From f302f2ef62c5327155aa422fd547cfca1730efa6 Mon Sep 17 00:00:00 2001 From: serkor1 <77464572+serkor1@users.noreply.github.com> Date: Sun, 10 May 2026 18:51:04 +0200 Subject: [PATCH 1/6] :hammer: v0.9-2 --> v0.9-3 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index a75f7535..b165ba4a 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: talib Title: Interface to 'TA-Lib' for Technical Analysis and Candlestick Patterns -Version: 0.9-2 +Version: 0.9-3 Authors@R: c( person( given = "Serkan", From 9fc3f3e2e8c6f069e79720f6a7b6c212899de90b Mon Sep 17 00:00:00 2001 From: serkor1 <77464572+serkor1@users.noreply.github.com> Date: Fri, 15 May 2026 16:07:56 +0200 Subject: [PATCH 2/6] :hammer: Support cached builds * This commit introduces support for cached builds across installation runs for each pushed update. It supports ccache, sccache and distcc. At this stage its only tested for remote installs, but it *should* cover all edge-cases either way as the compiled library is otherwise the same. * This commit closes https://github.com/serkor1/ta-lib-R/issues/57 by implementing cached builds across installation runs. --- .github/workflows/remote-install.yaml | 109 +++++++++++++++++++++++++- configure | 20 +++++ configure.win | 36 ++++++++- 3 files changed, 160 insertions(+), 5 deletions(-) diff --git a/.github/workflows/remote-install.yaml b/.github/workflows/remote-install.yaml index 4ed686e0..9092bd2a 100644 --- a/.github/workflows/remote-install.yaml +++ b/.github/workflows/remote-install.yaml @@ -13,6 +13,7 @@ on: paths: - 'configure' - 'configure.win' + workflow_dispatch: concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} @@ -21,7 +22,9 @@ concurrency: permissions: read-all jobs: - R-CMD-check: + ## Vanilla remote install - verifies pak::pak("serkor1/ta-lib-R") + ## works on a clean runner with no compiler-wrapping in ~/.R/Makevars. + Remote-Install: runs-on: ${{ matrix.config.os }} name: ${{ matrix.config.os }} (${{ matrix.config.r }}) @@ -39,7 +42,7 @@ jobs: - {os: windows-latest, r: 'devel', http-user-agent: 'release'} - {os: windows-latest, r: 'release'} - {os: windows-latest, r: 'oldrel-1'} - + # Ubuntu - {os: ubuntu-latest, r: 'devel', http-user-agent: 'release'} - {os: ubuntu-latest, r: 'release'} @@ -72,3 +75,105 @@ jobs: - name: Calculate an indicator run: talib::bollinger_bands(talib::BTC) shell: Rscript {0} + + ## Remote install with ccache configured in ~/.R/Makevars - regression + ## guard for https://github.com/serkor1/ta-lib-R/issues/57, where installs + ## with `CC = ccache gcc` in Makevars hit + ## "/usr/bin/ccache: invalid option -- 'D'" because the configure script + ## passed `CMAKE_C_COMPILER=ccache` and CMake then invoked ccache with + ## raw `-D` definitions. + Remote-Install-ccache: + runs-on: ${{ matrix.config.os }} + + name: ${{ matrix.config.os }} (${{ matrix.config.r }}, ccache) + + strategy: + fail-fast: false + matrix: + config: + ## macOS + - {os: macos-latest, r: 'devel', http-user-agent: 'release'} + - {os: macos-latest, r: 'release'} + - {os: macos-latest, r: 'oldrel-1'} + + ## windows + - {os: windows-latest, r: 'devel', http-user-agent: 'release'} + - {os: windows-latest, r: 'release'} + - {os: windows-latest, r: 'oldrel-1'} + + # Ubuntu + - {os: ubuntu-latest, r: 'devel', http-user-agent: 'release'} + - {os: ubuntu-latest, r: 'release'} + - {os: ubuntu-latest, r: 'oldrel-1'} + + env: + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} + R_KEEP_PKG_SOURCE: yes + + steps: + - uses: actions/checkout@v4 + + - uses: r-lib/actions/setup-pandoc@v2 + + - uses: r-lib/actions/setup-r@v2 + with: + r-version: ${{ matrix.config.r }} + http-user-agent: ${{ matrix.config.http-user-agent }} + use-public-rspm: true + + - name: Install ccache (Linux) + if: runner.os == 'Linux' + run: sudo apt-get update && sudo apt-get install -y ccache + shell: bash + + - name: Install ccache (macOS) + if: runner.os == 'macOS' + run: brew install ccache + shell: bash + + - name: Install ccache (Windows) + if: runner.os == 'Windows' + run: choco install ccache -y --no-progress + shell: pwsh + + - uses: r-lib/actions/setup-r-dependencies@v2 + with: + extra-packages: any::pak any::plotly any::devtools any::roxygen2 + needs: check + + - name: Configure ~/.R/Makevars to use ccache + run: | + dir <- path.expand(file.path("~", ".R")) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) + name <- if (.Platform$OS.type == "windows") "Makevars.win" else "Makevars" + if (Sys.info()[["sysname"]] == "Darwin") { + cc <- "clang"; cxx <- "clang++" + } else { + cc <- "gcc"; cxx <- "g++" + } + path <- file.path(dir, name) + writeLines( + c(paste0("CC=ccache ", cc), + paste0("CXX=ccache ", cxx)), + path + ) + cat("--- ", path, " ---\n", sep = "") + cat(readLines(path), sep = "\n"); cat("\n") + shell: Rscript {0} + + - name: Reset ccache statistics + run: ccache --zero-stats + shell: bash + + - name: Install {talib} + run: pak::pak("serkor1/ta-lib-R") + shell: Rscript {0} + + - name: Show ccache statistics + if: always() + run: ccache -s + shell: bash + + - name: Calculate an indicator + run: talib::bollinger_bands(talib::BTC) + shell: Rscript {0} \ No newline at end of file diff --git a/configure b/configure index 4ff76bd4..66de6340 100755 --- a/configure +++ b/configure @@ -152,6 +152,25 @@ R_CXXFLAGS=$("$R_BIN" CMD config CXXFLAGS) R_CPPFLAGS=$("$R_BIN" CMD config CPPFLAGS) R_LDFLAGS=$("$R_BIN" CMD config LDFLAGS) +## Detect a compiler launcher (ccache/sccache/distcc) baked into +## R's CC/CXX by ~/.R/Makevars and hand it to CMake via +## CMAKE__COMPILER_LAUNCHER. Without this CMake invokes +## "ccache -Dfoo ..." directly and ccache misreads -D as its own +## debug-level flag (#57). +LAUNCHER_ARGS="" +case "$(basename "${R_CC_FULL%% *}")" in + ccache|sccache|distcc) + LAUNCHER_ARGS="$LAUNCHER_ARGS -DCMAKE_C_COMPILER_LAUNCHER=${R_CC_FULL%% *}" + R_CC_FULL="${R_CC_FULL#* }" + ;; +esac +case "$(basename "${R_CXX_FULL%% *}")" in + ccache|sccache|distcc) + LAUNCHER_ARGS="$LAUNCHER_ARGS -DCMAKE_CXX_COMPILER_LAUNCHER=${R_CXX_FULL%% *}" + R_CXX_FULL="${R_CXX_FULL#* }" + ;; +esac + ## details: ## R CMD config returns the compiler with leading flags baked in ## (e.g. "clang -arch x86_64" or "/opt/R/x86_64/bin/clang -arch @@ -440,6 +459,7 @@ if [ "$(( PREINSTALLED + FORCE_VENDOR ))" -ne 0 ]; then -DCMAKE_EXE_LINKER_FLAGS="$R_LDFLAGS" \ -DCMAKE_SHARED_LINKER_FLAGS="$R_LDFLAGS" \ $OSX_CMAKE_ARGS \ + $LAUNCHER_ARGS \ -DBUILD_DEV_TOOLS=OFF printf '%s\n' "$(success)" diff --git a/configure.win b/configure.win index 92fa48c8..2d71f88f 100755 --- a/configure.win +++ b/configure.win @@ -86,6 +86,25 @@ R_CXXFLAGS=$("$R_BIN" CMD config CXXFLAGS) R_CPPFLAGS=$("$R_BIN" CMD config CPPFLAGS) R_LDFLAGS=$("$R_BIN" CMD config LDFLAGS) +## Detect a compiler launcher (ccache/sccache/distcc) baked into +## R's CC/CXX by ~/.R/Makevars and hand it to CMake via +## CMAKE__COMPILER_LAUNCHER. Without this CMake invokes +## "ccache -Dfoo ..." directly and ccache misreads -D as its own +## debug-level flag (#57). +LAUNCHER_ARGS="" +case "$(basename "${R_CC_FULL%% *}")" in + ccache|sccache|distcc) + LAUNCHER_ARGS="$LAUNCHER_ARGS -DCMAKE_C_COMPILER_LAUNCHER=${R_CC_FULL%% *}" + R_CC_FULL="${R_CC_FULL#* }" + ;; +esac +case "$(basename "${R_CXX_FULL%% *}")" in + ccache|sccache|distcc) + LAUNCHER_ARGS="$LAUNCHER_ARGS -DCMAKE_CXX_COMPILER_LAUNCHER=${R_CXX_FULL%% *}" + R_CXX_FULL="${R_CXX_FULL#* }" + ;; +esac + R_CC=$(echo "$R_CC_FULL" | awk '{print $1}') R_CC_EXTRA=$(echo "$R_CC_FULL" | cut -s -d' ' -f2-) R_CXX=$(echo "$R_CXX_FULL" | awk '{print $1}') @@ -134,9 +153,18 @@ rm -rf "$TESTDIR" ## the configure script TALIB="src/ta-lib" ## use R's compiler for the conftest below, not a guessed `cc` -## which doesn't exist on stock Windows. Honour an explicit -## CC env var if the caller set one. -CC_BIN="${CC:-$R_CC}" +## which doesn't exist on stock Windows. Honour an explicit CC +## env var if the caller set one — but strip any compiler launcher +## (ccache/sccache/distcc) the same way we do for R_CC_FULL above. +## Otherwise CC="ccache gcc" gets quoted below as a single token +## and the shell reports "ccache gcc: command not found". +CC_PROBE="${CC:-}" +case "$(basename "${CC_PROBE%% *}")" in + ccache|sccache|distcc) + CC_PROBE="${CC_PROBE#* }" + ;; +esac +CC_BIN="${CC_PROBE:-$R_CC}" ## 1.1) determine processors ## for TA-Lib building @@ -265,6 +293,7 @@ if ! cmake -S "$TALIB" -B "$BUILDROOT/cmake" -G "$GEN" \ -DCMAKE_CXX_FLAGS="$R_CXX_EXTRA $R_CXXFLAGS $R_CPPFLAGS -w ${OPTFLAGS}" \ -DCMAKE_EXE_LINKER_FLAGS="$R_LDFLAGS" \ -DCMAKE_SHARED_LINKER_FLAGS="$R_LDFLAGS" \ + $LAUNCHER_ARGS \ -DBUILD_DEV_TOOLS=OFF then rm -rf "$BUILDROOT/cmake" @@ -281,6 +310,7 @@ then -DCMAKE_CXX_FLAGS="$R_CXX_EXTRA $R_CXXFLAGS $R_CPPFLAGS -w ${OPTFLAGS}" \ -DCMAKE_EXE_LINKER_FLAGS="$R_LDFLAGS" \ -DCMAKE_SHARED_LINKER_FLAGS="$R_LDFLAGS" \ + $LAUNCHER_ARGS \ -DBUILD_DEV_TOOLS=OFF then