- Add functionality to add a default dictionary for configuration fields

- Correct entitlement processing
- Remove get_template functionality from ModelVariables, define it directly with LLM model definition in configuration file.
This commit is contained in:
Josako
2025-05-19 14:10:09 +02:00
parent d2a9092f46
commit 28aea85b10
15 changed files with 386 additions and 85 deletions

View File

@@ -28,69 +28,65 @@ def persist_business_events(log_entries):
Args:
log_entries: List of log event dictionaries to persist
"""
event_logs = []
for entry in log_entries:
event_log = BusinessEventLog(
timestamp=entry.pop('timestamp'),
event_type=entry.pop('event_type'),
tenant_id=entry.pop('tenant_id'),
trace_id=entry.pop('trace_id'),
span_id=entry.pop('span_id', None),
span_name=entry.pop('span_name', None),
parent_span_id=entry.pop('parent_span_id', None),
document_version_id=entry.pop('document_version_id', None),
document_version_file_size=entry.pop('document_version_file_size', None),
specialist_id=entry.pop('specialist_id', None),
specialist_type=entry.pop('specialist_type', None),
specialist_type_version=entry.pop('specialist_type_version', None),
chat_session_id=entry.pop('chat_session_id', None),
interaction_id=entry.pop('interaction_id', None),
environment=entry.pop('environment', None),
llm_metrics_total_tokens=entry.pop('llm_metrics_total_tokens', None),
llm_metrics_prompt_tokens=entry.pop('llm_metrics_prompt_tokens', None),
llm_metrics_completion_tokens=entry.pop('llm_metrics_completion_tokens', None),
llm_metrics_nr_of_pages=entry.pop('llm_metrics_nr_of_pages', None),
llm_metrics_total_time=entry.pop('llm_metrics_total_time', None),
llm_metrics_call_count=entry.pop('llm_metrics_call_count', None),
llm_interaction_type=entry.pop('llm_interaction_type', None),
message=entry.pop('message', None)
)
db.session.add(event_log)
event_logs.append(event_log)
# Perform a bulk insert of all entries
db.session.commit()
current_app.logger.info(f"Successfully persisted {len(event_logs)} business event logs")
tenant_id = event_logs[0].tenant_id
try:
event_logs = []
for entry in log_entries:
event_log = BusinessEventLog(
timestamp=entry.pop('timestamp'),
event_type=entry.pop('event_type'),
tenant_id=entry.pop('tenant_id'),
trace_id=entry.pop('trace_id'),
span_id=entry.pop('span_id', None),
span_name=entry.pop('span_name', None),
parent_span_id=entry.pop('parent_span_id', None),
document_version_id=entry.pop('document_version_id', None),
document_version_file_size=entry.pop('document_version_file_size', None),
specialist_id=entry.pop('specialist_id', None),
specialist_type=entry.pop('specialist_type', None),
specialist_type_version=entry.pop('specialist_type_version', None),
chat_session_id=entry.pop('chat_session_id', None),
interaction_id=entry.pop('interaction_id', None),
environment=entry.pop('environment', None),
llm_metrics_total_tokens=entry.pop('llm_metrics_total_tokens', None),
llm_metrics_prompt_tokens=entry.pop('llm_metrics_prompt_tokens', None),
llm_metrics_completion_tokens=entry.pop('llm_metrics_completion_tokens', None),
llm_metrics_nr_of_pages=entry.pop('llm_metrics_nr_of_pages', None),
llm_metrics_total_time=entry.pop('llm_metrics_total_time', None),
llm_metrics_call_count=entry.pop('llm_metrics_call_count', None),
llm_interaction_type=entry.pop('llm_interaction_type', None),
message=entry.pop('message', None)
)
event_logs.append(event_log)
license_period = LicensePeriodServices.find_current_license_period_for_usage(tenant_id)
except EveAIException as e:
current_app.logger.error(f"Failed to find license period for tenant {tenant_id}: {str(e)}")
raise e
# Perform a bulk insert of all entries
db.session.bulk_save_objects(event_logs)
db.session.commit()
current_app.logger.info(f"Successfully persisted {len(event_logs)} business event logs")
tenant_id = event_logs[0].tenant_id
lic_usage = None
if not license_period.license_usage:
lic_usage = LicenseUsage(
tenant_id=tenant_id,
license_period_id=license_period.id,
)
try:
license_period = LicensePeriodServices.find_current_license_period_for_usage(tenant_id)
except EveAIException as e:
current_app.logger.error(f"Failed to find license period for tenant {tenant_id}: {str(e)}")
return
lic_usage = None
if not license_period.license_usage:
lic_usage = LicenseUsage(
tenant_id=tenant_id,
license_period_id=license_period.id,
)
try:
db.session.add(lic_usage)
db.session.commit()
current_app.logger.info(f"Created new license usage for tenant {tenant_id}")
except SQLAlchemyError as e:
db.session.rollback()
current_app.logger.error(f"Error trying to create license usage for tenant {tenant_id}: {str(e)}")
return
else:
lic_usage = license_period.license_usage
db.session.add(lic_usage)
db.session.commit()
current_app.logger.info(f"Created new license usage for tenant {tenant_id}")
except SQLAlchemyError as e:
db.session.rollback()
current_app.logger.error(f"Error trying to create license usage for tenant {tenant_id}: {str(e)}")
raise e
else:
lic_usage = license_period.license_usage
process_logs_for_license_usage(tenant_id, lic_usage, event_logs)
except Exception as e:
current_app.logger.error(f"Failed to persist business event logs: {e}")
db.session.rollback()
process_logs_for_license_usage(tenant_id, lic_usage, event_logs)
def process_logs_for_license_usage(tenant_id, license_usage, logs):
@@ -103,12 +99,16 @@ def process_logs_for_license_usage(tenant_id, license_usage, logs):
interaction_completion_tokens_used = 0
interaction_total_tokens_used = 0
current_app.logger.info(f"Processing {len(logs)} logs for tenant {tenant_id}")
recalculate_storage = False
# Process each log
for log in logs:
# Case for 'Create Embeddings' event
current_app.logger.debug(f"Processing log for tenant {tenant_id}: {log.id} - {log.event_type} - {log.message}")
if log.event_type == 'Create Embeddings':
current_app.logger.debug(f"In Create Embeddings")
recalculate_storage = True
if log.message == 'Starting Trace for Create Embeddings':
embedding_mb_used += log.document_version_file_size
@@ -138,6 +138,13 @@ def process_logs_for_license_usage(tenant_id, license_usage, logs):
# Mark the log as processed by setting the license_usage_id
log.license_usage_id = license_usage.id
db.session.add(log)
current_app.logger.debug(f"Finished processing {len(logs)} logs for tenant {tenant_id}")
current_app.logger.debug(f"Embedding MB Used: {embedding_mb_used}")
current_app.logger.debug(f"Embedding Prompt Tokens Used: {embedding_prompt_tokens_used}")
current_app.logger.debug(f"Embedding Completion Tokens Used: {embedding_completion_tokens_used}")
current_app.logger.debug(f"Embedding Total Tokens Used: {embedding_total_tokens_used}")
# Update the LicenseUsage record with the accumulated values
license_usage.embedding_mb_used += embedding_mb_used
@@ -154,8 +161,6 @@ def process_logs_for_license_usage(tenant_id, license_usage, logs):
# Commit the updates to the LicenseUsage and log records
try:
db.session.add(license_usage)
for log in logs:
db.session.add(log)
db.session.commit()
except SQLAlchemyError as e:
db.session.rollback()