Commit bf22039d authored by Xiaowu Zhang's avatar Xiaowu Zhang

Abyss

See merge request !443
parents 7289398c 8b5ccc00
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<item>
<key> <string>title</string> </key>
<value> <string>convert_data_stream_to_data_array</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>995.40446.56556.44492</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>1635927912.83</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>
<none/>
</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>1634747092.36</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
<item>
<key> <string>validation_state</string> </key>
<value> <string>draft</string> </value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Alarm" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>active_sense_method_id</string> </key>
<value> <string>Alarm_processDataArray</string> </value>
</item>
<item>
<key> <string>automatic_solve</string> </key>
<value> <int>0</int> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>enabled</string> </key>
<value> <int>1</int> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>slapos_process_data_array</string> </value>
</item>
<item>
<key> <string>periodicity_hour</string> </key>
<value>
<tuple/>
</value>
</item>
<item>
<key> <string>periodicity_hour_frequency</string> </key>
<value> <int>1</int> </value>
</item>
<item>
<key> <string>periodicity_minute</string> </key>
<value>
<tuple/>
</value>
</item>
<item>
<key> <string>periodicity_minute_frequency</string> </key>
<value> <int>15</int> </value>
</item>
<item>
<key> <string>periodicity_month</string> </key>
<value>
<tuple/>
</value>
</item>
<item>
<key> <string>periodicity_month_day</string> </key>
<value>
<tuple/>
</value>
</item>
<item>
<key> <string>periodicity_start_date</string> </key>
<value>
<object>
<klass>
<global name="DateTime" module="DateTime.DateTime"/>
</klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1609462860.0</float>
<string>GMT</string>
</tuple>
</state>
</object>
</value>
</item>
<item>
<key> <string>periodicity_week</string> </key>
<value>
<tuple/>
</value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value> <string>Alarm</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Slapos process data array</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
import numpy as np
from Products.ZSQLCatalog.SQLCatalog import AndQuery, Query
# for database image, archive previous version, then change state
current_publication_section_list = context.getPublicationSectionList()
if "file_system_image/process_state/converted" in current_publication_section_list:
current_publication_section_list.remove("file_system_image/process_state/converted")
current_publication_section_list.append("file_system_image/process_state/processed")
if 'file_system_image/database_image' in current_publication_section_list:
distribution = [x for x in current_publication_section_list if 'distribution' in x][0]
query = AndQuery(
Query(portal_type = ["Data Array"]),
Query(validation_state = "validated"),
AndQuery(Query(publication_section_relative_url = 'publication_section/file_system_image/process_state/processed'),
Query(publication_section_relative_url = 'publication_section/file_system_image/database_image'),
Query(publication_section_relative_url = 'publication_section/%s' % distribution)))
for old_version in context.portal_catalog(query=query):
old_version_publication_section_list = old_version.getPublicationSectionList()
old_version_publication_section_list.remove("file_system_image/process_state/processed")
old_version_publication_section_list.append("file_system_image/process_state/archived")
old_version.setPublicationSectionList(old_version_publication_section_list)
context.setPublicationSectionList(current_publication_section_list)
return
parent_array_list = context.getPredecessorValueList(portal_type='Data Array')
if parent_array_list:
next_database_distribution = None
parent_database_image = [x for x in parent_array_list if 'file_system_image/database_image' in x.getPublicationSectionList()]
if parent_database_image:
parent_database_image = parent_database_image[0]
for publication_section in parent_database_image.getPublicationSectionList():
if 'distribution' in publication_section:
distribution_property = context.portal_categories.restrictedTraverse('publication_section/%s' % publication_section)
#file_system_image/distribution/debian/debian10
parent_distribution = distribution_property.getParentValue()
distribution_list = [x for x in parent_distribution.objectValues(sort_on='int_index')]
index = distribution_list.index(distribution_property) + 1
# end, no more database found
if index >= len(distribution_list):
context.setPublicationSectionList(current_publication_section_list + [
'file_system_image/diff_end/different'])
return
next_database_distribution = distribution_list[index].getRelativeUrl()
break
else:
# parent are not database, so current array is result of self comparison
first_access_image = [x for x in parent_array_list if 'file_system_image/first_access' in x.getPublicationSectionList()][0]
for publication_section in first_access_image.getPublicationSectionList():
if 'distribution' in publication_section:
next_database_distribution = 'publication_section/%s' % publication_section
break
assert next_database_distribution is not None, "can't find next database distribution to compare"
query = AndQuery(
Query(portal_type = ["Data Array"]),
Query(validation_state = "validated"),
AndQuery(Query(publication_section_relative_url = 'publication_section/file_system_image/database_image'),
Query(publication_section_relative_url = 'publication_section/file_system_image/process_state/processed'),
Query(publication_section_relative_url = next_database_distribution)))
next_database_image = context.portal_catalog.getResultValue(query=query, sort_on=[('creation_date', 'descending')])
else:
# it's a first processing
# it's a first access, just change state
if 'file_system_image/first_access' in current_publication_section_list:
