txt @@ -0,0 +1,50 @@ +# Introduction + +The Extraction Plugin Software Development Kit can be used to develop a [Hansken](https://www.hansken.nl/an-introduction-to-hansken) +extraction plugin. + +Hansken is designed to give access to and insight in digital data and traces originating from seized and demanded +digital material. One aspect of the Hansken platform is the extraction engine (extraction framework). The extraction +engine contains digital forensics knowledge, which is used to find traces in digital material. With extraction plugins +case investigators can add new digital forensics knowledge to the extraction framework. In this way, Hansken is enabled +to understand new digital formats, and thus is able to find new types of traces in the seized and demanded material. + +Examples of digital forensics knowledge that can be added to Hansken with extraction plugins: + +* new file formats (e.g. a new crypto currency wallet) +* combine traces to find new information (e.g. use a windows registry entry required to read a file from disk) +* apply algorithms on traces (e.g. speech to text from audio files) + +The primary goals of this SDK are: + +* to make it as easy as possible to add new digital forensics knowledge to Hansken. +* be able to share digital forensics knowledge with other Hansken community members + +## Software Development Kit (SDK) + +In order to create extraction plugins, the Hansken project maintains an Extraction Plugin Software Development Kit +(SDK). + +This SDK contains the following elements: + +* [Java API and tooling](java), to be able to write an extraction plugin with the [Java](https://www.java.com/) + programming language +* [Python API and tooling](python), to be able to write an extraction plugin with [Python](https://www.python.org/) + programming language +* [Test framework](concepts/test_framework.md), to be able to test extraction plugins before they are used production +* Documentation for plugin developers to help understand the SDK and all its facets (this documentation) +* :doc:`examples` + +## Development steps of a plugin + +To create a plugin, the plugin developer could follow the following steps. Detailed information per step will be added +later to the documentation. + +1. Create a new empty plugin +2. Implement the plugin logic +3. Verify the plugin using the [test framework](concepts/test_framework.md), using reference data (test data) and + expected output +4. Test the plugin in Hansken +5. Use the plugin in an actual case +6. Share the plugin with the Hansken community, so other case investigations can benefit from the plugin as well ( + optional, but encouraged) diff --git a/0.6.1/_sources/dev/java.rst.txt b/0.6.1/_sources/dev/java.rst.txt new file mode 100644 index 0000000..c6f37e9 --- /dev/null +++ b/0.6.1/_sources/dev/java.rst.txt @@ -0,0 +1,14 @@ +Java +==== + +.. toctree:: + :maxdepth: 1 + :caption: Contents: + + java/api_changelog + java/prerequisites + java/packaging + java/snippets + java/testing + java/debugging + java/javadoc diff --git a/0.6.1/_sources/dev/java/api_changelog.md.txt b/0.6.1/_sources/dev/java/api_changelog.md.txt new file mode 100644 index 0000000..bc2fb66 --- /dev/null +++ b/0.6.1/_sources/dev/java/api_changelog.md.txt @@ -0,0 +1,202 @@ +# Java API Changelog + +This document summarizes all important API changes in the Extraction Plugin API. This document only shows changes that +are important to plugin developers. For a full list of changes per version, please refer to the general +:ref:`changelog `. + +.. If present, remove `..` before `## |version|` if you create a new entry after a previous release. + +## |version| + +* The JAVA SDK is now distributed through maven central instead of the Hansken community. + +## 0.6.0 + +.. warning:: It is highly recommended to upgrade your plugin to this new version. + See the migration steps below. + +* Extraction plugin container images are now labeled with PluginInfo. This + allows Hansken to efficiently load extraction plugins. + +* By default, extraction plugin version is managed in the plugin's `pom.xml`. + The `.pluginVersion(..)` can be removed from the PluginInfo builder. + +* **Migration steps from earlier versions** -- for plugins that use the Java + extraction plugin SuperPOM: + + 1. Update the SDK version in your `pom.xml` + 2. If you come from a version prior to `0.4.0`, or if you use a plugin name + instead of a plugin id in your `pluginInfo()`, switch to the plugin id style + (read instructions for version `0.4.0`) + 3. Set your plugin version in your project's `pom.xml`, and remove the + following from your `PluginInfo.Builder`: + + ```java + .pluginVersion(...) + ``` + + 4. Update your build scripts to build your plugin (Docker) container image. + You should build your plugin container image with the following command: + + ```bash + mvn package docker:build` + ``` + + This will generate a plugin image: + + * The extraction plugin is added to your local image registry + (`docker images`), + * The image name is `extraction-plugin/PLUGINID`, e.g. + `extraction-plugin/nfi.nl/extract/chat/whatsapp`, + * The image is tagged with two tags: `latest`, and your plugin version. + + Nb. If Docker is not available in your environment, `podman` can be used + as an alternative. See :ref:`packaging ` for more + details. + +## 0.5.0 + +* Add new tracelet api `Trace.addTracelet(type, consumer)`. + It can be used like this: + + ```java + trace.addTracelet("prediction", tracelet -> tracelet + .set("type", "classification") + .set("label", "label") + .set("confidence", 0.8f) + .set("embedding", Vector.of(1,2,3)) + .set("modelName", "yolo") + .set("modelVersion", "2.0")); + ``` + +* Deprecate Trace.addTracelet(Trace) +* Support vector data type in trace properties. + +## 0.4.13 + +* When writing input search traces for tests, it is no longer required to explicitly set an `id` property. + These are automatically generated when executing tests. + +## 0.4.7 + +* A new convenience method `id(String, String, String)` is added to the PluginInfo builder. This removes some + boilerplate code when setting the pluginId. More details on the plugin naming conventions can be found at the + :doc:`../concepts/plugin_naming_convention` section. + + ```java + PluginInfo.builderFor(this) + .id("nfi.nl", "extract", "TestPlugin") // new style + .id(new PluginId("nfi.nl", "extract", "TestPlugin")) // old style, but also works + ... + ``` + +## 0.4.6 + +* It is now possible to specify maximum system resources in the `PluginInfo`. To run a plugin with 0.5 cpu (= 0.5 + vCPU/Core/hyperthread) and 1 gb memory, for example, the following configuration can be added to `PluginInfo`: + + ```java + PluginInfo.builderFor(this) + ... + .pluginResources(PluginResources.builder() + .maximumCpu(0.5f) + .maximumMemory(1000) + .build()) + .build(); + ``` + +## 0.4.0 + +* Extraction Plugins are now identified with a `PluginInfo.PluginId` containing a domain, category and name. The + method `PluginInfo.name(pluginName)` has been replaced by `PluginInfo.id(new PluginId(domain, category, name)`. More + details on the plugin naming conventions can be found at the :doc:`../concepts/plugin_naming_convention` section. + +* `PluginInfo.name()` is now deprecated (but will still work for backwards compatibility). + +* A new license field `PluginInfo.license` has also been added in this release. + +* The following example creates a PluginInfo for a plugin with the name `TestPlugin`, licensed under + the `Apache License 2.0` license: + + ```java + PluginInfo.builderFor(this) + .id(new PluginId("nfi.nl", "extract", "TestPlugin")) // id.domain: nfi.nl, id.category: extract, id.name: TestPlugin + // .name("TestPlugin") // no longer supported + .pluginVersion("0.4.1") + .author(Author.builder()...build()) + .description("A plugin for testing.") + .maturityLevel(MaturityLevel.PROOF_OF_CONCEPT) + .hqlMatcher("*") + .webpageUrl("https://www.hansken.org") + .license("Apache License 2.0") + .build(); + ``` + +## 0.3.0 + +* Extraction Plugins can now create new datastreams on a Trace through data transformations. Data transformations + describe how data can be obtained from a source. + + An example case is an extraction plugin that processes an archive file. The plugin creates a child trace per entry in + the archive file. Each child trace will have a datastream that is a transformation that marks the start and length of + the entry in the original archive data. By just describing the data instead of specifying the actual data, a lot of + space is saved. + + Although Hansken supports various transformations, the Extraction Plugins SDK for now only supports ranged data + transformations. Ranged data transformations define data as a list of ranges, each range with an offset and length in + a bytearray. + + The following example sets a new datastream with dataType `html` on a trace, by setting a ranged data transformation: + + ```java + trace.setData("html", RangedDataTransformation.builder().addRange(offset, length).build()); + ``` + + The following example creates a child trace and sets a new datastream with dataType `raw` on it, by setting a ranged + data transformation with two ranges: + + ```java + trace.newChild(format("lineNumber %d", lineNumber), child -> { + child.setData("raw", RangedDataTransformation.builder() + .addRange(10, 20) + .addRange(50, 30) + .build()); + }); + ``` + + More detailed documentation will follow in an upcoming SDK release. + +## 0.2.0 + +.. warning:: This is an API breaking change. Plugins created with an earlier version of the extraction plugin SDK are + not compatible with Hansken that uses `0.2.0` or later. + +* Introduced a new extraction plugin type `DeferredExtractioPlugin`. Deferred Extraction plugins can be run at a + different extraction stage. This type of plugin also allows accessing other traces using the searcher. + +* The class `ExtractionContext` has been renamed to `DataContext`. The new name `DataContext` represents the class + contents better. Plugins have to update matching import statements and the type in `ExtractionPlugin.process()` + implementation in the same way. This change has no functional side effects. + + Old: + + ```java + import org.hansken.plugin.extraction.api.ExtractionContext; + + @Override + + public void process(final Trace trace, final ExtractionContext context) throws IOException { + + } + ``` + + New: + + ```java + import org.hansken.plugin.extraction.api.DataContext; + + @Override + public void process(final Trace trace, final DataContext dataContext) throws IOException { + + } + ``` diff --git a/0.6.1/_sources/dev/java/debugging.md.txt b/0.6.1/_sources/dev/java/debugging.md.txt new file mode 100644 index 0000000..2674eb4 --- /dev/null +++ b/0.6.1/_sources/dev/java/debugging.md.txt @@ -0,0 +1,134 @@ +# How to debug an Extraction Plugin + +Debugging is the art of removing