echo From 3abdfd2f1900be13cba79b436281d3abf1ab3cf2 Mon Sep 17 00:00:00 2001 From: Serkan Korkmaz <77464572+serkor1@users.noreply.github.com> Date: Sat, 16 May 2026 11:17:35 +0200 Subject: [PATCH 3/6] :books: Updated README (#60) * The README has been streamlined and now positions the {talib} relative to the upstream, and (implicitly) relative to the wider R ecosystem. * The usage examples have been equally weighted between charting and indicators in general, with a generally higher emphasis on the candlestick pattern recognition which is the primary differentiator against {TTR} --- README.md | 328 ++++++++++++---------- dev/README.Rmd | 270 +++++++++--------- man/figures/README-charting-1.png | Bin 95910 -> 0 bytes man/figures/README-charting-example-1.png | Bin 0 -> 104959 bytes man/figures/README-combined-1.png | Bin 125468 -> 0 bytes man/figures/README-ggplot2-1.png | Bin 115626 -> 0 bytes man/figures/README-hero-1.png | Bin 117321 -> 0 bytes 7 files changed, 318 insertions(+), 280 deletions(-) delete mode 100644 man/figures/README-charting-1.png create mode 100644 man/figures/README-charting-example-1.png delete mode 100644 man/figures/README-combined-1.png delete mode 100644 man/figures/README-ggplot2-1.png delete mode 100644 man/figures/README-hero-1.png diff --git a/README.md b/README.md index b2b2428b..5f978e87 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ -# {talib}: A Technical Analysis and Candlestick Pattern Library in R +# {talib}: Fast TA-Lib indicators and candlestick patterns for R @@ -16,163 +16,160 @@ status](https://www.r-pkg.org/badges/version/talib)](https://CRAN.R-project.org/ downloads](https://cranlogs.r-pkg.org/badges/last-month/talib?color=blue)](https://r-pkg.org/pkg/talib) -[{talib}](https://serkor1.github.io/ta-lib-R/) is an R package for -technical analysis, candlestick pattern recognition, and interactive -financial charting—built on the -[TA-Lib](https://github.com/TA-Lib/ta-lib) C library. It provides 67 -technical indicators, 61 candlestick patterns, and a composable charting -system powered by [{plotly}](https://github.com/plotly/plotly.R) and -[{ggplot2}](https://ggplot2.tidyverse.org/). All indicator computations -are implemented in C via `.Call()` for minimal overhead. +[{talib}](https://serkor1.github.io/ta-lib-R/) provides fast R bindings +to the [TA-Lib](https://github.com/TA-Lib/ta-lib) C library for OHLCV +data: technical indicators, candlestick pattern recognition, +rolling-window utilities, and composable financial charts. It is +designed for researchers, analysts, and quant developers who need +technical-analysis features in R without building a heavy dependency +stack. Core computations are executed in C through `.Call()`, while +charting support is available through optional +[{plotly}](https://github.com/plotly/plotly.R) and +[{ggplot2}](https://ggplot2.tidyverse.org/) integrations. -Alongside [{TTR}](https://github.com/joshuaulrich/TTR), -[{talib}](https://serkor1.github.io/ta-lib-R/) adds candlestick pattern -recognition and interactive charts to the R technical analysis -ecosystem. +The API covers 150+ [TA-Lib](https://github.com/TA-Lib/ta-lib)-backed +functions across momentum, overlap, volatility, volume, cycle, +price-transform, rolling-statistics, and candlestick-pattern families, +including 61 candlestick pattern detectors. -``` r -{ - ## create a candlestick chart - talib::chart(BTC, title = "Bitcoin (BTC)") +## Why {talib}? - ## overlay Bollinger Bands on - ## the price panel - talib::indicator(talib::bollinger_bands) +
- ## mark Engulfing candlestick - ## patterns on the chart - talib::indicator(talib::engulfing, data = BTC) +| Need | {talib} | +|:---------------------|:----------------------------------------------------------------------------------------| +| Technical indicators | TA-Lib-backed moving averages, momentum, volatility, volume, cycle, and overlap studies | +| Candlestick patterns | Built-in Japanese candlestick pattern recognition | +| OHLCV workflows | Works directly with open, high, low, close, and volume columns | +| Performance | Computation delegated to C routines through `.Call()` | +| Dependencies | Minimal required R dependencies; plotting packages are optional | +| Charts | Composable financial charts with optional `{plotly}` and `{ggplot2}` support | - ## add RSI and volume as - ## separate sub-panels - talib::indicator(talib::RSI) - talib::indicator(talib::trading_volume) -} -``` +