context.setPublicationSectionList(current_publication_section_list)
return
# not a first access, so get the first access data then compare
next_database_image = context.portal_catalog.getResultValue(
portal_type='Data Array',
validation_state='validated',
publication_section_relative_url ='publication_section/file_system_image/first_access',
causality_uid = context.getCausalityUid())
def getDiff(a1, a2):
return np.setdiff1d(a1[:], a2[:])
if next_database_image:
diff_array = getDiff(context.getArray(), next_database_image.getArray())
if len(diff_array) != 0:
new_data_array = context.data_array_module.newContent(portal_type='Data Array')
new_data_array.setArray(diff_array)
new_data_array.edit(
title='diff of %s and %s' %(context.getTitle(), next_database_image.getTitle()),
predecessor_value_list=[context, next_database_image],
publication_section=["file_system_image/node_image", "file_system_image/process_state/converted"],
causality = context.getCausality()
)
new_data_array.validate()
analysis_line = context.getAggregateRelatedValue(portal_type='Data Analysis Line')
if analysis_line:
analysis_line.setAggregateValueList(analysis_line.getAggregateValueList() + [new_data_array])
context.setPublicationSectionList(current_publication_section_list)
else:
context.setPublicationSectionList(current_publication_section_list + ['file_system_image/diff_end/identical'])
else:
context.setPublicationSectionList(current_publication_section_list + ['file_system_image/diff_end/different'])
<?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>**kw</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>DataArray_processDataArray</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>DataArray_processDataArray</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>DataArray_processDataArray</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>1005.7106.4846.16793</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>1671466273.93</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
import numpy as np
import re
import json
import os.path
from DateTime import DateTime
def getEndAndJsonList(start, in_data_stream, chunk_size = 4 * 1024 * 1024):
end = min(start + chunk_size, in_data_stream.getSize())
unpacked = in_data_stream.readChunkList(start, end)
unpacked_string = "".join(unpacked)
if end < in_data_stream.getSize():
raw_data_string = '\n'.join(unpacked_string.splitlines()[:-1])
end = start + len(raw_data_string) + 1
else:
raw_data_string = unpacked_string
end_scan_regexp = re.compile('.*?fluentbit_end"}', re.DOTALL)
scan_end = end_scan_regexp.match(raw_data_string)
if not scan_end:
is_end_of_scan = False
else:
is_end_of_scan = True
end = start + len(scan_end.group()) + 1
raw_data_string = raw_data_string[:len(scan_end.group())]
return end, raw_data_string.splitlines(), is_end_of_scan
def removeFirstPath(data):
data['path'] = "/".join([''] + data['path'].split('/')[2:])
return data
def getTripletList(json_string_list, is_end_of_scan):
if is_end_of_scan:
# this lign deletes the "fluentbit_end" at the end of a scan
json_string_list = json_string_list[:-1]
tmp_data_list = []
for json_string in json_string_list:
tmp_data_list.append(json.loads(json_string))
tmp_data_list = [x for x in tmp_data_list if 'path' in x and 'hash' in x and 'sha256' in x['hash']]
# when server start with uefi, it is mounted at sysroot which makes path starts with /sysroot instead of /
if tmp_data_list and tmp_data_list[0]['path'].startswith('/sysroot'):
tmp_data_list = [removeFirstPath(x) for x in tmp_data_list]
data_list = []
for data in tmp_data_list:
in_list = False
for exclude_path in exclude_path_list:
if os.path.commonprefix([data['path'], exclude_path]) == exclude_path:
in_list = True
break
if not in_list:
data_list.append(data)
return [(data['path'], data['hash']['sha256']) for data in data_list if 'path' in data and 'hash' in data and 'sha256' in data['hash']]
def getUidList(triplet_list, data_stream):
uid_list = []
for triplet in triplet_list:
triplet_uid = data_mapping.addObject(triplet)
uid_list.append(triplet_uid)
return uid_list
progress_indicator = in_stream["Progress Indicator"]
in_data_stream = in_stream["Data Stream"]
data_mapping = in_stream["Data Mapping"]
out_data_array = out_array["Data Array"]
publication_section_list = out_data_array.getPublicationSectionList()
if "file_system_image/process_state/converted" in publication_section_list:
return
ingestion_line = in_data_stream.getAggregateRelatedValue(portal_type='Data Ingestion Line')
exclude_path_list = ingestion_line.getResourceValue().getProperty('exclude_path_list', [])
start = progress_indicator.getIntOffsetIndex()
end = in_data_stream.getSize()
if start >= end:
out_data_array.convertFile()
return
end, json_string_list, is_end_of_scan = getEndAndJsonList(start, in_data_stream)
if is_end_of_scan:
stop_date = json.loads(json_string_list[-1])["end_date"]
out_data_array.edit(stop_date= DateTime(stop_date))
triplet_list = getTripletList(json_string_list, is_end_of_scan)
uid_list = getUidList(triplet_list, in_data_stream)
uid_ndarray = np.ndarray((len(uid_list),), 'int64', np.array(uid_list))
zbigarray = out_data_array.getArray()
if zbigarray is None:
zbigarray = out_data_array.initArray(shape=(0,), dtype='int64')
start_date = json.loads(json_string_list[0])["beginning_date"]
out_data_array.edit(start_date = DateTime(start_date))
if len(uid_ndarray) > 0:
zbigarray.append(uid_ndarray)
progress_indicator.setIntOffsetIndex(end)
if is_end_of_scan:
out_data_array.setPublicationSectionList(publication_section_list + ["file_system_image/process_state/converted"])
if context.portal_workflow.isTransitionPossible(out_data_array, 'validate'):
out_data_array.validate()
return
if end < in_data_stream.getSize():
return 1