bugs — hopefully quickly. + +## Locally + +To debug a plugin locally, it is recommended to start the plugin via the IDE by running the integration test. This has +the advantage that breakpoints can easily be put in the code instead of printing log statements, for example. + +### Logging + +The logging of the extraction plugin is displayed in the console. + +## Locally with Docker + +Debugging an extraction plugin via docker is a bit trickier. Java has the advantage that remote debugging is already +baked in. + +Using Java Remote Debug with Docker containers requires 3 distinct steps: + +1. Build a Docker image +2. Run the Docker image with specific Java tool options +3. Setting breakpoints in your code + +### Build a Docker image + +If the Docker image is not built, run the following command to build the Docker image: + +```bash +mvn package docker:build +``` + +### Run the Docker image with specific Java tool options + +In Java, the remote debug functionality is not enabled by default. To enable the remote debug functionality, the +following environments variable must be set in the Docker container: + +```bash +JAVA_TOOL_OPTIONS="-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005" + ``` + +This environment variable allows the debugger to connect to the debuggee (application being debugged). To start the +Docker image with the `JAVA_TOOL_OPTIONS` environment variable, the following command can be used: + +```bash +docker run -p 5005:5005 -e JAVA_TOOL_OPTIONS="-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005" your_extraction_plugin_name +``` + +The next step is to attach the debugger to the debuggee. +For Intellij, the instructions are clearly described on the following +page: [Tutorial: Remote debug](https://www.jetbrains.com/help/idea/tutorial-remote-debug.html#49be7f04) + +### Setting breakpoints in the code + +The last step is to add breakpoints in the code. + +### Logging in Docker + +The logging of the extraction plugin is displayed in the console after running the `docker run` command. In addition, +the logging is also displayed in the IntelliJ console while debugging. + +## Kubernetes + +In kubernetes it is currently _not_ possible to debug via Java Remote Debug because: + +* no debug ports are published; +* the container was not started with the environment variable `JAVA_TOOL_OPTIONS` so debugging is not enabled. + +### Logging in Kubernetes + +If there is authorization to the kubernetes cluster, the logging can be viewed with the following command: + +```bash +kubectl logs -f hansken-extraction-plugins/your_extraction_plugin_pod +``` + +## Debug HQL + +An HQL query can be debugged by overriding the `isVerboseLoggingEnabled()` method of the `ExtractionPluginFlits` class. +The example below shows an example of an embedded FLITS test with verbose logging enabled. + +```java +public class TestPluginFlitsIT extends EmbeddedExtractionPluginFlits { + + @Override + public Path testPath() { + return srcPath("integration/inputs/plugin"); + } + + @Override + public Path resultPath() { + return srcPath("integration/results/embedded/plugin"); + } + + @Override + protected ExtractionPlugin pluginToTest() { + return new TestPlugin(); + } + + @Override + public boolean regenerate() { + return true; + } + + @Override + protected boolean isVerboseLoggingEnabled() { + return true; + } +} +``` + +The following output will then be displayed in the console: + +```text +HQL match found for: +$data.type=jpg +With trace: +dataType=jpg +types={file, data} +properties={data.raw.mimeType=image/jpg, path=/test-input-trace, file.name=image.jpg, name=test-input-trace, id=0} +``` + +If the HQL query contains an error, it will be shown in the generated test results. An example of an invalid query +is ``$data.mimeType=image/jpg`` (slash not escaped). This query will produce an error like the one shown below. + +```json +{ + "class": "org.hansken.plugin.extraction.hql_lite.lang.ParseException", + "message": "HqlLiteHumanQueryParser: line 1:20 token recognition error at: '/jpg'" +} +``` + +.. note:: The error is only shown in the generated trace, so to find out the `ParseException` override + the `regenerate()` method from `Flits` and then let this method return `true`. diff --git a/0.6.1/_sources/dev/java/javadoc.md.txt b/0.6.1/_sources/dev/java/javadoc.md.txt new file mode 100644 index 0000000..fdca19d --- /dev/null +++ b/0.6.1/_sources/dev/java/javadoc.md.txt @@ -0,0 +1,3 @@ +# Javadoc + +Visit the `Javadoc of the Extraction Plugins SDK API <../../_static/javadoc/index.html>`_. diff --git a/0.6.1/_sources/dev/java/packaging.md.txt b/0.6.1/_sources/dev/java/packaging.md.txt new file mode 100644 index 0000000..0a51a06 --- /dev/null +++ b/0.6.1/_sources/dev/java/packaging.md.txt @@ -0,0 +1,42 @@ +# Packaging + +Extraction plugins are packaged as OCI images (also known as Docker images). +The OCI images are labeled with the PluginInfo. +To automate packaging of a Java plugin and labeling the OCI image, the Extraction Plugin SuperPom has been configured to automate this for you. + +If your project uses the Extraction Plugin SuperPom (see [Prerequisites](prerequisites.md)), Packaging an extraction plugin is handled by Maven. +To package your plugin into a container image, the following command can be used: + +```bash +mvn package docker:build +``` + +This will generate a plugin image: + +* The extraction plugin is added to your local image registry +(`docker images`), +* The image name is `extraction-plugin/PLUGINID`, e.g. +`extraction-plugin/nfi.nl/extract/chat/whatsapp`, +* The image is labeled with two tags: `latest`, and your plugin version. + +It is possible to apply extra arguments to the docker command [as described here](http://dmp.fabric8.io/#docker:build). +For example, to specify a proxy, use the following command: + +```bash +mvn package docker:build -Ddocker.buildArg.https_proxy=https://proxy:8001 +``` + +Once your plugin is packaged, it can be published or 'uploaded' to Hansken. +See ":ref:`upload_plugin`" for instructions. + +.. _java_superpom_podman: + +Note: if your build environment does not have Docker available, you can use +[podman](https://podman.io/) as an alternative. Install podman on your machine +or build agent, and run the following commands _before_ invoking the +`mvn package docker:build` command: + +```bash +podman system service --time=0 unix:/run/user/$(id -u)/podman/podman.sock & +export DOCKER_HOST="unix:/run/user/$(id -u)/podman/podman.sock" +``` diff --git a/0.6.1/_sources/dev/java/prerequisites.md.txt b/0.6.1/_sources/dev/java/prerequisites.md.txt new file mode 100644 index 0000000..60e8136 --- /dev/null +++ b/0.6.1/_sources/dev/java/prerequisites.md.txt @@ -0,0 +1,41 @@ +# Prerequisites + +Required software: + +* Java 11 or higher +* Docker for [packaging](packaging.md) and publishing plugins + (or use a Docker alternative such as `podman`) +* Maven (recommended, build automation tool) + +Required dependencies: +* All required project dependencies to build extraction plugins are published on the public Maven Central, under `org.hansken.plugin.extraction:plugin-super-pom`. + For maven based extraction plugins, the following `pom.xml` snippet can be used as basis of a plugin: + ```xml + + + 4.0.0 + + + org.hansken.plugin.extraction + plugin-super-pom + SET_THE_SDK_VERSION_HERE + + + CHOOSE_YOUR_ARTIFACTID_HERE + SET_THE_PLUGIN_VERSION_HERE + + + + The Apache Software License, Version 2.0 + http://www.apache.org/licenses/LICENSE-2.0.txt + repo + + + + + SET_THE_PLUGIN_MAIN_CLASS_HERE + + + ``` diff --git a/0.6.1/_sources/dev/java/snippets.md.txt b/0.6.1/_sources/dev/java/snippets.md.txt new file mode 100644 index 0000000..a0c9a69 --- /dev/null +++ b/0.6.1/_sources/dev/java/snippets.md.txt @@ -0,0 +1,224 @@ +# Java code snippets + +This page contains Java code snippets for common patterns that will be used when writing a plugin. + +## RandomAccessData as InputStream + +In Java, `InputStream` is a common type to pass data to another class or method. The SDK provides a simple utility to +use a `RandomAccessData` as `InputStream`. + +Add the following import to your code: + +```java +import org.hansken.plugin.extraction.core.data.RandomAccessDatas; +``` + +Next we can create an `InputStream` from the `RandomAccessData` as shown in the following snippet. Note that the +`InputStream` is created using a `try-with-resources`-statement. This ensures that the `InputStream` is correctly closed +when the `InputStream` is no longer required. + +```java +RandomAccessData traceData=...; + try(InputStream asInputStream=RandomAccessDatas.asInputStream(traceData)){ + // use the InputStream here + } +``` + +Notes: + +* the created `InputStream` is *not* thread-safe, +* the created `InputStream` changes state in the provided `RandomAccessData` + (e.g. when data is read, the position updated in both the `InputStream` *and* + the `RandomAccessData` instances), +* for more details on the implementation of the `InputStream`, refer to the `RandomAccessDataInputStream` JavaDoc. + + +.. _tracelets java: + +## Adding tracelets + +In the following Java example, a "classification" :ref:`tracelet` is added to a trace. The tracelet consists +of a list of four properties, namely "class", "confidence", "modelName" and "modelVersion". + +```java +trace.addTracelet("prediction", tracelet -> tracelet + .set("type", "classification") + .set("class", "telephone") + .set("label", "label") + .set("confidence", 0.8f) + .set("embedding", Vector.of(1,2,3)) + .set("modelName", "yolo") + .set("modelVersion", "2.0")); +``` +or +```java +trace.addTracelet(new Tracelet("prediction", List.of( + new TraceletProperty("prediction.type","classification"), + new TraceletProperty("prediction.class","telephone"), + new TraceletProperty("prediction.label","label"), + new TraceletProperty("prediction.confidence",0.8f))), + new TraceletProperty("prediction.embedding", Vector.of(1,2,3)), + new TraceletProperty("prediction.modelName","yolo"), + new TraceletProperty("prediction.modelVersion","2.0")); +``` + + +.. _datastreams java: + +## Adding data to a trace + +Traces can have data attatched to them. See :ref:`datastreams` for more information. +The following two snippets demonstrate how to add data to a trace. + +It is currently not possible to verify that a specific data stream is already set or not. + +### Data Transformations + +The most efficient way to add data to a trace is using data transformations. +See :doc:`../concepts/data_transformations` for more details. + +The following example sets a new data stream with dataType `html` on a trace, by setting a ranged data transformation: + +```java +trace.setData("html", RangedDataTransformation.builder().addRange(offset, length).build()); +``` + +The following example creates a child trace and sets a new datastream with dataType `raw` on it, by setting a ranged +data transformation with two ranges: + +```java +trace.newChild(format("lineNumber %d", lineNumber), child -> { + child.setData("raw", RangedDataTransformation.builder() + .addRange(10, 20) + .addRange(50, 30) + .build()); +}); +``` + +### Blobs + +It is not always possible to create a transormation for the data that has to be +added to a trace. For example the data is a result of a computation, and not +a direct subset of another data stream.. + +The following examples show how to creates a new data stream of dataType `raw` on a trace. + +In case all data is stored in a `byte[]`, we can add the byte array to the data stream with: + +```java +final byte[] rawBytes = {.....