From 705b497fd5f1871a8bca329f3ec0f5f85b71291e Mon Sep 17 00:00:00 2001 From: DeevsDeevs Date: Fri, 10 May 2024 15:06:07 -0300 Subject: [PATCH 01/11] Color options for each data point --- examples/charts/01_one_line.jl | 67 + examples/charts/02_two_lines_and_styles.jl | 31 + examples/charts/03_line_baseline.jl | 43 + examples/charts/04_nanodates.jl | 19 + examples/charts/05_from_csv.jl | 26 + examples/charts/06_candlesticks.jl | 43 + examples/charts/07_scatter_line.jl | 149 + examples/charts/08_bar.jl | 26 + examples/plugins/01_vert_line.jl | 22 + examples/plugins/02_delta_tooltip.jl | 32 + examples/plugins/03_trend_line.jl | 36 + .../plugins/04_crosshair_highlight_bar.jl | 25 + examples/plugins/05_tooltip.jl | 32 + examples/samples/btcusdt.csv | 10000 ++++++++++++++++ examples/samples/btcusdt_candlesticks.csv | 731 ++ src/LightweightCharts.jl | 8 + src/chart_data.jl | 145 +- src/charts.jl | 2 + src/charts/area.jl | 14 +- src/charts/baseline.jl | 15 +- src/charts/histogram.jl | 14 +- src/charts/line.jl | 14 +- 22 files changed, 11471 insertions(+), 23 deletions(-) create mode 100644 examples/charts/01_one_line.jl create mode 100644 examples/charts/02_two_lines_and_styles.jl create mode 100644 examples/charts/03_line_baseline.jl create mode 100644 examples/charts/04_nanodates.jl create mode 100644 examples/charts/05_from_csv.jl create mode 100644 examples/charts/06_candlesticks.jl create mode 100644 examples/charts/07_scatter_line.jl create mode 100644 examples/charts/08_bar.jl create mode 100644 examples/plugins/01_vert_line.jl create mode 100644 examples/plugins/02_delta_tooltip.jl create mode 100644 examples/plugins/03_trend_line.jl create mode 100644 examples/plugins/04_crosshair_highlight_bar.jl create mode 100644 examples/plugins/05_tooltip.jl create mode 100644 examples/samples/btcusdt.csv create mode 100644 examples/samples/btcusdt_candlesticks.csv diff --git a/examples/charts/01_one_line.jl b/examples/charts/01_one_line.jl new file mode 100644 index 000000000..d90e3fb8c --- /dev/null +++ b/examples/charts/01_one_line.jl @@ -0,0 +1,67 @@ +# examples/charts/01_one_line +# +# Run from the project root with the command +# julia --project=. examples/charts/01_one_line.jl + +using Dates +using LightweightCharts +import LightweightCharts: randcolor + +RANGE = 1:300 + +plt = lwc_layout( + lwc_panel( + lwc_line( + now() + Second.(RANGE), + sin.(RANGE / 10); + label_name = "sin3", + line_width = 3, + price_scale_id = LWC_LEFT, + ), + lwc_line( + time() .+ collect(RANGE), + sin.(RANGE / 10); + label_name = "sin2", + line_width = 4, + price_scale_id = LWC_RIGHT, + ), + lwc_line( + sin.(RANGE / 10); + label_name = "sin1", + line_width = 5, + price_scale_id = LWC_LEFT, + ), + x = 1, + y = 1, + ), + lwc_panel( + lwc_line( + now() + Second.(RANGE), + sin.(RANGE / 10); + label_name = "sin3", + line_width = 3, + price_scale_id = LWC_LEFT, + ), + x = 2, + y = 1, + ), + lwc_panel( + lwc_line( + now() + Second.(RANGE), + sin.(RANGE / 10); + label_name = "sin3", + line_width = 3, + price_scale_id = LWC_LEFT, + ), + lwc_line( + [LWCSimpleChartData(now() + Second(i), sin(i / 5), color = randcolor()) for i in RANGE]; + label_name = "sin4", + line_width = 3, + price_scale_id = LWC_LEFT, + ), + x = 3, + y = 1, + ), +) + +lwc_show(plt) diff --git a/examples/charts/02_two_lines_and_styles.jl b/examples/charts/02_two_lines_and_styles.jl new file mode 100644 index 000000000..3cda333a8 --- /dev/null +++ b/examples/charts/02_two_lines_and_styles.jl @@ -0,0 +1,31 @@ +# examples/charts/02_two_lines_and_styles +# +# Run from the project root with the command +# julia --project=. examples/charts/02_two_lines_and_styles.jl + +using Dates +using LightweightCharts +import LightweightCharts: randcolor + +RANGE = 1:300 + +plt = lwc_layout( + lwc_panel( + lwc_line( + [LWCSimpleChartData(now() + Second(i), sin(i / 5), color = randcolor()) for i in RANGE]; + label_name = "sin", + line_style = LWC_DOTTED, # LWC_SOLID, LWC_DOTTED, LWC_DASHED, LWC_LARGE_DASHED, LWC_SPARSE_DOTTED + line_width = 5, + line_color = "blue", + ), + lwc_line( + now() + Second.(RANGE), + 10 * cos.(RANGE / 10); + label_name = "cos", + line_type = LWC_STEP, # LWC_SIMPLE LWC_STEP LWC_CURVED + price_scale_id = LWC_RIGHT, # LWC_LEFT LWC_RIGHT + ), + ), +) + +lwc_show(plt) diff --git a/examples/charts/03_line_baseline.jl b/examples/charts/03_line_baseline.jl new file mode 100644 index 000000000..7bfe1b376 --- /dev/null +++ b/examples/charts/03_line_baseline.jl @@ -0,0 +1,43 @@ +# examples/charts/03_two_panels +# +# Run from the project root with the command +# julia --project=. examples/charts/03_line_baseline.jl + +using Dates +using LightweightCharts + +RANGE = 1:300 + +plt = lwc_layout( + lwc_panel( + lwc_line( + now() + Second.(RANGE), + sin.(RANGE / 10); + label_name = "sin", + line_style = LWC_DOTTED, # LWC_SOLID, LWC_DOTTED, LWC_DASHED, LWC_LARGE_DASHED, LWC_SPARSE_DOTTED + line_width = 5, + ), + lwc_baseline( + now() + Second.(RANGE), + 3 * cos.(RANGE / 10); + label_name = "baseline" + ), + lwc_baseline( + [LWCSimpleChartData( + now() + Second(i), + 0.5 * cos.