<?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=None, out_array=None</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>DataOperation_convertDataStreamToArray</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>DataOperation_convertDataStreamToArray</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>DataOperation_convertDataStreamToArray</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>1004.65155.30706.36812</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>1671442810.27</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
from DateTime import DateTime
now = DateTime()
today_string = now.strftime('%Y%m%d')
portal = context.getPortalObject()
portal_catalog = portal.portal_catalog
reference = movement_dict.get('reference', reference)
data_ingestion_id = "%s-%s" %(today_string, reference)
data_ingestion_query_kw = dict(
portal_type = 'Data Ingestion',
simulation_state = ['started', 'stopped'],
reference = reference)
# first search for applicable data ingestion
data_ingestion = portal_catalog.getResultValue(**data_ingestion_query_kw)
def init_input_line(input_line, operation_line):
input_line.setAggregateSet(
input_line.getAggregateList() + operation_line.getAggregateList())
data_stream = portal.portal_catalog.getResultValue(
portal_type='Data Stream',
validation_state="validated",
item_device_relative_url=operation_line.getAggregateDevice(),
item_project_relative_url=input_line.getDestinationProject(),
item_resource_uid=input_line.getResourceUid())
if data_stream is None:
compute_node = portal.portal_catalog.getResultValue(
portal_type = "Compute Node",
reference = reference
)
data_stream = portal.data_stream_module.newContent(
portal_type = 'Data Stream',
publication_section_list = compute_node.getPublicationSectionList(),
source=compute_node.getRelativeUrl(),
reference = reference)
data_stream.validate()
input_line.setAggregateValueList(
input_line.getAggregateValueList() + [data_stream])
input_line.setQuantity(1)
if data_ingestion is None:
document = portal.data_ingestion_module.get(data_ingestion_id)
if (document is not None) and document.getSimulationState() in ('started', 'stopped'):
data_ingestion = document
if data_ingestion is None:
specialise_query_kw = dict(portal_type = 'Data Supply',
reference = reference,
validation_state = 'validated')
specialise_list = [x.getRelativeUrl() for x in portal_catalog(**specialise_query_kw)]
# create a new data ingestion
data_ingestion = portal.ERP5Site_createDataIngestion(specialise_list,
reference,
data_ingestion_id)
for line in data_ingestion.objectValues(portal_type='Data Ingestion Line'):
# Mark so initialize later
if line.getResourceValue().getPortalType() == "Compute Node":
line.setQuantity(0)
break
for line in data_ingestion.objectValues(portal_type="Data Ingestion Line"):
if line.getResourceReference() == reference:
input_line = line
elif line.getResourceValue().getPortalType() == "Data Operation":
operation_line = line
if input_line.getQuantity() == 0:
init_input_line(input_line, operation_line)
data_operation = operation_line.getResourceValue()
parameter_dict = {
input_line.getReference(): \
{v.getPortalType(): v for v in input_line.getAggregateValueList()}}
return data_operation, parameter_dict
<?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>movement_dict,reference</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>IngestionPolicy_getSlaposIngestionOperationAndParameterDict</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>IngestionPolicy_getSlaposIngestionOperationAndParameterDict</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>IngestionPolicy_getSlaposIngestionOperationAndParameterDict</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>1005.27234.8266.51029</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>1672668071.19</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
if not reference:
raise ValueError('reference is None')
return {'reference': reference}
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="PyData 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>
<dictionary>
<item>
<key> <string>id</string> </key>
<value> <string>comment</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>reference</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>IngestionPolicy_parseServerTag</string> </value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value> <string>PyData Script</string> </value>
</item>
<item>
<key> <string>reference</string> </key>
<value> <string>IngestionPolicy_parseServerTag</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>IngestionPolicy_parseServerTag</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Ingestion Policy" 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>data_operation_script_id</string> </key>
<value> <string>IngestionPolicy_getSlaposIngestionOperationAndParameterDict</string> </value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>metadata_upload</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>metadata_upload</string> </value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value> <string>Ingestion Policy</string> </value>
</item>
<item>
<key> <string>script_id</string> </key>
<value> <string>IngestionPolicy_parseServerTag</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Metadata Upload</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>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>1004.20530.37821.4608</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>1669901322.82</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>1667569942.35</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>
<base_category_list>
<portal_type id="Compute Node">
<item>publication_section</item>
</portal_type>
<portal_type id="Data Array">
<item>causality</item>
<item>predecessor</item>
</portal_type>
</base_category_list>
\ No newline at end of file
<property_sheet_list>
<portal_type id="Compute Node">
<item>Aggregated</item>
</portal_type>
</property_sheet_list>
\ No newline at end of file
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Folder" module="OFS.Folder"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_local_properties</string> </key>