}; +trace.setData("raw", writer -> writer.write(rawBytes)); +``` + +Alternatively, if the data is available in an `InputStream` the data can be added with: + +```java +final InputStream inputStream = ...; +trace.setData("raw", inputStream); +``` + +## Specifying system resources + +In the `PluginInfo` you can specify **maximum** system resource metrics for a plugin. These are used for scaling the +number of pods as described [here](../concepts/kubernetes_autoscaling.md#Autoscaling). To run a plugin with 0.5 cpu (= +0.5 vCPU/Core/hyperthread) and 1 gb memory, for example, the following configuration can be added to `PluginInfo`: + +```java +PluginInfo.builderFor(this) + ... + .pluginResources(PluginResources.builder() + .maximumCpu(0.5f) + .maximumMemory(1000) + .build()) + .build(); +``` + +.. _java_snippets_deferred: + +## Deferred Extraction Plugins + +Using a deferred plugin requires inheriting the `DeferredExtractionPlugin` base class. This allows access to +a ``TraceSearcher`` object in the process function to search for traces. + +```java +public class ExampleDeferred extends DeferredExtractionPlugin { + public PluginInfo pluginInfo(); + + public void process(final Trace trace, final ExtractionContext context, + final TraceSearcher searcher) { + final SearchResult result = searcher.search("file.extension=asc", 10); + } +} +``` + +The ``search`` method accepts a HQL query and a count, which represents the maximum number of traces to return. It may +be useful to specifically search for traces from the image being extracted. Add ``"image:" + trace.get("image")`` to +your query. The query of the provided example could be extended like this: +`"file.extension = asc AND image:" + trace.get("image")`. + +The traces contained in the ``SearchResult`` are returned as a stream. + +```java +final Stream stream = result.getTraces(); +stream.limit(5); +``` + + +## Logging + +The logging is provided by Log4j 2 with a SLF4J binding. The Log4j 2 SLF4J binding allows applications coded to the +SLF4J API to use Log4j 2 as the implementation. + +### Usage + +Here is an example illustrating how to log something with SLF4J. It begins by getting a logger with the name "LOG". This +logger is in turn used to log the message `I'm logging a variable 1234!`. + +```java +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +public class Example { + private static final Logger LOG = LoggerFactory.getLogger(Example.class); + + public void example() { + final int aNumber = 1234; + // logs to console: I'm logging a variable 1234! + LOG.info("I'm logging a variable {}!", aNumber); + } +} +``` + +### Customize logging + +It's easy to change the logging format with a file called `log4j2.xml`. If desired, this file must be in the `resources` +folder, for example `src/main/resources/log4j2.xml` + +```xml + + + + + + + + + + + + + +``` + +.. warning:: Be careful with logging sensitive information. + +.. note:: More information about customizing the logging can be found `here `_. + +.. note:: The default logger is pre-configured to log `INFO` to `STDOUT` (see the configuration above) + +.. note:: Log4j 2 supports various logging formats, including xml, yaml, json, properties, etc. + Currently, only the xml format is supported. + +.. note:: Contact your Hansken administrator for more information on where to find logs for your Hansken environment. + diff --git a/0.6.1/_sources/dev/java/testing.md.txt b/0.6.1/_sources/dev/java/testing.md.txt new file mode 100644 index 0000000..f53a5e8 --- /dev/null +++ b/0.6.1/_sources/dev/java/testing.md.txt @@ -0,0 +1,156 @@ +# Using the Test Framework in Java + +.. _java testing: + +This section assumes you use the same setup as is used in the +[Extraction Plugin Examples](https://git.eminjenv.nl/hanskaton/hansken-extraction-plugin-sdk/examples). + +## Prerequisites + +Java Plugins can use the `plugin-super-pom` as maven parent, which makes sure the +FLITS [Test Framework](../concepts/test_framework.md) is included in the build. + +```xml + + + org.hansken.plugin.extraction + plugin-super-pom + 0.4.3 + +``` + +## Embedded Testing versus Remote Testing + +There are ways of integration testing a plugin with the Test Framework: + +* **Embedded testing**: Here the plugin is run directly from a JUnit test without using the gRPC layer. +* **Remote testing**: Here the test will start an ExtractionPluginServer that will serve the plugin. All communication + is between server and plugin is done using gRPC. + +See below for an example of each way of testing. +The [Extraction Plugin Examples](https://git.eminjenv.nl/hanskaton/hansken-extraction-plugin-sdk/examples) contains many +more examples. + +### Embedded Testing example + +Embedded tests can be run as a unit test. + +```java +import static nl.minvenj.nfi.flits.util.FlitsUtil.srcPath; + +import java.nio.file.Path; + +import org.hansken.plugin.extraction.api.ExtractionPlugin; +import org.hansken.plugin.extraction.test.EmbeddedExtractionPluginFlits; + +/** + * An integration test for MyPlugin. + */ +class MyPluginIT extends EmbeddedExtractionPluginFlits { + + @Override + protected ExtractionPlugin pluginToTest() { + // MyPlugin is a class implementing the ExtractionPlugin interface, + // with pluginInfo() and process() methods. + return new MyPlugin(); + } + + @Override + public Path testPath() { + // Provide the folder containing input files. For examples, see + // https://git.eminjenv.nl/hanskaton/hansken-extraction-plugin-sdk/examples. + return srcPath("integration/inputs"); + } + + @Override + public Path resultPath() { + // Provide the folder containing result files. For examples, see + // https://git.eminjenv.nl/hanskaton/hansken-extraction-plugin-sdk/examples. + return srcPath("integration/results"); + } + + @Override + public boolean regenerate() { + // Returning false means the test will fail if the result files don't + // match the outcome of the=++ test. Returning true means the test create + // new result files . + return false; + } +} +``` + +### Remote Testing example + +Note that the following example serves the plugin by using `ExtractionServer`. + +```java +import static nl.minvenj.nfi.flits.util.FlitsUtil.srcPath; + +import java.nio.file.Path; + +import org.hansken.plugin.extraction.runtime.grpc.client.ExtractionPluginClient; +import org.hansken.plugin.extraction.runtime.grpc.server.ExtractionPluginServer; +import org.hansken.plugin.extraction.test.plugins.DataTransformationsPlugin; +import org.junit.jupiter.api.AfterAll; +import org.junit.jupiter.api.BeforeAll; + +public class RemoteTransformationPluginFlitsIT extends RemoteExtractionPluginFlits { + + private static ExtractionPluginServer _server; + private static ExtractionPluginClient _client; + + @BeforeAll + public static void init() throws Exception { + final int port = 8999; + + // Serve MyPlugin. + // MyPlugin is a class implementing the ExtractionPlugin interface, with PluginInfo and Process methods. + _server = ExtractionPluginServer.serve(port, MyPlugin::new); + + // Create an ExtractionPluginClient + _client = new ExtractionPluginClient("localhost", _server.getListeningPort()); + } + + @AfterAll + public static void destruct() { + // At the end of the test, make sure the server and client are closed. + if (_server != null) { + _server.close(); + } + if (_client != null) { + _client.close(); + } + } + + @Override + public Path testPath() { + // Provide the folder containing input files. For examples, see https://git.eminjenv.nl/hanskaton/hansken-extraction-plugin-sdk/examples. + return srcPath("integration/inputs"); + } + + @Override + public Path resultPath() { + // Provide the folder containing result files. For examples, see https://git.eminjenv.nl/hanskaton/hansken-extraction-plugin-sdk/examples. + return srcPath("integration/results"); + } + + @Override + protected ExtractionPluginClient pluginToTest() { + // For Remote testing, the test won't talk directly to the plugin, but to the client. + // The client will use gRPC to communicate with the served plugin. + return _client; + } + + @Override + public boolean regenerate() { + // Returning false means the test will fail if the result files don't match the outcome of the test. + // Returning true means the test create new result files. + return false; + } +} +``` + +.. note:: Note that with a `RemoteTransformationPluginFlitsIT` it is possible to start a docker image of a plugin and + run remote tests against it using your own testdata. To do this, simply remove all `_server` code and manually start + your plugin in a docker container. Then run the test against the docker container by setting the correct url and + port, presumably `new ExtractionPluginClient("localhost", 8999)`. diff --git a/0.6.1/_sources/dev/python.rst.txt b/0.6.1/_sources/dev/python.rst.txt new file mode 100644 index 0000000..1bd6d44 --- /dev/null +++ b/0.6.1/_sources/dev/python.rst.txt @@ -0,0 +1,24 @@ +Python +====== + +.. toctree:: + :maxdepth: 1 + :caption: Contents: + + python/api_changelog + python/prerequisites + python/getting_started + python/packaging + python/snippets + python/testing + python/hanskenpy + python/debugging + +API Documentation +----------------- + +.. autosummary:: + :toctree: python/api + :recursive: + + hansken_extraction_plugin.api diff --git a/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.data_context.rst.txt b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.data_context.rst.txt new file mode 100644 index 0000000..e49fcfd --- /dev/null +++ b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.data_context.rst.txt @@ -0,0 +1,29 @@ +hansken\_extraction\_plugin.api.data\_context +============================================= + +.. automodule:: hansken_extraction_plugin.api.data_context + + + + + + + + + + + + .. rubric:: Classes + + .. autosummary:: + + DataContext + + + + + + + + + diff --git a/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.extraction_plugin.rst.txt b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.extraction_plugin.rst.txt new file mode 100644 index 0000000..f6a862b --- /dev/null +++ b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.extraction_plugin.rst.txt @@ -0,0 +1,32 @@ +hansken\_extraction\_plugin.api.extraction\_plugin +================================================== + +.. automodule:: hansken_extraction_plugin.api.extraction_plugin + + + + + + + + + + + + .. rubric:: Classes + + .. autosummary:: + + BaseExtractionPlugin + DeferredExtractionPlugin + ExtractionPlugin + MetaExtractionPlugin + + + + + + + + + diff --git a/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.extraction_trace.rst.txt b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.extraction_trace.rst.txt new file mode 100644 index 0000000..01a389b --- /dev/null +++ b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.extraction_trace.rst.txt @@ -0,0 +1,33 @@ +hansken\_extraction\_plugin.api.extraction\_trace +================================================= + +.. automodule:: hansken_extraction_plugin.api.extraction_trace + + + + + + + + + + + + .. rubric:: Classes + + .. autosummary:: + + ExtractionTrace + ExtractionTraceBuilder + MetaExtractionTrace + SearchTrace + Trace + + + + + + + + + diff --git a/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.plugin_info.rst.txt b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.plugin_info.rst.txt new file mode 100644 index 0000000..784c068 --- /dev/null +++ b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.plugin_info.rst.txt @@ -0,0 +1,33 @@ +hansken\_extraction\_plugin.api.plugin\_info +============================================ + +.. automodule:: hansken_extraction_plugin.api.plugin_info + + + + + + + + + + + + .. rubric:: Classes + + .. autosummary:: + + Author + MaturityLevel + PluginId + PluginInfo + PluginResources + + + + + + + + + diff --git a/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.rst.txt b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.rst.txt new file mode 100644 index 0000000..c5d104f --- /dev/null +++ b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.rst.txt @@ -0,0 +1,38 @@ +hansken\_extraction\_plugin.api +=============================== + +.. automodule:: hansken_extraction_plugin.api + + + + + + + + + + + + + + + + + + + +.. rubric:: Modules + +.. autosummary:: + :toctree: + :recursive: + + hansken_extraction_plugin.api.data_context + hansken_extraction_plugin.api.extraction_plugin + hansken_extraction_plugin.api.extraction_trace + hansken_extraction_plugin.api.plugin_info + hansken_extraction_plugin.api.search_result + hansken_extraction_plugin.api.trace_searcher + hansken_extraction_plugin.api.tracelet + hansken_extraction_plugin.api.transformation + diff --git a/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.search_result.rst.txt b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.search_result.rst.txt new file mode 100644 index 0000000..28a93a8 --- /dev/null +++ b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.search_result.rst.txt @@ -0,0 +1,29 @@ +hansken\_extraction\_plugin.api.search\_result +============================================== + +.. automodule:: hansken_extraction_plugin.api.search_result + + + + + + + + + + + + .. rubric:: Classes + + .. autosummary:: + + SearchResult + + + + + + + + + diff --git a/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.trace_searcher.rst.txt b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.trace_searcher.rst.txt new file mode 100644 index 0000000..dd3e365 --- /dev/null +++ b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.trace_searcher.rst.txt @@ -0,0 +1,29 @@ +hansken\_extraction\_plugin.api.trace\_searcher +=============================================== + +.. automodule:: hansken_extraction_plugin.api.trace_searcher + + + + + + + + + + + + .. rubric:: Classes + + .. autosummary:: + + TraceSearcher + + + + + + + + + diff --git a/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.tracelet.rst.txt b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.tracelet.rst.txt new file mode 100644 index 0000000..c502877 --- /dev/null +++ b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.tracelet.rst.txt @@ -0,0 +1,29 @@ +hansken\_extraction\_plugin.api.tracelet +======================================== + +.. automodule:: hansken_extraction_plugin.api.tracelet + + + + + + + + + + + + .. rubric:: Classes + + .. autosummary:: + + Tracelet + + + + + + + + + diff --git a/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.transformation.rst.txt b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.transformation.rst.txt new file mode 100644 index 0000000..3d80bab --- /dev/null +++ b/0.6.1/_sources/dev/python/api/hansken_extraction_plugin.api.transformation.rst.txt @@ -0,0 +1,31 @@ +hansken\_extraction\_plugin.api.transformation +============================================== + +.. automodule:: hansken_extraction_plugin.api.transformation + + + + + + + + + + + + .. rubric:: Classes + + .. autosummary:: + + Range + RangedTransformation + Transformation + + + + + + + + + diff --git a/0.6.1/_sources/dev/python/api_changelog.md.txt b/0.6.1/_sources/dev/python/api_changelog.md.txt new file mode 100644 index 0000000..293e340 --- /dev/null +++ b/0.6.1/_sources/dev/python/api_changelog.md.txt @@ -0,0 +1,319 @@ +# Python API Changelog + +This document summarizes all important API changes in the Extraction Plugin API. This document only shows changes that +are important to plugin developers. For a full list of changes per version, please refer to the general +:ref:`changelog `. + +.. If present, remove `..` before `## |version|` if you create a new entry after a previous release. + +## |version| + +The docker image build script `build_plugin.py` has been updated to allow for extension of the docker command. +This can be especially handy for specifying a proxy. You should build your plugin container image with the following +command: + +```bash +build_plugin PLUGIN_FILE DOCKER_FILE_DIRECTORY [DOCKER_IMAGE_NAME] [DOCKER_ARGS] +``` + +.. warning:: Note that the `DOCKER_IMAGE_NAME` argument no longer requires a `-n` parameter to be specified. + +For usage read further in [packaging](packaging.md). + +## 0.6.0 + +.. warning:: This is an API breaking change. + Upgrading your plugin to this version will require code changes. + Plugins built with previous versions of the SDK from `0.3.0` will still work with Hansken. + +.. warning:: It is strongly recommended to upgrade your plugins to this new version because it significantly improves + the start-up time of Hansken. See the migration steps below. + +This release contains both build pipeline changes and API changes. +Please read all changes carefully. + +### Build pipeline change + +* Extraction plugin container images are now labeled with PluginInfo. This + allows Hansken to efficiently load extraction plugins. + Migration steps from earlier versions: + + 1. Update the SDK version in your `setup.py` / `requirements.txt` + 2. If you come from a version prior to `0.4.0`, or if you use a plugin name + instead of a plugin id in your `pluginInfo()`, switch to the plugin id style + (read instructions for version `0.4.0`) + 3. Update your build scripts to build your plugin (Docker) container image. + Be sure to [have the Extraction Plugins SDK installed](getting_started.md#Installation). + Then, you should build your plugin container image with the following command: + + ```bash + build_plugin PLUGIN_FILE DOCKER_FILE_DIRECTORY -n [DOCKER_IMAGE_NAME] + ``` + + For example: + ```bash + build_plugin plugin/chatplugin.py . -n extraction-plugins/chatplugin + ``` + + This will generate a plugin image: + + * The extraction plugin is added to your local image registry (`docker images`), + * Note that DOCKER\_IMAGE\_NAME is optional and will default to `extraction-plugin/PLUGINID`, e.g. + `extraction-plugin/nfi.nl/extract/chat/whatsapp`, + * The image is tagged with two tags: `latest`, and your plugin version. + + +### API changes + +* The field `plugin` has been removed from `PluginInfo`. +* The field `pluginId` should now be the first argument of PluginInfo (when using unnamed arguments). + + Old (unnamed arguments): + + ```python + def plugin_info(self): + return PluginInfo(self, '1.0.0', 'description', author, + MaturityLevel.PROOF_OF_CONCEPT, '*, 'https://hansken.org', + PluginId(...), 'Apache License 2.0') + ``` + + New (removed `self`, and moved `PluginId(...)` to first argument position): + + ```python + def plugin_info(self): + return PluginInfo(PluginId(...), '1.0.0', 'description', + author, MaturityLevel.PROOF_OF_CONCEPT, + '*', 'https://hansken.org', 'Apache License 2.0') + ``` + + Old (named arguments): + + ```python + def plugin_info(self): + return PluginInfo(plugin=self, + version='1.0.0', + ...) + ``` + + New (removed `plugin=self`): + + ```python + def plugin_info(self): + return PluginInfo(version='1.0.0', + ...) + ``` + +* Plugin `data_context.data_size` is now a variable instead of a method: + + Old: + + ```python + def process(self, trace: ExtractionTrace, data_context: DataContext): + size = data_context.data_size() + ``` + + New: + + ```python + def process(self, trace: ExtractionTrace, data_context: DataContext): + size = data_context.data_size + ``` + +* Simplify declaring required runtime resources in a plugin's info. + + Extraction plugin resources don't use the builder pattern anymore. + + Old: + + ```python + return PluginInfo( + ..., + resources=PluginResources.builder().maximum_cpu(0.5).maximum_memory(1000).build()) + ) + ``` + + New: + + ```python + # no need for a builder, declare resources by direct instantiation + return PluginInfo( + ..., + resources=PluginResources(maximum_cpu=2.0, maximum_memory=2048) + ) + # or, as before, specify just on resource + return PluginInfo( + ..., + resources=PluginResources(maximum_memory=4096) + ) + ``` + +## 0.5.1 + +* Simplify tracelet properties by making the tracelet type prefix optional. + + ```python + # using a Tracelet object + trace.add_tracelet(Tracelet("prediction", { + "type": "example", + "confidence": 0.8 + })) + # or without a Tracelet object + trace.add_tracelet("identity", {"name": "John Doe", "status": "online"}) + ``` + +* Enabled _manual_ plugin testing, as described on :ref:`advanced use of the test framework in Python`. + +## 0.5.0 + +* Support vector data type in trace properties. + + ```python + embedding = Vector.from_sequence((width, height)) + tracelet = Tracelet("prediction", { + "prediction.type": "example-vector", + "prediction.embedding": embedding + }) + trace.add_tracelet(tracelet) + ``` + +## 0.4.13 + +* When writing input search traces for tests, it is no longer required to explicitly set an `id` property. + These are automatically generated when executing tests. + +## 0.4.7 + +* More `$data` matchers are supported in Hansken.py plugin runner. Before this improvement it was only possible to match + on `$data.type`. Now it is also possible to match for example on `$data.mimeType` and `$data.mimeClass`. The `$data` + matcher should still be at the end of the query as before. + +## 0.4.6 + +* It is now