Commit 362a8f39 authored by Levin Zimmermann's avatar Levin Zimmermann

Support measurement intervals

See merge request !100
parents 745cb3bc 13728105
...@@ -2,9 +2,11 @@ portal = context.getPortalObject() ...@@ -2,9 +2,11 @@ portal = context.getPortalObject()
operation = None operation = None
use = None use = None
parameter_dict = {} parameter_dict = {}
context.checkConsistency(fixit=True) context.checkConsistency(fixit=True)
initial_product = context.getSpecialiseValue(portal_type="Data Transformation").getResourceValue() initial_product = context.getSpecialiseValue(portal_type="Data Transformation").getResourceValue()
for analysis_line in context.objectValues(portal_type="Data Analysis Line"): for analysis_line in sorted(context.objectValues(portal_type="Data Analysis Line"),
key=lambda x: x.getIntIndex()):
resource = analysis_line.getResourceValue() resource = analysis_line.getResourceValue()
if resource == initial_product: if resource == initial_product:
use = analysis_line.getUse() use = analysis_line.getUse()
...@@ -28,6 +30,12 @@ for analysis_line in context.objectValues(portal_type="Data Analysis Line"): ...@@ -28,6 +30,12 @@ for analysis_line in context.objectValues(portal_type="Data Analysis Line"):
parameter[base_category] = analysis_line.getVariationCategoryItemList( parameter[base_category] = analysis_line.getVariationCategoryItemList(
base_category_list=(base_category,))[0][0] base_category_list=(base_category,))[0][0]
reference = analysis_line.getReference() reference = analysis_line.getReference()
parameter["Start Date"] = analysis_line.getStartDate()
parameter["Stop Date"] = analysis_line.getStopDate()
parameter["causality_reference"] = analysis_line.getCausalityReference()
parameter["causality_relative_url"] = analysis_line.getCausality()
parameter["reference"] = analysis_line.getReference()
# several lines with same reference wil turn the parameter into a list # several lines with same reference wil turn the parameter into a list
if reference in parameter_dict: if reference in parameter_dict:
if not isinstance(parameter_dict[reference], list): if not isinstance(parameter_dict[reference], list):
...@@ -35,7 +43,9 @@ for analysis_line in context.objectValues(portal_type="Data Analysis Line"): ...@@ -35,7 +43,9 @@ for analysis_line in context.objectValues(portal_type="Data Analysis Line"):
parameter_dict[reference].append(parameter) parameter_dict[reference].append(parameter)
else: else:
parameter_dict[reference] = parameter parameter_dict[reference] = parameter
script_id = operation.getScriptId() script_id = operation.getScriptId()
out = getattr(operation_analysis_line, script_id)(**parameter_dict) out = getattr(operation_analysis_line, script_id)(**parameter_dict)
if out == 1: if out == 1:
......
...@@ -4,7 +4,6 @@ from Products.ERP5Type.Errors import UnsupportedWorkflowMethod ...@@ -4,7 +4,6 @@ from Products.ERP5Type.Errors import UnsupportedWorkflowMethod
portal = context.getPortalObject() portal = context.getPortalObject()
portal_catalog = portal.portal_catalog portal_catalog = portal.portal_catalog
now = DateTime() now = DateTime()
if not include_delivered: if not include_delivered:
...@@ -35,6 +34,7 @@ for movement in portal_catalog(query = query): ...@@ -35,6 +34,7 @@ for movement in portal_catalog(query = query):
delivery = movement.getParentValue() delivery = movement.getParentValue()
data_supply = delivery.getSpecialiseValue(portal_type="Data Supply") data_supply = delivery.getSpecialiseValue(portal_type="Data Supply")
data_supply_list = delivery.getSpecialiseValueList(portal_type="Data Supply") data_supply_list = delivery.getSpecialiseValueList(portal_type="Data Supply")
composed_data_supply = data_supply.asComposedDocument() composed_data_supply = data_supply.asComposedDocument()
# Get applicable transformation # Get applicable transformation
transformation_list = [] transformation_list = []
...@@ -51,6 +51,7 @@ for movement in portal_catalog(query = query): ...@@ -51,6 +51,7 @@ for movement in portal_catalog(query = query):
transformation_list.append(transformation) transformation_list.append(transformation)
for transformation in transformation_list: for transformation in transformation_list:
is_shared_data_analysis = False is_shared_data_analysis = False
# Check if analysis already exists # Check if analysis already exists
data_analysis = portal_catalog.getResultValue( data_analysis = portal_catalog.getResultValue(