<value>
<tuple>
<dictionary>
<item>
<key> <string>id</string> </key>
<value> <string>business_template_skin_layer_priority</string> </value>
</item>
<item>
<key> <string>type</string> </key>
<value> <string>float</string> </value>
</item>
</dictionary>
</tuple>
</value>
</item>
<item>
<key> <string>_objects</string> </key>
<value>
<tuple/>
</value>
</item>
<item>
<key> <string>business_template_skin_layer_priority</string> </key>
<value> <float>80.0</float> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>slapos_abyss</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string></string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
portal = context.getPortalObject()
portal.portal_catalog.searchAndActivate(
portal_type="Data Array",
publication_section_relative_url = 'publication_section/file_system_image/process_state/converted',
validation_state='validated',
method_id='DataArray_processDataArray',
activate_kw={'tag': tag},
)
context.activate(after_tag=tag).getId()
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="PythonScript" module="Products.PythonScripts.PythonScript"/>
</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>_params</string> </key>
<value> <string>tag, fixit,**kw</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>Alarm_processDataArray</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
mapping_for_path = getattr(context.data_mapping_module, 'mapping_for_path', None)
if not mapping_for_path:
mapping_for_path = context.data_mapping_module.newContent(
portal_type='Data Mapping',
reference='mapping_for_path',
id='mapping_for_path')
mapping_for_path.validate()
return mapping_for_path
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="PythonScript" module="Products.PythonScripts.PythonScript"/>
</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>_params</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>Base_getDataMapping</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
if not context.getReference():
return context.Base_redirect('view',keep_items={'portal_status_message': 'Reference is not defined'})
data_supply = context.portal_catalog.getResultValue(
validation_state='validated',
reference = context.getReference(),
portal_type='Data Supply')
if data_supply:
if batch:
return data_supply
return data_supply.Base_redirect('view',keep_items={'portal_status_message': 'Data Supply already created'})
data_supply = context.data_supply_module.newContent(
portal_type = 'Data Supply',
reference = context.getReference()
)
data_supply.newContent(
portal_type='Data Supply Line',
title='Data Stream',
reference='out_stream',
quantity=1,
int_index=2,
use='big_data/ingestion/stream',
resource_uid=context.getUid()
).validate()
data_supply.newContent(
portal_type='Data Supply Line',
title='Ingest Data',
reference='ingestion_operation',
quantity=1,
int_index=1,
resource='data_operation_module/wendelin_ingest_data'
).validate()
data_supply.validate()
if batch:
return data_supply
return data_supply.Base_redirect('view',keep_items={'portal_status_message': 'Data Supply is created'})
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="PythonScript" module="Products.PythonScripts.PythonScript"/>
</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>_params</string> </key>
<value> <string>batch=0, **kw</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>ComputeNode_createDataSupply</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
if not context.getReference():
return context.Base_redirect('view',keep_items={'portal_status_message': 'Reference is not defined'})
data_transformation = context.portal_catalog.getResultValue(
validation_state='validated',
resource_relative_url = context.getRelativeUrl(),
portal_type='Data Transformation')
if data_transformation:
if batch:
return data_transformation
return data_transformation.Base_redirect('view',keep_items={'portal_status_message': 'Data Transformation already created'})
data_transformation = context.data_transformation_module.newContent(
portal_type = 'Data Transformation',
reference = context.getReference(),
title=context.getTitle(),
resource_uid=context.getUid()
)
data_transformation.newContent(
portal_type='Data Transformation Resource Line',
title='In Stream',
reference='in_stream',
quantity=-1,
int_index=1,
aggregated_portal_type_list = ['Progress Indicator'],
trade_phase='data/convert',
resource_uid=context.getUid()
)
data_transformation.newContent(
portal_type='Data Transformation Resource Line',
title='Out Array',
reference='out_array',
quantity=1,
int_index=2,
aggregated_portal_type_list = ['Data Array'],
trade_phase='data/convert',
use='big_data/ingestion/stream',
resource='data_product_module/convert_data_stream_to_data_array'
)
data_transformation.newContent(
portal_type='Data Transformation Operation Line',
title='Convert Raw Data to Array',
reference='data_operation',
quantity=1,
int_index=3,
resource='data_operation_module/convert_data_stream_to_data_array'
)
data_transformation.validate()
if batch:
return data_transformation
return data_transformation.Base_redirect('view',keep_items={'portal_status_message': 'Data Transformation is created'})
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="PythonScript" module="Products.PythonScripts.PythonScript"/>
</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>_params</string> </key>
<value> <string>batch=0, **kw</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>ComputeNode_createDataTransformation</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
from Products.ZSQLCatalog.SQLCatalog import AndQuery, Query
query = AndQuery(
Query(portal_type = ["Data Array"]),
Query(causality_uid=context.getUid()),
AndQuery(Query(publication_section_relative_url = 'publication_section/file_system_image/diff_end'),
Query(publication_section_relative_url = 'publication_section/file_system_image/process_state/processed')))
data_array = context.portal_catalog.getResultValue(
query=query,