possible to specify maximum system resources in the `PluginInfo`. To run a plugin with 0.5 cpu (= 0.5 + vCPU/Core/hyperthread) and 1 gb memory, for example, the following configuration can be added to `PluginInfo`: + + ```python + plugin_info = PluginInfo(..., + resources=PluginResources.builder().maximum_cpu(0.5).maximum_memory(1000).build()) + ``` + +## 0.4.0 + +* Extraction Plugins are now identified with a `PluginInfo.PluginId` containing a domain, category and name. The + method `PluginInfo.name(pluginName)` has been replaced by `PluginInfo.id(new PluginId(domain, category, name)`. More + details on the plugin naming conventions can be found at the :doc:`../concepts/plugin_naming_convention` section. + +* `PluginInfo.name()` is now deprecated (but will still work for backwards compatibility). + +* A new license field `PluginInfo.license` has also been added in this release. + +* The following example creates a PluginInfo for a plugin with the name `TestPlugin`, licensed under + the `Apache License 2.0` license: + + ```python + class TestPlugin(ExtractionPlugin): + def plugin_info(self) -> PluginInfo: + return PluginInfo(self, + version='1.0.0', + description='A plugin for testing.', + author=Author('The Externals', 'tester@holmes.nl', 'NFI'), + maturity=MaturityLevel.PROOF_OF_CONCEPT, + webpage_url='https://hansken.org', + matcher='file.extension=txt', + id=PluginId(domain='nfi.nl', category='test', name='TestPlugin'), + license='Apache License 2.0' + ) + ``` + +## 0.3.0 + +* Extraction Plugins can now create new datastreams on a Trace through data transformations. Data transformations + describe how data can be obtained from a source. + + An example case is an extraction plugin that processes an archive file. The plugin creates a child trace per entry in + the archive file. Each child trace will have a datastream that is a transformation that marks the start and length of + the entry in the original archive data. By just describing the data instead of specifying the actual data, a lot of + space is saved. + + Although Hansken supports various transformations, the Extraction Plugins SDK for now only supports ranged data + transformations. Ranged data transformations define data as a list of ranges, each range with an offset and length in + a bytearray. + + The following example sets a new datastream with dataType `html` on a trace, by setting a ranged data transformation: + + ```python + trace.add_transformation('html', RangedTransformation(Range(offset, length))) + ``` + + The following example creates a child trace and sets a new datastream with dataType `raw` on it, by setting a ranged + data transformation with two ranges: + + ```python + child = trace.child_builder('new trace') + child.add_transformation('raw', RangedTransformation.builder() + .add_range(10, 20) + .add_range(50, 30) + .build()) + }); + ``` + + More detailed documentation will follow in an upcoming SDK release. + +## 0.2.0 + +.. warning:: This is an API breaking change. + Plugins created with an earlier version of the extraction plugin + SDK are not compatible with Hansken that uses `0.2.0` or later. + +* Introduced a new extraction plugin type `api.extraction_plugin.DeferredExtractioPlugin`. + Deferred Extraction plugins can be run at a different extraction stage. + This type of plugin also allows accessing other traces using the searcher. + +* The class `api.extraction_context.ExtractionContext` has been renamed to `api.data_context.DataContext`. + The new name `DataContext` represents the class contents better. + Plugins have to update matching import statements accordingly. + Plugins should also update the named argument `context` to `data_context` of the plugin `process()` method. + This change has no functional changes. + + Old: + + ```python + from hansken_extraction_plugin.api.extraction_context import ExtractionContext + + def process(self, trace, context): + pass + ``` + + New: + + ```python + from hansken_extraction_plugin.api.data_context import DataContext + + def process(self, trace, data_context): + pass + ``` + +* Moved `api.author.Author` to `api.plugin_info.Author`, and moved `api.maturity_level.MaturityLevel` + to `api.plugin_info.MaturityLevel` + This is a more *pythonic* way of grouping of classes into modules. This change has no functional side effects. + + Plugins have to update matching import statements accordingly. + + Old: + + ```python + from hansken_extraction_plugin.api.author import Author + from hansken_extraction_plugin.api.maturity_level import MaturityLevel + from hansken_extraction_plugin.api.plugin_info import PluginInfo + ``` + + New: + + ```python + from hansken_extraction_plugin.api.plugin_info import Author, MaturityLevel, PluginInfo + ``` + +* Removed `DataContext.get_first_bytes()` from the public API. + +* Removed `api.extraction_trace.validate_update_arguments(..)` from the public API. This method is still invoked + implicitly when setting trace properties. diff --git a/0.6.1/_sources/dev/python/debugging.md.txt b/0.6.1/_sources/dev/python/debugging.md.txt new file mode 100644 index 0000000..a109ec0 --- /dev/null +++ b/0.6.1/_sources/dev/python/debugging.md.txt @@ -0,0 +1,162 @@ +# How to debug an Extraction Plugin + +Debugging is the art of removing bugs — hopefully quickly. + +## Locally + +To debug a plugin locally, it is recommended to start the plugin via the IDE. This has the advantage that breakpoints +can easily be put in the code instead of printing log statements, for example. To start a plugin locally, a piece of +code must be added, see [Testing](testing.md) for more information. + +### Logging + +The logging of the extraction plugin is displayed in the console. + +## Locally with Docker + +Debugging an extraction plugin via docker is a bit trickier. In order to debug in Python, a debugger must be added to +the extraction plugin. There are several debug modules for Python available, but one debug module that works well with +Visual Studio Code is [debugpy](https://github.com/microsoft/debugpy). This package is developed by Microsoft +specifically for use in Visual Studio Code with Python. + +.. note:: `debugpy` implements the Debug Adapter Protocol (DAP), which is a standardised way for development tools to + communicate with debuggers. + +Using `debugpy` with Docker containers requires 4 distinct steps: + +1. Install `debugpy` +2. Configuring `debugpy` in Python +3. Build a docker image +4. Configuring the connection to the Docker container +5. Setting breakpoints in your code + +### Install `debugpy` + +First, add `debugpy` to your `setup.py`. + +```python +from setuptools import setup + +setup( + # ... + install_requires=[ + "hansken-extraction-plugin==0.4.7", # the plugin SDK + "debugpy==1.5.1" + ] +) +``` + +### Configuring `debugpy` in Python + +At the beginning of your script, import `debugpy`, and call `debugpy.listen()` to start the debug adapter, passing +a `(host, port)` tuple as the first argument. Use the `debugpy.wait_for_client()` function to block program execution +until the client is attached. + +```python +import debugpy + +debugpy.listen(("0.0.0.0", 5678)) +debugpy.wait_for_client() # blocks execution until client is attached + +# your extraction plugin code +``` + +### Build a Docker image + +If the Docker image is not built, first build the image as described +[here](getting_started.md#Building a docker image for a Python plugin). + + +### Configuring the connection to the Docker container + +`debugpy` is now set up to accept connections inside a Docker container. To connect to `debugpy` in the docker +container, port 5678 must be published. To make a port available to services outside of Docker, use the --publish or -p +flag. This creates a firewall rule which maps a container port to a port on the Docker host to the outside world. + +To run the extraction plugin with the published port the following command can be used: + +```bash +docker run -p 5678:5678 your_extraction_plugin_name +``` + +The next step is to configure Visual Studio Code. A `launch.json` file must be created in order for Visual Studio Code +to connect to the extraction plugin in Docker. This minimal `launch.json` example below tells the debugger to attach +to `localhost` on port `5678`. + +```json +{ + "version": "0.2.0", + "configurations": [ + { + "name": "Python: Remote Attach", + "type": "python", + "request": "attach", + "connect": { + "host": "localhost", + "port": 5678 + }, + "pathMappings": [ + { + "localRoot": "${workspaceFolder}", + "remoteRoot": "." + } + ] + } + ] +} +``` + +### Setting breakpoints in the code + +The last step is to add breakpoints in the code. + +### Logging in Docker + +The logging of the extraction plugin is displayed in the console after running the `docker run` command. In addition, +the logging is also displayed in the Visual Studio Code console while debugging. + +## Kubernetes + +In kubernetes it is currently _not_ possible to debug via `debugpy` because no debug ports are published. + +### Logging in Kubernetes + +If there is authorization to the kubernetes cluster, the logging can be viewed with the following command: + +```bash +kubectl logs -f hansken-extraction-plugins/your_extraction_plugin_pod +``` + +## Debug HQL + +An HQL query can be debugged by running the test framework with the `--verbose` option enabled. The found HQL matches +will then be displayed in the console. To test a plugin in python with the `--verbose` option enabled use the following +command: + +```bash +test_plugin --standalone plugin/your_plugin.py --regenerate --verbose +``` + +The following output will then be displayed in the console: + +```text +HQL match found for: +$data.type=jpg +With trace: +dataType=jpg +types={file, data} +properties={data.raw.mimeType=image/jpg, path=/test-input-trace, file.name=image.jpg, name=test-input-trace, id=0} +``` + +If the HQL query contains an error, it will be shown in the generated test results. An example of an invalid query +is ``$data.mimeType=image/jpg`` (slash not escaped). This query will produce an error like the one shown below. + +```json +{ + "class": "org.hansken.plugin.extraction.hql_lite.lang.ParseException", + "message": "HqlLiteHumanQueryParser: line 1:20 token recognition error at: '/jpg'" +} +``` + +.. note:: The error is only shown in the generated trace, so to find out the `ParseException` run the ``test_plugin`` + command with the ``--regenerate`` option enabled. diff --git a/0.6.1/_sources/dev/python/getting_started.md.txt b/0.6.1/_sources/dev/python/getting_started.md.txt new file mode 100644 index 0000000..bfced1e --- /dev/null +++ b/0.6.1/_sources/dev/python/getting_started.md.txt @@ -0,0 +1,195 @@ +# Getting started + +Set up a development environment: step by step. + +The following section describes how to set up a fully working development environment for extraction plugins with Python. +This