697 lines
43 KiB
Python
697 lines
43 KiB
Python
import os
|
|
from modules.logger_tool import initialise_logger
|
|
logger = initialise_logger(__name__, os.getenv("LOG_LEVEL"), os.getenv("LOG_PATH"), 'default', True)
|
|
import pandas as pd
|
|
|
|
import modules.database.tools.neontology_tools as neon
|
|
import modules.database.schemas.nodes.schools.schools as school_nodes
|
|
import modules.database.schemas.nodes.schools.curriculum as curriculum_nodes
|
|
import modules.database.schemas.nodes.schools.pastoral as pastoral_nodes
|
|
import modules.database.schemas.nodes.structures.schools as school_structures
|
|
import modules.database.schemas.relationships.curriculum_relationships as curriculum_relationships
|
|
import modules.database.schemas.relationships.entity_relationships as ent_rels
|
|
import modules.database.schemas.relationships.entity_curriculum_rels as ent_cur_rels
|
|
|
|
# Default values for nodes
|
|
default_topic_values = {
|
|
'topic_assessment_type': 'Null',
|
|
'topic_type': 'Null',
|
|
'total_number_of_lessons_for_topic': '1',
|
|
'topic_title': 'Null'
|
|
}
|
|
|
|
default_topic_lesson_values = {
|
|
'topic_lesson_title': 'Null',
|
|
'topic_lesson_type': 'Null',
|
|
'topic_lesson_length': '1',
|
|
'topic_lesson_suggested_activities': 'Null',
|
|
'topic_lesson_skills_learned': 'Null',
|
|
'topic_lesson_weblinks': 'Null',
|
|
}
|
|
|
|
default_learning_statement_values = {
|
|
'lesson_learning_statement': 'Null',
|
|
'lesson_learning_statement_type': 'Student learning outcome'
|
|
}
|
|
|
|
# Helper function to sort year groups numerically where possible
|
|
def sort_year_groups(df):
|
|
df = df.copy()
|
|
df['YearGroupNumeric'] = pd.to_numeric(df['YearGroup'], errors='coerce')
|
|
return df.sort_values(by='YearGroupNumeric')
|
|
|
|
def create_curriculum(dataframes, db_name: str, curriculum_db_name: str, school_node: school_nodes.SchoolNode):
|
|
|
|
logger.info(f"Initialising neo4j connection...")
|
|
neon.init_neontology_connection()
|
|
|
|
keystagesyllabus_df = dataframes['keystagesyllabuses']
|
|
yeargroupsyllabus_df = dataframes['yeargroupsyllabuses']
|
|
topic_df = dataframes['topics']
|
|
lesson_df = dataframes['lessons']
|
|
statement_df = dataframes['statements']
|
|
# resource_df = dataframes['resources'] # TODO
|
|
|
|
node_library = {}
|
|
node_library['key_stage_nodes'] = {}
|
|
node_library['year_group_nodes'] = {}
|
|
node_library['key_stage_syllabus_nodes'] = {}
|
|
node_library['year_group_syllabus_nodes'] = {}
|
|
node_library['topic_nodes'] = {}
|
|
node_library['topic_lesson_nodes'] = {}
|
|
node_library['statement_nodes'] = {}
|
|
node_library['department_nodes'] = {}
|
|
node_library['subject_nodes'] = {}
|
|
curriculum_node = None
|
|
pastoral_node = None
|
|
key_stage_nodes_created = {}
|
|
year_group_nodes_created = {}
|
|
last_year_group_node = None
|
|
last_key_stage_node = None
|
|
|
|
# Create Department Structure node
|
|
department_structure_node_unique_id = f"DepartmentStructure_{school_node.unique_id}"
|
|
department_structure_node = school_structures.DepartmentStructureNode(
|
|
unique_id=department_structure_node_unique_id,
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create in school database only
|
|
neon.create_or_merge_neontology_node(department_structure_node, database=db_name, operation='merge')
|
|
node_library['department_structure_node'] = department_structure_node
|
|
|
|
# Link Department Structure to School
|
|
neon.create_or_merge_neontology_relationship(
|
|
ent_rels.SchoolHasDepartmentStructure(source=school_node, target=department_structure_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created department structure node and linked to school")
|
|
|
|
curriculum_structure_node_unique_id = f"CurriculumStructure_{school_node.unique_id}"
|
|
curriculum_node = school_structures.CurriculumStructureNode(
|
|
unique_id=curriculum_structure_node_unique_id,
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create in school database only
|
|
neon.create_or_merge_neontology_node(curriculum_node, database=db_name, operation='merge')
|
|
node_library['curriculum_node'] = curriculum_node
|
|
|
|
# Create relationship in school database only
|
|
neon.create_or_merge_neontology_relationship(
|
|
ent_cur_rels.SchoolHasCurriculumStructure(source=school_node, target=curriculum_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created curriculum node and relationship with school")
|
|
|
|
