from __future__ import annotations

import json
from collections import Counter
from typing import Any, Dict, Iterable, List, Optional

from .models import SearchQuery, SearchResult
from .redmine import RedmineMapper


def print_count(store: Any, source: Optional[str], project: Optional[str], doc_type: Optional[str]) -> None:
    count = store.count_documents(source=source, project_identifier=project, doc_type=doc_type)
    print(count)


def print_list(store: Any, limit: int, source: Optional[str], project: Optional[str], doc_type: Optional[str], full_text: bool) -> None:
    documents = store.list_documents(limit=limit, source=source, project_identifier=project, doc_type=doc_type)
    for document in documents:
        print_document(document, full_text=full_text)


def print_search(search_service: Any, query_text: str, limit: int, source: Optional[str], project: Optional[str], doc_type: Optional[str], full_text: bool) -> None:
    query = SearchQuery(
        text=query_text,
        source=source,
        project_identifier=project,
        doc_type=doc_type,
        limit=limit,
        include_snippets=not full_text,
    )
    for result in search_service.search(query):
        print_result(result, full_text=full_text)


def print_show(search_service: Any, document_id: str) -> None:
    document = search_service.get_document(document_id)
    if document is None:
        print(f"not found: {document_id}")
        return
    print_document(document, full_text=True)


def print_preview_redmine(source: Any, redmine_url: str, project: Optional[str], limit: int, full_text: bool) -> None:
    previous_project = getattr(source, "project_identifier", None)
    if project and hasattr(source, "project_identifier"):
        source.project_identifier = project
    try:
        mapper = RedmineMapper(redmine_url=redmine_url, project_identifier=project)
        documents = []
        for issue in source.recent_helpdesk_issues(limit):
            documents.extend(mapper.issue_to_documents(issue))
    finally:
        if hasattr(source, "project_identifier"):
            source.project_identifier = previous_project
    for document in documents:
        print_document({"id": document.id, "text": document.text, "payload": document.payload}, full_text=full_text)


def print_audit(store: Any, limit: int, source: Optional[str], project: Optional[str], doc_type: Optional[str], as_json: bool) -> None:
    documents = store.list_documents(limit=limit, source=source, project_identifier=project, doc_type=doc_type)
    report = audit_documents(documents)
    if as_json:
        print(json.dumps(report, sort_keys=True))
        return
    print(f"documents={report['total_documents']}")
    for name, count in sorted(report["doc_type_counts"].items()):
        print(f"doc_type {name}={count}")
    for name, count in sorted(report["project_counts"].items()):
        print(f"project {name}={count}")
    print(f"contact_metadata {report['contact_metadata_count']}/{report['total_documents']}")
    print(f"helpdesk_contact_metadata {report['helpdesk_contact_metadata_count']}/{report['helpdesk_documents']}")
    print(f"attachments={report['attachment_documents']}")
    for document_id in report["missing_helpdesk_contact_metadata"]:
        print(f"missing_contact {document_id}")
    for document_id in report["unexpected_attachment_documents"]:
        print(f"unexpected_attachment {document_id}")


def print_compare_redmine(store: Any, source: Any, redmine_url: str, project: Optional[str], limit: int, as_json: bool) -> None:
    preview_documents = preview_redmine_documents(source, redmine_url, project, limit)
    indexed_documents = store.list_documents(limit=max(5000, limit * 100), source="redmine", project_identifier=project)
    report = compare_documents(preview_documents, indexed_documents)
    if as_json:
        print(json.dumps(report, sort_keys=True))
        return
    print(f"preview_documents={report['preview_documents']}")
    print(f"indexed_documents={report['indexed_documents']}")
    for document_id in report["missing"]:
        print(f"missing {document_id}")
    for document_id in report["stale"]:
        print(f"stale {document_id}")
    for mismatch in report["contact_mismatches"]:
        print(f"contact_mismatch {mismatch['id']}")


