import base64
import os
from collections import defaultdict
from dataclasses import dataclass
from datetime import datetime
from pathlib import Path

from prompt_toolkit import prompt
from prompt_toolkit.completion import Completer, Completion
from prompt_toolkit.enums import EditingMode
from prompt_toolkit.history import FileHistory
from prompt_toolkit.key_binding import KeyBindings
from prompt_toolkit.lexers import PygmentsLexer
from prompt_toolkit.shortcuts import CompleteStyle, PromptSession
from prompt_toolkit.styles import Style
from pygments.lexers import MarkdownLexer, guess_lexer_for_filename
from pygments.token import Token
from pygments.util import ClassNotFound
from rich.console import Console
from rich.style import Style as RichStyle
from rich.text import Text

from .dump import dump  # noqa: F401
from .utils import is_image_file


@dataclass
class ConfirmGroup:
    preference: str = None
    show_group: bool = True

    def __init__(self, items=None):
        if items is not None:
            self.show_group = len(items) > 1


class AutoCompleter(Completer):
    def __init__(
        self, root, rel_fnames, addable_rel_fnames, commands, encoding, abs_read_only_fnames=None
    ):
        self.addable_rel_fnames = addable_rel_fnames
        self.rel_fnames = rel_fnames
        self.encoding = encoding
        self.abs_read_only_fnames = abs_read_only_fnames or []

        fname_to_rel_fnames = defaultdict(list)
        for rel_fname in addable_rel_fnames:
            fname = os.path.basename(rel_fname)
            if fname != rel_fname:
                fname_to_rel_fnames[fname].append(rel_fname)
        self.fname_to_rel_fnames = fname_to_rel_fnames

        self.words = set()

        self.commands = commands
        self.command_completions = dict()
        if commands:
            self.command_names = self.commands.get_commands()

        for rel_fname in addable_rel_fnames:
            self.words.add(rel_fname)

        for rel_fname in rel_fnames:
            self.words.add(rel_fname)

        all_fnames = [Path(root) / rel_fname for rel_fname in rel_fnames]
        if abs_read_only_fnames:
            all_fnames.extend(abs_read_only_fnames)

        for fname in all_fnames:
            try:
                with open(fname, "r", encoding=self.encoding) as f:
                    content = f.read()
            except (FileNotFoundError, UnicodeDecodeError, IsADirectoryError):
                continue
            try:
                lexer = guess_lexer_for_filename(fname, content)
            except ClassNotFound:
                continue
            tokens = list(lexer.get_tokens(content))
            self.words.update(token[1] for token in tokens if token[0] in Token.Name)

    def get_command_completions(self, text, words):
        candidates = []
        if len(words) == 1 and not text[-1].isspace():
            partial = words[0].lower()
            candidates = [cmd for cmd in self.command_names if cmd.startswith(partial)]
            return candidates

        if len(words) <= 1:
            return []
        if text[-1].isspace():
            return []

        cmd = words[0]
        partial = words[-1].lower()

        if cmd not in self.command_names:
            return

        if cmd not in self.command_completions:
            candidates = self.commands.get_completions(cmd)
            self.command_completions[cmd] = candidates
        else:
            candidates = self.command_completions[cmd]

        if candidates is None:
            return

        candidates = [word for word in candidates if partial in word.lower()]
        return candidates

    def get_completions(self, document, complete_event):
        text = document.text_before_cursor
        words = text.split()
        if not words:
            return

        if text[0] == "/":
            candidates = self.get_command_completions(text, words)
            if candidates is not None:
                for candidate in candidates:
                    yield Completion(candidate, start_position=-len(words[-1]))
                return

        candidates = self.words
        candidates.update(set(self.fname_to_rel_fnames))
        candidates = [
            (word, f"`{word}`" if word not in self.fname_to_rel_fnames else word)
            for word in candidates
        ]

        last_word = words[-1]
        for word_match, word_insert in candidates:
            if word_match.lower().startswith(last_word.lower()):
                rel_fnames = self.fname_to_rel_fnames.get(word_match, [])
                if rel_fnames:
                    for rel_fname in rel_fnames:
                        yield Completion(
                            rel_fname, start_position=-len(last_word), display=rel_fname
                        )
                else:
                    yield Completion(
                        word_insert, start_position=-len(last_word), display=word_match
                    )


class InputOutput:
    num_error_outputs = 0
    num_user_asks = 0

    def __init__(
        self,
        pretty=True,
        yes=None,
        input_history_file=None,
        chat_history_file=None,
        input=None,
        output=None,
        user_input_color="blue",
        tool_output_color=None,
        tool_error_color="red",
        encoding="utf-8",
        dry_run=False,
        llm_history_file=None,
        editingmode=EditingMode.EMACS,
    ):
        self.editingmode = editingmode
        no_color = os.environ.get("NO_COLOR")
        if no_color is not None and no_color != "":
            pretty = False