(i / 5), + top_fill_color_1 = randcolor(), + top_fill_color_2 = randcolor(), + top_line_color = randcolor(), + bottom_fill_color_1 = randcolor(), + bottom_fill_color_2 = randcolor(), + bottom_line_color = randcolor(), + ) for i in RANGE]; + label_name = "baseline" + ), + ), + name = "LightweightCharts ❤️ Julia", + sync = false, +) + +lwc_show(plt) diff --git a/examples/charts/04_nanodates.jl b/examples/charts/04_nanodates.jl new file mode 100644 index 000000000..8d374dd7b --- /dev/null +++ b/examples/charts/04_nanodates.jl @@ -0,0 +1,19 @@ +# examples/charts/04_nanodates +# +# Run from the project root with the command +# julia --project=. examples/charts/04_nanodates.jl + +using Dates +using NanoDates +using LightweightCharts + +LEN = 300 +timestamps = NanoDate("2023-01-01T12:00:00") + Second.(0:LEN) +area_values = cos.(rand(LEN + 1)) + +plt = lwc_layout( + lwc_panel(lwc_area(timestamps, area_values; label_name = "1 s")), + sync = false, +) + +lwc_show(plt) diff --git a/examples/charts/05_from_csv.jl b/examples/charts/05_from_csv.jl new file mode 100644 index 000000000..d233a012f --- /dev/null +++ b/examples/charts/05_from_csv.jl @@ -0,0 +1,26 @@ +# examples/charts/05_from_csv +# +# Run from the project root with the command +# julia --project=. examples/charts/05_from_csv.jl + +using Dates +using NanoDates +using TimeArrays +using LightweightCharts + +timearray = Vector{LWCSimpleChartData}() + +open(joinpath(@__DIR__, "..", "samples", "btcusdt.csv"), "r") do file + for line in eachline(file) + dt, v = split(line, " ") + color = parse(Float64, v) > 16544.40 ? "red" : "green" + push!(timearray, LWCSimpleChartData(NanoDate(dt), parse(Float64, v), color = color)) + end +end + +plt = lwc_layout( + lwc_panel(lwc_line(timearray; label_name = "BTCUSDT", line_type = LWC_STEP)), + sync = false, +) + +lwc_show(plt) diff --git a/examples/charts/06_candlesticks.jl b/examples/charts/06_candlesticks.jl new file mode 100644 index 000000000..0bf082c27 --- /dev/null +++ b/examples/charts/06_candlesticks.jl @@ -0,0 +1,43 @@ +# examples/charts/06_candlesticks +# +# Run from the project root with the command +# julia --project=. examples/charts/06_candlesticks.jl + +using Dates +using NanoDates +using LightweightCharts +import LightweightCharts: randcolor + +candlesticks = Vector{LWCCandle}() +times = Vector{NanoDate}() +volumes = Vector{Float64}() +tradesnumbes = Vector{Int64}() + +open(joinpath(@__DIR__, "..", "samples", "btcusdt_candlesticks.csv"), "r") do file + for line in eachline(file) + symbol, opentime, openprice, highprice, lowprice, closeprice, volume, tradesnumber = split(line, " ") + push!( + candlesticks, + LWCCandle( + NanoDate(opentime), + parse(Float64, openprice), + parse(Float64, highprice), + parse(Float64, lowprice), + parse(Float64, closeprice); + color = randcolor(), + border_color = randcolor(), + wick_color = randcolor(), + ), + ) + push!(times, NanoDate(opentime)) + push!(volumes, parse(Float64, volume)) + push!(tradesnumbes, parse(Int64, tradesnumber)) + end +end + +plt = lwc_layout( + lwc_panel(lwc_candlestick(candlesticks; label_name = "candlestick")), + sync = true, +) + +lwc_show(plt) diff --git a/examples/charts/07_scatter_line.jl b/examples/charts/07_scatter_line.jl new file mode 100644 index 000000000..40d69c61d --- /dev/null +++ b/examples/charts/07_scatter_line.jl @@ -0,0 +1,149 @@ +# examples/charts/07_scatter_line +# +# Run from the project root with the command +# julia --project=. examples/charts/07_scatter_line.jl + +using Dates, Random +using LightweightCharts + +NUM_POINTS = 1000 + +plt = lwc_layout( + lwc_panel( + min_charts_for_search = 5, + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + rand(NUM_POINTS); + label_name = "scatter", + point_markers_visible = true, + line_visible = false, + ), + ), +) + +lwc_show(plt) diff --git a/examples/charts/08_bar.jl b/examples/charts/08_bar.jl new file mode 100644 index 000000000..c413a0046 --- /dev/null +++ b/examples/charts/08_bar.jl @@ -0,0 +1,26 @@ +# examples/charts/08_bar +# +# Run from the project root with the command +# julia --project=. examples/charts/08_bar.jl + +using Dates +using LightweightCharts + +BARS_MIDDLE = map(x -> rand(1400:1600), 1:100) + +plt = lwc_layout( + lwc_panel( + lwc_bar( + time() .+ collect(1:100), + BARS_MIDDLE, + max(BARS_MIDDLE, [BARS_MIDDLE[2:end]..., 1500]) .+ 100 * rand(100), + min(BARS_MIDDLE, [BARS_MIDDLE[2:end]..., 1500]) .- 100 * rand(100), + [BARS_MIDDLE[2:end]..., 1500]; + label_name = "bar", + up_color = "blue", + down_color = "orange", + ), + ), +) + +lwc_show(plt) diff --git a/examples/plugins/01_vert_line.jl b/examples/plugins/01_vert_line.jl new file mode 100644 index 000000000..b0a7b3373 --- /dev/null +++ b/examples/plugins/01_vert_line.jl @@ -0,0 +1,22 @@ +# examples/plugins/01_vert_line +# +# Run from the project root with the command +# julia --project=. examples/plugins/01_vert_line.jl + +using Dates +using LightweightCharts + +RANGE = 1:3000 + +plt = lwc_layout( + lwc_panel( + lwc_line( + now() + Second.(RANGE), + sin.