...@@ -87,6 +88,7 @@ for movement in portal_catalog(query = query): ...@@ -87,6 +88,7 @@ for movement in portal_catalog(query = query):
destination = delivery.getDestination(), destination = delivery.getDestination(),
destination_section = delivery.getDestinationSection(), destination_section = delivery.getDestinationSection(),
destination_project = delivery.getDestinationProject()) destination_project = delivery.getDestinationProject())
data_analysis.checkConsistency(fixit=True) data_analysis.checkConsistency(fixit=True)
# create input and output lines # create input and output lines
for transformation_line in transformation.objectValues( for transformation_line in transformation.objectValues(
...@@ -94,47 +96,61 @@ for movement in portal_catalog(query = query): ...@@ -94,47 +96,61 @@ for movement in portal_catalog(query = query):
"Data Transformation Operation Line"]): "Data Transformation Operation Line"]):
resource = transformation_line.getResourceValue() resource = transformation_line.getResourceValue()
quantity = transformation_line.getQuantity() quantity = transformation_line.getQuantity()
if isinstance(quantity, tuple): if isinstance(quantity, tuple):
quantity = quantity[0] quantity = quantity[0]
# In case of shared data anylsis only add additional input lines # In case of shared data anylsis only add additional input lines
if is_shared_data_analysis and quantity > -1: if is_shared_data_analysis and quantity > -1:
continue continue
aggregate_set = set() aggregate_set = set()
# manually add device to every line # manually add device to every line
aggregate_set.add(movement.getAggregateDevice()) aggregate_set.add(movement.getAggregateDevice())
if transformation_line.getPortalType() == \
"Data Transformation Resource Line": # If it is batch processing we additionally get items from the other
# at the moment, we only check for positive or negative quantity # batch movements and deliver the other batch movements
if quantity < 0: if transformation_line.getUse() == "big_data/ingestion/batch" and \
# it is an input line transformation_line.getPortalType() == \
# aggregate transformed item from data ingestion batch related to our "Data Transformation Resource Line" and quantity < 0:
# movement. If it is an input resource line, then we search for an batch_relative_url = movement.getAggregateDataIngestionBatch()
# ingestion line with the same resource. If it is an operation line
# then we search for an ingestion line with resource portal type if batch_relative_url is not None:
# Data Product related_movement_list = portal_catalog(
batch_relative_url = movement.getAggregateDataIngestionBatch() portal_type="Data Ingestion Line",
if batch_relative_url is not None: aggregate_relative_url=batch_relative_url,
related_movement_list = portal_catalog( resource_relative_url = resource.getRelativeUrl())
portal_type="Data Ingestion Line",
aggregate_relative_url=batch_relative_url,
resource_relative_url = resource.getRelativeUrl())
else:
# get related movements only from current data ingestion
related_movement_list = movement.getParentValue().searchFolder(
portal_type=["Data Ingestion Line", "Data Analysis Line"],
resource_relative_url = resource.getRelativeUrl())
for related_movement in related_movement_list: for related_movement in related_movement_list:
aggregate_set.update(related_movement.getAggregateSet()) #aggregate_set.update(related_movement.getAggregateSet())
if related_movement.getUse() == "big_data/ingestion/batch": related_movement.getParentValue().deliver()
related_movement.getParentValue().deliver()
# create new item based on item_type if it is not already aggregated
aggregate_type_set = set( # create new item based on item_type if it is not already aggregated
[portal.restrictedTraverse(a).getPortalType() for a in aggregate_set]) aggregate_type_set = set(
for item_type in transformation_line.getAggregatedPortalTypeList(): [portal.restrictedTraverse(a).getPortalType() for a in aggregate_set])
# create item if it does note exist yet. for item_type in transformation_line.getAggregatedPortalTypeList():
# Except if it is a Data Array Line, then it is currently created by # if item is not yet aggregated to this line, search it by related project
# data operation itself (probably this exception is inconsistent) # and source If the item is a data configuration or a device configuration
if item_type not in aggregate_type_set and item_type != "Data Array Line": # then we do not care the workflow state nor the related resource, nor
