package vllm

import (
	"bytes"
	"context"
	"encoding/json"
	"fmt"
	"io"
	"net/http"
	"net/url"
	"strings"
	"time"

	"iop/apps/node/internal/runtime"
)

func messagesFromInput(input map[string]any) []vllmMessage {
	if raw, ok := input["messages"].([]any); ok {
		out := make([]vllmMessage, 0, len(raw))
		for _, item := range raw {
			m, ok := item.(map[string]any)
			if !ok {
				continue
			}
			role, _ := m["role"].(string)
			content, _ := m["content"].(string)
			toolCallID, _ := m["tool_call_id"].(string)
			toolCalls := anySlice(m["tool_calls"])
			role = strings.TrimSpace(role)
			content = strings.TrimSpace(content)
			toolCallID = strings.TrimSpace(toolCallID)
			if role == "" || (content == "" && len(toolCalls) == 0) {
				continue
			}
			out = append(out, vllmMessage{
				Role:       role,
				Content:    content,
				ToolCalls:  toolCalls,
				ToolCallID: toolCallID,
			})
		}
		if len(out) > 0 {
			return out
		}
	}
	if prompt := strings.TrimSpace(stringInput(input, "prompt")); prompt != "" {
		return []vllmMessage{{Role: "user", Content: prompt}}
	}
	return nil
}

func emitError(ctx context.Context, sink runtime.EventSink, runID, msg string) error {
	return sink.Emit(ctx, runtime.RuntimeEvent{
		RunID:     runID,
		Type:      runtime.EventTypeError,
		Error:     msg,
		Timestamp: time.Now(),
	})
}

func (v *Vllm) doChatCompletion(ctx context.Context, body []byte) (*http.Response, error) {
	req, err := http.NewRequestWithContext(ctx, http.MethodPost, joinURL(v.endpoint, "/v1/chat/completions"), bytes.NewReader(body))
	if err != nil {
		return nil, fmt.Errorf("build request: %w", err)
	}
	req.Header.Set("Content-Type", "application/json")
	return v.client.Do(req)
}

func isAutoToolChoiceUnsupportedError(errorBody string) bool {
	errorBody = strings.ToLower(errorBody)
	return strings.Contains(errorBody, "auto") &&
		strings.Contains(errorBody, "tool choice") &&
		isToolCallingUnsupportedError(errorBody)
}

func isToolCallingUnsupportedError(errorBody string) bool {
	errorBody = strings.ToLower(errorBody)
	return strings.Contains(errorBody, "enable-auto-tool-choice") ||
		strings.Contains(errorBody, "tool-call-parser")
}

func forcedToolChoiceForSingleTool(tools any) (map[string]any, bool) {
	items, ok := tools.([]any)
	if !ok || len(items) != 1 {
		return nil, false
	}
	tool, ok := items[0].(map[string]any)
	if !ok {
		return nil, false
	}
	name := ""
	if fn, ok := tool["function"].(map[string]any); ok {
		name, _ = fn["name"].(string)
	}
	if name == "" {
		name, _ = tool["name"].(string)
	}
	name = strings.TrimSpace(name)
	if name == "" {
		return nil, false
	}
	return map[string]any{
		"type": "function",
		"function": map[string]any{
			"name": name,
		},
	}, true
}

func textToolFallbackChatRequest(req vllmChatRequest, errorBody string) (vllmChatRequest, bool) {
	if !isToolCallingUnsupportedError(errorBody) {
		return vllmChatRequest{}, false
	}
	instruction, ok := textToolFallbackInstruction(req.Tools)
	if !ok {
		return vllmChatRequest{}, false
	}
	next := req
	next.Tools = nil
	next.ToolChoice = nil
	next.Messages = prependTextToolFallbackInstruction(req.Messages, instruction)
	return next, true
}

func prependTextToolFallbackInstruction(messages []vllmMessage, instruction string) []vllmMessage {
	system := vllmMessage{Role: "system", Content: instruction}
	out := make([]vllmMessage, 0, len(messages)+1)
	for _, msg := range messages {
		if strings.EqualFold(strings.TrimSpace(msg.Role), "system") {
			system.Content = joinTextToolFallbackSystemContent(system.Content, msg.Content)
			continue
		}
		out = append(out, msg)
	}
	return append([]vllmMessage{system}, out...)
}

func joinTextToolFallbackSystemContent(first, next string) string {
	first = strings.TrimSpace(first)
	next = strings.TrimSpace(next)
	switch {
	case first == "":
		return next
	case next == "":
		return first
	default:
		return first + "\n\n" + next
	}
}

func textToolFallbackInstruction(tools any) (string, bool) {
	items, ok := anyItems(tools)
	if !ok || len(items) == 0 {
		return "", false
	}
	encoded, err := json.Marshal(items)
	if err != nil {
		return "", false
	}
	return "Tool calls must be emitted as plain text because this backend does not support native OpenAI tool calling. When a tool is needed, respond with exactly one tool call and no markdown:\n" +
		"<tool_call>\n<function=TOOL_NAME>\n<parameter=PARAMETER_NAME>JSON_VALUE</parameter>\n</function>\n</tool_call>\n" +
		"run_commands executes from the client workspace root. Do not prepend cd to an absolute workspace path unless the user explicitly asks to operate in a different directory; prefer current-workspace commands such as git status.\n" +
		"Use valid JSON for each parameter value and follow the supplied parameter schema. Available tools JSON: " + string(encoded), true
}

func anyItems(value any) ([]any, bool) {
	switch v := value.(type) {
	case []any:
		return v, true
	default:
		encoded, err := json.Marshal(v)
		if err != nil {
			return nil, false
		}
		var out []any
		if err := json.Unmarshal(encoded, &out); err != nil {
			return nil, false
		}
		return out, true
	}
}

func completeEvent(runID, finishReason string, usage *runtime.UsageStats, outputTokens int, toolCalls []any, textToolFallback bool) runtime.RuntimeEvent {
	if usage == nil {
		usage = &runtime.UsageStats{OutputTokens: outputTokens}
	}
	var metadata map[string]string
	if finishReason != "" {
		metadata = map[string]string{"finish_reason": finishReason}
	}
	if textToolFallback {
		if metadata == nil {
			metadata = make(map[string]string, 2)
		}
		metadata[runtimeMetadataOpenAITextToolFallback] = "true"
	}
	if len(toolCalls) > 0 {
		if metadata == nil {
			metadata = make(map[string]string, 2)
		}
		if finishReason == "" {
			metadata["finish_reason"] = "tool_calls"
		}
		if encoded, err := json.Marshal(toolCalls); err == nil {
			metadata[runtimeMetadataOpenAIToolCalls] = string(encoded)
		}
	}
	return runtime.RuntimeEvent{
		RunID:     runID,
		Type:      runtime.EventTypeComplete,
		Message:   "vllm chat complete",
		Usage:     usage,
		Metadata:  metadata,
		Timestamp: time.Now(),
	}
}

func anySlice(v any) []any {
	if items, ok := v.([]any); ok {
		return items
	}
	return nil
}

func stringInput(input map[string]any, key string) string {
	if input == nil {
		return ""
	}
	if v, ok := input[key].(string); ok {
		return v
	}
	return ""
}

func joinURL(baseURL, path string) string {
	u, err := url.Parse(baseURL)
	if err != nil {
		return strings.TrimRight(baseURL, "/") + path
	}
	u.Path = strings.TrimRight(u.Path, "/") + path
	return u.String()
}

func readLimited(r io.Reader, limit int64) string {
	b, _ := io.ReadAll(io.LimitReader(r, limit))
	return strings.TrimSpace(string(b))
}