def print_smoke_search(
    search_service: Any,
    project: Optional[str],
    email: str,
    issue_id: Optional[int],
    order_token: Optional[str],
    natural_query: str,
    as_json: bool,
) -> None:
    checks = smoke_search(search_service, project, email, issue_id, order_token, natural_query)
    report = {"project_identifier": project, "checks": checks}
    if as_json:
        print(json.dumps(report, sort_keys=True))
        return
    for check in checks:
        status = "PASS" if check["passed"] else "FAIL"
        print(f"{status} {check['kind']} {check['query']}")
        for result in check["results"]:
            payload = result["payload"]
            print(
                f"  {result['id']} score={result['score']:.4f} "
                f"doc_type={payload.get('doc_type')} issue={payload.get('issue_id')} "
                f"contact={contact_display(payload)} url={result['citation'].get('url')}"
            )


def audit_documents(documents: List[Dict[str, Any]]) -> Dict[str, Any]:
    doc_type_counts = Counter(str((document.get("payload") or {}).get("doc_type") or "unknown") for document in documents)
    project_counts = Counter(str((document.get("payload") or {}).get("project_identifier") or "unknown") for document in documents)
    missing_contact = []
    missing_helpdesk_contact = []
    contact_metadata_count = 0
    helpdesk_documents = 0
    helpdesk_contact_metadata_count = 0
    unexpected_attachments = []
    for document in documents:
        payload = document.get("payload") or {}
        doc_type = str(payload.get("doc_type") or "")
        has_contact = bool(payload.get("contact_id") and payload.get("contact_email"))
        has_helpdesk_ticket = bool(payload.get("has_helpdesk_ticket"))
        if has_contact:
            contact_metadata_count += 1
        elif doc_type in {"issue", "journal", "message", "contact"} and has_helpdesk_ticket:
            missing_contact.append(str(document.get("id")))
        if has_helpdesk_ticket:
            helpdesk_documents += 1
            if has_contact:
                helpdesk_contact_metadata_count += 1
            elif doc_type in {"issue", "journal", "message", "contact"}:
                missing_helpdesk_contact.append(str(document.get("id")))
        if doc_type == "attachment":
            unexpected_attachments.append(str(document.get("id")))
    return {
        "total_documents": len(documents),
        "doc_type_counts": dict(doc_type_counts),
        "project_counts": dict(project_counts),
        "contact_metadata_count": contact_metadata_count,
        "helpdesk_documents": helpdesk_documents,
        "helpdesk_contact_metadata_count": helpdesk_contact_metadata_count,
        "missing_contact_metadata": missing_contact,
        "missing_helpdesk_contact_metadata": missing_helpdesk_contact,
        "attachment_documents": len(unexpected_attachments),
        "unexpected_attachment_documents": unexpected_attachments,
    }


def preview_redmine_documents(source: Any, redmine_url: str, project: Optional[str], limit: int) -> List[Dict[str, Any]]:
    previous_project = getattr(source, "project_identifier", None)
    if project and hasattr(source, "project_identifier"):
        source.project_identifier = project
    try:
        mapper = RedmineMapper(redmine_url=redmine_url, project_identifier=project)
        documents = []
        for issue in source.recent_helpdesk_issues(limit):
            documents.extend(mapper.issue_to_documents(issue))
        return [{"id": document.id, "text": document.text, "payload": document.payload} for document in documents]
    finally:
        if hasattr(source, "project_identifier"):
            source.project_identifier = previous_project