(RANGE / 10); + label_name = "sin", + plugins = [lwc_vert_line(rand(RANGE); show_label = true, label_text = "check")], + ), + ), +) + +lwc_show(plt) diff --git a/examples/plugins/02_delta_tooltip.jl b/examples/plugins/02_delta_tooltip.jl new file mode 100644 index 000000000..7725d86bb --- /dev/null +++ b/examples/plugins/02_delta_tooltip.jl @@ -0,0 +1,32 @@ +# examples/plugins/02_delta_tooltip +# +# Run from the project root with the command +# julia --project=. examples/plugins/02_delta_tooltip.jl + +using Dates +using NanoDates +using LightweightCharts +using TimeArrays + +timearray = TimeArray{NanoDate,Float64}() + +open(joinpath(@__DIR__, "..", "samples", "btcusdt.csv"), "r") do file + for line in eachline(file) + dt, v = split(line, " ") + push!(timearray, (NanoDate(dt), parse(Float64, v))) + end +end + +plt = lwc_layout( + lwc_panel( + lwc_line( + timearray; + label_name = "BTCUSDT", + line_type = LWC_STEP, + plugins = [lwc_delta_tooltip()], + ), + ), + sync = false, +) + +lwc_show(plt) diff --git a/examples/plugins/03_trend_line.jl b/examples/plugins/03_trend_line.jl new file mode 100644 index 000000000..a42e0f383 --- /dev/null +++ b/examples/plugins/03_trend_line.jl @@ -0,0 +1,36 @@ +# examples/plugins/03_trend_line +# +# Run from the project root with the command +# julia --project=. examples/plugins.03_trend_line.jl + +using Dates +using LightweightCharts + +RANGE = 1:300 + +plt = lwc_layout( + lwc_panel( + lwc_line( + now() + Second.(RANGE), + sin.(RANGE / 10); + label_name = "sin", + line_style = LWC_DOTTED, + line_width = 5, + line_color = "blue", + plugins = [ + lwc_trend_line(20, 0.5, 120, 0.7), + lwc_trend_line(10, 0.12, 90, 0.89), + ], + ), + lwc_line( + now() + Second.(RANGE), + 10 * cos.(RANGE / 10); + label_name = "cos", + line_type = LWC_STEP, + price_scale_id = LWC_RIGHT, + plugins = [lwc_trend_line(50, 0.32, 144, 0.86)], + ), + ), +) + +lwc_show(plt) diff --git a/examples/plugins/04_crosshair_highlight_bar.jl b/examples/plugins/04_crosshair_highlight_bar.jl new file mode 100644 index 000000000..f1ed22bbe --- /dev/null +++ b/examples/plugins/04_crosshair_highlight_bar.jl @@ -0,0 +1,25 @@ +# examples/plugins/04_crosshair_highlight_bar +# +# Run from the project root with the command +# julia --project=. examples/plugins/04_crosshair_highlight_bar.jl + +using Dates +using LightweightCharts + +RANGE = 1:3000 + +plt = lwc_layout( + lwc_panel( + lwc_line( + now() + Second.(RANGE), + sin.(RANGE / 10); + label_name = "sin", + plugins = [ + lwc_vert_line(rand(RANGE); show_label = true, label_text = "check"), + lwc_crosshair_highlight_bar(color = "red"), + ], + ), + ), +) + +lwc_show(plt) diff --git a/examples/plugins/05_tooltip.jl b/examples/plugins/05_tooltip.jl new file mode 100644 index 000000000..5300b2a7a --- /dev/null +++ b/examples/plugins/05_tooltip.jl @@ -0,0 +1,32 @@ +# examples/charts/05_tooltip +# +# Run from the project root with the command +# julia --project=. examples/charts/05_tooltip.jl + +using Dates +using LightweightCharts + +plt = lwc_layout( + lwc_panel( + lwc_line( + time() .+ collect(1:100), + map(x -> rand(1:100), collect(1:100)); + label_name = "BN.LUNA-BUSD", + line_color = "blue", + line_type = LWC_STEP, + line_width = 1, + precision = 3, + plugins = [ + lwc_tooltip( + line_color = "green", + title = "My Own Tooltip", + follow_mode = LWC_TOOLTIP_TOP, + ), + ], + ), + ), + name = "LightweightCharts ❤️ Julia", + sync = true, +) + +lwc_show(plt) diff --git a/examples/samples/btcusdt.csv b/examples/samples/btcusdt.csv new file mode 100644 index 000000000..798449abb --- /dev/null +++ b/examples/samples/btcusdt.csv @@ -0,0 +1,10000 @@ +2023-01-01T06:18:12.943078144 16546.93 +2023-01-01T06:18:12.947892480 16546.73 +2023-01-01T06:18:12.949778432 16546.73 +2023-01-01T06:18:12.953869056 16546.73 +2023-01-01T06:18:12.954833920 16546.73 +2023-01-01T06:18:12.955006208 16546.73 +2023-01-01T06:18:12.959437824 16546.74 +2023-01-01T06:18:12.959536640 16546.74 +2023-01-01T06:18:12.959540480 16546.74 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index 16103c887..0489f2d13 100644 --- a/src/LightweightCharts.jl +++ b/src/LightweightCharts.jl @@ -307,6 +307,14 @@ function Base.propertynames(h::AbstractChartSettings) return to_camelcase.(n) end +function Base.propertynames(h::AbstractChartData) + n = fieldnames(typeof(h)) + return to_camelcase.(n) +end + +function Serde.SerJson.ser_name(::Type{A}, ::Val{T}) where {A<:AbstractChartData,T} + return to_camelcase(T) +end function Serde.SerJson.ser_name(::Type{A}, ::Val{T}) where {A<:AbstractChartSettings,T} return to_camelcase(T) end diff --git a/src/chart_data.jl b/src/chart_data.jl index 304d34e08..b609cbb1b 100644 --- a/src/chart_data.jl +++ b/src/chart_data.jl @@ -18,15 +18,101 @@ using NanoDates using ..LightweightCharts +""" + LWCSimpleChartData(time::Int64, value::Real; kw...) + LWCSimpleChartData(time::TimeType, value::Real; kw...) + +Representation of data for [`lwc_line`](@ref), [`lwc_area`](@ref), [`lwc_baseline`](@ref) and [`lwc_histogram`](@ref) methods. + +## Fields +- `time::Int64` +- `value::Float64` + +## Keyword arguments +| Name::Type | Default (Posible values) | Description | +|:-----------|:-------------------------|:------------| +| `line_color::String` | `nothing` | Line color. | +| `top_color::String` | `nothing` | Top color. | +| `bottom_color::String` | `nothing` | Bottom color. | +| `top_fill_color_1::String` | `nothing` | Top fill color 1. | +| `top_fill_color_2::String` | `nothing` | Top fill color 2. | +| `top_line_color::String` | `nothing` | Top