        self.user_input_color = user_input_color if pretty else None
        self.tool_output_color = tool_output_color if pretty else None
        self.tool_error_color = tool_error_color if pretty else None

        self.input = input
        self.output = output

        self.pretty = pretty
        if self.output:
            self.pretty = False

        self.yes = yes

        self.input_history_file = input_history_file
        self.llm_history_file = llm_history_file
        if chat_history_file is not None:
            self.chat_history_file = Path(chat_history_file)
        else:
            self.chat_history_file = None

        self.encoding = encoding
        self.dry_run = dry_run

        if pretty:
            self.console = Console()
        else:
            self.console = Console(force_terminal=False, no_color=True)

        current_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
        self.append_chat_history(f"\n# aider chat started at {current_time}\n\n")

    def read_image(self, filename):
        try:
            with open(str(filename), "rb") as image_file:
                encoded_string = base64.b64encode(image_file.read())
                return encoded_string.decode("utf-8")
        except FileNotFoundError:
            self.tool_error(f"{filename}: file not found error")
            return
        except IsADirectoryError:
            self.tool_error(f"{filename}: is a directory")
            return
        except Exception as e:
            self.tool_error(f"{filename}: {e}")
            return

    def read_text(self, filename):
        if is_image_file(filename):
            return self.read_image(filename)

        try:
            with open(str(filename), "r", encoding=self.encoding) as f:
                return f.read()
        except FileNotFoundError:
            self.tool_error(f"{filename}: file not found error")
            return
        except IsADirectoryError:
            self.tool_error(f"{filename}: is a directory")
            return
        except UnicodeError as e:
            self.tool_error(f"{filename}: {e}")
            self.tool_error("Use --encoding to set the unicode encoding.")
            return

    def write_text(self, filename, content):
        if self.dry_run:
            return
        with open(str(filename), "w", encoding=self.encoding) as f:
            f.write(content)

    def get_input(
        self,
        root,
        rel_fnames,
        addable_rel_fnames,
        commands,
        abs_read_only_fnames=None,
        edit_format=None,
    ):
        if self.pretty:
            style = dict(style=self.user_input_color) if self.user_input_color else dict()
            self.console.rule(**style)
        else:
            print()

        rel_fnames = list(rel_fnames)
        show = ""
        if rel_fnames:
            show = " ".join(rel_fnames) + "\n"
        if edit_format:
            show += edit_format
        show += "> "

        inp = ""
        multiline_input = False

        if self.user_input_color:
            style = Style.from_dict(
                {
                    "": self.user_input_color,
                    "pygments.literal.string": f"bold italic {self.user_input_color}",
                }
            )
        else:
            style = None

        completer_instance = AutoCompleter(
            root,
            rel_fnames,
            addable_rel_fnames,
            commands,
            self.encoding,
            abs_read_only_fnames=abs_read_only_fnames,
        )

        while True:
            if multiline_input:
                show = ". "

            session_kwargs = {
                "message": show,
                "completer": completer_instance,
                "reserve_space_for_menu": 4,
                "complete_style": CompleteStyle.MULTI_COLUMN,
                "input": self.input,
                "output": self.output,
                "lexer": PygmentsLexer(MarkdownLexer),
            }
            if style:
                session_kwargs["style"] = style

            if self.input_history_file is not None:
                session_kwargs["history"] = FileHistory(self.input_history_file)

            kb = KeyBindings()

            @kb.add("escape", "c-m", eager=True)
            def _(event):
                event.current_buffer.insert_text("\n")

            session = PromptSession(
                key_bindings=kb, editing_mode=self.editingmode, **session_kwargs
            )
            line = session.prompt()

            if line and line[0] == "{" and not multiline_input:
                multiline_input = True
                inp += line[1:] + "\n"
                continue
            elif line and line[-1] == "}" and multiline_input:
                inp += line[:-1] + "\n"
                break
            elif multiline_input:
                inp += line + "\n"
            else:
                inp = line
                break

        print()
        self.user_input(inp)
        return inp

    def add_to_input_history(self, inp):
        if not self.input_history_file:
            return
        FileHistory(self.input_history_file).append_string(inp)
        # Also add to the in-memory history if it exists
        if hasattr(self, "session") and hasattr(self.session, "history"):
            self.session.history.append_string(inp)

    def get_input_history(self):
        if not self.input_history_file:
            return []

        fh = FileHistory(self.input_history_file)
        return fh.load_history_strings()

    def log_llm_history(self, role, content):
        if not self.llm_history_file:
            return
        timestamp = datetime.now().isoformat(timespec="seconds")
        with open(self.llm_history_file, "a", encoding=self.encoding) as log_file:
            log_file.write(f"{role.upper()} {timestamp}\n")
            log_file.write(content + "\n")

    def user_input(self, inp, log_only=True):
        if not log_only and self.pretty:
            style = dict(style=self.user_input_color) if self.user_input_color else dict()
            self.console.print(Text(inp), **style)

        prefix = "####"
        if inp:
            hist = inp.splitlines()
        else:
            hist = ["<blank>"]

        hist = f"  \n{prefix} ".join(hist)

        hist = f"""
{prefix} {hist}"""
        self.append_chat_history(hist, linebreak=True)

