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Python

"""View model for the operator workbench.
This module is intentionally UI-focused: it does not change workflow rules, it
only prepares the data returned by operations_service for full-page and HTMX
partial rendering.
"""
from __future__ import annotations
from datetime import datetime, timezone
from typing import Any
from app.operations_service import get_operations_summary
from app.admin_ui.labels import primary_action_label, queue_label
from app.admin_ui.guidance import item_requires_fiscal_customer, work_item_blockers
# Legacy label kept for regression context: Ambíguas.
OPERATION_FILTERS = [
("all", "A fazer", "/operations?scope=all", "/operations/partials/work-items?scope=all"),
("bloqueadas", "Bloqueadas", "/operations?scope=bloqueadas", "/operations/partials/work-items?scope=bloqueadas"),
("ambiguas", "Associações por confirmar", "/operations?scope=ambiguas", "/operations/partials/work-items?scope=ambiguas"),
("atrasadas", "Atrasadas", "/operations?scope=atrasadas", "/operations/partials/work-items?scope=atrasadas"),
("vendas", "Vendas", "/operations?scope=vendas", "/operations/partials/work-items?scope=vendas"),
("financeiro", "Financeiro", "/operations?scope=financeiro", "/operations/partials/work-items?scope=financeiro"),
("logistica", "Logística", "/operations?scope=logistica", "/operations/partials/work-items?scope=logistica"),
("revisao", "Revisão", "/operations?scope=revisao", "/operations/partials/work-items?scope=revisao"),
("done", "Concluídas hoje", "/tasks?status=done", "/tasks/partials/list?status=done"),
]
def _is_numeric_reference(value: Any) -> bool:
value = str(value or "").strip()
return bool(value) and value.isdigit()
def is_classification_failed(item: dict[str, Any]) -> bool:
detail = str(item.get("detail") or "").casefold()
return "classificação da mensagem falhou" in detail or "classificacao da mensagem falhou" in detail
def has_no_commercial_opportunity(item: dict[str, Any]) -> bool:
reason = str(item.get("no_opportunity_reason") or "").strip()
action_code = str(item.get("action_code") or "").upper()
return bool(reason) or action_code in {"REVIEW_MANUALLY", "REMOVE_FROM_LIST", "IGNORE_SPAM", "NO_ACTION"}
def _looks_like_generic_label(value: str) -> bool:
value = " ".join(str(value or "").strip().casefold().split())
return value in {"", "geral", "cliente", "contacto", "sem nome"}
# Legacy label intentionally no longer used as primary title: "Contacto Chatwoot #".
# It is only suitable as technical metadata/fallback, not as operator identity.
def operation_card_title(item: dict[str, Any]) -> str:
if str(item.get("source") or "") == "outbox":
return str(item.get("customer_name") or item.get("title") or "Integração")
fiscal = str(item.get("fiscal_customer_name") or "").strip()
contact = str(item.get("contact_display_name") or "").strip()
customer = str(item.get("customer_name") or "").strip()
process_hint = str(item.get("process_customer_hint") or "").strip()
identity_status = str(item.get("contact_identity_status") or "").strip().lower()
if fiscal and not _is_numeric_reference(fiscal) and not _looks_like_generic_label(fiscal):
return fiscal
if identity_status == "unsafe" and process_hint and not _is_numeric_reference(process_hint):
return process_hint
if contact and not _is_numeric_reference(contact) and not _looks_like_generic_label(contact):
return contact
if customer and not _is_numeric_reference(customer) and not _looks_like_generic_label(customer):
return customer
if process_hint and not _is_numeric_reference(process_hint):
return process_hint
return "Contacto sem identificação"
def operation_card_subtitle(item: dict[str, Any]) -> str:
if is_classification_failed(item):
return "Classificação por rever"
reason = str(item.get("no_opportunity_reason") or "").strip()
if reason in {"system_or_bounce_message", "bounce_ignored"}:
return "Mensagem automática / bounce"
if reason:
return "Sem oportunidade comercial"
opportunity = str(item.get("opportunity_title") or "").strip()
if opportunity:
return opportunity
if str(item.get("source") or "") == "outbox":
return str(item.get("title") or "Integração")
if str(item.get("action_code") or "").upper() in {"REMOVE_FROM_LIST", "IGNORE_SPAM", "NO_ACTION"}:
return "Sem oportunidade comercial"
conv = str(item.get("conversation_id") or "").strip()
if operation_card_title(item) == "Contacto sem identificação" and conv:
return f"Conversa Chatwoot #{conv}"
return "Sem oportunidade associada"
def operation_has_useful_details(item: dict[str, Any]) -> bool:
if str(item.get("source") or "") == "outbox":
return True
if str(item.get("opportunity_id") or "").strip():
return True
if str(item.get("fiscal_customer_name") or "").strip():
return True
if item_requires_fiscal_customer(item):
return True
if work_item_blockers(item):
return True
return False
def operation_card_detail(item: dict[str, Any]) -> str:
if is_classification_failed(item):
return "O sistema não conseguiu classificar com segurança. Abrir no Chatwoot e escolher a ação correta."