pastoral_structure_node_unique_id = f"PastoralStructure_{school_node.unique_id}"
|
|
pastoral_node = school_structures.PastoralStructureNode(
|
|
unique_id=pastoral_structure_node_unique_id,
|
|
tldraw_snapshot=""
|
|
)
|
|
neon.create_or_merge_neontology_node(pastoral_node, database=db_name, operation='merge')
|
|
node_library['pastoral_node'] = pastoral_node
|
|
neon.create_or_merge_neontology_relationship(
|
|
ent_cur_rels.SchoolHasPastoralStructure(source=school_node, target=pastoral_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created pastoral node and relationship with school")
|
|
|
|
# Create departments and subjects
|
|
# First get unique departments
|
|
unique_departments = keystagesyllabus_df['Department'].dropna().unique()
|
|
|
|
for department_name in unique_departments:
|
|
department_unique_id = f"Department_{school_node.unique_id}_{department_name.replace(' ', '_')}"
|
|
department_node = school_nodes.DepartmentNode(
|
|
unique_id=department_unique_id,
|
|
name=department_name,
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create department in school database only
|
|
neon.create_or_merge_neontology_node(department_node, database=db_name, operation='merge')
|
|
node_library['department_nodes'][department_name] = department_node
|
|
|
|
# Link department to department structure in school database
|
|
neon.create_or_merge_neontology_relationship(
|
|
ent_rels.DepartmentStructureHasDepartment(source=department_structure_node, target=department_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created department node for {department_name} and linked to department structure")
|
|
|
|
# Create subjects and link to departments
|
|
# First get unique subjects from key stage syllabuses (which have department info)
|
|
unique_subjects = keystagesyllabus_df[['Subject', 'SubjectCode', 'Department']].drop_duplicates()
|
|
|
|
# Then add any additional subjects from year group syllabuses (without department info)
|
|
additional_subjects = yeargroupsyllabus_df[['Subject', 'SubjectCode']].drop_duplicates()
|
|
additional_subjects = additional_subjects[~additional_subjects['SubjectCode'].isin(unique_subjects['SubjectCode'])]
|
|
|
|
# Process subjects from key stage syllabuses first (these have department info)
|
|
for _, subject_row in unique_subjects.iterrows():
|
|
subject_unique_id = f"Subject_{school_node.unique_id}_{subject_row['SubjectCode']}"
|
|
department_node = node_library['department_nodes'].get(subject_row['Department'])
|
|
if not department_node:
|
|
logger.warning(f"No department found for subject {subject_row['Subject']} with code {subject_row['SubjectCode']}")
|
|
continue
|
|
|
|
subject_node = curriculum_nodes.SubjectNode(
|
|
unique_id=subject_unique_id,
|
|
id=subject_row['SubjectCode'],
|
|
name=subject_row['Subject'],
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create subject in both databases
|
|
neon.create_or_merge_neontology_node(subject_node, database=db_name, operation='merge')
|
|
neon.create_or_merge_neontology_node(subject_node, database=curriculum_db_name, operation='merge')
|
|
node_library['subject_nodes'][subject_row['Subject']] = subject_node
|
|
|
|
# Link subject to department in school database only
|
|
neon.create_or_merge_neontology_relationship(
|
|
ent_rels.DepartmentManagesSubject(source=department_node, target=subject_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created subject node for {subject_row['Subject']} and linked to department {subject_row['Department']}")
|
|
|
|
# Process any additional subjects from year group syllabuses (these won't have department info)
|
|
for _, subject_row in additional_subjects.iterrows():
|
|
subject_unique_id = f"Subject_{school_node.unique_id}_{subject_row['SubjectCode']}"
|
|
# Create in a special "Unassigned" department
|
|
unassigned_dept_name = "Unassigned Department"
|
|
if unassigned_dept_name not in node_library['department_nodes']:
|
|
department_node = school_nodes.DepartmentNode(
|
|
unique_id=f"Department_{school_node.unique_id}_Unassigned",
|
|
name=unassigned_dept_name,
|
|
tldraw_snapshot=""
|
|
)
|
|
neon.create_or_merge_neontology_node(department_node, database=db_name, operation='merge')
|
|
node_library['department_nodes'][unassigned_dept_name] = department_node
|
|
|
|
# Link unassigned department to department structure
|
|
neon.create_or_merge_neontology_relationship(
|
|
