defmodule Cmd.Index do @behaviour Cmd defstruct [ :opts, :indexer, :project ] @impl Cmd def spec do [ index: [ name: "index", about: "Index a project", options: [ directory: [ value_name: "DIR", long: "--dir", short: "-d", help: "Directory to index (required for first index or reindex after moving the project)", required: false ], project: [ value_name: "PROJECT", long: "--project", short: "-p", help: "Project name", required: true ], workers: [ value_name: "WORKERS", long: "--workers", short: "-w", help: "Limits the number of concurrent OpenAI requests", parser: :integer, default: Cmd.default_workers() ], exclude: [ value_name: "FILE", long: "--exclude", short: "-x", help: "Exclude a file, directory, or glob from being indexed; this is stored in the project's configuration and used on subsequent indexes", multiple: true ] ], flags: [ reindex: [ long: "--reindex", short: "-r", help: "Reindex the project", default: false ], quiet: [ long: "--quiet", short: "-Q", help: "Suppress the progress bar, instead logging files as they are indexed", required: false, default: false ] ] ] ] end @impl Cmd def run(opts, _subcommands, _unknown) do opts |> new() |> perform_task() end def perform_task(idx) do UI.info("Project", idx.project.name) UI.info("Workers", Application.get_env(:fnord, :workers) |> to_string()) UI.info(" Root", idx.project.source_root) UI.info( "Exclude", case idx.project.exclude do nil -> "None" globs -> Enum.join(globs, " | ") end ) index_project(idx) end def new(opts) do project_name = Map.get(opts, :project) project = project_name |> Store.get_project() |> Store.Project.save_settings( Map.get(opts, :directory), Map.get(opts, :exclude) ) |> Store.Project.make_default_for_session() if is_nil(project.source_root) do raise """ Error: the project root was not found in the settings file. This can happen under the following circumstances: - the first index of a project - the first index reindexing after moving the project directory - the first index after the upgrade that made --dir optional """ end %__MODULE__{ opts: opts, indexer: Indexer.impl(), project: project } end # ---------------------------------------------------------------------------- # Indexing process # ---------------------------------------------------------------------------- defp reindex?(idx), do: Map.get(idx.opts, :reindex, false) def index_project(%{project: project} = idx) do project = if reindex?(idx) do Store.Project.delete(project) UI.report_step("Burned all of the old data to the ground to force a full reindex!") project else UI.spin("Deleting missing and newly excluded files from index", fn -> {project, deleted} = Store.Project.delete_missing_files(project) count = Enum.count(deleted) {"Deleted #{count} file(s) from the index", project} end) end {project, all_files} = UI.spin("Scanning project files", fn -> {project, files} = Store.Project.source_files(project) count = files |> Enum.to_list() |> Enum.count() {"There are #{count} indexable file(s) in project", {project, files}} end) stale_files = UI.spin("Identifying stale files", fn -> files = all_files |> Stream.filter(&Store.Project.Entry.is_stale?/1) |> Enum.to_list() {"Identified #{Enum.count(files)} stale file(s) to index", files} end) total = Enum.count(all_files) count = Enum.count(stale_files) if count == 0 do UI.warn("No files to index in #{project.name}") else UI.spin("Indexing #{count} / #{total} files", fn -> stale_files |> UI.async_stream(&process_entry(&1), "Indexing") |> Enum.to_list() {"All file indexing tasks complete", :ok} end) end end defp process_entry(entry) do with {:ok, contents} <- Store.Project.Entry.read_source_file(entry), {:ok, summary, outline} <- get_derivatives(entry.file, contents), {:ok, embeddings} <- get_embeddings(entry.file, summary, outline, contents), :ok <- Store.Project.Entry.save(entry, summary, outline, embeddings) do # If :quiet is true, the progress bar will be absent, so instead, we'll # emit debug logs to stderr. The user can control whether those are # displayed by setting LOGGER_LEVEL. if Application.get_env(:fnord, :quiet) do UI.debug("✓ #{entry.file}") end :ok else {:error, reason} -> UI.warn("Error processing #{entry.file}", inspect(reason)) end end defp get_derivatives(file, file_contents) do summary_task = Task.async(fn -> get_summary(file, file_contents) end) outline_task = Task.async(fn -> get_outline(file, file_contents) end) with {:ok, summary} <- Task.await(summary_task, :infinity), {:ok, outline} <- Task.await(outline_task, :infinity) do {:ok, summary, outline} end end defp get_outline(file, file_contents) do Indexer.impl().get_outline(file, file_contents) end defp get_summary(file, file_contents) do Indexer.impl().get_summary(file, file_contents) end defp get_embeddings(file, summary, outline, file_contents) do to_embed = """ # File `#{file}` ## Summary #{summary} ## Outline #{outline} ## Contents ``` #{file_contents} ``` """ Indexer.impl().get_embeddings(to_embed) end end