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719 lines (640 loc) · 19.1 KB
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---@class CopilotChat.copilot.embed
---@field filename string
---@field filetype string
---@field prompt string?
---@field content string?
---@class CopilotChat.copilot.ask.opts
---@field selection string?
---@field embeddings table<CopilotChat.copilot.embed>?
---@field filename string?
---@field filetype string?
---@field start_row number?
---@field end_row number?
---@field system_prompt string?
---@field model string?
---@field temperature number?
---@field on_done nil|fun(response: string, token_count: number?):nil
---@field on_progress nil|fun(response: string):nil
---@field on_error nil|fun(err: string):nil
---@class CopilotChat.copilot.embed.opts
---@field model string?
---@field chunk_size number?
---@field on_done nil|fun(results: table):nil
---@field on_error nil|fun(err: string):nil
---@class CopilotChat.Copilot
---@field ask fun(self: CopilotChat.Copilot, prompt: string, opts: CopilotChat.copilot.ask.opts):nil
---@field embed fun(self: CopilotChat.Copilot, inputs: table, opts: CopilotChat.copilot.embed.opts):nil
---@field stop fun(self: CopilotChat.Copilot):boolean
---@field reset fun(self: CopilotChat.Copilot):boolean
---@field save fun(self: CopilotChat.Copilot, name: string, path: string):nil
---@field load fun(self: CopilotChat.Copilot, name: string, path: string):table
---@field running fun(self: CopilotChat.Copilot):boolean
---@field select_model fun(self: CopilotChat.Copilot, callback: fun(table):nil):nil
local log = require('plenary.log')
local curl = require('plenary.curl')
local utils = require('CopilotChat.utils')
local class = utils.class
local join = utils.join
local temp_file = utils.temp_file
local prompts = require('CopilotChat.prompts')
local tiktoken = require('CopilotChat.tiktoken')
local max_tokens = 8192
local timeout = 30000
local version_headers = {
['editor-version'] = 'Neovim/'
.. vim.version().major
.. '.'
.. vim.version().minor
.. '.'
.. vim.version().patch,
['editor-plugin-version'] = 'CopilotChat.nvim/2.0.0',
['user-agent'] = 'CopilotChat.nvim/2.0.0',
}
local function uuid()
local template = 'xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx'
return (
string.gsub(template, '[xy]', function(c)
local v = (c == 'x') and math.random(0, 0xf) or math.random(8, 0xb)
return string.format('%x', v)
end)
)
end
local function machine_id()
local length = 65
local hex_chars = '0123456789abcdef'
local hex = ''
for _ = 1, length do
hex = hex .. hex_chars:sub(math.random(1, #hex_chars), math.random(1, #hex_chars))
end
return hex
end
local function find_config_path()
local config = vim.fn.expand('$XDG_CONFIG_HOME')
if config and vim.fn.isdirectory(config) > 0 then
return config
elseif vim.fn.has('win32') > 0 then
config = vim.fn.expand('~/AppData/Local')
if vim.fn.isdirectory(config) > 0 then
return config
end
else
config = vim.fn.expand('~/.config')
if vim.fn.isdirectory(config) > 0 then
return config
end
end
end
local function get_cached_token()
-- loading token from the environment only in GitHub Codespaces
local token = os.getenv('GITHUB_TOKEN')
local codespaces = os.getenv('CODESPACES')
if token and codespaces then
return token
end
-- loading token from the file
local config_path = find_config_path()
if not config_path then
return nil
end
-- token can be sometimes in apps.json sometimes in hosts.json
local file_paths = {
config_path .. '/github-copilot/hosts.json',
config_path .. '/github-copilot/apps.json',
}
for _, file_path in ipairs(file_paths) do
if vim.fn.filereadable(file_path) == 1 then
local userdata = vim.fn.json_decode(vim.fn.readfile(file_path))
for key, value in pairs(userdata) do
if string.find(key, 'github.com') then
return value.oauth_token
end
end
end
end
return nil
end
local function generate_selection_message(filename, filetype, start_row, end_row, selection)
if not selection or selection == '' then
return ''
end
local content = selection
if start_row > 0 then
local lines = vim.split(selection, '\n')
local total_lines = #lines
local max_length = #tostring(total_lines)
for i, line in ipairs(lines) do