# the variation nor the related sensor. Data Array Lines are created
# by Data Operation.
if item_type not in aggregate_type_set:
if item_type in portal.getPortalDeviceConfigurationTypeList() + portal.getPortalDataConfigurationTypeList():
if item_type == "Status Configuration":
item = None
else:
item = portal.portal_catalog.getResultValue(
portal_type=item_type,
#validation_state="validated",
item_project_relative_url=delivery.getDestinationProject(),
item_source_relative_url=delivery.getSource())
elif item_type != "Data Array Line":
item_query_dict = dict( item_query_dict = dict(
portal_type=item_type, portal_type=item_type,
validation_state="validated", validation_state="validated",
...@@ -147,26 +163,18 @@ for movement in portal_catalog(query = query): ...@@ -147,26 +163,18 @@ for movement in portal_catalog(query = query):
item_query_dict["item_project_relative_url"] = data_analysis.getDestinationProject() item_query_dict["item_project_relative_url"] = data_analysis.getDestinationProject()
item = portal.portal_catalog.getResultValue(**item_query_dict) item = portal.portal_catalog.getResultValue(**item_query_dict)
if item is None: if item is None:
module = portal.getDefaultModule(item_type) module = portal.getDefaultModule(item_type)
item = module.newContent(portal_type = item_type, item = module.newContent(portal_type = item_type,
title = transformation.getTitle(), title = transformation.getTitle(),
reference = "%s-%s" %(transformation.getTitle(), reference = "%s-%s" %(transformation.getTitle(),
delivery.getReference()), delivery.getReference()),
version = '001') version = '001')
try: try:
item.validate() item.validate()
except AttributeError: except AttributeError:
pass pass
aggregate_set.add(item.getRelativeUrl()) aggregate_set.add(item.getRelativeUrl())
# find other items such as device configuration and data configuration
# from data ingestion and data supply
composed = data_analysis.asComposedDocument()
line_list = [l for l in delivery.objectValues(portal_type="Data Ingestion Line")]
line_list += [l for l in composed.objectValues(portal_type="Data Supply Line")]
for line in line_list:
if line.getResourceValue().getPortalType() == "Data Operation":
aggregate_set.update(line.getAggregateList())
data_analysis_line = data_analysis.newContent( data_analysis_line = data_analysis.newContent(
portal_type = "Data Analysis Line", portal_type = "Data Analysis Line",
...@@ -179,12 +187,12 @@ for movement in portal_catalog(query = query): ...@@ -179,12 +187,12 @@ for movement in portal_catalog(query = query):
quantity_unit = transformation_line.getQuantityUnit(), quantity_unit = transformation_line.getQuantityUnit(),
use = transformation_line.getUse(), use = transformation_line.getUse(),
aggregate_set = aggregate_set) aggregate_set = aggregate_set)
# for intput lines of first level analysis set causality and specialise # for intput lines of first level analysis set causality and specialise
if quantity < 0 and delivery.getPortalType() == "Data Ingestion": if quantity < 0 and delivery.getPortalType() == "Data Ingestion":
data_analysis_line.edit( data_analysis_line.edit(
causality_value = delivery, causality_value = delivery,
specialise_value_list = data_supply_list) specialise_value_list = data_supply_list)
data_analysis.checkConsistency(fixit=True) data_analysis.checkConsistency(fixit=True)
try: try:
data_analysis.start() data_analysis.start()
......
...@@ -163,7 +163,6 @@ class Test(ERP5TypeTestCase): ...@@ -163,7 +163,6 @@ class Test(ERP5TypeTestCase):
self.tic() self.tic()
def test_02_Examples(self): def test_02_Examples(self):
""" """
Test we can use python scientific libraries by using directly created Test we can use python scientific libraries by using directly created
...@@ -173,7 +172,7 @@ class Test(ERP5TypeTestCase): ...@@ -173,7 +172,7 @@ class Test(ERP5TypeTestCase):
portal.game_of_life() portal.game_of_life()
portal.game_of_life_out_of_core() portal.game_of_life_out_of_core()
portal.game_of_life_out_of_core_activities() portal.game_of_life_out_of_core_activities()
def test_03_DataArray(self): def test_03_DataArray(self):
""" """
Test persistently saving a ZBig Array to a Data Array. Test persistently saving a ZBig Array to a Data Array.