is written for those who are not comfortable setting up a working build environment. +This is **optional**; advanced users may choose a different development environment setup, and can skip this section completely. + +If you fail to set up a development environment, feel free to ask for help at our Discord channel. + + +## Install required software on Ubuntu + +In order to be able to develop Hansken Extraction Plugins in Python on Ubuntu, the following build tools need be installed on your system: python, pip, tox, Java, Docker. + +* **Python, pip, tox, Java** + To install, run the following commands in your terminal: + + ```bash + sudo apt update + sudo apt install python3.8 python3-pip tox default-jdk + ``` + + You can check whether all versions are installed correctly by running the following commands (and validate the output): + ```bash + python --version + # should return version 3.8.10 or higher + + pip3 --version + # should return version 20.0.2 or higher + + tox --version + # should return version 3.11.2 or higher + + java -version + # should return version 11.0.4 or higher + ``` + +If the above software is installed, you can continue with "Install Docker", +or if you don't want to install Docker, continue with "Install your IDE: Pycharm". + + +## Install required software on Windows. + +In order to be able to develop Hansken Extraction Plugins in Python on Windows, follow the next steps: + +* For verification of the installation of each program we will use commands on the command prompt. + This can be opened by clicking the Windows Start button and typing: + + ```bash + cmd + ``` + + Then hit Enter . This will open the command prompt where you can enter the commands given in the following steps. + +* **Python 3.8 or higher & pip** + + Download the installer from [python.org/Downloads](https://www.python.org/downloads/) (click the yellow "Download Python" button) + and run it to install Python and pip. + Pip is the standard package manager for Python. + It allows you to install and manage additional packages that are not part of the Python standard library, like the Extraction Plugins SDK. + + Be sure to select the option "Add python to PATH". + + When the installation is complete, verify the installation by checking the Python and pip versions: + + ```bash + python --version + # should return your downloaded Python version (>3.8.5) + + pip3 --version + # should return 20.2.3 or higher + ``` + +* **tox** + Tox is used to automate and standardize testing in Python. Use Pip to install Tox with this command: + + ```bash + pip install tox + ``` + + Verify that Tox is installed by running: + + ```bash + tox --version + # should return 3.23.0 or higher + ``` + +* **Java JDK 11.0.4 (or higher)** + Java JDK 11.0.4 or higher is needed to run the test framework of the Extraction Plugins SDK. + This enables you to test without actually deploying the plugin in Hansken. + Installing Java on Windows can be done in many different way, but for now we can not recommend one method. + Please have a look at [Install the Microsoft Build of OpenJDK](https://docs.microsoft.com/en-us/java/openjdk/install) for more details. + + ```bash + java -version + # should return 11.0.4 or higher + ``` + + N.b. Make sure to set the environment variable in case the installed JDK is not detected by the system. + You can follow the below-mentioned steps to set the environment variable: + + 1. Click the Windows start button + 2. Type "advanced system settings" + 3. Hit enter + 4. Now click on Environment Variables, select Path under System Variables section and click on Edit. We need to add the path of installed JDK to system Path. + 5. Click on New Button and add the path to installed JDK bin which is C:\java\java-11\jdk-11.0.4\bin in our case. + 6. Press OK Button 3 times to close all the windows. This sets the JDK 11 on system environment variables to access the same from the console. + + +If the above software is installed, you can continue with "Install Docker", +or if you don't want to install Docker, continue with "Install your IDE: Pycharm". + +## Install Docker (Ubuntu, Windows) +Installing Docker is a bit more complicated. The Docker website describes the installation instructions in detail. +Please follow the instructions on [docs.docker.gom/get-docker/](https://docs.docker.com/get-docker/) to install docker. + +* To check you have Docker installed correctly, run + + ```bash + docker --version + # should return version 20.10.17 or higher + ``` + +Note: if you run Docker inside a managed network, you might also need to configure proxies and/or certificates. +Please contact your system administrator if you need help with this. + + +## Set up your IDE: PyCharm + +We recommend that you use an IDE to aid you in your development of Extraction Plugins. PyCharm is a good choice. + +* JetBrains has an excellent installation guide on their webpage: [Click here to go to the Pycharm Installation Guide](https://www.jetbrains.com/help/pycharm/installation-guide.html) + + +## Download an extraction plugin template (empty plugin) +You can download an extraction plugin template. +This is an empty plugin, from which you can rapidly start your plugin development. + +* The template is hosted on GitHub: https://github.com/NetherlandsForensicInstitute/hansken-extraction-plugin-template-python. + You can download a zip with the template from here. The below screenshot shows where the download button is located: + + ![](getting_started/download_template.png) + + +## Import the Extraction Plugins Skeleton in PyCharm + +* First unzip the skeleton plugin downloaded from the previous step. +* Next, start PyCharm. +* When PyCharm starts, choose "Open" and select the folder where you placed the Extraction Plugin Skeleton. +![](getting_started/pycharm_open_project.png) + +* The following popup will appear, click OK . +![](getting_started/pycharm_open_project_venv.png) + +* The Extraction Plugins Skeleton is now loaded in PyCharm, which should look as follows: +![](getting_started/pycharm_project_start_page.png) + +* Be sure to give the `README.md` a read when you are done with the Prerequisites. + + +## Verify full setup +To verify that your system has been setup correctly, you can run the test suite in the Extraction Plugin Skeleton: + +* First, press `alt-F12` at the same time to open a terminal in PyCharm in the project root folder. +* To run the tests of the Skeleton, run this command in the terminal from the root folder: + ```bash + tox + ``` + The first time running tox may take a few minutes! Please be patient 😊 + + Tox will install all required plugin dependencies, and start your tests. + N.b. The plugin template demonstrates how to build a plugin with tox. + Some plugin developers choose a different tool than tox. + +* If your system has been set up correctly, the output should end with a summary like this: + + ``` + py38: commands succeeded + congratulations :) + ``` + + This means the setup is finished. You now have everything installed to start coding your own plugin! + + +## Next steps + +Now that you have a working environment, you can start doing cool stuff. +Please have a look at the following pages for more information: + +* [Packaging](packaging.md): how to package your plugin and use it in Hansken +* [Run plugins with Hansken.py](hanskenpy.md): run your plugin on a case without uploading the plugin to Hansken, useful for quick prototyping +* [Testing](testing.md): how to write tests for your plugin +* [Debugging](debugging.md): if your plugin isn't working as expected, you can debug it +* [Snippets](snippets.md): code snippets to demonstrate common plugin usage patterns diff --git a/0.6.1/_sources/dev/python/hanskenpy.md.txt b/0.6.1/_sources/dev/python/hanskenpy.md.txt new file mode 100644 index 0000000..32d3022 --- /dev/null +++ b/0.6.1/_sources/dev/python/hanskenpy.md.txt @@ -0,0 +1,91 @@ +# Run plugins with Hansken.py + +Hansken.py is a Python client to Hansken's REST API, developed and maintained by the Netherlands Forensic Institute. + +With Hansken.py, you can run your Python plugin on a project on your Hansken installation that has already been +extracted. This way of running your plugin is useful during your plugin development. It is not required to upload your +plugin to Hansken and start an extraction, making the development cycle faster. However, please note that this is only +useful during the development stage of your plugin, as the execution of your plugin will be much slower compared to +running the plugin during a Hansken extraction. + +.. note:: The execution of your plugin will be much slower in Hansken.py compared to running the plugin during a Hansken + extraction. + +## How to run python extraction plugins standalone with Hansken.py + +Running python extraction plugins standalone with Hansken.py is easy. It is just one command. This section explains how +to setup this command for your specific environment. + +### Create a runner file + +Create a file `run_with_hansken.py` in the root folder of your plugin. This will aid you in running the plugin with +hansken.py. + +```python +from hansken_extraction_plugin.runtime.extraction_plugin_runner import run_with_hanskenpy + +from plugin.my_plugin import MyPlugin + +if __name__ == '__main__': + run_with_hanskenpy(MyPlugin) +``` + +### Preparing for the command + +Before you can enter the command that runs your extraction plugin with Hansken.py, you need to find three values: + +* `HANSKEN_PROJECT_ID` project id on which you want to run your plugin +* `YOUR_GATEKEEPER_URL` the URL to the Hansken gatekeeper +* `YOUR_KEYSTORE_URL` the URL to your keystore + +The correct values of these variables can be found in the Expert UI. Go to the search-page of your project in the +ExpertUI. Next to the search-bar hit the button "Save query". + +![hanskenpy_save_query.png](hanskenpy_save_query.png) + +A new dialog shows up. At the bottom of this dialog, you will find your gatekeeper and keystore urls as well as the +project id. + +![hanskenpy_gatekeeper_keystore.png](hanskenpy_gatekeeper_keystore.png) + +### Running your plugin with Hansken.py + +Next, open a terminal in the project root folder of your plugin and enter the following command. It will run your +extraction plugin with Hansken.py in Hansken. Replace the three variables with their respective values. + +```bash +python3 ./run_with_hanskenpy.py -v -l - HANSKEN_PROJECT_ID --endpoint YOUR_GATEKEEPER_URL --keystore YOUR_KEYSTORE_URL +``` + +If your command runs well, you might be prompted for your username and password. There will be some output (note that +the output may vary depending on your system setup and project content): + +```text +[2021-03-16 12:59:45.344248+0000] INFO: hansken.auth: selected IDP ID (...) with SOAP endpoint (...) +[2021-03-16 12:59:45.344450+0000] WARNING: hansken.auth: IDP url