local formatted_line_number = string.format('%' .. max_length .. 'd', i - 1 + start_row)
lines[i] = formatted_line_number .. ': ' .. line
end
content = table.concat(lines, '\n')
end
return string.format('Active selection: `%s`\n```%s\n%s\n```', filename, filetype, content)
end
local function generate_embeddings_message(embeddings)
local files = {}
for _, embedding in ipairs(embeddings) do
local filename = embedding.filename
if not files[filename] then
files[filename] = {}
end
table.insert(files[filename], embedding)
end
local out = {
header = 'Open files:\n',
files = {},
}
for filename, group in pairs(files) do
table.insert(
out.files,
string.format(
'File: `%s`\n```%s\n%s\n```\n',
filename,
group[1].filetype,
table.concat(
vim.tbl_map(function(e)
return vim.trim(e.content)
end, group),
'\n'
)
)
)
end
return out
end
local function generate_ask_request(
history,
prompt,
embeddings,
selection,
system_prompt,
model,
temperature
)
local messages = {}
if system_prompt ~= '' then
table.insert(messages, {
content = system_prompt,
role = 'system',
})
end
for _, message in ipairs(history) do
table.insert(messages, message)
end
if embeddings and #embeddings.files > 0 then
table.insert(messages, {
content = embeddings.header .. table.concat(embeddings.files, ''),
role = 'system',
})
end
if selection ~= '' then
table.insert(messages, {
content = selection,
role = 'system',
})
end
table.insert(messages, {
content = prompt,
role = 'user',
})
return {
intent = true,
model = model,
n = 1,
stream = true,
temperature = temperature,
top_p = 1,
messages = messages,
}
end
local function generate_embedding_request(inputs, model)
return {
input = vim.tbl_map(function(input)
local out = ''
if input.prompt then
out = input.prompt .. '\n'
end
if input.content then
out = out
.. string.format(
'File: `%s`\n```%s\n%s\n```',
input.filename,
input.filetype,
input.content
)
end
return out
end, inputs),
model = model,
}
end
local function generate_headers(token, sessionid, machineid)
local headers = {
['authorization'] = 'Bearer ' .. token,
['x-request-id'] = uuid(),
['vscode-sessionid'] = sessionid,
['vscode-machineid'] = machineid,
['copilot-integration-id'] = 'vscode-chat',
['openai-organization'] = 'github-copilot',
['openai-intent'] = 'conversation-panel',
['content-type'] = 'application/json',
}
for key, value in pairs(version_headers) do
headers[key] = value
end
return headers
end
local Copilot = class(function(self, proxy, allow_insecure)
self.proxy = proxy
self.allow_insecure = allow_insecure
self.github_token = get_cached_token()
self.history = {}
self.token = nil
self.token_count = 0
self.sessionid = nil
self.machineid = machine_id()
self.current_job = nil
self.models_cache = nil
end)
function Copilot:with_auth(on_done, on_error)
if not self.github_token then
local msg =
'No GitHub token found, please use `:Copilot setup` to set it up from copilot.vim or copilot.lua'
log.error(msg)
if on_error then
on_error(msg)
end
return
end
if
not self.token or (self.token.expires_at and self.token.expires_at <= math.floor(os.time()))
then
local sessionid = uuid() .. tostring(math.floor(os.time() * 1000))
local url = 'https://api.github.com/copilot_internal/v2/token'
local headers = {
['authorization'] = 'token ' .. self.github_token,
['accept'] = 'application/json',
}
for key, value in pairs(version_headers) do
headers[key] = value
end
curl.get(url, {
timeout = timeout,
headers = headers,
proxy = self.proxy,
insecure = self.allow_insecure,
on_error = function(err)
err = 'Failed to get response: ' .. vim.inspect(err)
log.error(err)
if on_error then
on_error(err)
end
end,
callback = function(response)
if response.status ~= 200 then
local msg = 'Failed to authenticate: ' .. tostring(response.status)
log.error(msg)
if on_error then
on_error(msg)
end
return
end
self.sessionid = sessionid
self.token = vim.json.decode(response.body)
on_done()
end,
})
else
on_done()
end
end
--- Ask a question to Copilot
---@param prompt string: The prompt to send to Copilot
---@param opts CopilotChat.copilot.ask.opts: Options for the request
function Copilot:ask(prompt, opts)
opts = opts or {}
local embeddings = opts.embeddings or {}