line color. | +| `bottom_fill_color_1::String` | `nothing` | Bottom fill color 1. | +| `bottom_fill_color_2::String` | `nothing` | Bottom fill color 2. | +| `bottom_line_color::String` | `nothing` | Bottom line color. | +| `color::String` | `nothing` | Color. | +""" mutable struct LWCSimpleChartData <: AbstractChartData time::Int64 value::Float64 + line_color::Union{String,Nothing} + top_color::Union{String,Nothing} + bottom_color::Union{String,Nothing} + top_fill_color_1::Union{String,Nothing} + top_fill_color_2::Union{String,Nothing} + top_line_color::Union{String,Nothing} + bottom_fill_color_1::Union{String,Nothing} + bottom_fill_color_2::Union{String,Nothing} + bottom_line_color::Union{String,Nothing} + color::Union{String,Nothing} + + function LWCSimpleChartData( + time::Int64, + value::Real; + line_color::Union{String,Nothing} = nothing, + top_color::Union{String,Nothing} = nothing, + bottom_color::Union{String,Nothing} = nothing, + top_fill_color_1::Union{String,Nothing} = nothing, + top_fill_color_2::Union{String,Nothing} = nothing, + top_line_color::Union{String,Nothing} = nothing, + bottom_fill_color_1::Union{String,Nothing} = nothing, + bottom_fill_color_2::Union{String,Nothing} = nothing, + bottom_line_color::Union{String,Nothing} = nothing, + color::Union{String,Nothing} = nothing, + ) + return new( + time, + value, + line_color, + top_color, + bottom_color, + top_fill_color_1, + top_fill_color_2, + top_line_color, + bottom_fill_color_1, + bottom_fill_color_2, + bottom_line_color, + color, + ) + end + + function LWCSimpleChartData( + time::TimeType, + value::Real; + kw... + ) + return LWCSimpleChartData( + datetime2epochns(time), + value; + kw... + ) + end end Serde.SerJson.ser_value(::Type{<:AbstractChartData}, ::Val{:time}, x::Int64) = string(x) lwc_time(x::LWCSimpleChartData) = x.time lwc_value(x::LWCSimpleChartData) = x.value +lwc_line_color(x::LWCSimpleChartData) = x.line_color +lwc_top_color(x::LWCSimpleChartData) = x.top_color +lwc_bottom_color(x::LWCSimpleChartData) = x.bottom_color +lwc_top_fill_color_1(x::LWCSimpleChartData) = x.top_fill_color_1 +lwc_top_fill_color_2(x::LWCSimpleChartData) = x.top_fill_color_2 +lwc_top_line_color(x::LWCSimpleChartData) = x.top_line_color +lwc_bottom_fill_color_1(x::LWCSimpleChartData) = x.bottom_fill_color_1 +lwc_bottom_fill_color_2(x::LWCSimpleChartData) = x.bottom_fill_color_2 +lwc_bottom_line_color(x::LWCSimpleChartData) = x.bottom_line_color +lwc_color(x::LWCSimpleChartData) = x.color function Base.:(==)(left::LWCSimpleChartData, right::LWCSimpleChartData) return isequal(lwc_time(left), lwc_time(right)) && @@ -34,8 +120,8 @@ function Base.:(==)(left::LWCSimpleChartData, right::LWCSimpleChartData) end """ - LWCCandle(time::Real, open::Real, high::Real, low::Real, close::Real) - LWCCandle(time::TimeType, open::Real, high::Real, low::Real, close::Real) + LWCCandle(time::Int64, open::Real, high::Real, low::Real, close::Real; kw...) + LWCCandle(time::TimeType, open::Real, high::Real, low::Real, close::Real; kw...) Representation of candlestick data for [`lwc_candlestick`](@ref) and [`lwc_bar`](@ref) methods. @@ -45,6 +131,13 @@ Representation of candlestick data for [`lwc_candlestick`](@ref) and [`lwc_bar`] - `high::Float64` - `low::Float64` - `close::Float64` + +## Keyword arguments +| Name::Type | Default (Posible values) | Description | +|:-----------|:-------------------------|:------------| +| `color::String` | `nothing` | Candle color. | +| `border_color::String` | `nothing` | Border color. | +| `wick_color::String` | `nothing` | Wick color. | """ mutable struct LWCCandle <: AbstractChartData time::Int64 @@ -52,13 +145,48 @@ mutable struct LWCCandle <: AbstractChartData high::Float64 low::Float64 close::Float64 - - function LWCCandle(time::Real, open::Real, high::Real, low::Real, close::Real) - return new(time, open, high, low, close) + color::Union{String,Nothing} + border_color::Union{String,Nothing} + wick_color::Union{String,Nothing} + + function LWCCandle( + time::Int64, + open::Real, + high::Real, + low::Real, + close::Real; + color::Union{String,Nothing} = nothing, + border_color::Union{String,Nothing} = nothing, + wick_color::Union{String,Nothing} = nothing, + ) + return new( + time, + open, + high, + low, + close, + color, + border_color, + wick_color, + ) end - function LWCCandle(time::TimeType, open::Real, high::Real, low::Real, close::Real) - return LWCCandle(datetime2epochns(time), open, high, low, close) + function LWCCandle( + time::TimeType, + open::Real, + high::Real, + low::Real, + close::Real; + kw... + ) + return LWCCandle( + datetime2epochns(time), + open, + high, + low, + close; + kw... + ) end end @@ -67,6 +195,9 @@ lwc_open(x::LWCCandle) = x.open lwc_high(x::LWCCandle) = x.high lwc_low(x::LWCCandle) = x.low lwc_close(x::LWCCandle) = x.close +lwc_color(x::LWCCandle) = x.color +lwc_border_color(x::LWCCandle) = x.border_color +lwc_wick_color(x::LWCCandle) = x.wick_color function Base.:(==)(left::LWCCandle, right::LWCCandle) return ( diff --git a/src/charts.jl b/src/charts.jl index 2fcdf8aa3..1010c85d0 100644 --- a/src/charts.jl +++ b/src/charts.jl @@ -63,6 +63,8 @@ Serde.SerJson.ser_type(::Type{A}, x::LWC_LINE_STYLES) where {A<:AbstractChartSet