// Copyright (c) Microsoft Corporation.
// Licensed under the MIT License.

import { ActionResultActivityContext, Entity } from "@typeagent/agent-sdk";
import { CachedImageWithDetails, extractRelevantExifTags } from "common-utils";
import { PromptSection } from "typechat";
import { RequestId } from "./interactiveIO.js";
import { normalizeParamString, PromptEntity } from "agent-cache";
import { SchemaCreator as sc, validateType } from "action-schema";
import { getAppAgentName } from "../internal.js";

type UserEntry = {
    role: "user";
    text: string;
    id?: RequestId;
    attachments?: CachedImageWithDetails[] | undefined;
};

type AssistantEntry = {
    role: "assistant";
    text: string;
    id?: RequestId;
    sourceSchemaName: string;
    entities?: Entity[] | undefined;
    additionalInstructions?: string[] | undefined;
    activityContext?: ActionResultActivityContext | undefined;
};

type ChatHistoryEntry = UserEntry | AssistantEntry;

type ChatHistoryInputAssistant = {
    text: string;
    source: string;
    entities?: Entity[];
    additionalInstructions?: string[];
    activityContext?: ActionResultActivityContext;
};

type ChatHistoryInputEntry = {
    user: string;
    assistant: ChatHistoryInputAssistant | ChatHistoryInputAssistant[];
};

function convertAssistantMessage(
    entries: ChatHistoryEntry[],
    message: ChatHistoryInputAssistant,
) {
    entries.push({
        role: "assistant",
        text: message.text,
        sourceSchemaName: message.source,
        entities: message.entities,
        additionalInstructions: message.additionalInstructions,
        activityContext: message.activityContext,
    });
}

function convertChatHistoryInputEntry(
    entries: ChatHistoryEntry[],
    message: ChatHistoryInputEntry,
) {
    entries.push({
        role: "user",
        text: message.user,
    });
    const assistant = message.assistant;
    if (Array.isArray(assistant)) {
        assistant.forEach((m) => convertAssistantMessage(entries, m));
    } else {
        convertAssistantMessage(entries, assistant);
    }
}

function convertChatHistoryInput(
    message: ChatHistoryInput,
): ChatHistoryEntry[] {
    const entries: ChatHistoryEntry[] = [];
    if (Array.isArray(message)) {
        message.forEach((m) => convertChatHistoryInputEntry(entries, m));
    } else {
        convertChatHistoryInputEntry(entries, message);
    }
    return entries;
}

export interface ChatHistory {
    // entries: ChatHistoryEntry[];
    enable(value: boolean): void;
    getTopKEntities(k: number): PromptEntity[];
    addUserEntry(
        text: string,
        id: string | undefined,
        attachments?: CachedImageWithDetails[],
    ): void;
    addAssistantEntry(
        text: string,
        id: string | undefined,
        sourceSchemaName: string,
        entities?: Entity[],
        additionalInstructions?: string[],
        activityContext?: ActionResultActivityContext,
    ): void;
    getCurrentInstructions(): string[] | undefined;
    getPromptSections(): PromptSection[];
    getLastActivityContextInfo():
        | {
              resultActivityContext: ActionResultActivityContext;
              sourceSchemaName: string;
          }
        | undefined;
    count(): number;
    delete(index: number): void;
    clear(): void;
    getStrings(): string[];
    export(): ChatHistoryInputEntry | ChatHistoryInputEntry[] | undefined;
    import(input: ChatHistoryInputEntry | ChatHistoryInputEntry[]): void;
}

export function createChatHistory(init: boolean): ChatHistory {
    let enabled = init;
    const entries: ChatHistoryEntry[] = [];
    return {
        enable(value: boolean) {
            enabled = value;
        },
        getPromptSections(maxChars = 2000) {
            const sections: PromptSection[] = [];
            // Find the last N that can fit the character quota
            let totalLength = 0;
            let i: number = entries.length - 1;
            // Get the range of sections that could be pushed on, NEWEST first
            while (i >= 0) {
                const nextLength = entries[i].text.length;
                if (nextLength + totalLength > maxChars) {
                    ++i;
                    break;
                }
                totalLength += nextLength;
                --i;
            }
            if (i < 0) {
                i = 0;
            }
            for (; i < entries.length; ++i) {
                const entry = entries[i];