sort_on=[('creation_date', 'descending')])
if data_array:
if "file_system_image/diff_end/different" in data_array.getPublicationSectionList():
return data_array
return None
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="PythonScript" module="Products.PythonScripts.PythonScript"/>
</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>_params</string> </key>
<value> <string>**kw</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>ComputeNode_hasModifiedFile</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="ERP5 Form" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_objects</string> </key>
<value>
<tuple/>
</value>
</item>
<item>
<key> <string>action</string> </key>
<value> <string>Base_edit</string> </value>
</item>
<item>
<key> <string>action_title</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>edit_order</string> </key>
<value>
<list/>
</value>
</item>
<item>
<key> <string>encoding</string> </key>
<value> <string>UTF-8</string> </value>
</item>
<item>
<key> <string>enctype</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>group_list</string> </key>
<value>
<list>
<string>left</string>
<string>right</string>
<string>center</string>
<string>bottom</string>
<string>hidden</string>
</list>
</value>
</item>
<item>
<key> <string>groups</string> </key>
<value>
<dictionary>
<item>
<key> <string>bottom</string> </key>
<value>
<list/>
</value>
</item>
<item>
<key> <string>center</string> </key>
<value>
<list/>
</value>
</item>
<item>
<key> <string>hidden</string> </key>
<value>
<list/>
</value>
</item>
<item>
<key> <string>left</string> </key>
<value>
<list>
<string>my_publication_section_list</string>
<string>my_exclude_path_list</string>
</list>
</value>
</item>
<item>
<key> <string>right</string> </key>
<value>
<list/>
</value>
</item>
</dictionary>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>ComputeNode_viewOperatingSystemFileInfo</string> </value>
</item>
<item>
<key> <string>method</string> </key>
<value> <string>POST</string> </value>
</item>
<item>
<key> <string>name</string> </key>
<value> <string>ComputeNode_viewOperatingSystemFileInfo</string> </value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value> <string>ERP5 Form</string> </value>
</item>
<item>
<key> <string>pt</string> </key>
<value> <string>form_view</string> </value>
</item>
<item>
<key> <string>row_length</string> </key>
<value> <int>4</int> </value>
</item>
<item>
<key> <string>stored_encoding</string> </key>
<value> <string>UTF-8</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>unicode_mode</string> </key>
<value> <int>0</int> </value>
</item>
<item>
<key> <string>update_action</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>update_action_title</string> </key>
<value> <string></string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="ProxyField" module="Products.ERP5Form.ProxyField"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>delegated_list</string> </key>
<value>
<list>
<string>title</string>
</list>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>my_exclude_path_list</string> </value>
</item>
<item>
<key> <string>message_values</string> </key>
<value>
<dictionary>
<item>
<key> <string>external_validator_failed</string> </key>
<value> <string>The input failed the external validator.</string> </value>
</item>
</dictionary>
</value>
</item>
<item>
<key> <string>overrides</string> </key>
<value>
<dictionary>
<item>
<key> <string>field_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>form_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>target</string> </key>
<value> <string></string> </value>
</item>
</dictionary>
</value>
</item>
<item>
<key> <string>tales</string> </key>
<value>
<dictionary>
<item>
<key> <string>field_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>form_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>target</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string></string> </value>
</item>
</dictionary>
</value>
</item>
<item>
<key> <string>values</string> </key>
<value>
<dictionary>
<item>
<key> <string>field_id</string> </key>
<value> <string>my_lines_field</string> </value>
</item>
<item>
<key> <string>form_id</string> </key>
<value> <string>Base_viewFieldLibrary</string> </value>
</item>
<item>
<key> <string>target</string> </key>
<value> <string>Click to edit the target</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Exclude Path List</string> </value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="ProxyField" module="Products.ERP5Form.ProxyField"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>delegated_list</string> </key>
<value>
<list/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>my_publication_section_list</string> </value>
</item>
<item>
<key> <string>message_values</string> </key>
<value>
<dictionary>
<item>
<key> <string>external_validator_failed</string> </key>
<value> <string>The input failed the external validator.</string> </value>
</item>
</dictionary>
</value>
</item>
<item>
<key> <string>overrides</string> </key>
<value>
<dictionary>
<item>
<key> <string>field_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>form_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>target</string> </key>
<value> <string></string> </value>
</item>
</dictionary>
</value>
</item>
<item>
<key> <string>tales</string> </key>
<value>
<dictionary>
<item>
<key> <string>field_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>form_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>target</string> </key>
<value> <string></string> </value>
</item>
</dictionary>
</value>
</item>
<item>
<key> <string>values</string> </key>
<value>
<dictionary>
<item>
<key> <string>field_id</string> </key>
<value> <string>my_view_mode_publication_section_list</string> </value>
</item>
<item>
<key> <string>form_id</string> </key>
<value> <string>Base_viewDMSFieldLibrary</string> </value>
</item>
<item>
<key> <string>target</string> </key>