Serde.SerJson.ser_type(::Type{A}, x::LWC_PRICE_SCALE_ID) where {A<:AbstractChartSettings} = x == LWC_RIGHT ? "right" : "left" +(Serde.SerJson.ser_ignore_null(::Type{A})::Bool) where {A<:AbstractChartData} = true + function prepare_data( timestamps::Vector{D}, values::Vector{T}; diff --git a/src/charts/area.jl b/src/charts/area.jl index 806eab90e..304a29c14 100644 --- a/src/charts/area.jl +++ b/src/charts/area.jl @@ -56,7 +56,7 @@ Wrapper function for [`Area`](https://tradingview.github.io/lightweight-charts/d function lwc_area end function lwc_area( - timearray::AbstractVector{Tuple{D,T}}; + data::AbstractVector{<:AbstractChartData}; price_scale_id::LWC_PRICE_SCALE_ID = LWC_LEFT, label_name::String = "", visible::Bool = true, @@ -76,9 +76,7 @@ function lwc_area( crosshair_marker_background_color::String = "", crosshair_marker_border_width::Float64 = 2.0, plugins::Vector{LWCPlugin} = Vector{LWCPlugin}(), -)::LWCChart where {D<:Union{Real,TimeType},T<:Real} - data = lwc_convert_data(timearray) - +)::LWCChart settings = AreaChartSettings( price_scale_id, label_name, @@ -111,6 +109,14 @@ function lwc_area( ) end +function lwc_area( + timearray::AbstractVector{Tuple{D,T}}; + kw... +)::LWCChart where {D<:Union{Real,TimeType},T<:Real} + data = lwc_convert_data(timearray) + return lwc_area(data; kw...) +end + function lwc_area( timestamps::Vector{D}, values::Vector{T}; diff --git a/src/charts/baseline.jl b/src/charts/baseline.jl index d0a059446..ab6871ef9 100644 --- a/src/charts/baseline.jl +++ b/src/charts/baseline.jl @@ -69,7 +69,7 @@ Wrapper function for [`Baseline`](https://tradingview.github.io/lightweight-char function lwc_baseline end function lwc_baseline( - timearray::AbstractVector{Tuple{D,T}}; + data::AbstractVector{<:AbstractChartData}; price_scale_id::LWC_PRICE_SCALE_ID = LWC_LEFT, label_name::String = "", visible::Bool = true, @@ -93,9 +93,7 @@ function lwc_baseline( crosshair_marker_background_color::String = "", crosshair_marker_border_width::Float64 = 2.0, plugins::Vector{LWCPlugin} = Vector{LWCPlugin}(), -)::LWCChart where {D<:Union{Real,TimeType},T<:Real} - data = lwc_convert_data(timearray) - +)::LWCChart settings = BaseLineChartSettings( price_scale_id, label_name, @@ -132,6 +130,15 @@ function lwc_baseline( ) end +function lwc_baseline( + timearray::AbstractVector{Tuple{D,T}}; + kw... +)::LWCChart where {D<:Union{Real,TimeType},T<:Real} + data = lwc_convert_data(timearray) + return lwc_baseline(data; kw...) +end + + function lwc_baseline( timestamps::Vector{D}, values::Vector{T}; diff --git a/src/charts/histogram.jl b/src/charts/histogram.jl index cff4b585d..49402aefe 100644 --- a/src/charts/histogram.jl +++ b/src/charts/histogram.jl @@ -32,7 +32,7 @@ Wrapper function for [`Histogram`](https://tradingview.github.io/lightweight-cha function lwc_histogram end function lwc_histogram( - timearray::AbstractVector{Tuple{D,T}}; + data::AbstractVector{<:AbstractChartData}; price_scale_id::LWC_PRICE_SCALE_ID = LWC_LEFT, label_name::String = "", visible::Bool = true, @@ -40,9 +40,7 @@ function lwc_histogram( color::String = randcolor(), base::Real = 0.0, plugins::Vector{LWCPlugin} = Vector{LWCPlugin}(), -)::LWCChart where {T<:Real,D<:Union{Real,TimeType}} - data = lwc_convert_data(timearray) - +)::LWCChart settings = HistogramChartSettings( price_scale_id, label_name, @@ -63,6 +61,14 @@ function lwc_histogram( ) end +function lwc_histogram( + timearray::AbstractVector{Tuple{D,T}}; + kw... +)::LWCChart where {D<:Union{Real,TimeType},T<:Real} + data = lwc_convert_data(timearray) + return lwc_histogram(data; kw...) +end + function lwc_histogram( timestamps::Vector{D}, values::Vector{T}; diff --git a/src/charts/line.jl b/src/charts/line.jl index 55ceb76ad..35e835e1f 100644 --- a/src/charts/line.jl +++ b/src/charts/line.jl @@ -52,7 +52,7 @@ Wrapper function for [`Line`](https://tradingview.github.io/lightweight-charts/d function lwc_line end function lwc_line( - timearray::AbstractVector{Tuple{D,T}}; + data::AbstractVector{<:AbstractChartData}; price_scale_id::LWC_PRICE_SCALE_ID = LWC_LEFT, label_name::String = "", visible::Bool = true, @@ -70,9 +70,7 @@ function lwc_line( crosshair_marker_background_color::String = "", crosshair_marker_border_width::Float64 = 2.0, plugins::Vector{LWCPlugin} = Vector{LWCPlugin}(), -)::LWCChart where {D<:Union{Real,TimeType},T<:Real} - data = lwc_convert_data(timearray) - +)::LWCChart settings = LineChartSettings( price_scale_id, label_name, @@ -103,6 +101,14 @@ function lwc_line( ) end +function lwc_line( + timearray::AbstractVector{Tuple{D,T}}; + kw... +)::LWCChart where {D<:Union{Real,TimeType},T<:Real} + data = lwc_convert_data(timearray) + return lwc_line(data; kw...) +end + function lwc_line( timestamps::Vector{D}, values::Vector{T}; From e2952d439ff9aa8f033cba72f551fdecb1740be7 Mon Sep 17 00:00:00 2001 From: DeevsDeevs Date: Fri, 10 May 2024 15:07:45 -0300 Subject: [PATCH 02/11] up --- Project.