ent_rels.DepartmentStructureHasDepartment(source=department_structure_node, target=department_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created unassigned department node and linked to department structure")
|
|
|
|
subject_node = curriculum_nodes.SubjectNode(
|
|
unique_id=subject_unique_id,
|
|
id=subject_row['SubjectCode'],
|
|
name=subject_row['Subject'],
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create subject in both databases
|
|
neon.create_or_merge_neontology_node(subject_node, database=db_name, operation='merge')
|
|
neon.create_or_merge_neontology_node(subject_node, database=curriculum_db_name, operation='merge')
|
|
node_library['subject_nodes'][subject_row['Subject']] = subject_node
|
|
|
|
# Link subject to unassigned department in school database only
|
|
neon.create_or_merge_neontology_relationship(
|
|
ent_rels.DepartmentManagesSubject(
|
|
source=node_library['department_nodes'][unassigned_dept_name],
|
|
target=subject_node
|
|
),
|
|
database=db_name, operation='merge'
|
|
)
|
|
logger.warning(f"Created subject node for {subject_row['Subject']} in unassigned department")
|
|
|
|
# Process key stages and syllabuses
|
|
logger.info(f"Processing key stages")
|
|
last_key_stage_node = None
|
|
# Track last syllabus nodes per subject
|
|
last_key_stage_syllabus_nodes = {} # Dictionary to track last key stage syllabus node per subject
|
|
last_year_group_syllabus_nodes = {} # Dictionary to track last year group syllabus node per subject
|
|
topics_processed = set() # Track which topics have been processed
|
|
lessons_processed = set() # Track which lessons have been processed
|
|
statements_processed = set() # Track which statements have been processed
|
|
|
|
# First create all key stage nodes and key stage syllabus nodes
|
|
for index, ks_row in keystagesyllabus_df.sort_values('KeyStage').iterrows():
|
|
key_stage = str(ks_row['KeyStage'])
|
|
logger.debug(f"Processing key stage syllabus row - Subject: {ks_row['Subject']}, Key Stage: {key_stage}")
|
|
|
|
subject_node = node_library['subject_nodes'].get(ks_row['Subject'])
|
|
if not subject_node:
|
|
logger.warning(f"No subject node found for subject {ks_row['Subject']}")
|
|
continue
|
|
|
|
if key_stage not in key_stage_nodes_created:
|
|
key_stage_node_unique_id = f"KeyStage_{curriculum_node.unique_id}_KStg{key_stage}"
|
|
key_stage_node = curriculum_nodes.KeyStageNode(
|
|
unique_id=key_stage_node_unique_id,
|
|
name=f"Key Stage {key_stage}",
|
|
key_stage=str(key_stage),
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create key stage node in both databases
|
|
neon.create_or_merge_neontology_node(key_stage_node, database=db_name, operation='merge')
|
|
neon.create_or_merge_neontology_node(key_stage_node, database=curriculum_db_name, operation='merge')
|
|
key_stage_nodes_created[key_stage] = key_stage_node
|
|
node_library['key_stage_nodes'][key_stage] = key_stage_node
|
|
|
|
# Create relationship with curriculum structure in school database only
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.CurriculumStructureIncludesKeyStage(source=curriculum_node, target=key_stage_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created key stage node {key_stage_node_unique_id} and relationship with curriculum structure")
|
|
|
|
# Create sequential relationship between key stages in both databases
|
|
if last_key_stage_node:
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.KeyStageFollowsKeyStage(source=last_key_stage_node, target=key_stage_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.KeyStageFollowsKeyStage(source=last_key_stage_node, target=key_stage_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created sequential relationship between key stages {last_key_stage_node.unique_id} and {key_stage_node.unique_id}")
|
|
last_key_stage_node = key_stage_node
|
|
|
|
# Create key stage syllabus under the subject's curriculum directory
|
|
key_stage_syllabus_node_unique_id = f"KeyStageSyllabus_{curriculum_node.unique_id}_{ks_row['Title'].replace(' ', '')}"
|
|
logger.debug(f"Creating key stage syllabus node for {ks_row['Subject']} KS{key_stage} with ID {ks_row['ID']}")
|
|
|
|
key_stage_syllabus_node_unique_id = f"KeyStageSyllabus_{curriculum_node.unique_id}_{ks_row['Title'].replace(' ', '')}"
|
|
key_stage_syllabus_node = curriculum_nodes.KeyStageSyllabusNode(
|
|
unique_id=key_stage_syllabus_node_unique_id,
|
|
id=ks_row['ID'],
|
|
name=ks_row['Title'],
|
|
key_stage=str(ks_row['KeyStage']),
|
|
subject_name=ks_row['Subject'],