- +## Installation[^1] -## Indicators +Install the release version from CRAN: -Every indicator follows the same interface: pass an OHLCV `data.frame` -or `matrix` and get the same type back. The return type always matches -the input. +``` r +install.packages("talib") +``` + +Install the development version from GitHub: ``` r -## compute Bollinger Bands -## on BTC OHLCV data -tail( - talib::bollinger_bands(BTC) -) -#> UpperBand MiddleBand LowerBand -#> 2024-12-26 01:00:00 100487.38 96698.61 92909.83 -#> 2024-12-27 01:00:00 100670.65 96512.96 92355.27 -#> 2024-12-28 01:00:00 100632.13 96581.91 92531.69 -#> 2024-12-29 01:00:00 99628.77 95576.60 91524.43 -#> 2024-12-30 01:00:00 96403.53 94231.31 92059.09 -#> 2024-12-31 01:00:00 95441.13 93774.23 92107.34 +pak::pak("serkor1/ta-lib-R") ``` -## Candlestick Patterns +## Quick start -{talib} recognizes 61 candlestick patterns—from single-candle formations -like Doji and Hammer to multi-candle patterns like Morning Star and -Three White Soldiers. Each pattern returns a normalized score: `1` -(bullish), `-1` (bearish), or `0` (no pattern). +All functions provide S3 methods for ``, ``, +and—where applicable—`` inputs. The general convention is +simple: the output uses the same container type as the input. ``` r -## detect Engulfing patterns: -## 1 = bullish, -1 = bearish, 0 = none +## calculate the +## relative strength index +relative_strength_index <- talib::RSI( + talib::BTC +) + +## display results tail( - talib::engulfing(BTC) + relative_strength_index ) -#> CDLENGULFING -#> 2024-12-26 01:00:00 -1 -#> 2024-12-27 01:00:00 0 -#> 2024-12-28 01:00:00 0 -#> 2024-12-29 01:00:00 -1 -#> 2024-12-30 01:00:00 0 -#> 2024-12-31 01:00:00 0 +#> RSI +#> 2024-12-26 01:00:00 46.48851 +#> 2024-12-27 01:00:00 43.85488 +#> 2024-12-28 01:00:00 45.93888 +#> 2024-12-29 01:00:00 43.12301 +#> 2024-12-30 01:00:00 41.47686 +#> 2024-12-31 01:00:00 43.37358 ``` -## Charts - -Charts are built in two steps: `chart()` creates the price chart, then -`indicator()` layers on technical indicators. Overlap indicators (moving -averages, Bollinger Bands) draw on the price panel; oscillators (RSI, -MACD) get their own sub-panels. +Indicator outputs preserve input length, which keeps results aligned +with the original OHLCV rows. ``` r -{ - ## price chart with two moving - ## averages and MACD below - talib::chart(BTC) - talib::indicator(talib::SMA, n = 7) - talib::indicator(talib::SMA, n = 14) - talib::indicator(talib::MACD) -} +## combine multiple +## indicators +features <- cbind( + talib::relative_strength_index(talib::BTC), + talib::bollinger_bands(talib::BTC), + talib::engulfing(talib::BTC) +) + +tail(features) +#> RSI UpperBand MiddleBand LowerBand CDLENGULFING +#> 2024-12-26 01:00:00 46.48851 100487.38 96698.61 92909.83 -1 +#> 2024-12-27 01:00:00 43.85488 100670.65 96512.96 92355.27 0 +#> 2024-12-28 01:00:00 45.93888 100632.13 96581.91 92531.69 0 +#> 2024-12-29 01:00:00 43.12301 99628.77 95576.60 91524.43 -1 +#> 2024-12-30 01:00:00 41.47686 96403.53 94231.31 92059.09 0 +#> 2024-12-31 01:00:00 43.37358 95441.13 93774.23 92107.34 0 ``` - +## Charting -Multiple indicators can share a sub-panel by passing them as calls: +[{talib}](https://serkor1.github.io/ta-lib-R/) comes with a composable +charting API built on two core functions: `indicator()` and +`chart()`—both functions are built on `model.frame` for maximum +flexibility: ``` r +## subset data and +## store as 'BTC' +BTC <- talib::BTC[1:75, ] + +## construct chart in a brace block +## alternatively use `|>` { - talib::chart(BTC) - talib::indicator(talib::BBANDS) + ## initialize main chart + talib::chart( + x = BTC, + title = "Bitcoin" + ) - ## pass multiple calls to combine - ## them on a single sub-panel + ## add Bollinger Bands to + ## the existing chart + talib::indicator( + talib::BBANDS + ) + + ## add Simple Moving Averages (SMA) + ## to the chart in a loop + for (n in seq(5, 15, by = 3)) { + talib::indicator( + talib::SMA, + n = n + ) + } + + ## similar subchart indicators + ## like the Relative Strength Index + ## can be grouped to avoid repeated + ## subpanels talib::indicator( talib::RSI(n = 10), talib::RSI(n = 14), talib::RSI(n = 21) ) -} -``` - - -The charting system ships with 5 built-in themes: `default`, -`hawks_and_doves`, `payout`, `tp_slapped`, and `trust_the_process`. -Switch themes with `set_theme()`. Both -[{plotly}](https://github.com/plotly/plotly.R) (interactive, default) -and [{ggplot2}](https://ggplot2.tidyverse.org/) (static) backends are -supported: - -``` r -{ - ## switch to ggplot2 backend with - ## the "Hawks and Doves" theme - talib::set_theme("hawks_and_doves") - talib::chart(BTC, title = "Bitcoin (BTC)") - talib::indicator(talib::BBANDS) - talib::indicator(talib::RSI) - talib::indicator(talib::trading_volume) + ## identify Doji patterns + ## and add them to the chart + talib::indicator( + talib::doji + ) } ``` - - -## Column selection +![](man/figures/README-charting-example-1.png) -Indicators use the columns they need automatically. When your data has -non-standard column names, remap them with formula syntax: - -``` r -## remap 'price' to the close column -talib::RSI(x, cols = ~price) - -## remap hi, lo, last to high, low, close -talib::stochastic(x, cols = ~ hi + lo + last) -``` - -## Naming +## Implementation: {talib} vs upstream (TA-Lib Core) Functions use descriptive snake_case names, but every function is -aliased to its TA-Lib shorthand for compatibility with the broader -ecosystem: +aliased to its [TA-Lib](https://github.com/TA-Lib/ta-lib) shorthand for +compatibility with the broader ecosystem:
@@ -188,52 +185,79 @@ ecosystem:
-``` r -## snake_case and TA-Lib aliases -## are identical -all.equal( - target = talib::bollinger_bands(BTC), - current = talib::BBANDS(BTC) -) -#> [1] TRUE -``` +### Interface: R vs Python -## Installation[^1] +The main difference between the R and Python interfaces is how OHLCV +series are passed into each indicator function. Below is an example of +identifying `Doji` patterns in R and Python. -Install the release version from CRAN: +In Python, each series is passed independently: -``` r -install.packages("talib") -``` +``` python +import numpy as np +import talib -Install the development version from GitHub: +o = np.array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], dtype=float) +h = np.array([2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2], dtype=float) +l = np.array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], dtype=float) +c = np.array([2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1], dtype=float) -``` r -pak::pak("serkor1/ta-lib-R") +print( + talib.CDLDOJI(o, h, l, c) +) ``` -### Aggressive optimizations - -Unknown flags passed to `configure` are forwarded verbatim to both the -CMake build of the vendored TA-Lib and the R wrapper compile step. -Rebuild from source with any compiler flags you like: +In R the series are passed as a tabular container: ``` r -install.packages( - "talib", - type = "source", - configure.args = "-O3 -march=native" +ohlc <- data.frame( + open = c(1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1), + high = c(2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2), + low = c(1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1), + close = c(2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1) +) + +talib::CDLDOJI( + ohlc ) ``` -Or from a local clone: +All default series arguments are handled internally, and the `R` +interface is therefore higher-level: users pass one OHLC container +rather than manually splitting the series. + +## Contributing and cloning + +Contributions are welcome. For non-trivial changes, please open an issue +first to discuss the proposed design, API impact, and testing approach. + +This repository vendors [TA-Lib](https://github.com/TA-Lib/ta-lib) as a +Git submodule. Clone the repository with submodules enabled: -``` shell -git clone --recursive https://github.com/serkor1/ta-lib-R.git +``` sh +git clone --recurse-submodules https://github.com/serkor1/ta-lib-R.git cd ta-lib-R -R CMD INSTALL . --configure-args="-O3 -march=native" ``` +If you already cloned the repository without submodules, initialize them +with: + +``` sh +git submodule update --init --recursive +``` + +Most indicator wrappers, helper functions, documentation fragments, and +unit tests are generated from the scripts in `codegen/`. The charting +interface is maintained separately. + +Common development tasks are exposed through Make targets: + +``` sh +make help +``` + +See CONTRIBUTING.md for the full development workflow. + ## Code of Conduct Please note that [{talib}](https://serkor1.github.io/ta-lib-R/) is @@ -241,7 +265,7 @@ released with a [Contributor Code of Conduct](https://contributor-covenant.org/version/2/1/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms. -[^1]: [TA-Lib](https://github.com/TA-Lib/ta-lib) is vendored via - `CMake`, so a pre-installed TA-Lib is not required. Some systems - (Windows in particular) may require `CMake` to be explicitly - installed. +[^1]: `{talib}` is a compiled package. CRAN binaries are available for + standard platforms when provided by CRAN. Source installation + requires a working compiler toolchain and + [CMake](https://cmake.org/). diff --git a/dev/README.Rmd b/dev/README.Rmd index 3012f949..500215ba 100644 --- a/dev/README.Rmd +++ b/dev/README.Rmd @@ -22,18 +22,9 @@ knitr::opts_chunk$set( warning = FALSE, echo = FALSE ) - -# indicator counts from codegen metadata -source(file.path(knitr::opts_knit$get("base.dir"), "codegen", "gen_code", "indicators.R")) -families <- vapply(indicators, function(x) x$family, character(1)) -n_patterns <- sum(families == "Pattern Recognition") -n_indicators <- sum(families != "Pattern Recognition") - -# subset BTC to last 150 rows for cleaner charts -BTC <- tail(talib::BTC, 150) ``` -# {talib}: A Technical Analysis and Candlestick Pattern Library in R +# {talib}: Fast TA-Lib indicators and candlestick patterns for R [![R-CMD-check](https://github.com/serkor1/ta-lib-R/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/serkor1/ta-lib-R/actions/workflows/R-CMD-check.yaml) @@ -43,125 +34,126 @@ BTC <- tail(talib::BTC, 150) [![CRAN RStudio mirror downloads](https://cranlogs.r-pkg.org/badges/last-month/talib?color=blue)](https://r-pkg.org/pkg/talib) -[{talib}](https://serkor1.github.io/ta-lib-R/) is an R package for technical analysis, candlestick pattern recognition, and interactive financial charting---built on the [TA-Lib](https://github.com/TA-Lib/ta-lib) C library. It provides `r n_indicators` technical indicators, `r n_patterns` candlestick patterns, and a composable charting system powered by [{plotly}](https://github.com/plotly/plotly.R) and [{ggplot2}](https://ggplot2.tidyverse.org/). All indicator computations are implemented in C via `.Call()` for minimal overhead. +[{talib}](https://serkor1.github.io/ta-lib-R/) provides fast R bindings +to the [TA-Lib](https://github.com/TA-Lib/ta-lib) C library for OHLCV data: technical indicators, candlestick pattern recognition, rolling-window utilities, and composable financial charts. It is designed for researchers, analysts, and quant developers who need technical-analysis features in R without building a heavy dependency stack. Core computations are executed in C through `.Call()`, while charting support is available through optional [{plotly}](https://github.com/plotly/plotly.R) and [{ggplot2}](https://ggplot2.tidyverse.org/) integrations. -Alongside [{TTR}](https://github.com/joshuaulrich/TTR), [{talib}](https://serkor1.github.io/ta-lib-R/) adds candlestick pattern recognition and interactive charts to the R technical analysis ecosystem. +The API covers 150+ [TA-Lib](https://github.com/TA-Lib/ta-lib)-backed functions across momentum, overlap, volatility, volume, cycle, price-transform, rolling-statistics, and candlestick-pattern families, including 61 candlestick pattern detectors. -```{r hero, fig.align = 'center', echo = TRUE} -{ - ## create a candlestick chart - talib::chart(BTC, title = "Bitcoin (BTC)") +## Why {talib}? - ## overlay Bollinger Bands on - ## the price panel - talib::indicator(talib::bollinger_bands) +
- ## mark Engulfing candlestick - ## patterns on the chart - talib::indicator(talib::engulfing, data = BTC) +| Need | {talib}| +|:----------------------|:-----------------------------------------------------------------------------------------| +| Technical indicators | TA-Lib-backed moving averages, momentum, volatility, volume, cycle, and overlap studies | +| Candlestick patterns | Built-in Japanese candlestick pattern recognition | +| OHLCV workflows | Works directly with open, high, low, close, and volume columns | +| Performance | Computation delegated to C routines through `.Call()` | +| Dependencies | Minimal required R dependencies; plotting packages are optional | +| Charts | Composable financial charts with optional `{plotly}` and `{ggplot2}` support | - ## add RSI and volume as - ## separate sub-panels - talib::indicator(talib::RSI) - talib::indicator(talib::trading_volume) -} -``` +