<value> <string>Click to edit the target</string> </value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
portal = context.getPortalObject()
operation = None
use_list = []
parameter_dict = {}
transient_output_item = None
context.checkConsistency(fixit=True)
initial_product = context.getSpecialiseValue(portal_type="Data Transformation").getResourceValue()
for analysis_line in context.objectValues(portal_type="Data Analysis Line"):
if analysis_line.getQuantity() < 0:
indicator = analysis_line.getAggregateProgressIndicatorValue()
stream = analysis_line.getAggregateDataStreamValue()
if indicator and stream and indicator.getIntOffsetIndex() >= stream.getSize():
return
for analysis_line in sorted(context.objectValues(portal_type="Data Analysis Line"),
key=lambda x: x.getIntIndex()):
resource = analysis_line.getResourceValue()
if resource == initial_product:
use_list = analysis_line.getUseList()
if resource is not None:
resource_portal_type = resource.getPortalType()
else:
resource_portal_type = ''
if resource_portal_type == 'Data Operation':
operation_analysis_line = analysis_line
operation = analysis_line.getResourceValue()
else:
parameter = {}
for portal_type in ["Data Array View", "Progress Indicator"] + \
list(portal.getPortalDataSinkTypeList()) + \
list(portal.getPortalDataDescriptorTypeList()):
value = analysis_line.getAggregateValue(portal_type=portal_type)
if value is not None:
parameter[portal_type] = value
# Input line, get correct data stream and mapping
if analysis_line.getQuantity() < 0:
if "Data Stream" not in parameter:
data_ingestion = analysis_line.getCausalityValue(portal_type='Data Ingestion')
data_stream_line = [x for x in data_ingestion.objectValues(portal_type='Data Ingestion Line') if x.getReference() =='out_stream'][0]
data_stream = data_stream_line.getAggregateDataStreamValue()
analysis_line.setAggregateValueList(analysis_line.getAggregateValueList() + [data_stream])
parameter['Data Stream'] = data_stream
parameter['Data Mapping'] = analysis_line.Base_getDataMapping()
# Get Correct Data array
data_array_list = analysis_line.getAggregateValueList(portal_type='Data Array')
if data_array_list:
# This is the first one, mark as database
if len(data_array_list) == 1 and 'file_system_image/process_state/processed' not in data_array_list[0].getPublicationSectionList():
data_array = data_array_list[0]
if 'file_system_image/first_access' not in data_array.getPublicationSectionList():
data_array.setPublicationSectionList(initial_product.getPublicationSectionList() + ['file_system_image/first_access'])
data_array.edit(causality_value=initial_product)
else:
all_data_array_is_processed = True
for data_array in data_array_list:
publication_section_list = data_array.getPublicationSectionList()
if ('file_system_image/process_state/processed' not in publication_section_list) and ('file_system_image/process_state/archived' not in publication_section_list):
all_data_array_is_processed = False
break
if all_data_array_is_processed:
module = portal.getDefaultModule('Data Array')
data_array = module.newContent(portal_type = 'Data Array',
title = initial_product.getTitle(),
reference = data_array.getReference()
)
analysis_line.setAggregateValueList(analysis_line.getAggregateValueList() + [data_array])
data_array.setPublicationSectionList(initial_product.getPublicationSectionList())
data_array.edit(causality_value=initial_product)
parameter['Data Array'] = data_array
if analysis_line.getQuantity() < 0 and "big_data/analysis/transient" in analysis_line.getUseList():
# at the moment we only support transient data arrays
parameter['Data Array'] = transient_input_item
if analysis_line.getQuantity() > 0 and "big_data/analysis/transient" in analysis_line.getUseList():
# at the moment we only support transient data arrays
transient_output_item = portal.data_array_module.newContent(portal_type='Data Array',
temp_object=True)
parameter['Data Array'] = transient_output_item
for base_category in analysis_line.getVariationRangeBaseCategoryList():
parameter[base_category] = analysis_line.getVariationCategoryItemList(
base_category_list=(base_category,))[0][0]
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
if reference in parameter_dict:
if not isinstance(parameter_dict[reference], list):
parameter_dict[reference] = [parameter_dict[reference]]
parameter_dict[reference].append(parameter)
else:
parameter_dict[reference] = parameter
if consuming_analysis_list is None:
consuming_analysis_list = []
if transient_output_item is not None and not consuming_analysis_list:
return
script_id = operation.getScriptId()
out = getattr(operation_analysis_line, script_id)(**parameter_dict)
for consuming_analysis in consuming_analysis_list:
portal.restrictedTraverse(consuming_analysis).DataAnalysis_executeDataOperation(transient_input_item = transient_output_item)
if out == 1:
context.activate(serialization_tag=str(context.getUid())).DataAnalysis_executeDataOperation(consuming_analysis_list)
else:
# only stop batch ingestions
if "big_data/ingestion/batch" in use_list:
context.stop()
# stop refresh
if context.getRefreshState() == "refresh_started":
context.stopRefresh()
return out
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="PythonScript" module="Products.PythonScripts.PythonScript"/>
</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>_params</string> </key>
<value> <string>consuming_analysis_list=None, transient_input_item=None</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>DataAnalysis_executeDataOperation</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
from Products.ERP5Type.Document import newTempBase
if context.getArray() is None:
return []
class SequenceSliceMap():
def __init__(self, sequence_slice, usual_slice_length, total_length):
self.sequence_slice = sequence_slice
self.length = usual_slice_length
self.total_length = total_length
def __repr__(self):
return repr(list(self))
def __len__(self):
return self.total_length
def __getitem__(self, index):
return self.sequence_slice[index % self.length]