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create key stage syllabus node in both databases
|
|
neon.create_or_merge_neontology_node(key_stage_syllabus_node, database=db_name, operation='merge')
|
|
neon.create_or_merge_neontology_node(key_stage_syllabus_node, database=curriculum_db_name, operation='merge')
|
|
node_library['key_stage_syllabus_nodes'][ks_row['ID']] = key_stage_syllabus_node
|
|
logger.debug(f"Created key stage syllabus node {key_stage_syllabus_node_unique_id} for {ks_row['Subject']} KS{key_stage}")
|
|
|
|
# Link key stage syllabus to its subject in both databases
|
|
if subject_node:
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.SubjectHasKeyStageSyllabus(source=subject_node, target=key_stage_syllabus_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.SubjectHasKeyStageSyllabus(source=subject_node, target=key_stage_syllabus_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created relationship between subject {subject_node.unique_id} and key stage syllabus {key_stage_syllabus_node.unique_id}")
|
|
|
|
# Link key stage syllabus to its key stage in both databases
|
|
key_stage_node = key_stage_nodes_created.get(key_stage)
|
|
if key_stage_node:
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.KeyStageIncludesKeyStageSyllabus(source=key_stage_node, target=key_stage_syllabus_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.KeyStageIncludesKeyStageSyllabus(source=key_stage_node, target=key_stage_syllabus_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created relationship between key stage {key_stage_node.unique_id} and key stage syllabus {key_stage_syllabus_node.unique_id}")
|
|
|
|
# Create sequential relationship between key stage syllabuses in both databases
|
|
last_key_stage_syllabus_node = last_key_stage_syllabus_nodes.get(ks_row['Subject'])
|
|
if last_key_stage_syllabus_node:
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.KeyStageSyllabusFollowsKeyStageSyllabus(source=last_key_stage_syllabus_node, target=key_stage_syllabus_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.KeyStageSyllabusFollowsKeyStageSyllabus(source=last_key_stage_syllabus_node, target=key_stage_syllabus_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created sequential relationship between key stage syllabuses {last_key_stage_syllabus_node.unique_id} and {key_stage_syllabus_node.unique_id}")
|
|
last_key_stage_syllabus_nodes[ks_row['Subject']] = key_stage_syllabus_node
|
|
|
|
# Now process year groups and their syllabuses
|
|
for index, ks_row in keystagesyllabus_df.sort_values('KeyStage').iterrows():
|
|
key_stage = str(ks_row['KeyStage'])
|
|
related_yeargroups = sort_year_groups(yeargroupsyllabus_df[yeargroupsyllabus_df['KeyStage'] == ks_row['KeyStage']])
|
|
|
|
logger.info(f"Processing year groups for key stage {key_stage}")
|
|
for yg_index, yg_row in related_yeargroups.iterrows():
|
|
year_group = yg_row['YearGroup']
|
|
subject_code = yg_row['SubjectCode']
|
|
numeric_year_group = pd.to_numeric(year_group, errors='coerce')
|
|
|
|
if pd.notna(numeric_year_group):
|
|
numeric_year_group = int(numeric_year_group)
|
|
if numeric_year_group not in year_group_nodes_created:
|
|
year_group_node_unique_id = f"YearGroup_{school_node.unique_id}_YGrp{numeric_year_group}"
|
|
year_group_node = pastoral_nodes.YearGroupNode(
|
|
unique_id=year_group_node_unique_id,
|
|
year_group=str(numeric_year_group),
|
|
name=f"Year {numeric_year_group}, {year_group}",
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create year group node in both databases but use same directory
|
|
neon.create_or_merge_neontology_node(year_group_node, database=db_name, operation='merge')
|
|
neon.create_or_merge_neontology_node(year_group_node, database=curriculum_db_name, operation='merge')
|
|
|
|
# Create sequential relationship between year groups in both databases
|
|
if last_year_group_node:
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.YearGroupFollowsYearGroup(source=last_year_group_node, target=year_group_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.YearGroupFollowsYearGroup(source=last_year_group_node, target=year_group_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created sequential relationship between year groups {last_year_group_node.unique_id} and {year_group_node.unique_id} across key stages")
|
|
last_year_group_node = year_group_node
|
|
|
|