reason = str(item.get("no_opportunity_reason") or "").strip()
if reason in {"system_or_bounce_message", "bounce_ignored"}:
return "Mensagem automática detetada. Não entra no fluxo operacional."
if reason == "send_info_without_clear_commercial_intent":
return "Responder sem criar oportunidade até existir intenção comercial clara."
return str(item.get("detail") or item.get("request_text") or "").strip()
def operation_status_chip(item: dict[str, Any]) -> str:
if is_association_review(item):
return "associação por confirmar"
if str(item.get("action_code") or "").upper() == "REVIEW_RECONSTRUCTED_PROCESS":
return "validação obrigatória"
blockers = work_item_blockers(item)
if blockers:
return "bloqueada"
if is_high_priority(item):
return "prioridade alta"
if has_no_commercial_opportunity(item):
return "sem oportunidade comercial"
return "normal"
def is_association_review(item: dict[str, Any]) -> bool:
linking = str(item.get("opportunity_linking_status") or "").lower()
code = str(item.get("action_code") or "").upper()
return linking in {"ambiguous", "review_required"} or code == "ASSOCIATE_OPPORTUNITY"
def is_ambiguous(item: dict[str, Any]) -> bool:
return is_association_review(item)
def _parse_dt(value: Any) -> datetime | None:
if not value:
return None
if isinstance(value, str):
try:
dt = datetime.fromisoformat(value.replace("Z", "+00:00"))
except ValueError:
return None
else:
dt = value
if getattr(dt, "tzinfo", None) is None:
dt = dt.replace(tzinfo=timezone.utc)
return dt
def is_scheduled_for_future(item: dict[str, Any]) -> bool:
action_code = str(item.get("action_code") or "").upper()
if not action_code.startswith("FOLLOW_UP_"):
return False
due_dt = _parse_dt(item.get("due_at"))
return bool(due_dt and due_dt > datetime.now(timezone.utc))
def is_overdue(item: dict[str, Any]) -> bool:
due_dt = _parse_dt(item.get("due_at"))
if due_dt is not None:
return due_dt < datetime.now(timezone.utc)
created_dt = _parse_dt(item.get("created_at"))
if not created_dt:
return False
queue = str(item.get("queue") or "").lower()
hours = {"suporte": 2, "vendas": 4, "financeiro": 8, "operacoes": 24, "logistica": 24, "rever": 24}.get(queue, 24)
return (datetime.now(timezone.utc) - created_dt).total_seconds() > hours * 3600
def operation_due_label(item: dict[str, Any], *, now: datetime | None = None) -> str:
now = now or datetime.now(timezone.utc)
due_dt = _parse_dt(item.get("due_at"))
if due_dt is not None:
seconds = (due_dt - now).total_seconds()
days = int(abs(seconds) // 86400)
hours = max(1, int(abs(seconds) // 3600))
if seconds < 0:
if days >= 1:
return f"Vencida há {days} dia(s)"
return f"Vencida há {hours} h"
if days >= 1:
return f"Vence em {days} dia(s)"
return f"Vence em {hours} h"
created_dt = _parse_dt(item.get("created_at"))
if created_dt is None:
return "Sem prazo"
age_seconds = max((now - created_dt).total_seconds(), 0)
age_days = int(age_seconds // 86400)
if age_days >= 1:
return f"Criada há {age_days} dia(s)"
return f"Criada há {max(1, int(age_seconds // 3600))} h"
def operation_value(item: dict[str, Any]) -> float:
for key in ("opportunity_value_amount", "amount", "total_amount"):
try:
value = float(item.get(key) or 0)
except (TypeError, ValueError):
continue
if value > 0:
return value
return 0.0
def operation_queue_label(item: dict[str, Any]) -> str:
return queue_label(item.get("queue"))
def operation_priority_reason(item: dict[str, Any]) -> str:
if is_association_review(item):
return "Bloqueia a ligação segura do processo"
if str(item.get("action_code") or "").upper() == "REVIEW_RECONSTRUCTED_PROCESS":
return "Validação necessária antes de ação sensível"
if is_overdue(item):
return "Prazo ultrapassado"
if str(item.get("source") or "").lower() == "outbox":
return "Integração exige intervenção"
if str(item.get("queue") or "").lower() == "suporte":
return "Cliente aguarda resposta de suporte"
value = operation_value(item)
if value > 0 and str(item.get("queue") or "").lower() in {"financeiro", "vendas"}:
return f"Impacto comercial/financeiro de {value:.2f} EUR"
return "Prioridade definida pela fila operacional"