data_mapping = context.Base_getDataMapping()
def createTempBase(nr, row):
def getElementFromArray(array, index):
return data_mapping.getObjectFromValue(array[index])
def getElementFromScalar(scalar, index=None):
return data_mapping.getObjectFromValue(scalar)
column_list = [col for col in context.DataArray_getArrayColumnList() if col[0] != 'index']
column_iterator = enumerate(column_list)
if len(column_list) == 1:
getElement = getElementFromScalar
else:
getElement = getElementFromArray
return newTempBase(context.getPortalObject(),
str(id(row)),
index = nr,
**{col[0]: str(getElement(row, i)) for i, col in column_iterator})
length = context.getArrayShape()[0]
# never access more than 1000 lines at once
list_lines = min(list_lines, limit, 1000)
if context.REQUEST.has_key("limit"):
list_start = limit[0]
list_lines = limit[1] - limit[0]
orig_list_start = list_start
if orig_list_start + list_lines > length:
orig_list_start = length - length - (length % list_lines)
list_start = max(length - list_start - list_lines, 0)
if abs(orig_list_start) < list_lines and orig_list_start != 0:
list_end = abs(orig_list_start)
else:
list_end = max(list_start + list_lines, 0)
if list_start == list_end:
array_slice = [context.getArrayIndex(list_start)]
else:
array_slice = context.getArraySlice(list_start, list_end)
temp_base_list = list(reversed([createTempBase(nr + list_start, row) for nr, row in enumerate(array_slice)]))
# return lazy sequence of temp objects
return SequenceSliceMap(temp_base_list, list_lines, length)
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<klass>
<global name="NameAssignments" module="Shared.DC.Scripts.Bindings"/>
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<key> <string>_asgns</string> </key>
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<item>
<key> <string>_params</string> </key>
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<item>
<key> <string>id</string> </key>
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<tuple/>
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<key> <string>edit_order</string> </key>
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<list/>
</value>
</item>
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<key> <string>encoding</string> </key>
<value> <string>UTF-8</string> </value>
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<key> <string>group_list</string> </key>
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<string>listbox</string>
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<key> <string>center</string> </key>
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<string>my_description</string>
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</item>
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<key> <string>hidden</string> </key>
<value>
<list/>
</value>
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<item>
<key> <string>left</string> </key>
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<string>my_title</string>
<string>my_reference</string>
<string>my_version</string>
<string>my_publication_section_list</string>
<string>my_array_dtype</string>
<string>my_array_shape</string>
</list>
</value>
</item>
<item>
<key> <string>right</string> </key>
<value>
<list>
<string>my_start_date</string>
<string>my_predecessor_title_list</string>
<string>my_causality_title</string>
<string>my_translated_validation_state_title</string>
</list>
</value>
</item>
</dictionary>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>DataArray_view</string> </value>
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<key> <string>method</string> </key>
<value> <string>POST</string> </value>
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<item>
<key> <string>name</string> </key>
<value> <string>DataArray_view</string> </value>
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<item>
<key> <string>pt</string> </key>
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</item>
<item>
<key> <string>row_length</string> </key>
<value> <int>4</int> </value>
</item>
<item>
<key> <string>stored_encoding</string> </key>
<value> <string>UTF-8</string> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Data Array</string> </value>
</item>
<item>
<key> <string>unicode_mode</string> </key>
<value> <int>0</int> </value>
</item>
<item>
<key> <string>update_action</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>update_action_title</string> </key>
<value> <string></string> </value>
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<key> <string>delegated_list</string> </key>
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<string>columns</string>
<string>list_method</string>
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<string>selection_name</string>
<string>title</string>
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<key> <string>id</string> </key>
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<key> <string>message_values</string> </key>
<value>
<dictionary>
<item>
<key> <string>external_validator_failed</string> </key>
<value> <string>The input failed the external validator.</string> </value>
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</value>
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<item>
<key> <string>overrides</string> </key>
<value>
<dictionary>
<item>
<key> <string>field_id</string> </key>
<value> <string></string> </value>
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<item>
<key> <string>form_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>target</string> </key>
<value> <string></string> </value>
</item>
</dictionary>
</value>
</item>
<item>
<key> <string>tales</string> </key>
<value>
<dictionary>
<item>
<key> <string>field_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>form_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>target</string> </key>
<value> <string></string> </value>
</item>
</dictionary>
</value>
</item>
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<key> <string>values</string> </key>