                if (entry.text.length > 0) {
                    sections.push({ role: entry.role, content: entry.text });
                }

                if (
                    entry.role === "user" &&
                    entry.attachments &&
                    entry.attachments.length > 0
                ) {
                    for (const attachment of entry.attachments) {
                        sections.push({
                            role: entry.role,
                            content: [
                                {
                                    type: "text",
                                    text: attachment.storageLocation,
                                },
                            ],
                        });
                        sections.push({
                            role: entry.role,
                            content: [
                                {
                                    type: "text",
                                    text: `EXIF Tags: ${extractRelevantExifTags(attachment.exifTags)}`,
                                },
                            ],
                        });
                        sections.push({
                            role: entry.role,
                            content: [
                                {
                                    type: "image_url",
                                    image_url: {
                                        url: attachment.image,
                                        detail: "high",
                                    },
                                },
                            ],
                        });
                    }
                }
            }
            return sections;
        },
        getCurrentInstructions(): string[] | undefined {
            const instructions: string[] = [];
            if (entries.length === 0) {
                return undefined;
            }
            let i = entries.length - 1;
            if (entries[i].role === "user") {
                i--;
            }
            while (i >= 0) {
                const entry = entries[i];
                if (entry.role === "user") {
                    break;
                }
                if (entry.additionalInstructions) {
                    instructions.push(...entry.additionalInstructions);
                }
                i--;
            }
            return instructions.length > 0 ? instructions : undefined;
        },
        getLastActivityContextInfo() {
            if (entries.length === 0) {
                return undefined;
            }
            const last = entries[entries.length - 1];
            return last.role === "assistant" &&
                last.activityContext !== undefined
                ? {
                      sourceSchemaName: last.sourceSchemaName,
                      resultActivityContext: last.activityContext,
                  }
                : undefined;
        },
        addUserEntry(
            text: string,
            id: string | undefined,
            attachments?: CachedImageWithDetails[],
        ): void {
            if (enabled) {
                entries.push({
                    role: "user",
                    text,
                    id,
                    attachments,
                });
            }
        },
        addAssistantEntry(
            text: string,
            id: string | undefined,
            sourceSchemaName: string,
            entities?: Entity[],
            additionalInstructions?: string[],
            activityContext?: ActionResultActivityContext,
        ): void {
            if (enabled) {
                entries.push({
                    role: "assistant",
                    text,
                    id,
                    sourceSchemaName,
                    entities: structuredClone(entities), // make a copy so that it doesn't get modified by others later.
                    additionalInstructions,
                    activityContext: structuredClone(activityContext),
                });
            }
        },
        getTopKEntities(k: number): PromptEntity[] {
            const uniqueEntities = new Map<string, PromptEntity[]>();
            let found = 0;
            const result: PromptEntity[][] = [];
            // loop over entries from last to first
            for (let i = entries.length - 1; i >= 0; i--) {
                const entry = entries[i];
                if (entry.role === "user" || entry.entities === undefined) {
                    continue;
                }
                const appAgentName = getAppAgentName(entry.sourceSchemaName);
                const promptEntities: PromptEntity[] = [];
                for (const entity of entry.entities) {
                    // Multiple entities may have the same name ('Design meeting') but different
                    // entity instances. E.g. {Design meeting, on 9/12} vs {Design meeting, on 9/19}