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Project.toml b/Project.toml index 5d206dde6..37db0233c 100644 --- a/Project.toml +++ b/Project.toml @@ -1,6 +1,6 @@ name = "LightweightCharts" uuid = "d6998af1-87ca-4e7f-83d4-864c79a249fa" -version = "1.0.1" +version = "1.1.0" [deps] Serde = "db9b398d-9517-45f8-9a95-92af99003e0e" From a8602b4a3726363ce7285b5f6fac62e14ac4e041 Mon Sep 17 00:00:00 2001 From: Alex Shteinman <49076636+DeevsDeevs@users.noreply.github.com> Date: Sat, 11 May 2024 01:54:23 -0300 Subject: [PATCH 03/11] Update src/charts/baseline.jl Co-authored-by: Stas Gryumov <33372067+gryumov@users.noreply.github.com> --- src/charts/baseline.jl | 1 - 1 file changed, 1 deletion(-) diff --git a/src/charts/baseline.jl b/src/charts/baseline.jl index ab6871ef9..d9d82118c 100644 --- a/src/charts/baseline.jl +++ b/src/charts/baseline.jl @@ -138,7 +138,6 @@ function lwc_baseline( return lwc_baseline(data; kw...) end - function lwc_baseline( timestamps::Vector{D}, values::Vector{T}; From 46452be4625f91a84308de88e1549a84200b7337 Mon Sep 17 00:00:00 2001 From: Alex Shteinman <49076636+DeevsDeevs@users.noreply.github.com> Date: Sat, 11 May 2024 01:54:30 -0300 Subject: [PATCH 04/11] Update src/LightweightCharts.jl Co-authored-by: Stas Gryumov <33372067+gryumov@users.noreply.github.com> --- src/LightweightCharts.jl | 4 ---- 1 file changed, 4 deletions(-) diff --git a/src/LightweightCharts.jl b/src/LightweightCharts.jl index 0489f2d13..7884fd6bb 100644 --- a/src/LightweightCharts.jl +++ b/src/LightweightCharts.jl @@ -307,10 +307,6 @@ function Base.propertynames(h::AbstractChartSettings) return to_camelcase.(n) end -function Base.propertynames(h::AbstractChartData) - n = fieldnames(typeof(h)) - return to_camelcase.(n) -end function Serde.SerJson.ser_name(::Type{A}, ::Val{T}) where {A<:AbstractChartData,T} return to_camelcase(T) From 2f68ada63bfd46b2cd809c7ffb9522e03f3906e3 Mon Sep 17 00:00:00 2001 From: DeevsDeevs Date: Fri, 17 May 2024 00:15:44 -0300 Subject: [PATCH 05/11] upd examples --- examples/charts/02_two_lines_and_styles.jl | 6 +- examples/charts/05_candlesticks.jl | 51 + examples/charts/05_from_csv.jl | 26 - examples/charts/06_candlesticks.jl | 43 - examples/charts/06_scatter_line.jl | 35 + examples/charts/{08_bar.jl => 07_bar.jl} | 0 examples/charts/07_scatter_line.jl | 149 - examples/samples/btcusdt.csv | 10000 ------------------- examples/samples/btcusdt_candlesticks.csv | 731 -- test/runtests.jl | 31 +- 10 files changed, 119 insertions(+), 10953 deletions(-) create mode 100644 examples/charts/05_candlesticks.jl delete mode 100644 examples/charts/05_from_csv.jl delete mode 100644 examples/charts/06_candlesticks.jl create mode 100644 examples/charts/06_scatter_line.jl rename examples/charts/{08_bar.jl => 07_bar.jl} (100%) delete mode 100644 examples/charts/07_scatter_line.jl delete mode 100644 examples/samples/btcusdt.csv delete mode 100644 examples/samples/btcusdt_candlesticks.csv diff --git a/examples/charts/02_two_lines_and_styles.jl b/examples/charts/02_two_lines_and_styles.jl index 3cda333a8..af07fd222 100644 --- a/examples/charts/02_two_lines_and_styles.jl +++ b/examples/charts/02_two_lines_and_styles.jl @@ -14,7 +14,7 @@ plt = lwc_layout( lwc_line( [LWCSimpleChartData(now() + Second(i), sin(i / 5), color = randcolor()) for i in RANGE]; label_name = "sin", - line_style = LWC_DOTTED, # LWC_SOLID, LWC_DOTTED, LWC_DASHED, LWC_LARGE_DASHED, LWC_SPARSE_DOTTED + line_style = LWC_DOTTED, # LWC_SOLID, LWC_DOTTED, LWC_DASHED, LWC_LARGE_DASHED, LWC_SPARSE_DOTTED line_width = 5, line_color = "blue", ), @@ -22,8 +22,8 @@ plt = lwc_layout( now() + Second.(RANGE), 10 * cos.(RANGE / 10); label_name = "cos", - line_type = LWC_STEP, # LWC_SIMPLE LWC_STEP LWC_CURVED - price_scale_id = LWC_RIGHT, # LWC_LEFT LWC_RIGHT + line_type = LWC_STEP, # LWC_SIMPLE, LWC_STEP, LWC_CURVED + price_scale_id = LWC_RIGHT, # LWC_LEFT, LWC_RIGHT ), ), ) diff --git a/examples/charts/05_candlesticks.jl b/examples/charts/05_candlesticks.jl new file mode 100644 index 000000000..57830fd55 --- /dev/null +++ b/examples/charts/05_candlesticks.jl @@ -0,0 +1,51 @@ +# examples/charts/06_candlesticks +# +# Run from the project root with the command +# julia --project=. examples/charts/06_candlesticks.jl + +using Dates +using CryptoAPIs +using LightweightCharts +import LightweightCharts: randcolor + +ohlc = CryptoAPIs.Binance.Spot.candle(; + symbol = "ETHUSDT", + interval = CryptoAPIs.Binance.Spot.Candle.d1, + startTime = DateTime("2021-01-01"), + endTime = DateTime("2023-09-27"), + limit = 1000, +) + +panel = lwc_panel( + lwc_candlestick( + map( + x -> LWCCandle( + x.openTime, + x.openPrice, + x.highPrice, + x.lowPrice, + x.closePrice; + color = randcolor(), + border_color = randcolor(), + wick_color = randcolor(), + ), + ohlc.result, + ), + label_name = "lwc_candlestick", + up_color = "#52a49a", + down_color = "#de5e57", + border_visible = false, + price_scale_id = LWC_LEFT, + ), + lwc_histogram( + map(x -> x.openTime, ohlc.result), + map(x -> x.volume, ohlc.result); + label_name = "lwc_histogram", + base = -100.0, + color = "rgba(47, 112, 181, 0.5)", + price_scale_id = LWC_RIGHT, + ), + name = "ETHUSDT | Binance Spot", +) + +lwc_show(panel) \ No newline at end of file diff --git a/examples/charts/05_from_csv.jl b/examples/charts/05_from_csv.jl deleted file mode 100644 index d233a012f..000000000 --- a/examples/charts/05_from_csv.jl +++ /dev/null @@ -1,26 +0,0 @@ -# examples/charts/05_from_csv -# -# Run from the project root with the command -# julia --project=. examples/charts/05_from_csv.jl - -using Dates -using NanoDates -using TimeArrays -using LightweightCharts - -timearray = Vector{LWCSimpleChartData}() - -open(joinpath(@__DIR__, "..", "samples", "btcusdt.csv"), "r") do file - for line in eachline(file) - dt, v = split(line, " ") - color = parse(Float64, v) > 16544.40 ? "red" : "green" - push!