<value>
<dictionary>
<item>
<key> <string>columns</string> </key>
<value>
<list>
<tuple>
<string>reference</string>
<string>Reference</string>
</tuple>
<tuple>
<string>dtype</string>
<string>Dtype</string>
</tuple>
<tuple>
<string>index_expression</string>
<string>Index Expression</string>
</tuple>
</list>
</value>
</item>
<item>
<key> <string>field_id</string> </key>
<value> <string>my_view_mode_listbox</string> </value>
</item>
<item>
<key> <string>form_id</string> </key>
<value> <string>Base_viewFieldLibrary</string> </value>
</item>
<item>
<key> <string>list_method</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value>
<list>
<tuple>
<string>Data Acquisition Sensor</string>
<string>Data Acquisition Sensor</string>
</tuple>
</list>
</value>
</item>
<item>
<key> <string>portal_types</string> </key>
<value>
<list>
<tuple>
<string>Data Array Line</string>
<string>Data Array Line</string>
</tuple>
</list>
</value>
</item>
<item>
<key> <string>selection_name</string> </key>
<value> <string>data_array_line</string> </value>
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<item>
<key> <string>target</string> </key>
<value> <string>Click to edit the target</string> </value>
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<item>
<key> <string>title</string> </key>
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<key> <string>method_name</string> </key>
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<?xml version="1.0"?>
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<key> <string>id</string> </key>
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<key> <string>external_validator_failed</string> </key>
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<key> <string>field_id</string> </key>
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<key> <string>field_id</string> </key>
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<key> <string>values</string> </key>
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<item>
<key> <string>field_id</string> </key>
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<key> <string>form_id</string> </key>
<value> <string>Base_viewFieldLibrary</string> </value>
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<item>
<key> <string>portal_type</string> </key>
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<list>
<tuple>
<string>Compute Node</string>
<string>Compute Node</string>
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<key> <string>alternate_name</string> </key>
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<key> <string>enabled</string> </key>
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<key> <string>field_id</string> </key>
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<key> <string>hidden</string> </key>
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<key> <string>form_id</string> </key>
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<key> <string>id</string> </key>
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<key> <string>external_validator_failed</string> </key>
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<key> <string>field_id</string> </key>
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<key> <string>field_id</string> </key>
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<key> <string>field_id</string> </key>
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<item>
<key> <string>view_separator</string> </key>
<value> <string encoding="cdata"><![CDATA[
<br />
]]></string> </value>
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<item>
<key> <string>external_validator_failed</string> </key>
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<key> <string>overrides</string> </key>
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<key> <string>field_id</string> </key>
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<key> <string>form_id</string> </key>
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<key> <string>target</string> </key>
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<key> <string>tales</string> </key>
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<dictionary>
<item>
<key> <string>field_id</string> </key>
<value> <string></string> </value>
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<item>
<key> <string>form_id</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>target</string> </key>
<value> <string></string> </value>
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<item>
<key> <string>values</string> </key>
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<dictionary>
<item>
<key> <string>field_id</string> </key>
<value> <string>my_view_mode_publication_section_list</string> </value>
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<item>
<key> <string>form_id</string> </key>
<value> <string>Base_viewDMSFieldLibrary</string> </value>
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<item>
<key> <string>target</string> </key>
<value> <string>Click to edit the target</string> </value>
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<key> <string>external_validator_failed</string> </key>
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<key> <string>overrides</string> </key>
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<key> <string>field_id</string> </key>
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<key> <string>form_id</string> </key>
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<key> <string>target</string> </key>
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<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>_params</string> </key>
<value> <string>include_delivered=False</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>ERP5Site_createDataAnalysisList</string> </value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
erp5_wendelin
slapos_cloud
\ No newline at end of file
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