local filename = opts.filename or ''
local filetype = opts.filetype or ''
local selection = opts.selection or ''
local start_row = opts.start_row or 0
local end_row = opts.end_row or 0
local system_prompt = opts.system_prompt or prompts.COPILOT_INSTRUCTIONS
local model = opts.model or 'gpt-4'
local temperature = opts.temperature or 0.1
local on_done = opts.on_done
local on_progress = opts.on_progress
local on_error = opts.on_error
log.debug('System prompt: ' .. system_prompt)
log.debug('Prompt: ' .. prompt)
log.debug('Embeddings: ' .. #embeddings)
log.debug('Filename: ' .. filename)
log.debug('Filetype: ' .. filetype)
log.debug('Selection: ' .. selection)
log.debug('Model: ' .. model)
log.debug('Temperature: ' .. temperature)
-- If we already have running job, cancel it and notify the user
if self.current_job then
self:stop()
end
local selection_message =
generate_selection_message(filename, filetype, start_row, end_row, selection)
local embeddings_message = generate_embeddings_message(embeddings)
-- Count tokens
self.token_count = self.token_count + tiktoken.count(prompt)
local current_count = 0
current_count = current_count + tiktoken.count(system_prompt)
current_count = current_count + tiktoken.count(selection_message)
if #embeddings_message.files > 0 then
local filtered_files = {}
current_count = current_count + tiktoken.count(embeddings_message.header)
for _, file in ipairs(embeddings_message.files) do
local file_count = current_count + tiktoken.count(file)
if file_count + self.token_count < max_tokens then
current_count = file_count
table.insert(filtered_files, file)
end
end
embeddings_message.files = filtered_files
end
local url = 'https://api.githubcopilot.com/chat/completions'
local body = vim.json.encode(
generate_ask_request(
self.history,
prompt,
embeddings_message,
selection_message,
system_prompt,
model,
temperature
)
)
-- Add the prompt to history after we have encoded the request
table.insert(self.history, {
content = prompt,
role = 'user',
})
local errored = false
local full_response = ''
self:with_auth(function()
local headers = generate_headers(self.token.token, self.sessionid, self.machineid)
self.current_job = curl
.post(url, {
timeout = timeout,
headers = headers,
body = temp_file(body),
proxy = self.proxy,
insecure = self.allow_insecure,
on_error = function(err)
err = 'Failed to get response: ' .. vim.inspect(err)
log.error(err)
if self.current_job and on_error then
on_error(err)
end
end,
stream = function(err, line)
if not line or errored then
return
end
if err or vim.startswith(line, '{"error"') then
err = 'Failed to get response: ' .. (err and vim.inspect(err) or line)
errored = true
log.error(err)
if self.current_job and on_error then
on_error(err)
end
return
end
line = line:gsub('data: ', '')
if line == '' then
return
elseif line == '[DONE]' then
log.trace('Full response: ' .. full_response)
self.token_count = self.token_count + tiktoken.count(full_response)
if self.current_job and on_done then
on_done(full_response, self.token_count + current_count)
end
table.insert(self.history, {
content = full_response,
role = 'assistant',
})
return
end
local ok, content = pcall(vim.json.decode, line, {
luanil = {
object = true,
array = true,
},
})
if not ok then
err = 'Failed parse response: \n' .. line .. '\n' .. vim.inspect(content)
log.error(err)
return
end
if not content.choices or #content.choices == 0 then
return
end
content = content.choices[1].delta.content
if not content then
return
end
if self.current_job and on_progress then
on_progress(content)
end
-- Collect full response incrementally so we can insert it to history later
full_response = full_response .. content
end,
})
:after(function()
self.current_job = nil
end)
end, on_error)
end
--- Fetch & allow model selection
---@param callback fun(table):nil
function Copilot:select_model(callback)
if self.models_cache ~= nil then
callback(self.models_cache)
return
end
local url = 'https://api.githubcopilot.com/models'
self:with_auth(function()
local headers = generate_headers(self.token.token, self.sessionid, self.machineid)
curl.get(url, {
timeout = timeout,
headers = headers,
proxy = self.proxy,
insecure = self.allow_insecure,
