--- title: "logtree" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{logtree} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- ```{r, include = FALSE} knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ``` ```{r setup} library(logtree) ``` logtree renders nested process execution as a live, colored tree in the console: tree connectors, status glyphs, and elapsed time per step. Nesting depth is tracked via frame-exit handlers, so it never desynchronizes, even when a step errors partway through. ## Basic nesting `log_step()` opens a step and automatically closes it when the calling function returns -- normally, via an early `return()`, or because an error propagated through it. Nesting composes for free: a step opened inside another step is automatically indented one level deeper, with no coordination needed between the two functions. ```{r} logtree_reset() load_config <- function() { log_step("Load config") log_info("Reading config.yml") log_success("Validated 12 parameters") } pipeline <- function() { log_step("Pipeline") load_config() } pipeline() ``` ## Leaf lines and status elevation `log_info()` and `log_success()` are plain leaf lines. `log_warn()` and `log_error()` additionally elevate the *enclosing* step's status, so its close line renders the elevated glyph even though the function that opened it returns normally. ```{r} logtree_reset() fetch_articles <- function() { log_step("Fetching articles") log_info("Connecting to API") log_warn("Retry 1/3 due to timeout") log_success("Fetched 1,204 articles") } fetch_articles() ``` ## Handling uncaught errors with `with_logging()` If a step's code actually throws, wrap the run in `with_logging()`. Every step still open at the moment of the error is flagged as failed before the stack unwinds, the error is logged as a leaf line, a run summary prints, and the error is rethrown -- `with_logging()` never silently swallows it. ```{r} logtree_reset() run_classifier <- function() { with_logging({ log_step("Classifying") stop("model timeout after 30s") }) } tryCatch(run_classifier(), error = function(e) invisible(NULL)) ``` Even *without* `with_logging()`, depth tracking still unwinds correctly on an uncaught error -- the step just renders as dimmed/interrupted rather than retroactively painted red, since there was no handler installed to catch the condition and flag it before the stack unwound. ```{r} logtree_reset() risky <- function() { log_step("risky") stop("boom") } tryCatch(risky(), error = function(e) invisible(NULL)) ``` ## Grouping `log_step(label, group = value)` collapses adjacent steps that share the same `value` under one synthetic header, instead of nesting each step on its own. Here several files belong to the same dataset, so each dataset becomes a header and its files sit underneath. The group stays open across calls with a matching value and only closes -- as a sibling, with its own status aggregated from its members -- once a step with a different value (or a plain ungrouped step) appears at the same level, or the enclosing step finishes. Grouping is strictly adjacency-based: the same value recurring later, after something else has closed the group, opens a fresh one rather than reusing the old header. Pass a bare `value` to use it as both the match key and the header, or `c(name = value)` to show a fixed `name` while still grouping on `value`. ```{r} logtree_reset() load_file <- function(dataset, file) { log_step(file, group = dataset) log_info("Reading rows") log_success("Merged into dataset") } import_datasets <- function() { log_step("Import datasets") load_file("sales", "2023.csv") load_file("sales", "2024.csv") load_file("returns", "2024.csv") } import_datasets() ``` ## Themes Three built-in presets are available: `"unicode"` (default), `"ascii"` (safe for log files, CI, and non-UTF-8 terminals), and `"emoji"`. Every glyph is overridable, and switching themes never breaks column alignment, since each glyph declares its own rendered width rather than having that width measured from the string. ```{r} logtree_theme("ascii") pipeline() logtree_theme("unicode") ``` Individual glyph slots can be overridden with `overrides` -- a named list keyed by slot, each element holding only the fields to change (everything else is kept from the active theme): ```{r} logtree_theme("unicode", overrides = list( success = list(glyph = "*", color = c("green", "bold")), group = list(bracket = TRUE) )) pipeline() logtree_theme("unicode") ``` **Accepted slots** (valid names in an `overrides` list): | Slot | Applies to | Fields it accepts | | ---- | ---------- | ----------------- | | `step` | open / running step glyph | `glyph`, `width`, `color` | | `info` | `log_info()` leaf | `glyph`, `width`, `color` | | `debug` | `log_debug()` leaf | `glyph`, `width`, `color` | | `success` | success glyph (clean close, `log_success()`) | `glyph`, `width`, `color` | | `warning` | `log_warn()` / elevated step glyph | `glyph`, `width`, `color` | | `error` | `log_error()` / elevated step glyph | `glyph`, `width`, `color` | | `interrupted` | abnormal-exit (dimmed) glyph | `glyph`, `width`, `color` | | `group` | group header marker | `glyph`, `color`, `bracket` | | `branch` | child connector (`├─`) | `glyph`, `color` | | `corner` | close-line connector (`└─`) | `glyph`, `color` | | `pipe` | vertical rail (`│`) | `glyph`, `color` | **Accepted fields** (valid names inside a slot): | Field | Type | Accepted values | | ----- | ---- | --------------- | | `glyph` | `character(1)` | Any string, including `""`. | | `width` | `integer(1)` | Rendered display width of the glyph (`1` normal, `2` emoji/wide). Sets column alignment; status slots only. | | `color` | `character` / `NULL` | One or more cli styles, or `NULL`. Named (`"red"`, `"cyan"`, ...), bright (`"br_red"`), backgrounds (`"bg_blue"`), styles (`"bold"`, `"dim"`, `"italic"`), or hex (`"#ff8800"`). A vector combines them, e.g. `c("red", "bold")`. | | `bracket` | `logical(1)` | `group` slot only. `TRUE` wraps the header name in `< >`. | ## Output sinks The console sink is always on. `logtree_sink_file()` adds a plain-text or NDJSON file sink; every logged event fans out to all active sinks simultaneously. ```{r} log_path <- tempfile(fileext = ".log") logtree_sink_file(log_path, format = "text") logtree_reset() pipeline() writeLines(readLines(log_path)) ``` ## Verbosity `logtree_threshold()` sets the minimum leaf-line level to render (`"debug"`, `"info"`, `"warn"`, `"error"`). Step open/close lines always render regardless of verbosity, since hiding them would break the tree structure; a suppressed `log_warn()`/`log_error()` still elevates the enclosing step's close glyph. ```{r} logtree_threshold("warn") fetch_articles() logtree_threshold("info") ``` `log_debug()` is the most verbose level, for fine-grained diagnostic detail. It's hidden by default (verbosity is `"info"`) and only shown when `logtree_threshold("debug")` is called. Like `log_info()` and `log_success()`, it does not elevate the enclosing step's status. ```{r} logtree_reset() fetch_verbose <- function() { log_step("Fetching") log_debug("cache miss for key user:42") log_info("connecting to API") log_debug("request took 84ms") log_success("fetched 12 records") } # At default verbosity, debug lines are hidden fetch_verbose() # Raise verbosity to show debug lines logtree_threshold("debug") logtree_reset() fetch_verbose() logtree_threshold("info") ``` ## Integrating with the `logger` package If your codebase already uses the CRAN `logger` package () for logging, you can route those calls through `logtree` without rewriting them. Call `logtree_logger()` once near the top of your script: it registers `logtree`'s custom layout, pairs it with `logger::appender_void` (a no-op appender) so `logtree` does the rendering, and opens `logger`'s own threshold so that `logtree_threshold()` becomes the single gate on what is shown. ```{r, eval = requireNamespace("logger", quietly = TRUE)} logtree_reset() logtree_threshold("debug") # the only gate, now that logtree_logger() opened logger's ns <- "my_app" logtree_logger(namespace = ns) process_data <- function() { log_step("Processing data") logger::log_info("reading input file", namespace = ns) logger::log_debug("parsed 5,000 rows", namespace = ns) logger::log_success("transformation complete", namespace = ns) } process_data() ``` `logger` severities map onto logtree leaf levels: `FATAL`/`ERROR` become [log_error()], `WARN` becomes [log_warn()], `SUCCESS` becomes [log_success()], `INFO` becomes [log_info()], and `DEBUG`/`TRACE` both become [log_debug()] (logger has two debug-ish tiers, logtree has one). Note that `logger`'s own `log_threshold()` and `logtree_threshold()` are two independent gates applied on top of each other -- both apply simultaneously, which is intentional.