# Create relationship with Pastoral Structure in school database only
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.PastoralStructureIncludesYearGroup(source=pastoral_node, target=year_group_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created year group node {year_group_node_unique_id} and relationship with pastoral structure")
|
|
|
|
year_group_nodes_created[numeric_year_group] = year_group_node
|
|
node_library['year_group_nodes'][str(numeric_year_group)] = year_group_node
|
|
|
|
# Create year group syllabus nodes in both databases
|
|
year_group_node = year_group_nodes_created.get(numeric_year_group)
|
|
if year_group_node:
|
|
year_group_syllabus_node_unique_id = f"YearGroupSyllabus_{school_node.unique_id}_{yg_row['ID']}"
|
|
year_group_syllabus_node = pastoral_nodes.YearGroupSyllabusNode(
|
|
unique_id=year_group_syllabus_node_unique_id,
|
|
id=yg_row['ID'],
|
|
name=yg_row['Title'],
|
|
year_group=str(yg_row['YearGroup']),
|
|
subject_name=yg_row['Subject'],
|
|
tldraw_snapshot=""
|
|
)
|
|
|
|
# Create year group syllabus node in both databases but use same directory
|
|
neon.create_or_merge_neontology_node(year_group_syllabus_node, database=db_name, operation='merge')
|
|
neon.create_or_merge_neontology_node(year_group_syllabus_node, database=curriculum_db_name, operation='merge')
|
|
node_library['year_group_syllabus_nodes'][yg_row['ID']] = year_group_syllabus_node
|
|
|
|
# Create sequential relationship between year group syllabuses in both databases
|
|
last_year_group_syllabus_node = last_year_group_syllabus_nodes.get(yg_row['Subject'])
|
|
# Only create sequential relationship if this year group is higher than the last one
|
|
if last_year_group_syllabus_node:
|
|
last_year = pd.to_numeric(last_year_group_syllabus_node.year_group, errors='coerce')
|
|
current_year = pd.to_numeric(year_group_syllabus_node.year_group, errors='coerce')
|
|
if pd.notna(last_year) and pd.notna(current_year) and current_year > last_year:
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.YearGroupSyllabusFollowsYearGroupSyllabus(source=last_year_group_syllabus_node, target=year_group_syllabus_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.YearGroupSyllabusFollowsYearGroupSyllabus(source=last_year_group_syllabus_node, target=year_group_syllabus_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created sequential relationship between year group syllabuses {last_year_group_syllabus_node.unique_id} and {year_group_syllabus_node.unique_id}")
|
|
last_year_group_syllabus_nodes[yg_row['Subject']] = year_group_syllabus_node
|
|
|
|
# Create relationships in both databases using MATCH to avoid cartesian products
|
|
subject_node = node_library['subject_nodes'].get(yg_row['Subject'])
|
|
if subject_node:
|
|
# Link to subject
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.SubjectHasYearGroupSyllabus(source=subject_node, target=year_group_syllabus_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.SubjectHasYearGroupSyllabus(source=subject_node, target=year_group_syllabus_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created relationship between subject {subject_node.unique_id} and year group syllabus {year_group_syllabus_node_unique_id}")
|
|
|
|
# Link to year group
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.YearGroupHasYearGroupSyllabus(source=year_group_node, target=year_group_syllabus_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.YearGroupHasYearGroupSyllabus(source=year_group_node, target=year_group_syllabus_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created relationship between year group {year_group_node.unique_id} and year group syllabus {year_group_syllabus_node_unique_id}")
|
|
|
|
# Link to key stage syllabus if it exists for the same subject
|
|
key_stage_syllabus_node = node_library['key_stage_syllabus_nodes'].get(ks_row['ID'])
|
|
if key_stage_syllabus_node and yg_row['Subject'] == ks_row['Subject']:
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.KeyStageSyllabusIncludesYearGroupSyllabus(source=key_stage_syllabus_node, target=year_group_syllabus_node),
|
|
database=db_name, operation='merge'
|
|
)
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.KeyStageSyllabusIncludesYearGroupSyllabus(source=key_stage_syllabus_node, target=year_group_syllabus_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created relationship between key stage syllabus {key_stage_syllabus_node.unique_id} and year group syllabus {year_group_syllabus_node_unique_id}")
|
|
|
|
# Process topics for this year group syllabus only if not already processed
|
|