on_error = function(err)
err = 'Failed to get response: ' .. vim.inspect(err)
log.error(err)
end,
callback = function(response)
if response.status ~= 200 then
local msg = 'Failed to fetch models: ' .. tostring(response.status)
log.error(msg)
return
end
local models = vim.json.decode(response.body)['data']
local selections = {}
for _, model in ipairs(models) do
if model['capabilities']['type'] == 'chat' then
table.insert(selections, model['version'])
end
end
-- Remove duplicates from selection
local hash = {}
selections = vim.tbl_filter(function(model)
if not hash[model] then
hash[model] = true
return true
end
return false
end, selections)
self.models_cache = selections
callback(self.models_cache)
end,
})
end)
end
--- Generate embeddings for the given inputs
---@param inputs table<CopilotChat.copilot.embed>: The inputs to embed
---@param opts CopilotChat.copilot.embed.opts: Options for the request
function Copilot:embed(inputs, opts)
opts = opts or {}
local model = opts.model or 'copilot-text-embedding-ada-002'
local chunk_size = opts.chunk_size or 15
local on_done = opts.on_done
local on_error = opts.on_error
if not inputs or #inputs == 0 then
if on_done then
on_done({})
end
return
end
local url = 'https://api.githubcopilot.com/embeddings'
local chunks = {}
for i = 1, #inputs, chunk_size do
table.insert(chunks, vim.list_slice(inputs, i, i + chunk_size - 1))
end
local jobs = {}
for _, chunk in ipairs(chunks) do
local body = vim.json.encode(generate_embedding_request(chunk, model))
table.insert(jobs, function(resolve)
local headers = generate_headers(self.token.token, self.sessionid, self.machineid)
curl.post(url, {
timeout = timeout,
headers = headers,
body = temp_file(body),
proxy = self.proxy,
insecure = self.allow_insecure,
on_error = function(err)
err = 'Failed to get response: ' .. vim.inspect(err)
log.error(err)
resolve()
end,
callback = function(response)
if not response then
resolve()
return
end
if response.status ~= 200 then
local err = 'Failed to get response: ' .. vim.inspect(response)
log.error(err)
resolve()
return
end
local ok, content = pcall(vim.json.decode, response.body, {
luanil = {
object = true,
array = true,
},
})
if not ok then
local err = vim.inspect(content)
log.error('Failed parse response: ' .. err)
resolve()
return
end
resolve(content.data)
end,
})
end)
end
self:with_auth(function()
join(function(results)
local out = {}
for chunk_i, chunk_result in ipairs(results) do
if chunk_result then
for _, embedding in ipairs(chunk_result) do
local input = chunks[chunk_i][embedding.index + 1]
table.insert(out, vim.tbl_extend('keep', input, embedding))
end
end
end
if on_done then
on_done(out)
end
end, jobs)
end, on_error)
end
--- Stop the running job
function Copilot:stop()
if self.current_job then
local job = self.current_job
self.current_job = nil
job:shutdown()
return true
end
return false
end
--- Reset the history and stop any running job
function Copilot:reset()
local stopped = self:stop()
self.history = {}
self.token_count = 0
return stopped
end
--- Save the history to a file
---@param name string: The name to save the history to
---@param path string: The path to save the history to
function Copilot:save(name, path)
local history = vim.json.encode(self.history)
path = vim.fn.expand(path)
vim.fn.mkdir(path, 'p')
path = path .. '/' .. name .. '.json'
local file = io.open(path, 'w')
if not file then
log.error('Failed to save history to ' .. path)
return
end
file:write(history)
file:close()
log.info('Saved Copilot history to ' .. path)
end
--- Load the history from a file
---@param name string: The name to load the history from
---@param path string: The path to load the history from
---@return table
function Copilot:load(name, path)
path = vim.fn.expand(path) .. '/' .. name .. '.json'
local file = io.open(path, 'r')
if not file then
return {}
end
local history = file:read('*a')
file:close()
self.history = vim.json.decode(history, {
luanil = {
object = true,
array = true,
},
})
log.info('Loaded Copilot history from ' .. path)
return self.history
end
--- Check if there is a running job
---@return boolean
function Copilot:running()
return self.current_job ~= nil
end
return Copilot