(timearray, LWCSimpleChartData(NanoDate(dt), parse(Float64, v), color = color)) - end -end - -plt = lwc_layout( - lwc_panel(lwc_line(timearray; label_name = "BTCUSDT", line_type = LWC_STEP)), - sync = false, -) - -lwc_show(plt) diff --git a/examples/charts/06_candlesticks.jl b/examples/charts/06_candlesticks.jl deleted file mode 100644 index 0bf082c27..000000000 --- a/examples/charts/06_candlesticks.jl +++ /dev/null @@ -1,43 +0,0 @@ -# examples/charts/06_candlesticks -# -# Run from the project root with the command -# julia --project=. examples/charts/06_candlesticks.jl - -using Dates -using NanoDates -using LightweightCharts -import LightweightCharts: randcolor - -candlesticks = Vector{LWCCandle}() -times = Vector{NanoDate}() -volumes = Vector{Float64}() -tradesnumbes = Vector{Int64}() - -open(joinpath(@__DIR__, "..", "samples", "btcusdt_candlesticks.csv"), "r") do file - for line in eachline(file) - symbol, opentime, openprice, highprice, lowprice, closeprice, volume, tradesnumber = split(line, " ") - push!( - candlesticks, - LWCCandle( - NanoDate(opentime), - parse(Float64, openprice), - parse(Float64, highprice), - parse(Float64, lowprice), - parse(Float64, closeprice); - color = randcolor(), - border_color = randcolor(), - wick_color = randcolor(), - ), - ) - push!(times, NanoDate(opentime)) - push!(volumes, parse(Float64, volume)) - push!(tradesnumbes, parse(Int64, tradesnumber)) - end -end - -plt = lwc_layout( - lwc_panel(lwc_candlestick(candlesticks; label_name = "candlestick")), - sync = true, -) - -lwc_show(plt) diff --git a/examples/charts/06_scatter_line.jl b/examples/charts/06_scatter_line.jl new file mode 100644 index 000000000..2a0f5a54d --- /dev/null +++ b/examples/charts/06_scatter_line.jl @@ -0,0 +1,35 @@ +# examples/charts/07_scatter_line +# +# Run from the project root with the command +# julia --project=. examples/charts/07_scatter_line.jl +using LightweightCharts + +chart = lwc_panel( + lwc_line( + round(Int64, time()) .+ collect(1:5000), + map(x -> 1.4 + rand([0.0:0.005:0.8..., 0.8:0.01:0.9...])^10.0, 1:5000); + label_name = "scatter_purple", + line_color = "#9558b2", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + round(Int64, time()) .+ collect(1:5000), + map(x -> 1.2 + rand([0.0:0.005:0.8..., 0.8:0.01:0.9...])^10.0, 1:5000); + label_name = "scatter_green", + line_color = "#389826", + point_markers_visible = true, + line_visible = false, + ), + lwc_line( + round(Int64, time()) .+ collect(1:5000), + map(x -> 1.0 + rand([0.0:0.005:0.8..., 0.8:0.01:0.9...])^10.0, 1:5000); + label_name = "scatter_red", + line_color = "#cb3c33", + point_markers_visible = true, + line_visible = false, + ), + max_y = 1.6 +) + +lwc_show(chart) \ No newline at end of file diff --git a/examples/charts/08_bar.jl b/examples/charts/07_bar.jl similarity index 100% rename from examples/charts/08_bar.jl rename to examples/charts/07_bar.jl diff --git a/examples/charts/07_scatter_line.jl b/examples/charts/07_scatter_line.jl deleted file mode 100644 index 40d69c61d..000000000 --- a/examples/charts/07_scatter_line.jl +++ /dev/null @@ -1,149 +0,0 @@ -# examples/charts/07_scatter_line -# -# Run from the project root with the command -# julia --project=. examples/charts/07_scatter_line.jl - -using Dates, Random -using LightweightCharts - -NUM_POINTS = 1000 - -plt = lwc_layout( - lwc_panel( - min_charts_for_search = 5, - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - rand(NUM_POINTS); - label_name = "scatter", - point_markers_visible = true, - line_visible = false, - ), - ), -) - -lwc_show(plt) diff --git a/examples/samples/btcusdt.csv b/examples/samples/btcusdt.csv deleted file mode 100644 index 798449abb..000000000 --- a/examples/samples/btcusdt.csv +++ /dev/null @@ -1,10000 +0,0 @@ -2023-01-01T06:18:12.943078144 16546.93 -2023-01-01T06:18:12.947892480 16546.73 -2023-01-01T06:18:12.949778432 16546.73 -2023-01-01T06:18:12.953869056 16546.73 -2023-01-01T06:18:12.954833920 16546.73 -2023-01-01T06:18:12.955006208 16546.73 -2023-01-01T06:18:12.959437824 16546.74 -2023-01-01T06:18:12.959536640 16546.74 -2023-01-01T06:18:12.959540480 16546.74 -2023-01-01T06:18:12.964818688 16546.75 -2023-01-01T06:18:12.967393536 16546.73 -2023-01-01T06:18:12.969654272 16546.73 -2023-01-01T06:18:12.969665280 16546.73 -2023-01-01T06:18:12.974304000 16546.73 -2023-01-01T06:18:12.983394816 16546.73 -2023-01-01T06:18:12.987828224 16546.73 -2023-01-01T06:18:12.989888512 16546.73 -2023-01-01T06:18:12.992173312 16546.73 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8466.0 8701.7 70676.889259 615665 -BTCUSDT 2020-01-20T00:00:00 8701.72 8746.99 8521.28 8642.35 38896.639746 385006 -BTCUSDT 2020-01-21T00:00:00 8642.35 8789.0 8488.0 8736.03 36494.687659 365621 -BTCUSDT 2020-01-22T00:00:00 8736.04 8818.0 8590.0 8682.36 29080.557138 317424 -BTCUSDT 2020-01-23T00:00:00 8682.77 8691.81 8306.39 8404.52 48165.944597 464805 -BTCUSDT 