known, user+pass auth required but no username supplied +username []: testaccount +[2021-03-16 12:59:48.423245+0000] INFO: hansken.auth: user acknowledged environment username or supplied custom username: testaccount +password for user testaccount: +[2021-03-16 12:59:53.799668+0000] INFO: hansken.auth: identity provider url and user+pass provided or known, using Keycloak SAML with Basic auth +[2021-03-16 12:59:53.805538+0000] INFO: hansken_extraction_plugin.runtime.extraction_plugin_runner: PluginRunner is running plugin class Plugin +[2021-03-16 12:59:53.859299+0000] INFO: hansken.auth: posting SAML request with authorization for user testaccount to IDP endpoint (...) +[2021-03-16 12:59:54.240290+0000] INFO: plugin.extraction_plugin: processing trace 54197e67-8135-40c3-93f1-3d73a5552693 +[2021-03-16 12:59:54.240753+0000] INFO: plugin.extraction_plugin: processing trace OCRimage +[2021-03-16 12:59:54.240753+0000] INFO: plugin.extraction_plugin: processing trace (...) +``` + +Note that the arguments `-v` and `-l -` are passed to enable logging. To find out what other options can be passed to +this command, please have a look at the hansken.py documentation, or simply run the following command: + +```bash +python3 ./run_with_hanskenpy.py --help +``` + +## Compatibility + +At this moment, running Extraction Plugins with Hansken.py has a few limitations. These are: + +* When writing an Extraction Plugin for use with Hansken.py, the matcher must contain exactly one "$data.property = + value" expression. +* [Data transformations](../concepts/data_transformations.md) are currently not supported by Hansken.py. +* :ref:`Tracelets` are not yet supported by the SDK in use with Hansken.py. diff --git a/0.6.1/_sources/dev/python/packaging.md.txt b/0.6.1/_sources/dev/python/packaging.md.txt new file mode 100644 index 0000000..272a503 --- /dev/null +++ b/0.6.1/_sources/dev/python/packaging.md.txt @@ -0,0 +1,43 @@ +# Packaging + +Extraction plugins are packaged as OCI images (also known as Docker images). +The OCI images are _labeled_ with the PluginInfo. +To automate packaging of a Python plugin and labeling the OCI image, +the Extraction Plugin SDK comes with a utility application `build_plugin`. + +Make sure that the Extraction Plugins SDK is [installed](getting_started.md#Installation) as well as Docker. + +Then, build your plugin container image using the following command: + +```bash +build_plugin PLUGIN_FILE DOCKER_FILE_DIRECTORY [DOCKER_IMAGE_NAME] [DOCKER_ARGS] +``` + +For example: +```bash +build_plugin chatplugin.py . chatplugin --build-arg http_proxy="$http_proxy" --build-arg https_proxy="$https_proxy" +``` + +This will generate a plugin image: +* The extraction plugin is added to your local image registry (`docker images`), +* Note that the variables `$http_proxy` and `$https_proxy` are put in quotes, this is needed in case they contain + spaces, +* The image is tagged with two tags: `latest`, and your plugin version. + +Arguments: +* PLUGIN_FILE: Path to the python file of the plugin. +* DOCKER_FILE_DIRECTORY: Path to the directory containing the Dockerfile of the plugin. +* (Optional) [DOCKER\_IMAGE\_NAME]: Name of the docker image without tag. Note that docker image names cannot start with + a period or dash. If it starts with a dash, it will be interpreted as an additional docker argument (see + DOCKER\_ARGS). If no name is given the name defaults to `extraction-plugin/PLUGINID`, e.g. + `extraction-plugin/nfi.nl/extract/chat/whatsapp`. +* (Optional) [DOCKER\_ARGS]: Additional arguments for the docker command, which can be as many arguments as you like. + +To verify that the image has been built, type the following command to view all local images: +```bash +docker images +``` + +Once your plugin is packaged, it can be published or 'uploaded' to Hansken. +See ":ref:`upload_plugin`" for instructions. + diff --git a/0.6.1/_sources/dev/python/prerequisites.md.txt b/0.6.1/_sources/dev/python/prerequisites.md.txt new file mode 100644 index 0000000..ba367ae --- /dev/null +++ b/0.6.1/_sources/dev/python/prerequisites.md.txt @@ -0,0 +1,9 @@ +# Prerequisites + +All required project dependencies to build extraction plugins are published on the public [PyPI](https://pypi.org/project/hansken-extraction-plugin/). + +Required: + +* Python 3.8 or higher +* Java 11 (for running the test-framework, which is implemented in Java) +* Docker (for packaging and deploying extraction plugins in containers, can be omitted if you have an external build pipeline that provides Docker) diff --git a/0.6.1/_sources/dev/python/snippets.md.txt b/0.6.1/_sources/dev/python/snippets.md.txt new file mode 100644 index 0000000..c76069b --- /dev/null +++ b/0.6.1/_sources/dev/python/snippets.md.txt @@ -0,0 +1,202 @@ +# Python code snippets + +## Adding properties to a trace + +Use :py:meth:`update ` +to add trace types and their properties to an +:py:class:`ExtractionTrace `. +Example: + +```python +def process(self, trace, data_context): + # get the name of the file + file_name = trace.get('file.name') + # set the chat application property on the trace + trace.update('chatConversation.application', f'DemoApp {file_name}') +``` + +All types and properties that can be set are defined in the :ref:`Hansken trace model`. + +### Date properties + +When adding a property which holds a value of data-type Date, always define timezone as being UTC. Example: + +```python +def process(self, trace, data_context): + trace.update('file.modifiedOn', + datetime.fromtimestamp(1630510809, tz=timezone.utc)) +``` + + +### Category for extra properties + +If the information, which must be added as a property, does not match any of the existing properties of Hansken trace +model, use the category "misc" (miscellaneous). When part of the category "misc", any name can be given to a property. +The values of miscellaneous properties are expected to be of data-type string. Example: + +```python +def process(self, trace, data_context): + trace.update({ + 'file.misc.notes': 'Some additional notes about the file trace.', + 'file.misc.anyName': 'Even more notes.' + }) +``` + +.. _tracelets python: + + +### Adding tracelets + +In the following Python example, a "prediction" :ref:`tracelet` is added to a trace. The tracelet consists +of a list of four properties, namely "class", "confidence", "modelName" and "modelVersion". + +```python +trace.add_tracelet(Tracelet('prediction', {'class': 'telephone', + 'confidence': 0.8, + 'modelName': 'yolo', + 'modelVersion': '2.0'})) +``` + + +## Adding child traces to a trace + +Adding child traces to the trace can be done by creating a builder with +:py:meth:`child_builder `. +Example: + +```python +def process(self, trace, data_context): + child_builder = trace.child_builder('childTrace-1') + child_builder.update({ + 'chatMessage.application': 'DemoApp', + 'chatMessage.from': 'Ann', + 'chatMessage.to': ['Mark'], + # list, because there can be multiple receivers + 'chatMessage.message': 'Hello, are you there?', + }).build() +``` + +This adds a single child trace with name `childTrace-1` and four properties. + +.. _datastreams python: + + +## Adding data to a trace + +Traces can have data attached to them. See :ref:`datastreams` for more information. +The following two snippets demonstrate how to add data to a trace. + +It is currently not possible to verify that a specific data stream is already set or not. + + +### Data Transformations + +The most efficient way to add data to a trace is using data transformations. +See :doc:`../concepts/data_transformations` for more details. + +The following example sets a new datastream with dataType `html` on a trace, by setting a ranged data transformation: + +```python +trace.add_transformation('html', RangedTransformation(Range(offset, length))) +``` + +The following example creates a child trace and sets a new datastream with dataType `raw` on it, by setting a ranged +data transformation with two ranges: + +```python +child = trace.child_builder('new trace') +child.add_transformation('raw', RangedTransformation.builder() + .add_range(10, 20) + .add_range(50, 30) + .build()) +}); +``` + + +### Blobs + +It is not always possible to create a transformation for the data that has to be +added to a trace. For example, if the data is a result of a computation, and not +a direct subset of another data stream.. + +The following snippet shows how to create a new data stream of dataType `raw` on a trace from a blob stored in `bytes`: + +```python +data = {'raw': b'...'} +trace.update(data=data); +``` + + +## Specifying system resources + +It is possible to specify **maximum** system resources in the `PluginInfo`. To run a plugin with 0.5 cpu (= 0.5 +vCPU/Core/hyperthread) and 1 gb memory, for example, the following configuration can be added to `PluginInfo`: + +```python +plugin_info = PluginInfo(..., + resources=PluginResources(maximum_cpu=0.5, maximum_memory=1000)) +``` + + +.. _python_snippets_deferred: + +## Deferred Plugins + +Implementing a deferred extraction plugin requires inheriting the +:py:class:`DeferredExtractionPlugin ` +base class. + +```python +class DeferredPlugin(DeferredExtractionPlugin): + def process(self, trace, context, searcher): +``` + +This allows accessing a third :py:class:`TraceSearcher ` +parameter in the process function. This can be used to search for traces: + +```python +with searcher.search('file.extension:html', 10) as searchresult: + for trace in searchresult: + log.debug(f'extension {trace.get("file.extension")}') +``` + +The search method accepts two arguments; a HQL query and the maximum number of traces the return. The ``search`` method +accepts an HQL query and a count, which represents the maximum number of traces to return. + +It may be useful to specifically search for traces from the image being extracted. Add ``"image:" + trace.get("image")`` +to your query. The query of the provided example could be extended like +this: `"file.extension:html AND image:" + trace.get("image")`. + +The returned :py:class:`SearchResult ` +should be closed, for example by using `with`. The resulting search result is an iterable, which will be exhausted when +no more traces are available. The search result allows taking one or more traces by calling :py: +meth:`take ` or +:py:meth:`takeone `. + + +## Logging + +We use Logbook to log messages in Python. Logbook is a logging system for Python that replaces the standard library’s +logging module. + +To enable logging in your plugin, add the following to the top of your plugin code: + +```python +from logbook import Logger + +log = Logger(__name__) +``` + +From there on the logging is pretty straight forward: + +```python +log.info(f'Logging a variable: {my_variable}') +``` + +The default log level is WARNING. You can use the `-v` (or `-vv` or `-vvv`) option of `serve_plugin.py` to increase the +log level. This is typically