def compare_documents(preview_documents: List[Dict[str, Any]], indexed_documents: List[Dict[str, Any]]) -> Dict[str, Any]:
    indexed_by_id = {str(document.get("id")): document for document in indexed_documents}
    missing = []
    stale = []
    contact_mismatches = []
    for preview in preview_documents:
        document_id = str(preview.get("id"))
        indexed = indexed_by_id.get(document_id)
        if indexed is None:
            missing.append(document_id)
            continue
        preview_payload = preview.get("payload") or {}
        indexed_payload = indexed.get("payload") or {}
        if preview_payload.get("source_hash") != indexed_payload.get("source_hash"):
            stale.append(document_id)
        contact_fields = ("contact_id", "contact_name", "contact_email", "contact_company")
        if any(preview_payload.get(field) != indexed_payload.get(field) for field in contact_fields):
            contact_mismatches.append({"id": document_id})
    return {
        "preview_documents": len(preview_documents),
        "indexed_documents": len(indexed_documents),
        "missing": missing,
        "stale": stale,
        "contact_mismatches": contact_mismatches,
    }


def smoke_search(
    search_service: Any,
    project: Optional[str],
    email: str,
    issue_id: Optional[int],
    order_token: Optional[str],
    natural_query: str,
) -> List[Dict[str, Any]]:
    checks = [run_smoke_query(search_service, "email", email, project, expected_email=email)]
    if issue_id is not None:
        checks.append(run_smoke_query(search_service, "issue", str(issue_id), project, expected_issue_id=issue_id))
    if order_token:
        checks.append(run_smoke_query(search_service, "order", order_token, project))
    if natural_query:
        checks.append(run_smoke_query(search_service, "natural", natural_query, project))
    return checks


def run_smoke_query(
    search_service: Any,
    kind: str,
    text: str,
    project: Optional[str],
    expected_email: Optional[str] = None,
    expected_issue_id: Optional[int] = None,
) -> Dict[str, Any]:
    query = SearchQuery(text=text, source="redmine", project_identifier=project, issue_id=expected_issue_id, limit=5)
    results = search_service.search(query)
    result_dicts = [result.to_dict(include_snippet=True) for result in results]
    passed = bool(result_dicts)
    if expected_email:
        passed = passed and any((result["payload"] or {}).get("contact_email") == expected_email for result in result_dicts)
    if expected_issue_id is not None:
        passed = passed and any((result["payload"] or {}).get("issue_id") == expected_issue_id for result in result_dicts)
    return {"kind": kind, "query": text, "passed": passed, "results": result_dicts}


def print_result(result: SearchResult, full_text: bool) -> None:
    print(f"{result.id} score={result.score:.4f}")
    print_metadata(result.payload)
    print(f"url={result.citation.get('url')}")
    print(result.text if full_text else snippet(result.text))
    print()


def print_document(document: Dict[str, Any], full_text: bool) -> None:
    payload = document.get("payload") or {}
    print(document.get("id"))
    print_metadata(payload)
    url = payload.get("redmine_url")
    if url:
        print(f"url={url}")
    print(document.get("text", "") if full_text else snippet(document.get("text", "")))
    print()


def print_metadata(payload: Dict[str, Any]) -> None:
    contact = contact_display(payload)
    fields = [
        ("source", payload.get("source")),
        ("doc_type", payload.get("doc_type")),
        ("issue", payload.get("issue_id")),
        ("project", payload.get("project_identifier")),
        ("contact", contact),
        ("created", payload.get("created_on")),
        ("updated", payload.get("updated_on")),
    ]
    print(" ".join(f"{name}={value}" for name, value in fields if value is not None))


def contact_display(payload: Dict[str, Any]) -> Optional[str]:
    contact_id = payload.get("contact_id")
    pieces = []
    if contact_id is not None:
        pieces.append(f"#{contact_id}")
    if payload.get("contact_name"):
        pieces.append(str(payload["contact_name"]))
    if payload.get("contact_email"):
        pieces.append(str(payload["contact_email"]))
    if payload.get("contact_company"):
        pieces.append(str(payload["contact_company"]))
    return " | ".join(pieces) if pieces else None


def snippet(text: str, max_chars: int = 240) -> str:
    compact = " ".join(text.split())
    if len(compact) <= max_chars:
        return compact
    return compact[: max_chars - 3].rstrip() + "..."