def is_high_priority(item: dict[str, Any]) -> bool:
status = str(item.get("status") or "").lower()
source = str(item.get("source") or "").lower()
queue = str(item.get("queue") or "").lower()
action_code = str(item.get("action_code") or "").upper()
priority = str(item.get("priority") or "").lower()
if is_ambiguous(item):
return True
if source == "outbox" and status in {"failed", "blocked", "stale"}:
return True
if is_overdue(item):
return True
if is_classification_failed(item):
return False
if queue == "marketing" or action_code in {"REMOVE_FROM_LIST", "IGNORE_SPAM", "NO_ACTION", "REVIEW_MANUALLY"}:
return False
if action_code in {"SEND_PROFORMA", "SEND_INVOICE", "CONFIRM_PAYMENT", "PREPARE_ORDER", "VALIDATE_PHYSICAL_ORDER", "CREATE_SHIPMENT"}:
return priority in {"alta", "high", "urgente", "critical"} or status in {"failed", "blocked"}
return priority in {"alta", "high", "urgente"} or status in {"failed", "blocked"}
def is_blocked(item: dict[str, Any]) -> bool:
status = str(item.get("status") or "").lower()
source = str(item.get("source") or "").lower()
return status in {"failed", "blocked", "stale"} or source == "outbox" or bool(work_item_blockers(item))
def operation_item_matches_scope(item: dict[str, Any], scope: str) -> bool:
queue = str(item.get("queue") or "").lower()
action_code = str(item.get("action_code") or "").upper()
scope = str(scope or "all").strip().lower()
if scope in {"", "all", "todas"}:
return True
if scope == "bloqueadas":
return is_blocked(item)
if scope in {"ambiguas", "ambíguas"}:
return is_ambiguous(item)
if scope == "atrasadas":
return is_overdue(item)
if scope == "logistica":
return queue in {"operacoes", "logistica", "logística"}
if scope == "revisao":
return queue in {"rever", "revisao", "revisão"} or action_code == "REVIEW_MANUALLY"
return queue == scope
def operation_primary_label(item: dict[str, Any]) -> str:
if is_classification_failed(item):
return "Rever mensagem"
if str(item.get("source") or "") == "outbox":
status = str(item.get("status") or "").lower()
return "Reprocessar" if status == "failed" else "Ver bloqueio"
if is_association_review(item):
source = str(item.get("source_system") or "").strip().lower()
if source == "jasmin":
return "Validar associação do documento"
if source == "odoo":
return "Validar associação da venda"
return "Validar associação"
return primary_action_label(item.get("action_code") or item.get("action_label"), fallback="Abrir")
def operation_origin_label(item: dict[str, Any]) -> str:
source = str(item.get("source_system") or item.get("source") or "").strip()
conv = str(item.get("conversation_id") or "").strip()
if conv:
return f"Chatwoot #{conv}"
if source:
return source
return "ClientFlow"
def build_operations_view_model(scope: str = "all", *, limit: int = 30) -> dict[str, Any]:
data = get_operations_summary(limit=limit)
counts = data.get("counts") or {}
scope = str(scope or "all").strip().lower()
work_items = list(data.get("work_items") or [])
visible_items = [item for item in work_items if operation_item_matches_scope(item, scope)]
high_items = [item for item in visible_items if is_high_priority(item)]
normal_items = [item for item in visible_items if not is_high_priority(item)]
review_total = int(counts.get("review_tasks", 0) or 0) + int(counts.get("communications_needs_review", 0) or 0)
blocked_total = int(counts.get("blocked_outbox", 0) or 0) + sum(1 for item in work_items if is_blocked(item))
ambiguous_total = sum(1 for item in work_items if is_association_review(item))
overdue_total = int(counts.get("overdue_tasks", 0) or 0) + sum(1 for item in work_items if item.get("source") == "outbox" and str(item.get("status") or "").lower() in {"failed", "stale"})
return {
"scope": scope,
"counts": counts,
"review_total": review_total,
"blocked_total": blocked_total,
"ambiguous_total": ambiguous_total,
"overdue_total": overdue_total,
"today_label": datetime.now(timezone.utc).strftime("%d/%m/%Y"),
"filters": OPERATION_FILTERS,
"visible_items": visible_items,
"high_items": high_items,
"normal_items": normal_items,
}