done in the plugin `Dockerfile`. + +.. warning:: Be careful with logging sensitive information. + +.. note:: Contact your Hansken administrator for more information on where to find logs for your Hansken environment. + diff --git a/0.6.1/_sources/dev/python/testing.md.txt b/0.6.1/_sources/dev/python/testing.md.txt new file mode 100644 index 0000000..2bc0a87 --- /dev/null +++ b/0.6.1/_sources/dev/python/testing.md.txt @@ -0,0 +1,108 @@ +# Advanced use of the Test Framework in Python + +.. _python testing: + +This section assumes you use the same setup as is used in +the [Extraction Plugin Examples](https://git.eminjenv.nl/hanskaton/hansken-extraction-plugin-sdk/examples). + +By default, the build scripts as described in the [Getting Started](getting_started.md) section will automatically run +tests. The appropriate commands have been added to the tox.ini directly. This section gives a little more detail on the +test commands and options. + +One can simply create unit tests for a plugin directly. However, we also provide a test-framework for testing them over +gRPC. The test-framework serves a running instance of a Python plugin, and feeds it input files and compares the results +against an expected result set. + +Note that the test-framework is implemented in Java, hence the Java 11 requirement. A jar file is included in the Python +SDK which is called from a Python wrapper. + +## Regenerate expected test results + +The build and test scripts run some integration tests. To update the expected test outcome, the following command can be +used: + +```bash +tox -e regenerate +``` + +## Standalone testing + +The test runner is a script called `test_plugin` which is available in the SDK. + +To get started, `cd` into the directory of the plugin you want to test and run: + +```bash +test_plugin --standalone plugin/chat_plugin.py +``` + +Note that the argument provided to the option `--standalone` must be the relative path to the plugin `py` file which is +to be tested. This test accepts input files from the directory `testdata/input` and compares the results to the result +files in found in `testdata/results`. Use the optional argument `--regenerate` to regenerate the expected results for +the test when needed. + +This standalone test is also used by the `tox.ini` file to validate the plugin. Simply calling `tox` should be enough to +install all dependencies and run the test. + +## Testing with a Docker image + +If there is a docker image available for the plugin you can also test it by executing: + +```bash +test_plugin --docker extraction-plugin-examples-my-plugin +``` + +Replace the 'extraction-plugin-examples-chat' with the docker image you want to test. Run the following command to see +which docker images are available: + +```bash +docker images +``` + +## Manual testing + +The third option for testing is a manually started plugin. Start the plugin service in a terminal by executing: + +```bash +serve_plugin -vvv plugin/my_plugin.py +``` + +This will spin up the chat plugin at port 8999. Here also the argument must be a path to the plugin's `.py` file. In +another terminal window, run the test with: + +```bash +test_plugin --manual localhost 8999 +``` + +## Tip: Start tests in your IDE +To start the extraction plugin from code, create a `__main__` method which calls the `_test_validate_standalone` +method of the test framework (see the example below). This method causes the extraction plugin to be started and +supplied with data by the FLITS test framework. In this way the test can be started from the IDE, which has the +advantage that it is easier to debug. + +```python +from hansken_extraction_plugin.test_framework.test_plugin import _test_validate_standalone +from hansken_extraction_plugin.api.extraction_plugin import ExtractionPlugin + + +class PluginToTest(ExtractionPlugin): + + def plugin_info(self): + # return plugin info + pass + + def process(self, trace, data_context): + # process the data/trace here + pass + + +if __name__ == '__main__': + _test_validate_standalone(PluginToTest, 'testdata/input', 'testdata/result', False) +``` + +## Help + +Run the following for an overview of all the available options in the test script: + +```bash +test_plugin --help +``` diff --git a/0.6.1/_sources/dev/spec.md.txt b/0.6.1/_sources/dev/spec.md.txt new file mode 100644 index 0000000..d7f18e4 --- /dev/null +++ b/0.6.1/_sources/dev/spec.md.txt @@ -0,0 +1,58 @@ +# Extraction Plugin specifications + +.. note:: If you use the Java or Python extraction plugin SDK, you don't have + to worry about these specifications. The Java and Python SDKs makes + sure your plugin is compiled and packaged conform to the extraction + plugin specifications. + +This page describes the specifications that define an extraction plugin. +The spec contains two major parts: a plugin protocol, and the plugin packaging +method. + +This specification applies to plugins that are not embedded within Hansken, +but to plugins that developed and distributed outside the scope of the Hansken +platform development. + +## Plugin protocol + +An extraction plugin is a process that implements a [GRPC](https://grpc.io/) +service `ExtractionPluginService`. The service defines a protocol that is +used to allow communication between Hansken and an extraction plugin. The +GRPC and protocol definitions can be found in the extraction plugin source +code, under the folder `grpc`. + +.. note:: The source code of the Extraction Plugin is currently not available + outside the scope of the Hansken core development teams. If you are + interested in the GRPC definitions, please :doc:`../contact` the + Hansken development team. + +## Packaging + +An extraction plugin is packaged as a container image -- conform the open +container initiative [image spec](https://github.com/opencontainers/image-spec). +An extraction plugin can be + +The `ENTRYPOINT` of the container image should be a process that starts a GRPC +server that implements the plugin protocol. The GRPC protocol should run on +port `8999`. + +The container image should be labeled with the plugin info. +The plugin info returned by the plugin plugin-info call and container labels +are required to match. If not, Hansken will not accept your plugin during +extractions - as it is unsure if the intended plugin is processing traces. + +The labels that are expected are: + +* `org.hansken.plugin-id` (conform :doc:`concepts/plugin_naming_convention`) +* `org.hansken.plugin-version` +* `org.hansken.plugin-api-version` +* `org.hansken.plugin-description` +* `org.hansken.plugin-webpage` +* `org.hansken.plugin-deferred-iterations` (optional, only has a meaning for deferred extraction plugins) +* `org.hansken.plugin-matcher` (see :doc:`concepts/hql_lite`) +* `org.hansken.plugin-license` +* `org.hansken.plugin-author-name` +* `org.hansken.plugin-author-organisation` +* `org.hansken.plugin-author-email` +* `org.hansken.plugin-resource-max_cpu` (in milicpu, optional) +* `org.hansken.plugin-resource-max_mem` (in mbs, optional) diff --git a/0.6.1/_sources/index.md.txt b/0.6.1/_sources/index.md.txt new file mode 100644 index 0000000..c6844ea --- /dev/null +++ b/0.6.1/_sources/index.md.txt @@ -0,0 +1,45 @@ +Hansken extraction plugin SDK documentation for plugin developers +================================================================= + +## Quick links + +* [Latest version of this documentation](https://netherlandsforensicinstitute.github.io/hansken-extraction-plugin-sdk-documentation/latest) + +* Python: + [API Changelog](dev/python/api_changelog.md) | + [Code snippets](dev/python/snippets.md) | + [Python Examples](https://git.eminjenv.nl/hanskaton/hansken-extraction-plugin-sdk/examples/-/tree/master/python) + +* Java: + [API Changelog](dev/java/api_changelog.md) | + [Code snippets](dev/java/snippets.md) | + [Java Examples](https://git.eminjenv.nl/hanskaton/hansken-extraction-plugin-sdk/examples/-/tree/master/java) + +* [Extraction Plugins created by other community members](https://git.eminjenv.nl/hanskaton/extraction-plugins) +* Chat with us on [Discord](https://discord.com/channels/785509947416772649/796720708096360478) + +N.b., for access to any of the above external resources, please see ":ref:`communityaccess`" the in the [FAQ](dev/faq.md). + +.. ATTENTION:: + Hansken extraction plugins is a technology preview. + Please don't consider the SDK and integration in Hansken to be fully stable. + +## Welcome + +Welcome to the Hansken extraction plugin SDK documentation for plugin developers. +This documentation describes the Hansken extraction plugin Software Development Kit (SDK). +If you are new here, you can start by reading the [introduction](dev/introduction). + +.. toctree:: + :maxdepth: 1 + :caption: Contents: + + dev/introduction + dev/concepts + dev/spec + dev/java + dev/python + dev/examples + dev/faq + contact + changes diff --git a/0.6.1/_static/_sphinx_javascript_frameworks_compat.js b/0.6.1/_static/_sphinx_javascript_frameworks_compat.js new file mode 100644 index 0000000..8549469 --- /dev/null +++ b/0.6.1/_static/_sphinx_javascript_frameworks_compat.js @@ -0,0 +1,134 @@ +/* + * _sphinx_javascript_frameworks_compat.js + * ~~~~~~~~~~ + * + * Compatability shim for jQuery and underscores.js. + * + * WILL BE REMOVED IN Sphinx 6.0 + * xref RemovedInSphinx60Warning + * + */ + +/** + * select a different prefix for underscore + */ +$u = _.noConflict(); + + +/** + * small helper function to urldecode strings + * + * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL + */ +jQuery.urldecode = function(x) { + if (!x) { + return x + } + return decodeURIComponent(x.replace(/\+/g, ' ')); +}; + +/** + * small helper function to urlencode strings + */ +jQuery.urlencode = encodeURIComponent; + +/** + * This function returns the parsed url parameters of the + * current request. Multiple values per key are supported, + * it will always return arrays of strings for the value parts. + */ +jQuery.getQueryParameters = function(s) { + if (typeof s === 'undefined') + s = document.location.search; + var parts = s.substr(s.indexOf('?') + 1).split('&'); + var result = {}; + for (var i = 0; i < parts.length; i++) { + var tmp = parts[i].split('=', 2); + var key = jQuery.urldecode(tmp[0]); + var value = jQuery.urldecode(tmp[1]); + if (key in result) + result[key].push(value); + else + result[key] = [value]; + } + return result; +}; + +/** + * highlight a given string on a jquery object by wrapping it in + * span elements with the given class name. + */ +jQuery.fn.highlightText = function(text, className) { + function highlight(node, addItems) { + if (node.nodeType === 3) { + var val = node.nodeValue; + var pos = val.toLowerCase().indexOf(text); + if (pos >= 0 && + !jQuery(node.parentNode).hasClass(className) && + !jQuery(node.parentNode).hasClass("nohighlight")) { + var 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