                    // LLM like to correct/change casing.  Normalize for look up.
                    const normalizedName = normalizeParamString(entity.name);
                    const uniqueIndex = `${normalizedName}.${entity.type}`;
                    let existing = uniqueEntities.get(uniqueIndex);
                    const promptEntity: PromptEntity = {
                        ...entity,
                        sourceAppAgentName: appAgentName,
                    };
                    if (existing) {
                        if (
                            existing.some(
                                (e) =>
                                    e.sourceAppAgentName === appAgentName &&
                                    e.uniqueId === entity.uniqueId,
                            )
                        ) {
                            // Duplicate
                            continue;
                        }

                        existing.push(promptEntity);
                    } else {
                        uniqueEntities.set(uniqueIndex, [promptEntity]);
                    }
                    promptEntities.push(promptEntity);
                    found++;
                    // Continue to finish all the entity for this entry even when we have enough
                }
                result.unshift(promptEntities);
                // Stop if we have more then enough
                if (found >= k) {
                    break;
                }
            }
            return result.flat();
        },
        count(): number {
            return entries.length;
        },
        delete(index: number): void {
            if (index < 0 || index >= entries.length) {
                throw new Error(
                    `The supplied index (${index}) is outside the range of available indices (0, ${entries.length})`,
                );
            }
            if (isNaN(index)) {
                throw new Error(
                    `The supplied value '${index}' is not a valid index.`,
                );
            }

            entries.splice(index, 1);
        },
        clear(): void {
            entries.length = 0;
        },
        getStrings(): string[] {
            return entries.map(
                (entry, index) =>
                    `${index}: ${JSON.stringify(entry, undefined, 2)}`,
            );
        },
        export(): ChatHistoryInputEntry | ChatHistoryInputEntry[] | undefined {
            const input: ChatHistoryInputEntry[] = [];
            let currInput: ChatHistoryInputEntry | undefined = undefined;
            for (const entry of entries) {
                if (entry.role === "user") {
                    if (currInput !== undefined) {
                        input.push(currInput);
                    }
                    currInput = {
                        user: entry.text,
                        assistant: [],
                    };
                } else if (currInput !== undefined) {
                    const assistantEntry: ChatHistoryInputAssistant = {
                        text: entry.text,
                        source: entry.sourceSchemaName,
                    };
                    if (entry.entities) {
                        assistantEntry.entities = structuredClone(
                            entry.entities,
                        );
                    }
                    if (entry.additionalInstructions) {
                        assistantEntry.additionalInstructions =
                            entry.additionalInstructions;
                    }
                    if (entry.activityContext) {
                        assistantEntry.activityContext = entry.activityContext;
                    }
                    (currInput.assistant as any).push(assistantEntry);
                }
            }
            if (input.length === 0) {
                return currInput;
            }
            if (currInput !== undefined) {
                input.push(currInput);
            }
            return input.length === 1 ? input[0] : input;
        },
        import(input: ChatHistoryInput): void {
            entries.push(...convertChatHistoryInput(input));
        },
    };
}

const assistantInputSchema = sc.obj({
    text: sc.string(),
    source: sc.string(),
    entities: sc.optional(
        sc.array(
            sc.obj({
                name: sc.string(),
                type: sc.array(sc.string()),
                uniqueId: sc.optional(sc.string()),
            }),
        ),
    ),
    additionalInstructions: sc.optional(sc.array(sc.string())),
    activityContext: sc.optional(
        sc.obj({
            activityName: sc.string(),
            description: sc.string(),
            openLocalView: sc.optional(sc.boolean()),
            state: sc.optional(sc.any()),
            activityEndAction: sc.optional(sc.any()),
        }),
    ),
});

const messageInputSchema = sc.obj({
    user: sc.string(),
    assistant: sc.union(assistantInputSchema, sc.array(assistantInputSchema)),
});

const chatHistoryInputSchema = sc.union(
    messageInputSchema,
    sc.array(messageInputSchema),
);

export type ChatHistoryInput = ChatHistoryInputEntry | ChatHistoryInputEntry[];
export function isChatHistoryInput(data: any): data is ChatHistoryInput {
    try {
        validateType(chatHistoryInputSchema, data);
        return true;
    } catch {
        return false;
    }
}