-## Indicators +## Installation[^1] -Every indicator follows the same interface: pass an OHLCV `data.frame` or `matrix` and get the same type back. The return type always matches the input. +Install the release version from CRAN: -```{r indicators, echo = TRUE} -## compute Bollinger Bands -## on BTC OHLCV data -tail( - talib::bollinger_bands(BTC) -) +```{r install-cran, echo = TRUE, eval = FALSE} +install.packages("talib") ``` -## Candlestick Patterns - -{talib} recognizes `r n_patterns` candlestick patterns---from single-candle formations like Doji and Hammer to multi-candle patterns like Morning Star and Three White Soldiers. Each pattern returns a normalized score: `1` (bullish), `-1` (bearish), or `0` (no pattern). +Install the development version from GitHub: -```{r patterns, echo = TRUE} -## detect Engulfing patterns: -## 1 = bullish, -1 = bearish, 0 = none -tail( - talib::engulfing(BTC) -) +```{r install-dev, echo = TRUE, eval = FALSE} +pak::pak("serkor1/ta-lib-R") ``` -## Charts - -Charts are built in two steps: `chart()` creates the price chart, then `indicator()` layers on technical indicators. Overlap indicators (moving averages, Bollinger Bands) draw on the price panel; oscillators (RSI, MACD) get their own sub-panels. - -```{r charting, fig.align = 'center', fig.height = 7, echo = TRUE} -{ - ## price chart with two moving - ## averages and MACD below - talib::chart(BTC) - talib::indicator(talib::SMA, n = 7) - talib::indicator(talib::SMA, n = 14) - talib::indicator(talib::MACD) -} -``` +## Quick start -Multiple indicators can share a sub-panel by passing them as calls: +All functions provide S3 methods for ``, ``, and---where applicable---`` inputs. The general convention is simple: the output uses the same container type as the input. -```{r combined, fig.align = 'center', fig.height = 7, echo = TRUE} -{ - talib::chart(BTC) - talib::indicator(talib::BBANDS) +```{r quick-start, echo=TRUE} +## calculate the +## relative strength index +relative_strength_index <- talib::RSI( + talib::BTC +) - ## pass multiple calls to combine - ## them on a single sub-panel - talib::indicator( - talib::RSI(n = 10), - talib::RSI(n = 14), - talib::RSI(n = 21) - ) -} +## display results +tail( + relative_strength_index +) ``` -The charting system ships with 5 built-in themes: `default`, `hawks_and_doves`, `payout`, `tp_slapped`, and `trust_the_process`. Switch themes with `set_theme()`. Both [{plotly}](https://github.com/plotly/plotly.R) (interactive, default) and [{ggplot2}](https://ggplot2.tidyverse.org/) (static) backends are supported: +Indicator outputs preserve input length, which keeps results aligned with the +original OHLCV rows. -```{r ggplot2-setup, include = FALSE} -options(talib.chart.backend = "ggplot2") -talib::set_theme("hawks_and_doves") -``` +```{r multiple-indicators, echo = TRUE} +## combine multiple +## indicators +features <- cbind( + talib::relative_strength_index(talib::BTC), + talib::bollinger_bands(talib::BTC), + talib::engulfing(talib::BTC) +) -```{r ggplot2, fig.align = 'center', fig.height = 7, echo = TRUE} -{ - ## switch to ggplot2 backend with - ## the "Hawks and Doves" theme - talib::set_theme("hawks_and_doves") - talib::chart(BTC, title = "Bitcoin (BTC)") - talib::indicator(talib::BBANDS) - talib::indicator(talib::RSI) - talib::indicator(talib::trading_volume) -} +tail(features) ``` -```{r ggplot2-teardown, include = FALSE} -options(talib.chart.backend = "plotly") -talib::set_theme("default") -``` +## Charting -## Column selection +[{talib}](https://serkor1.github.io/ta-lib-R/) comes with a composable charting API built on two core functions: `indicator()` and `chart()`---both functions are built on `model.frame` for maximum flexibility: -Indicators use the columns they need automatically. When your data has non-standard column names, remap them with formula syntax: +```{r charting-example, echo=TRUE} +## subset data and +## store as 'BTC' +BTC <- talib::BTC[1:75, ] -```{r cols, echo = TRUE, eval = FALSE} -## remap 'price' to the close column -talib::RSI(x, cols = ~price) +## construct chart in a brace block +## alternatively use `|>` +{ + ## initialize main chart + talib::chart( + x = BTC, + title = "Bitcoin" + ) -## remap hi, lo, last to high, low, close -talib::stochastic(x, cols = ~ hi + lo + last) + ## add Bollinger Bands to + ## the existing chart + talib::indicator( + talib::BBANDS + ) + + ## add Simple Moving Averages (SMA) + ## to the chart in a loop + for (n in seq(5, 15, by = 3)) { + talib::indicator( + talib::SMA, + n = n + ) + } + + ## similar subchart indicators + ## like the Relative Strength Index + ## can be grouped to avoid repeated + ## subpanels + talib::indicator( + talib::RSI(n = 10), + talib::RSI(n = 14), + talib::RSI(n = 21) + ) + + ## identify Doji patterns + ## and add them to the chart + talib::indicator( + talib::doji + ) +} ``` -## Naming +## Implementation: {talib} vs upstream (TA-Lib Core) -Functions use descriptive snake_case names, but every function is aliased to its TA-Lib shorthand for compatibility with the broader ecosystem: +Functions use descriptive snake_case names, but every function is aliased to its [TA-Lib](https://github.com/TA-Lib/ta-lib) shorthand for compatibility with the broader ecosystem:
