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from __future__ import unicode_literals |
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import frappe, json, math |
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from frappe.model.document import Document |
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from frappe import _ |
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from frappe.utils import cstr |
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from frappe.data_migration.doctype.data_migration_mapping.data_migration_mapping import get_source_value |
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class DataMigrationRun(Document): |
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@frappe.whitelist() |
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def run(self): |
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self.begin() |
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if self.total_pages > 0: |
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self.enqueue_next_mapping() |
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else: |
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self.complete() |
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def enqueue_next_mapping(self): |
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next_mapping_name = self.get_next_mapping_name() |
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if next_mapping_name: |
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next_mapping = self.get_mapping(next_mapping_name) |
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self.db_set(dict( |
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current_mapping = next_mapping.name, |
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current_mapping_start = 0, |
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current_mapping_delete_start = 0, |
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current_mapping_action = 'Insert' |
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), notify=True, commit=True) |
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frappe.enqueue_doc(self.doctype, self.name, 'run_current_mapping', now=frappe.flags.in_test) |
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else: |
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self.complete() |
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def enqueue_next_page(self): |
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mapping = self.get_mapping(self.current_mapping) |
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percent_complete = self.percent_complete + (100.0 / self.total_pages) |
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fields = dict( |
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percent_complete = percent_complete |
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) |
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if self.current_mapping_action == 'Insert': |
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start = self.current_mapping_start + mapping.page_length |
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fields['current_mapping_start'] = start |
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elif self.current_mapping_action == 'Delete': |
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delete_start = self.current_mapping_delete_start + mapping.page_length |
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fields['current_mapping_delete_start'] = delete_start |
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self.db_set(fields, notify=True, commit=True) |
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if(percent_complete < 100): |
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frappe.publish_realtime(self.trigger_name, |
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{"progress_percent": percent_complete}, user=frappe.session.user) |
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frappe.enqueue_doc(self.doctype, self.name, 'run_current_mapping', now=frappe.flags.in_test) |
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def run_current_mapping(self): |
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try: |
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mapping = self.get_mapping(self.current_mapping) |
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if mapping.mapping_type == 'Push': |
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done = self.push() |
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elif mapping.mapping_type == 'Pull': |
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done = self.pull() |
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if done: |
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self.enqueue_next_mapping() |
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else: |
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self.enqueue_next_page() |
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except Exception as e: |
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self.db_set('status', 'Error', notify=True, commit=True) |
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print('Data Migration Run failed') |
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print(frappe.get_traceback()) |
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self.execute_postprocess('Error') |
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raise e |
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def get_last_modified_condition(self): |
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last_run_timestamp = frappe.db.get_value('Data Migration Run', dict( |
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data_migration_plan=self.data_migration_plan, |
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data_migration_connector=self.data_migration_connector, |
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name=('!=', self.name) |
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), 'modified') |
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if last_run_timestamp: |
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condition = dict(modified=('>', last_run_timestamp)) |
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else: |
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condition = {} |
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return condition |
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def begin(self): |
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plan_active_mappings = [m for m in self.get_plan().mappings if m.enabled] |
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self.mappings = [frappe.get_doc( |
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'Data Migration Mapping', m.mapping) for m in plan_active_mappings] |
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total_pages = 0 |
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for m in [mapping for mapping in self.mappings]: |
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if m.mapping_type == 'Push': |
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count = float(self.get_count(m)) |
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page_count = math.ceil(count / m.page_length) |
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total_pages += page_count |
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if m.mapping_type == 'Pull': |
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total_pages += 10 |
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self.db_set(dict( |
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status = 'Started', |
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current_mapping = None, |
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current_mapping_start = 0, |
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current_mapping_delete_start = 0, |
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percent_complete = 0, |
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current_mapping_action = 'Insert', |
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total_pages = total_pages |
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), notify=True, commit=True) |
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def complete(self): |
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fields = dict() |
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push_failed = self.get_log('push_failed', []) |
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pull_failed = self.get_log('pull_failed', []) |
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status = 'Partial Success' |
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if not push_failed and not pull_failed: |
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status = 'Success' |
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fields['percent_complete'] = 100 |
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fields['status'] = status |
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self.db_set(fields, notify=True, commit=True) |
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self.execute_postprocess(status) |
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frappe.publish_realtime(self.trigger_name, |
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{"progress_percent": 100}, user=frappe.session.user) |
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def execute_postprocess(self, status): |
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postprocess_method_path = self.get_plan().postprocess_method |
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if postprocess_method_path: |
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frappe.get_attr(postprocess_method_path)({ |
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"status": status, |
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"stats": { |
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"push_insert": self.push_insert, |
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"push_update": self.push_update, |
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"push_delete": self.push_delete, |
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"pull_insert": self.pull_insert, |
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"pull_update": self.pull_update |
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} |
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}) |
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def get_plan(self): |
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if not hasattr(self, 'plan'): |
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self.plan = frappe.get_doc('Data Migration Plan', self.data_migration_plan) |
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return self.plan |
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def get_mapping(self, mapping_name): |