    # OUTPUT

    def ai_output(self, content):
        hist = "\n" + content.strip() + "\n\n"
        self.append_chat_history(hist)

    def confirm_ask(
        self, question, default="y", subject=None, explicit_yes_required=False, group=None
    ):
        self.num_user_asks += 1

        if group and not group.show_group:
            group = None

        valid_responses = ["yes", "no"]
        options = " (Y)es/(N)o"
        if group:
            if not explicit_yes_required:
                options += "/(A)ll"
                valid_responses.append("all")
            options += "/(S)kip all"
            valid_responses.append("skip")
        question += options + " [Yes]: "

        if subject:
            self.tool_output()
            if "\n" in subject:
                lines = subject.splitlines()
                max_length = max(len(line) for line in lines)
                padded_lines = [line.ljust(max_length) for line in lines]
                padded_subject = "\n".join(padded_lines)
                self.tool_output(padded_subject, bold=True)
            else:
                self.tool_output(subject, bold=True)

        if self.pretty and self.user_input_color:
            style = {"": self.user_input_color}
        else:
            style = dict()

        def is_valid_response(text):
            if not text:
                return True
            return text.lower() in valid_responses

        if self.yes is True:
            res = "n" if explicit_yes_required else "y"
        elif self.yes is False:
            res = "n"
        elif group and group.preference:
            res = group.preference
            self.user_input(f"{question}{res}", log_only=False)
        else:
            while True:
                res = prompt(
                    question,
                    style=Style.from_dict(style),
                )
                if not res:
                    res = "y"  # Default to Yes if no input
                    break
                res = res.lower()
                good = any(valid_response.startswith(res) for valid_response in valid_responses)
                if good:
                    break

                error_message = f"Please answer with one of: {', '.join(valid_responses)}"
                self.tool_error(error_message)

        res = res.lower()[0]

        if explicit_yes_required:
            is_yes = res == "y"
        else:
            is_yes = res in ("y", "a")

        is_all = res == "a" and group is not None and not explicit_yes_required
        is_skip = res == "s" and group is not None

        if group:
            if is_all and not explicit_yes_required:
                group.preference = "all"
            elif is_skip:
                group.preference = "skip"

        hist = f"{question.strip()} {res}"
        self.append_chat_history(hist, linebreak=True, blockquote=True)

        return is_yes

    def prompt_ask(self, question, default="", subject=None):
        self.num_user_asks += 1

        if subject:
            self.tool_output()
            self.tool_output(subject, bold=True)

        if self.pretty and self.user_input_color:
            style = Style.from_dict({"": self.user_input_color})
        else:
            style = None

        if self.yes is True:
            res = "yes"
        elif self.yes is False:
            res = "no"
        else:
            res = prompt(question + " ", default=default, style=style)

        hist = f"{question.strip()} {res.strip()}"
        self.append_chat_history(hist, linebreak=True, blockquote=True)
        if self.yes in (True, False):
            self.tool_output(hist)

        return res

    def tool_error(self, message="", strip=True):
        self.num_error_outputs += 1

        if message.strip():
            if "\n" in message:
                for line in message.splitlines():
                    self.append_chat_history(line, linebreak=True, blockquote=True, strip=strip)
            else:
                if strip:
                    hist = message.strip()
                else:
                    hist = message
                self.append_chat_history(hist, linebreak=True, blockquote=True)

        message = Text(message)
        style = dict(style=self.tool_error_color) if self.tool_error_color else dict()
        self.console.print(message, **style)

    def tool_output(self, *messages, log_only=False, bold=False):
        if messages:
            hist = " ".join(messages)
            hist = f"{hist.strip()}"
            self.append_chat_history(hist, linebreak=True, blockquote=True)

        if not log_only:
            messages = list(map(Text, messages))
            style = dict(color=self.tool_output_color) if self.tool_output_color else dict()
            style["reverse"] = bold
            style = RichStyle(**style)
            self.console.print(*messages, style=style)

    def append_chat_history(self, text, linebreak=False, blockquote=False, strip=True):
        if blockquote:
            if strip:
                text = text.strip()
            text = "> " + text
        if linebreak:
            if strip:
                text = text.rstrip()
            text = text + "  \n"
        if not text.endswith("\n"):
            text += "\n"
        if self.chat_history_file is not None:
            with self.chat_history_file.open("a", encoding=self.encoding) as f:
                f.write(text)