...@@ -183,17 +182,17 @@ class Test(ERP5TypeTestCase): ...@@ -183,17 +182,17 @@ class Test(ERP5TypeTestCase):
self.assertEqual(None, data_array.getArray()) self.assertEqual(None, data_array.getArray())
data_array.initArray((3, 3), np.uint8) data_array.initArray((3, 3), np.uint8)
self.tic() self.tic()
# test array stored and we return ZBig Array instance # test array stored and we return ZBig Array instance
persistent_zbig_array = data_array.getArray() persistent_zbig_array = data_array.getArray()
self.assertEqual(ZBigArray, persistent_zbig_array.__class__) self.assertEqual(ZBigArray, persistent_zbig_array.__class__)
# try to resize its numpy "view" and check that persistent one is not saved # try to resize its numpy "view" and check that persistent one is not saved
# as these are differerent objects # as these are differerent objects
pure_numpy_array = persistent_zbig_array[:,:] # ZBigArray -> ndarray view of it pure_numpy_array = persistent_zbig_array[:,:] # ZBigArray -> ndarray view of it
pure_numpy_array = np.resize(pure_numpy_array, (4, 4)) pure_numpy_array = np.resize(pure_numpy_array, (4, 4))
self.assertNotEquals(pure_numpy_array.shape, persistent_zbig_array.shape) self.assertNotEquals(pure_numpy_array.shape, persistent_zbig_array.shape)
# test copy numpy -> wendelin but first resize persistent one (add new one) # test copy numpy -> wendelin but first resize persistent one (add new one)
data_array.initArray((4, 4), np.uint8) data_array.initArray((4, 4), np.uint8)
persistent_zbig_array = data_array.getArray() persistent_zbig_array = data_array.getArray()
...@@ -342,8 +341,6 @@ class Test(ERP5TypeTestCase): ...@@ -342,8 +341,6 @@ class Test(ERP5TypeTestCase):
predicted = reg.predict(np.array([[4, 10]])) predicted = reg.predict(np.array([[4, 10]]))
self.assertEqual(predicted.all(),np.array([27.]).all()) self.assertEqual(predicted.all(),np.array([27.]).all())
def test_09_IngestionFromFluentdStoreMsgpack(self, old_fluentd=False): def test_09_IngestionFromFluentdStoreMsgpack(self, old_fluentd=False):
""" """
Test ingestion using a POST Request containing a msgpack encoded message Test ingestion using a POST Request containing a msgpack encoded message
...@@ -410,3 +407,106 @@ class Test(ERP5TypeTestCase): ...@@ -410,3 +407,106 @@ class Test(ERP5TypeTestCase):
# clean up # clean up
data_stream.setData(None) data_stream.setData(None)
self.tic() self.tic()
def _removeDocument(self, document_to_remove):
path = document_to_remove.getRelativeUrl()
container, _, object_id = path.rpartition('/')
parent = self.portal.unrestrictedTraverse(container)
parent.manage_delObjects([object_id])
self.commit()
def _addDataIngestionToDataSupply(self, data_supply):
portal = self.portal
data_supply_line = data_supply.objectValues()[0]
data_ingestion = portal.data_ingestion_module.newContent(
portal_type="Data Ingestion",
title="TestDI_%s" % data_supply.getTitle(),
reference="Test_DI_%s" % data_supply.getTitle(),
specialise=data_supply.getRelativeUrl(),
source=data_supply.getSource(),
source_section=data_supply.getSourceSection(),
destination="organisation_module/test_wendelin_destination",
destination_section="organisation_module/test_wendelin_destination_section",
start_date=data_supply.getCreationDate())
self.addCleanup(self._removeDocument, data_ingestion)
data_ingestion.newContent(
portal_type="Data Ingestion Line",
title="Ingest Data",
reference="ingestion_operation",
aggregate=data_supply_line.getSource(),
resource="data_operation_module/wendelin_ingest_data",
int_index=1
)
data_ingestion.newContent(
portal_type="Data Ingestion Line",
title="test_wendelin_data_product",
reference="out_stream",
aggregate_list=[data_supply_line.getSource(), data_supply_line.getDestination()],
resource="data_product_module/test_wendelin_data_product",
use="use/big_data/ingestion/stream",
quantity=1,
int_index=2
)
data_ingestion.start()
return data_ingestion
def test_10_DataAnalysesCreation(self):
"""
Test data ingestion and analyses execution.