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if hasattr(self, 'mappings'): |
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for m in self.mappings: |
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if m.name == mapping_name: |
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return m |
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return frappe.get_doc('Data Migration Mapping', mapping_name) |
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def get_next_mapping_name(self): |
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mappings = [m for m in self.get_plan().mappings if m.enabled] |
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if not self.current_mapping: |
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return mappings[0].mapping |
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for i, d in enumerate(mappings): |
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if i == len(mappings) - 1: |
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return None |
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if d.mapping == self.current_mapping: |
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return mappings[i+1].mapping |
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raise frappe.ValidationError('Mapping Broken') |
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def get_data(self, filters): |
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mapping = self.get_mapping(self.current_mapping) |
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or_filters = self.get_or_filters(mapping) |
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start = self.current_mapping_start |
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data = [] |
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doclist = frappe.get_all(mapping.local_doctype, |
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filters=filters, or_filters=or_filters, |
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start=start, page_length=mapping.page_length) |
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for d in doclist: |
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doc = frappe.get_doc(mapping.local_doctype, d['name']) |
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data.append(doc) |
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return data |
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def get_new_local_data(self): |
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'''Fetch newly inserted local data using `frappe.get_all`. Used during Push''' |
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mapping = self.get_mapping(self.current_mapping) |
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filters = mapping.get_filters() or {} |
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filters.update({ |
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mapping.migration_id_field: '' |
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}) |
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return self.get_data(filters) |
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def get_updated_local_data(self): |
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'''Fetch local updated data using `frappe.get_all`. Used during Push''' |
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mapping = self.get_mapping(self.current_mapping) |
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filters = mapping.get_filters() or {} |
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filters.update({ |
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mapping.migration_id_field: ('!=', '') |
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}) |
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return self.get_data(filters) |
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def get_deleted_local_data(self): |
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'''Fetch local deleted data using `frappe.get_all`. Used during Push''' |
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mapping = self.get_mapping(self.current_mapping) |
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filters = self.get_last_modified_condition() |
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filters.update({ |
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"deleted_doctype": mapping.local_doctype |
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}) |
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data = frappe.get_all('Deleted Document', fields=['name', 'data'], |
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filters=filters) |
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_data = [] |
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for d in data: |
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doc = json.loads(d.data) |
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if doc.get(mapping.migration_id_field): |
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doc['_deleted_document_name'] = d["name"] |
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_data.append(doc) |
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return _data |
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def get_remote_data(self): |
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'''Fetch data from remote using `connection.get`. Used during Pull''' |
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mapping = self.get_mapping(self.current_mapping) |
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start = self.current_mapping_start |
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filters = mapping.get_filters() or {} |
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connection = self.get_connection() |
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return connection.get(mapping.remote_objectname, |
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fields=["*"], filters=filters, start=start, |
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page_length=mapping.page_length) |
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def get_count(self, mapping): |
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filters = mapping.get_filters() or {} |
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or_filters = self.get_or_filters(mapping) |
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to_insert = frappe.get_all(mapping.local_doctype, ['count(name) as total'], |
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filters=filters, or_filters=or_filters)[0].total |
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to_delete = frappe.get_all('Deleted Document', ['count(name) as total'], |
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filters={'deleted_doctype': mapping.local_doctype}, or_filters=or_filters)[0].total |
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return to_insert + to_delete |
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def get_or_filters(self, mapping): |
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or_filters = self.get_last_modified_condition() |
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or_filters.update({ |
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mapping.migration_id_field: ('=', '') |
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}) |
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return or_filters |
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def get_connection(self): |
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if not hasattr(self, 'connection'): |
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self.connection = frappe.get_doc('Data Migration Connector', |
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self.data_migration_connector).get_connection() |
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return self.connection |
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def push(self): |
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self.db_set('current_mapping_type', 'Push') |
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done = True |
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if self.current_mapping_action == 'Insert': |
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done = self._push_insert() |
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elif self.current_mapping_action == 'Update': |
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done = self._push_update() |
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elif self.current_mapping_action == 'Delete': |
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done = self._push_delete() |
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return done |
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def _push_insert(self): |
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'''Inserts new local docs on remote''' |
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mapping = self.get_mapping(self.current_mapping) |
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connection = self.get_connection() |
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data = self.get_new_local_data() |
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for d in data: |
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doc = self.pre_process_doc(d) |
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doc = mapping.get_mapped_record(doc) |
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try: |
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response_doc = connection.insert(mapping.remote_objectname, doc) |
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frappe.db.set_value(mapping.local_doctype, d.name, |
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mapping.migration_id_field, response_doc[connection.name_field], |
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update_modified=False) |
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frappe.db.commit() |
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self.update_log('push_insert', 1) |
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self.post_process_doc(local_doc=d, remote_doc=response_doc) |
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except Exception as e: |
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self.update_log('push_failed', {d.name: cstr(e)}) |
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self.db_set('current_mapping_start', |
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self.current_mapping_start + mapping.page_length) |
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if len(data) < mapping.page_length: |
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self.db_set({ |
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'current_mapping_action': 'Update', |