topics_for_syllabus = topic_df[topic_df['SyllabusYearID'] == yg_row['ID']]
|
|
for _, topic_row in topics_for_syllabus.iterrows():
|
|
if topic_row['TopicID'] in topics_processed:
|
|
continue
|
|
topics_processed.add(topic_row['TopicID'])
|
|
|
|
# Get the correct subject from the topic row
|
|
topic_subject = topic_row['SyllabusSubject']
|
|
topic_key_stage = topic_row['SyllabusKeyStage']
|
|
|
|
logger.debug(f"Processing topic {topic_row['TopicID']} for subject {topic_subject} and key stage {topic_key_stage}")
|
|
logger.debug(f"Available key stage syllabus nodes: {[node.subject_name + '_KS' + node.key_stage for node in node_library['key_stage_syllabus_nodes'].values()]}")
|
|
|
|
# Find the key stage syllabus node by iterating through all nodes
|
|
matching_syllabus_node = None
|
|
for syllabus_node in node_library['key_stage_syllabus_nodes'].values():
|
|
logger.debug(f"Checking syllabus node - Subject: {syllabus_node.subject_name}, Key Stage: {syllabus_node.key_stage}")
|
|
logger.debug(f"Comparing with - Subject: {topic_subject}, Key Stage: {str(topic_key_stage)}")
|
|
logger.debug(f"Types - Node Subject: {type(syllabus_node.subject_name)}, Topic Subject: {type(topic_subject)}")
|
|
logger.debug(f"Types - Node Key Stage: {type(syllabus_node.key_stage)}, Topic Key Stage: {type(str(topic_key_stage))}")
|
|
|
|
if (syllabus_node.subject_name == topic_subject and
|
|
syllabus_node.key_stage == str(topic_key_stage)):
|
|
matching_syllabus_node = syllabus_node
|
|
logger.debug(f"Found matching syllabus node: {syllabus_node.unique_id}")
|
|
break
|
|
|
|
if not matching_syllabus_node:
|
|
logger.warning(f"No key stage syllabus node found for subject {topic_subject} and key stage {topic_key_stage}, skipping topic creation")
|
|
continue
|
|
|
|
topic_node_unique_id = f"Topic_{matching_syllabus_node.unique_id}_{topic_row['TopicID']}"
|
|
topic_node = curriculum_nodes.TopicNode(
|
|
unique_id=topic_node_unique_id,
|
|
id=topic_row['TopicID'],
|
|
name=topic_row.get('TopicTitle', default_topic_values['topic_title']),
|
|
total_number_of_lessons_for_topic=str(topic_row.get('TotalNumberOfLessonsForTopic', default_topic_values['total_number_of_lessons_for_topic'])),
|
|
type=topic_row.get('TopicType', default_topic_values['topic_type']),
|
|
assessment_type=topic_row.get('TopicAssessmentType', default_topic_values['topic_assessment_type']),
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create topic node in curriculum database only
|
|
neon.create_or_merge_neontology_node(topic_node, database=curriculum_db_name, operation='merge')
|
|
node_library['topic_nodes'][topic_row['TopicID']] = topic_node
|
|
|
|
# Link topic to key stage syllabus as well as year group syllabus
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.KeyStageSyllabusIncludesTopic(source=matching_syllabus_node, target=topic_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.YearGroupSyllabusIncludesTopic(source=year_group_syllabus_node, target=topic_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created relationships between topic {topic_node_unique_id} and key stage syllabus {matching_syllabus_node.unique_id} and year group syllabus {year_group_syllabus_node_unique_id}")
|
|
|
|
# Process lessons for this topic only if not already processed
|
|
lessons_for_topic = lesson_df[
|
|
(lesson_df['TopicID'] == topic_row['TopicID']) &
|
|
(lesson_df['SyllabusSubject'] == topic_subject)
|
|
].copy()
|
|
lessons_for_topic.loc[:, 'Lesson'] = lessons_for_topic['Lesson'].astype(str)
|
|
lessons_for_topic = lessons_for_topic.sort_values('Lesson')
|
|
|
|
previous_lesson_node = None
|
|
for _, lesson_row in lessons_for_topic.iterrows():
|
|
if lesson_row['LessonID'] in lessons_processed:
|
|
continue
|
|
lessons_processed.add(lesson_row['LessonID'])
|
|
|
|
lesson_node = curriculum_nodes.TopicLessonNode(
|
|
unique_id=f"TopicLesson_{topic_node_unique_id}_{lesson_row['LessonID']}",
|
|
id=lesson_row['LessonID'],
|
|
name=lesson_row.get('LessonTitle', default_topic_lesson_values['topic_lesson_title']),
|
|
type=lesson_row.get('LessonType', default_topic_lesson_values['topic_lesson_type']),
|
|
length=str(lesson_row.get('SuggestedNumberOfPeriodsForLesson', default_topic_lesson_values['topic_lesson_length'])),
|
|
suggested_activities=str(lesson_row.get('SuggestedActivities', default_topic_lesson_values['topic_lesson_suggested_activities'])),
|
|
skills_learned=str(lesson_row.get('SkillsLearned', default_topic_lesson_values['topic_lesson_skills_learned'])),