"""
portal = self.portal
# test DataSupply_viewAddRelatedDataIngestionActionDialog dialog
# this test code will create a Data Ingestion which itself will
# be used in later tests of ERP5Site_createDataAnalysisList
data_supply = portal.data_supply_module.test_10_DataAnalysesCreation_data_supply
data_ingestion = self._addDataIngestionToDataSupply(data_supply)
self.assertNotEqual(None, data_ingestion)
self.tic()
before_data_analysis_list = portal.portal_catalog(
portal_type = "Data Analysis",
simulation_state = "started")
# create DA from DI
portal.ERP5Site_createDataAnalysisList()
self.tic()
# check new three Data Arrays created
after_data_analysis_list = portal.portal_catalog(
portal_type = "Data Analysis",
simulation_state = "started")
before_data_analysis_list = set([x.getObject() for x in before_data_analysis_list])
after_data_analysis_list = set([x.getObject() for x in after_data_analysis_list])
self.assertEqual(1, len(after_data_analysis_list) - len(before_data_analysis_list))
# check properly created
to_delete_data_analysis = after_data_analysis_list - before_data_analysis_list
for data_analysis in list(to_delete_data_analysis):
if data_ingestion == data_analysis.getCausalityValue():
to_delete_data_analysis = data_analysis
break
self.addCleanup(self._removeDocument, to_delete_data_analysis)
data_transformation = portal.data_transformation_module.test_wendelin_data_transformation
self.assertEqual(data_ingestion, to_delete_data_analysis.getCausalityValue())
self.assertSameSet(
[data_supply, data_transformation],
to_delete_data_analysis.getSpecialiseValueList()
)
# all lines should be properly created
self.assertEqual(len(data_transformation.objectValues()),
len(to_delete_data_analysis.objectValues()))
self.assertEqual("started", to_delete_data_analysis.getSimulationState())
...@@ -6,12 +6,6 @@ ...@@ -6,12 +6,6 @@
</pickle> </pickle>
<pickle> <pickle>
<dictionary> <dictionary>
<item>
<key> <string>_recorded_property_dict</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
<item> <item>
<key> <string>default_reference</string> </key> <key> <string>default_reference</string> </key>
<value> <string>testWendelin</string> </value> <value> <string>testWendelin</string> </value>
...@@ -55,28 +49,13 @@ ...@@ -55,28 +49,13 @@
<item> <item>
<key> <string>workflow_history</string> </key> <key> <string>workflow_history</string> </key>
<value> <value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent> <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value> </value>
</item> </item>
</dictionary> </dictionary>
</pickle> </pickle>
</record> </record>
<record id="2" aka="AAAAAAAAAAI="> <record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle> <pickle>
<global name="PersistentMapping" module="Persistence.mapping"/> <global name="PersistentMapping" module="Persistence.mapping"/>
</pickle> </pickle>
...@@ -89,7 +68,7 @@ ...@@ -89,7 +68,7 @@
<item> <item>
<key> <string>component_validation_workflow</string> </key> <key> <string>component_validation_workflow</string> </key>
<value> <value>
<persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent> <persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value> </value>
</item> </item>
</dictionary> </dictionary>
...@@ -98,7 +77,7 @@ ...@@ -98,7 +77,7 @@
</dictionary> </dictionary>
</pickle> </pickle>
</record> </record>
<record id="4" aka="AAAAAAAAAAQ="> <record id="3" aka="AAAAAAAAAAM=">
<pickle> <pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/> <global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle> </pickle>
......
erp5_full_text_mroonga_catalog erp5_full_text_mroonga_catalog
erp5_wendelin_examples erp5_wendelin_examples
\ No newline at end of file erp5_wendelin_test_data
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Operation" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_Access_contents_information_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Add_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Modify_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_View_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>aggregated_portal_type</string> </key>
<value>
<tuple>
<string>Data Array</string>
</tuple>
</value>
</item>
<item>
<key> <string>categories</string> </key>
<value>
<tuple>
<string>quantity_unit/unit/piece</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>test_wendelin_convert_json_to_array</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>test_wendelin_convert_json_to_array</string> </value>
</item>
<item>
<key> <string>language</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value> <string>Data Operation</string> </value>
</item>
<item>
<key> <string>script_id</string> </key>
<value> <string>DataAnalysisLine_testWendelinConvertAToB</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>test_wendelin_convert_json_to_array</string> </value>
</item>
<item>
<key> <string>version</string> </key>
<value> <string>001</string> </value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>edit_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
<item>
<key> <string>validation_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
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<key> <string>serial</string> </key>
<value> <string>1000.20735.55485.38178</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="DateTime" module="DateTime.DateTime"/>
</klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
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</record>
<record id="4" aka="AAAAAAAAAAQ=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
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<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
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<list>
<dictionary>
<item>
<key> <string>action</string> </key>
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<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
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<item>
<key> <string>comment</string> </key>
<value> <string></string> </value>
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<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
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<key> <string>time</string> </key>
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<klass>
<global name="DateTime" module="DateTime.DateTime"/>
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<state>
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<float>1652876130.68</float>
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<key> <string>validation_state</string> </key>
<value> <string>validated</string> </value>
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</dictionary>
</pickle>
</record>
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<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Product" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_Access_contents_information_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
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<item>
<key> <string>_Add_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
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<item>
<key> <string>_Modify_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
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<item>
<key> <string>_View_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>aggregated_portal_type</string> </key>
<value>
<tuple>
<string>Data Stream</string>
<string>Progress Indicator</string>
</tuple>
</value>
</item>
<item>
<key> <string>categories</string> </key>
<value>
<tuple>
<string>quantity_unit/unit/piece</string>
<string>use/big_data/ingestion/stream</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>test_wendelin_data_product</string> </value>
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<item>
<key> <string>description</string> </key>
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<none/>