@@ -177,51 +169,73 @@ Functions use descriptive snake_case names, but every function is aliased to its
-```{r alias, echo = TRUE} -## snake_case and TA-Lib aliases -## are identical -all.equal( - target = talib::bollinger_bands(BTC), - current = talib::BBANDS(BTC) -) -``` +### Interface: R vs Python -## Installation[^1] +The main difference between the R and Python interfaces is how OHLCV series are passed into each indicator function. +Below is an example of identifying `Doji` patterns in R and Python. -Install the release version from CRAN: +In Python, each series is passed independently: -```{r install-cran, echo = TRUE, eval = FALSE} -install.packages("talib") -``` +```python +import numpy as np +import talib -Install the development version from GitHub: +o = np.array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], dtype=float) +h = np.array([2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2], dtype=float) +l = np.array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], dtype=float) +c = np.array([2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1], dtype=float) -```{r install-dev, echo = TRUE, eval = FALSE} -pak::pak("serkor1/ta-lib-R") +print( + talib.CDLDOJI(o, h, l, c) +) ``` -### Aggressive optimizations +In R the series are passed as a tabular container: -Unknown flags passed to `configure` are forwarded verbatim to both the CMake build of the vendored TA-Lib and the R wrapper compile step. Rebuild from source with any compiler flags you like: +```{r r-vs-python-block, echo = TRUE, eval = FALSE} +ohlc <- data.frame( + open = c(1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1), + high = c(2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2), + low = c(1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1), + close = c(2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1) +) -```{r install-native, echo = TRUE, eval = FALSE} -install.packages( - "talib", - type = "source", - configure.args = "-O3 -march=native" +talib::CDLDOJI( + ohlc ) ``` -Or from a local clone: +All default series arguments are handled internally, and the `R` interface is therefore higher-level: users pass one OHLC container rather than manually splitting the series. + +## Contributing and cloning + +Contributions are welcome. For non-trivial changes, please open an issue first to discuss the proposed design, API impact, and testing approach. + +This repository vendors [TA-Lib](https://github.com/TA-Lib/ta-lib) as a Git submodule. Clone the repository with submodules enabled: -```shell -git clone --recursive https://github.com/serkor1/ta-lib-R.git +```sh +git clone --recurse-submodules https://github.com/serkor1/ta-lib-R.git cd ta-lib-R -R CMD INSTALL . --configure-args="-O3 -march=native" ``` +If you already cloned the repository without submodules, initialize them with: + +```sh +git submodule update --init --recursive +``` + +Most indicator wrappers, helper functions, documentation fragments, and unit tests are generated from the scripts in `codegen/`. The charting interface is maintained separately. + +Common development tasks are exposed through Make targets: + +```sh +make help +``` + +See CONTRIBUTING.md for the full development workflow. + ## Code of Conduct Please note that [{talib}](https://serkor1.github.io/ta-lib-R/) is released with a [Contributor Code of Conduct](https://contributor-covenant.org/version/2/1/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms. -[^1]: [TA-Lib](https://github.com/TA-Lib/ta-lib) is vendored via `CMake`, so a pre-installed TA-Lib is not required. Some systems (Windows in particular) may require `CMake` to be explicitly installed. +[^1]: `{talib}` is a compiled package. CRAN binaries are available for standard platforms when provided by CRAN. 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