|
|
weblinks=str(lesson_row.get('WebLinks', default_topic_lesson_values['topic_lesson_weblinks'])),
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create lesson node in curriculum database only
|
|
neon.create_or_merge_neontology_node(lesson_node, database=curriculum_db_name, operation='merge')
|
|
node_library['topic_lesson_nodes'][lesson_row['LessonID']] = lesson_node
|
|
|
|
# Link lesson to topic
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.TopicIncludesTopicLesson(source=topic_node, target=lesson_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created lesson node {lesson_node.unique_id} and relationship with topic {topic_node.unique_id}")
|
|
|
|
# Create sequential relationships between lessons
|
|
if lesson_row['Lesson'].isdigit() and previous_lesson_node:
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.TopicLessonFollowsTopicLesson(source=previous_lesson_node, target=lesson_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created sequential relationship between lessons {previous_lesson_node.unique_id} and {lesson_node.unique_id}")
|
|
previous_lesson_node = lesson_node
|
|
|
|
# Process learning statements for this lesson only if not already processed
|
|
statements_for_lesson = statement_df[
|
|
(statement_df['LessonID'] == lesson_row['LessonID']) &
|
|
(statement_df['SyllabusSubject'] == topic_subject)
|
|
]
|
|
for _, statement_row in statements_for_lesson.iterrows():
|
|
if statement_row['StatementID'] in statements_processed:
|
|
continue
|
|
statements_processed.add(statement_row['StatementID'])
|
|
statement_node = curriculum_nodes.LearningStatementNode(
|
|
unique_id=f"LearningStatement_{lesson_node.unique_id}_{statement_row['StatementID']}",
|
|
id=statement_row['StatementID'],
|
|
name=statement_row.get('LearningStatement', default_learning_statement_values['lesson_learning_statement']),
|
|
type=statement_row.get('StatementType', default_learning_statement_values['lesson_learning_statement_type']),
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create statement node in curriculum database only
|
|
neon.create_or_merge_neontology_node(statement_node, database=curriculum_db_name, operation='merge')
|
|
node_library['statement_nodes'][statement_row['StatementID']] = statement_node
|
|
|
|
# Link learning statement to lesson
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.LessonIncludesLearningStatement(source=lesson_node, target=statement_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created learning statement node {statement_node.unique_id} and relationship with lesson {lesson_node.unique_id}")
|
|
else:
|
|
logger.warning(f"No year group node found for year group {year_group}, skipping syllabus creation")
|
|
|
|
# After processing all year groups and their syllabuses, process any remaining topics
|
|
logger.info("Processing topics without year groups")
|
|
for _, topic_row in topic_df.iterrows():
|
|
if topic_row['TopicID'] in topics_processed:
|
|
continue
|
|
|
|
topic_subject = topic_row['SyllabusSubject']
|
|
topic_key_stage = topic_row['SyllabusKeyStage']
|
|
|
|
logger.debug(f"Processing topic {topic_row['TopicID']} for subject {topic_subject} and key stage {topic_key_stage} without year group")
|
|
|
|
# Find the key stage syllabus node
|
|
matching_syllabus_node = None
|
|
for syllabus_node in node_library['key_stage_syllabus_nodes'].values():
|
|
if (syllabus_node.subject_name == topic_subject and
|
|
syllabus_node.key_stage == str(topic_key_stage)):
|
|
matching_syllabus_node = syllabus_node
|
|
break
|
|
|
|
if not matching_syllabus_node:
|
|
logger.warning(f"No key stage syllabus node found for subject {topic_subject} and key stage {topic_key_stage}, skipping topic creation")
|
|
continue
|
|
|
|
topic_node_unique_id = f"Topic_{matching_syllabus_node.unique_id}_{topic_row['TopicID']}"
|
|
topic_node = curriculum_nodes.TopicNode(
|
|
unique_id=topic_node_unique_id,
|
|
id=topic_row['TopicID'],
|
|
name=topic_row.get('TopicTitle', default_topic_values['topic_title']),
|
|
total_number_of_lessons_for_topic=str(topic_row.get('TotalNumberOfLessonsForTopic', default_topic_values['total_number_of_lessons_for_topic'])),
|
|
type=topic_row.get('TopicType', default_topic_values['topic_type']),
|
|
assessment_type=topic_row.get('TopicAssessmentType', default_topic_values['topic_assessment_type']),
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create topic node in curriculum database only