</value>
</item>
<item>
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<value> <string>test_wendelin_data_product</string> </value>
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<key> <string>language</string> </key>
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<none/>
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<item>
<key> <string>portal_type</string> </key>
<value> <string>Data Product</string> </value>
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<item>
<key> <string>title</string> </key>
<value> <string>test_wendelin_data_product</string> </value>
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<item>
<key> <string>workflow_history</string> </key>
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<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
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</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
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<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>edit_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
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<key> <string>validation_workflow</string> </key>
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<persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
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</dictionary>
</value>
</item>
</dictionary>
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<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
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<dictionary>
<item>
<key> <string>_log</string> </key>
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<key> <string>action</string> </key>
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<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
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<key> <string>comment</string> </key>
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<none/>
</value>
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<key> <string>error_message</string> </key>
<value> <string></string> </value>
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<key> <string>serial</string> </key>
<value> <string>1000.20711.34564.55398</string> </value>
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<key> <string>state</string> </key>
<value> <string>current</string> </value>
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<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="DateTime" module="DateTime.DateTime"/>
</klass>
<tuple>
<none/>
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<state>
<tuple>
<float>1652874708.23</float>
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</record>
<record id="4" aka="AAAAAAAAAAQ=">
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<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
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<dictionary>
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<key> <string>_log</string> </key>
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<key> <string>actor</string> </key>
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<key> <string>comment</string> </key>
<value> <string></string> </value>
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<key> <string>error_message</string> </key>
<value> <string></string> </value>
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<key> <string>time</string> </key>
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<object>
<klass>
<global name="DateTime" module="DateTime.DateTime"/>
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<tuple>
<none/>
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<item>
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<value> <string>validated</string> </value>
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<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
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<global name="Data Product" module="erp5.portal_type"/>
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<pickle>
<dictionary>
<item>
<key> <string>_Access_contents_information_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
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</item>
<item>
<key> <string>_Add_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
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</item>
<item>
<key> <string>_Modify_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
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<item>
<key> <string>_View_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>aggregated_portal_type</string> </key>
<value>
<tuple>
<string>Data Array</string>
</tuple>
</value>
</item>
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<key> <string>categories</string> </key>
<value>
<tuple>
<string>quantity_unit/unit/piece</string>
<string>use/big_data/analysis/transient</string>
<string>use/big_data/ingestion/stream</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>test_wendelin_data_product_array</string> </value>
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<key> <string>description</string> </key>
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<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>test_wendelin_data_product_array</string> </value>
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<key> <string>language</string> </key>
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<key> <string>portal_type</string> </key>
<value> <string>Data Product</string> </value>
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<item>
<key> <string>title</string> </key>
<value> <string>test_wendelin_data_product_array</string> </value>
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<key> <string>workflow_history</string> </key>
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<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
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</record>
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<global name="PersistentMapping" module="Persistence.mapping"/>
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<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
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<key> <string>edit_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
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</dictionary>
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</record>
<record id="3" aka="AAAAAAAAAAM=">
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<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
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<dictionary>
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<key> <string>_log</string> </key>
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<key> <string>action</string> </key>
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<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
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<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
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<key> <string>error_message</string> </key>
<value> <string></string> </value>
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<key> <string>serial</string> </key>
<value> <string>1000.20742.7557.55534</string> </value>
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<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
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<key> <string>time</string> </key>
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<object>
<klass>
<global name="DateTime" module="DateTime.DateTime"/>
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<record id="4" aka="AAAAAAAAAAQ=">
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<dictionary>
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<value> <string></string> </value>