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'current_mapping_start': 0 |
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}) |
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return False |
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def _push_update(self): |
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'''Updates local modified docs on remote''' |
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mapping = self.get_mapping(self.current_mapping) |
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connection = self.get_connection() |
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data = self.get_updated_local_data() |
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for d in data: |
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migration_id_value = d.get(mapping.migration_id_field) |
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doc = self.pre_process_doc(d) |
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doc = mapping.get_mapped_record(doc) |
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try: |
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response_doc = connection.update(mapping.remote_objectname, doc, migration_id_value) |
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self.update_log('push_update', 1) |
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self.post_process_doc(local_doc=d, remote_doc=response_doc) |
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except Exception as e: |
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self.update_log('push_failed', {d.name: cstr(e)}) |
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self.db_set('current_mapping_start', |
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self.current_mapping_start + mapping.page_length) |
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if len(data) < mapping.page_length: |
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self.db_set({ |
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'current_mapping_action': 'Delete', |
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'current_mapping_start': 0 |
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}) |
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return False |
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def _push_delete(self): |
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'''Deletes docs deleted from local on remote''' |
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mapping = self.get_mapping(self.current_mapping) |
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connection = self.get_connection() |
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data = self.get_deleted_local_data() |
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for d in data: |
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migration_id_value = d.get(mapping.migration_id_field) |
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self.pre_process_doc(d) |
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try: |
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response_doc = connection.delete(mapping.remote_objectname, migration_id_value) |
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self.update_log('push_delete', 1) |
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self.post_process_doc(local_doc=d, remote_doc=response_doc) |
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except Exception as e: |
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self.update_log('push_failed', {d.name: cstr(e)}) |
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self.db_set('current_mapping_start', |
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self.current_mapping_start + mapping.page_length) |
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if len(data) < mapping.page_length: |
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return True |
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def pull(self): |
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self.db_set('current_mapping_type', 'Pull') |
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connection = self.get_connection() |
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mapping = self.get_mapping(self.current_mapping) |
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data = self.get_remote_data() |
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for d in data: |
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migration_id_value = get_source_value(d, connection.name_field) |
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doc = self.pre_process_doc(d) |
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doc = mapping.get_mapped_record(doc) |
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if migration_id_value: |
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try: |
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if not local_doc_exists(mapping, migration_id_value): |
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local_doc = insert_local_doc(mapping, doc) |
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self.update_log('pull_insert', 1) |
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frappe.db.set_value(mapping.local_doctype, local_doc.name, |
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mapping.migration_id_field, migration_id_value, |
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update_modified=False) |
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frappe.db.commit() |
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else: |
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local_doc = update_local_doc(mapping, doc, migration_id_value) |
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self.update_log('pull_update', 1) |
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self.post_process_doc(remote_doc=d, local_doc=local_doc) |
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except Exception as e: |
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self.update_log('pull_failed', {migration_id_value: cstr(e)}) |
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if len(data) < mapping.page_length: |
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return True |
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def pre_process_doc(self, doc): |
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plan = self.get_plan() |
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doc = plan.pre_process_doc(self.current_mapping, doc) |
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return doc |
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def post_process_doc(self, local_doc=None, remote_doc=None): |
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plan = self.get_plan() |
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doc = plan.post_process_doc(self.current_mapping, local_doc=local_doc, remote_doc=remote_doc) |
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return doc |
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def set_log(self, key, value): |
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value = json.dumps(value) if '_failed' in key else value |
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self.db_set(key, value) |
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def update_log(self, key, value=None): |
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''' |
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Helper for updating logs, |
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push_failed and pull_failed are stored as json, |
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other keys are stored as int |
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''' |
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if '_failed' in key: |
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self.set_log(key, self.get_log(key, []) + [value]) |
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else: |
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self.set_log(key, self.get_log(key, 0) + (value or 1)) |
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def get_log(self, key, default=None): |
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value = self.db_get(key) |
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if '_failed' in key: |
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if not value: value = json.dumps(default) |
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value = json.loads(value) |
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return value or default |
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def insert_local_doc(mapping, doc): |
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try: |
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if not doc.doctype: |
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doc.doctype = mapping.local_doctype |
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doc = frappe.get_doc(doc).insert() |
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return doc |
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except Exception: |
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print('Data Migration Run failed: Error in Pull insert') |
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print(frappe.get_traceback()) |
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return None |
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def update_local_doc(mapping, remote_doc, migration_id_value): |
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try: |
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docname = frappe.db.get_value(mapping.local_doctype, |
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filters={ mapping.migration_id_field: migration_id_value }) |
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doc = frappe.get_doc(mapping.local_doctype, docname) |
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doc.update(remote_doc) |
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doc.save() |
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return doc |
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except Exception: |
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print('Data Migration Run failed: Error in Pull update') |
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print(frappe.get_traceback()) |
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return None |
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def local_doc_exists(mapping, migration_id_value): |
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return frappe.db.exists(mapping.local_doctype, { |
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mapping.migration_id_field: migration_id_value |
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}) |
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