|
|
neon.create_or_merge_neontology_node(topic_node, database=curriculum_db_name, operation='merge')
|
|
node_library['topic_nodes'][topic_row['TopicID']] = topic_node
|
|
topics_processed.add(topic_row['TopicID'])
|
|
|
|
# Link topic to key stage syllabus
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.KeyStageSyllabusIncludesTopic(source=matching_syllabus_node, target=topic_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created relationship between topic {topic_node_unique_id} and key stage syllabus {matching_syllabus_node.unique_id}")
|
|
|
|
# Process lessons for this topic
|
|
lessons_for_topic = lesson_df[
|
|
(lesson_df['TopicID'] == topic_row['TopicID']) &
|
|
(lesson_df['SyllabusSubject'] == topic_subject)
|
|
].copy()
|
|
lessons_for_topic.loc[:, 'Lesson'] = lessons_for_topic['Lesson'].astype(str)
|
|
lessons_for_topic = lessons_for_topic.sort_values('Lesson')
|
|
|
|
previous_lesson_node = None
|
|
for _, lesson_row in lessons_for_topic.iterrows():
|
|
if lesson_row['LessonID'] in lessons_processed:
|
|
continue
|
|
lessons_processed.add(lesson_row['LessonID'])
|
|
lesson_node = curriculum_nodes.TopicLessonNode(
|
|
unique_id=f"TopicLesson_{topic_node_unique_id}_{lesson_row['LessonID']}",
|
|
id=lesson_row['LessonID'],
|
|
name=lesson_row.get('LessonTitle', default_topic_lesson_values['topic_lesson_title']),
|
|
type=lesson_row.get('LessonType', default_topic_lesson_values['topic_lesson_type']),
|
|
length=str(lesson_row.get('SuggestedNumberOfPeriodsForLesson', default_topic_lesson_values['topic_lesson_length'])),
|
|
suggested_activities=str(lesson_row.get('SuggestedActivities', default_topic_lesson_values['topic_lesson_suggested_activities'])),
|
|
skills_learned=str(lesson_row.get('SkillsLearned', default_topic_lesson_values['topic_lesson_skills_learned'])),
|
|
weblinks=str(lesson_row.get('WebLinks', default_topic_lesson_values['topic_lesson_weblinks'])),
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create lesson node in curriculum database only
|
|
neon.create_or_merge_neontology_node(lesson_node, database=curriculum_db_name, operation='merge')
|
|
node_library['topic_lesson_nodes'][lesson_row['LessonID']] = lesson_node
|
|
|
|
# Link lesson to topic
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.TopicIncludesTopicLesson(source=topic_node, target=lesson_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created lesson node {lesson_node.unique_id} and relationship with topic {topic_node.unique_id}")
|
|
|
|
# Create sequential relationships between lessons
|
|
if lesson_row['Lesson'].isdigit() and previous_lesson_node:
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.TopicLessonFollowsTopicLesson(source=previous_lesson_node, target=lesson_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created sequential relationship between lessons {previous_lesson_node.unique_id} and {lesson_node.unique_id}")
|
|
previous_lesson_node = lesson_node
|
|
|
|
# Process learning statements for this lesson
|
|
statements_for_lesson = statement_df[
|
|
(statement_df['LessonID'] == lesson_row['LessonID']) &
|
|
(statement_df['SyllabusSubject'] == topic_subject)
|
|
]
|
|
for _, statement_row in statements_for_lesson.iterrows():
|
|
if statement_row['StatementID'] in statements_processed:
|
|
continue
|
|
statements_processed.add(statement_row['StatementID'])
|
|
statement_node = curriculum_nodes.LearningStatementNode(
|
|
unique_id=f"LearningStatement_{lesson_node.unique_id}_{statement_row['StatementID']}",
|
|
id=statement_row['StatementID'],
|
|
name=statement_row.get('LearningStatement', default_learning_statement_values['lesson_learning_statement']),
|
|
type=statement_row.get('StatementType', default_learning_statement_values['lesson_learning_statement_type']),
|
|
tldraw_snapshot=""
|
|
)
|
|
# Create statement node in curriculum database only
|
|
neon.create_or_merge_neontology_node(statement_node, database=curriculum_db_name, operation='merge')
|
|
node_library['statement_nodes'][statement_row['StatementID']] = statement_node
|
|
|
|
# Link learning statement to lesson
|
|
neon.create_or_merge_neontology_relationship(
|
|
curriculum_relationships.LessonIncludesLearningStatement(source=lesson_node, target=statement_node),
|
|
database=curriculum_db_name, operation='merge'
|
|
)
|
|
logger.info(f"Created learning statement node {statement_node.unique_id} and relationship with lesson {lesson_node.unique_id}")
|
|
|
|
return node_library |