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<key> <string>time</string> </key>
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<record id="1" aka="AAAAAAAAAAE=">
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<global name="Data Product" module="erp5.portal_type"/>
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<dictionary>
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<key> <string>_Access_contents_information_Permission</string> </key>
<value>
<tuple>
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<string>Assignor</string>
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<string>Auditor</string>
<string>Manager</string>
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</item>
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<key> <string>_Add_portal_content_Permission</string> </key>
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<tuple>
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<key> <string>_Modify_portal_content_Permission</string> </key>
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<tuple>
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<key> <string>_View_Permission</string> </key>
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<key> <string>categories</string> </key>
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<tuple>
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<key> <string>default_reference</string> </key>
<value> <string>test_wendelin_data_product_information</string> </value>
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<none/>
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<key> <string>workflow_history</string> </key>
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<?xml version="1.0"?>
<ZopeData>
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<key> <string>_identity_criterion</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
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<item>
<key> <string>_range_criterion</string> </key>
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<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
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<key> <string>categories</string> </key>
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<tuple>
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<key> <string>quantity</string> </key>
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<item>
<key> <string>title</string> </key>
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<dictionary/>
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<dictionary>
<item>
<key> <string>data</string> </key>
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<dictionary/>
</value>
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<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
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<tuple>
<string>trade_phase/data/convert</string>
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<key> <string>quantity</string> </key>
<value> <float>-1.0</float> </value>
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<key> <string>title</string> </key>
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<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
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<pickle>
<dictionary>
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<dictionary/>
</value>
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<global name="PersistentMapping" module="Persistence.mapping"/>
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<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
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<global name="Data Transformation Resource Line" module="erp5.portal_type"/>
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<key> <string>_identity_criterion</string> </key>
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<tuple>
<string>trade_phase/data/convert</string>
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<key> <string>title</string> </key>
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<string>Assignee</string>
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<key> <string>_Add_portal_content_Permission</string> </key>
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<tuple>
<string>Assignee</string>
<string>Assignor</string>
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<string>Manager</string>
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<key> <string>_Modify_portal_content_Permission</string> </key>
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<string>Assignee</string>
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<string>Assignee</string>
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<none/>
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<key> <string>description</string> </key>
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<none/>
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</item>
<item>
<key> <string>id</string> </key>
<value> <string>test_wendelin_destination</string> </value>
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<key> <string>language</string> </key>
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<none/>
</value>
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<item>
<key> <string>portal_type</string> </key>
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<key> <string>title</string> </key>
<value> <string>test_wendelin_destination</string> </value>
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<key> <string>workflow_history</string> </key>
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<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
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</item>
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<global name="PersistentMapping" module="Persistence.mapping"/>
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<item>
<key> <string>data</string> </key>
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<dictionary>
<item>
<key> <string>edit_workflow</string> </key>
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<key> <string>validation_workflow</string> </key>
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<persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
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</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
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<key> <string>_log</string> </key>
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<none/>
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<key> <string>error_message</string> </key>
<value> <string></string> </value>
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<key> <string>serial</string> </key>
<value> <string>1000.20697.17992.21111</string> </value>
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<value> <string>current</string> </value>
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<key> <string>time</string> </key>
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<object>
<klass>
<global name="DateTime" module="DateTime.DateTime"/>
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<none/>
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<record id="4" aka="AAAAAAAAAAQ=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
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<dictionary>
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<key> <string>time</string> </key>
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<klass>
<global name="DateTime" module="DateTime.DateTime"/>
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<none/>
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<global name="Organisation" module="erp5.portal_type"/>
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<key> <string>_Access_contents_information_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
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<string>Auditor</string>
<string>Manager</string>
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<key> <string>_Add_portal_content_Permission</string> </key>
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<tuple>
<string>Assignee</string>
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<key> <string>_Modify_portal_content_Permission</string> </key>
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<tuple>
<string>Assignee</string>
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<key> <string>_View_Permission</string> </key>
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<tuple>
<string>Assignee</string>
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<none/>
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<item>
<key> <string>id</string> </key>
<value> <string>test_wendelin_destination_section</string> </value>
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<key> <string>language</string> </key>
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<none/>
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<key> <string>portal_type</string> </key>
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<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
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<key> <string>data</string> </key>
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<key> <string>validation_workflow</string> </key>
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<persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
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<key> <string>error_message</string> </key>
<value> <string></string> </value>
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<key> <string>serial</string> </key>
<value> <string>1000.19583.28829.42530</string> </value>
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<key> <string>state</string> </key>
<value> <string>current</string> </value>
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<key> <string>time</string> </key>
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<tuple>
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<key> <string>id</string> </key>
<value> <string>test_wendelin_source</string> </value>
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<value> <string>test_wendelin_source</string> </value>
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<key> <string>workflow_history</string> </key>
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<key> <string>time</string> </key>
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<klass>
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<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_destination_reference</string> </key>
<value> <string>4</string> </value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>test_wendelin_source_section</string> </value>
</item>
<item>
<key> <string>language</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value> <string>Organisation</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>test_wendelin_source_section</string> </value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>edit_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
<item>
<key> <string>validation_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>1000.20699.23374.36573</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="DateTime" module="DateTime.DateTime"/>
</klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1652873970.73</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="4" aka="AAAAAAAAAAQ=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>validate</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="DateTime" module="DateTime.DateTime"/>
</klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1652873974.94</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
<item>
<key> <string>validation_state</string> </key>
<value> <string>validated</string> </value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Python Script" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>Script_magic</string> </key>
<value> <int>3</int> </value>
</item>
<item>
<key> <string>_bind_names</string> </key>
<value>
<object>
<klass>
<global name="NameAssignments" module="Shared.DC.Scripts.Bindings"/>
</klass>
<tuple/>
<state>
<dictionary>
<item>
<key> <string>_asgns</string> </key>
<value>
<dictionary>
<item>
<key> <string>name_container</string> </key>
<value> <string>container</string> </value>
</item>
<item>
<key> <string>name_context</string> </key>
<value> <string>context</string> </value>
</item>
<item>
<key> <string>name_m_self</string> </key>
<value> <string>script</string> </value>
</item>
<item>
<key> <string>name_subpath</string> </key>
<value> <string>traverse_subpath</string> </value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</state>
</object>
</value>
</item>
<item>
<key> <string>_local_properties</string> </key>
<value>
<tuple>
<dictionary>
<item>
<key> <string>id</string> </key>
<value> <string>reference</string> </value>
</item>
<item>
<key> <string>type</string> </key>
<value> <string>string</string> </value>
</item>
</dictionary>
</tuple>
</value>
</item>
<item>
<key> <string>_params</string> </key>
<value> <string>in_stream={}, out_array={}</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value> <string>Dummy script for Wendelin unit tests.</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>DataAnalysisLine_testWendelinConvertAToB</string> </value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value> <string>Python Script</string> </value>
</item>
<item>
<key> <string>reference</string> </key>
<value> <string>DataAnalysisLine_testWendelinConvertAToB</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>DataAnalysisLine_testWendelinConvertAToB</string> </value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>edit_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>1000.20739.19536.2850</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="DateTime" module="DateTime.DateTime"/>
</klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1652876368.76</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
erp5_wendelin
\ No newline at end of file
This bt5 contains documents used for Wendelin unit tests.
\ No newline at end of file
data_operation_module/test_wendelin_convert_json_to_array
data_product_module/test_wendelin_data_product
data_product_module/test_wendelin_data_product_information
data_product_module/test_wendelin_data_product_array
data_supply_module/test_10_DataAnalysesCreation_data_supply
data_supply_module/test_10_DataAnalysesCreation_data_supply/*
data_transformation_module/test_wendelin_data_transformation
data_transformation_module/test_wendelin_data_transformation/*
organisation_module/test_wendelin_destination
organisation_module/test_wendelin_destination_section
organisation_module/test_wendelin_source
organisation_module/test_wendelin_source_section
portal_callables/DataAnalysisLine_testWendelinConvertAToB
\ No newline at end of file
data_operation_module/test_wendelin_convert_json_to_array
data_product_module/test_wendelin_data_product
data_product_module/test_wendelin_data_product_array
data_product_module/test_wendelin_data_product_information
data_supply_module/test_10_DataAnalysesCreation_data_supply
data_supply_module/test_10_DataAnalysesCreation_data_supply/*
data_transformation_module/test_wendelin_data_transformation
data_transformation_module/test_wendelin_data_transformation/*
organisation_module/test_wendelin_destination
organisation_module/test_wendelin_destination_section
organisation_module/test_wendelin_source
organisation_module/test_wendelin_source_section
portal_callables/DataAnalysisLine_testWendelinConvertAToB
\ No newline at end of file
erp5_wendelin_test_data
\ No newline at end of file
0.01
\ No newline at end of file
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