2020-01-24T00:00:00 8404.52 8528.02 8238.0 8439.0 41687.529529 407271 -BTCUSDT 2020-01-25T00:00:00 8438.99 8451.26 8254.9 8340.58 25521.157932 283118 -BTCUSDT 2020-01-26T00:00:00 8340.01 8618.13 8293.66 8615.0 31130.485164 332612 -BTCUSDT 2020-01-27T00:00:00 8614.39 9000.0 8535.0 8907.57 53973.542996 514196 -BTCUSDT 2020-01-28T00:00:00 8907.57 9400.0 8862.4 9374.21 74584.853765 616678 -BTCUSDT 2020-01-29T00:00:00 9375.34 9449.24 9216.0 9301.53 53864.065122 492545 -BTCUSDT 2020-01-30T00:00:00 9301.57 9578.0 9204.44 9513.21 60626.744259 529570 -BTCUSDT 2020-01-31T00:00:00 9511.52 9530.22 9210.01 9352.89 45552.022352 428547 -BTCUSDT 2020-02-01T00:00:00 9351.71 9464.53 9281.0 9384.61 28578.067354 334972 -BTCUSDT 2020-02-02T00:00:00 9384.41 9477.03 9120.0 9331.51 45690.91254 446558 -BTCUSDT 2020-02-03T00:00:00 9331.59 9618.79 9234.0 9292.24 50892.133451 492124 -BTCUSDT 2020-02-04T00:00:00 9291.35 9350.0 9093.01 9197.02 53308.175266 528930 -BTCUSDT 2020-02-05T00:00:00 9197.02 9744.45 9177.22 9612.04 64870.415615 661758 -BTCUSDT 2020-02-06T00:00:00 9612.03 9862.57 9526.35 9772.0 64949.706588 682179 -BTCUSDT 2020-02-07T00:00:00 9772.0 9885.0 9730.0 9813.73 43966.114632 582249 -BTCUSDT 2020-02-08T00:00:00 9813.87 9940.0 9667.11 9895.05 43600.843666 514573 -BTCUSDT 2020-02-09T00:00:00 9895.04 10166.0 9880.75 10151.75 43408.475616 536848 -BTCUSDT 2020-02-10T00:00:00 10151.72 10188.0 9756.0 9851.83 59573.084619 690308 -BTCUSDT 2020-02-11T00:00:00 9851.74 10323.59 9700.0 10223.08 62422.395224 710170 -BTCUSDT 2020-02-12T00:00:00 10223.08 10450.0 10223.08 10326.46 61008.06393 857655 -BTCUSDT 2020-02-13T00:00:00 10325.33 10500.0 10080.0 10229.63 79344.358759 932802 -BTCUSDT 2020-02-14T00:00:00 10227.78 10381.56 10111.37 10344.36 47038.480173 622310 -BTCUSDT 2020-02-15T00:00:00 10344.36 10375.0 9801.0 9904.72 57657.202947 739781 -BTCUSDT 2020-02-16T00:00:00 9904.46 10050.0 9638.12 9917.27 60023.999537 708070 -BTCUSDT 2020-02-17T00:00:00 9910.7 9964.16 9452.67 9706.0 70261.011901 778058 -BTCUSDT 2020-02-18T00:00:00 9706.0 10250.0 9576.01 10164.71 70604.124019 723413 -BTCUSDT 2020-02-19T00:00:00 10164.78 10250.0 9350.0 9593.79 55162.586895 588760 -BTCUSDT 2020-02-20T00:00:00 9594.65 9699.0 9400.0 9596.42 60152.342914 667387 -BTCUSDT 2020-02-21T00:00:00 9597.21 9755.51 9550.21 9677.05 42181.554524 470599 -BTCUSDT 2020-02-22T00:00:00 9677.05 9709.17 9560.02 9650.86 24636.757623 319961 -BTCUSDT 2020-02-23T00:00:00 9650.85 9990.0 9645.0 9936.4 37702.089843 441935 -BTCUSDT 2020-02-24T00:00:00 9936.4 9990.0 9473.56 9656.13 55796.59612 589384 -BTCUSDT 2020-02-25T00:00:00 9655.52 9675.0 9250.0 9315.84 54379.344552 579079 -BTCUSDT 2020-02-26T00:00:00 9316.48 9377.44 8633.63 8785.25 92130.345482 871018 -BTCUSDT 2020-02-27T00:00:00 8786.0 8971.77 8531.0 8823.21 72483.578762 696646 -BTCUSDT 2020-02-28T00:00:00 8823.25 8900.0 8445.0 8692.91 71155.208977 655727 -BTCUSDT 2020-02-29T00:00:00 8690.8 8790.0 8523.55 8523.61 36748.183035 414175 -BTCUSDT 2020-03-01T00:00:00 8523.61 8750.0 8411.0 8531.88 43892.201779 472019 -BTCUSDT 2020-03-02T00:00:00 8530.3 8965.75 8498.0 8915.24 60401.31773 564535 -BTCUSDT 2020-03-03T00:00:00 8911.18 8919.65 8651.0 8760.07 55154.997282 512762 -BTCUSDT 2020-03-04T00:00:00 8760.07 8848.29 8660.0 8750.87 38696.482578 454817 -BTCUSDT 2020-03-05T00:00:00 8750.99 9159.42 8746.54 9054.68 58201.866355 619552 -BTCUSDT 2020-03-06T00:00:00 9054.64 9170.0 8985.5 9131.88 43782.948044 493216 -BTCUSDT 2020-03-07T00:00:00 9130.89 9188.0 8835.0 8886.66 45422.204525 485400 -BTCUSDT 2020-03-08T00:00:00 8885.25 8886.76 8000.0 8033.31 77537.315166 740741 -BTCUSDT 2020-03-09T00:00:00 8034.76 8179.31 7632.01 7929.87 116968.863268 929234 -BTCUSDT 2020-03-10T00:00:00 7929.87 8149.0 7728.01 7894.56 86783.443875 737528 -BTCUSDT 2020-03-11T00:00:00 7894.57 7980.0 7590.0 7934.52 79942.411172 699401 -BTCUSDT 2020-03-12T00:00:00 7934.58 7966.17 4410.0 4800.0 261505.608653 1770812 -BTCUSDT 2020-03-13T00:00:00 4800.01 5955.0 3782.13 5578.6 402201.673764 2309830 -BTCUSDT 2020-03-14T00:00:00 5576.05 5640.52 5055.13 5172.06 136910.135974 1106125 -BTCUSDT 2020-03-15T00:00:00 5172.48 5940.0 5093.1 5361.3 139916.146534 1037714 -BTCUSDT 2020-03-16T00:00:00 5360.33 5365.42 4442.12 5028.97 227276.92276 1608176 -BTCUSDT 2020-03-17T00:00:00 5028.86 5525.0 4921.45 5312.64 150089.926318 1069217 -BTCUSDT 2020-03-18T00:00:00 5312.64 5436.17 5009.37 5393.04 137127.634894 962843 -BTCUSDT 2020-03-19T00:00:00 5393.26 6400.0 5252.53 6162.37 199020.873439 1403608 -BTCUSDT 2020-03-20T00:00:00 6162.05 6900.0 5670.0 6208.36 219298.329514 1580069 -BTCUSDT 2020-03-21T00:00:00 6204.57 6456.98 5860.02 6186.98 128913.668363 990974 -BTCUSDT 2020-03-22T00:00:00 6187.04 6407.87 5734.01 5816.19 119115.990527 952259 -BTCUSDT 2020-03-23T00:00:00 5816.05 6600.0 5688.0 6467.31 164674.215785 1099406 -BTCUSDT 2020-03-24T00:00:00 6465.25 6833.0 6371.33 6744.72 151138.009878 1012669 -BTCUSDT 2020-03-25T00:00:00 6744.69 6957.96 6450.0 6677.43 132155.734989 912179 -BTCUSDT 2020-03-26T00:00:00 6677.42 6780.0 6510.0 6737.36 83026.555211 668467 -BTCUSDT 2020-03-27T00:00:00 6737.27 6842.59 6261.0 6359.11 82914.968354 643631 -BTCUSDT 2020-03-28T00:00:00 6359.11 6360.0 6024.0 6236.65 93159.693429 725588 -BTCUSDT 2020-03-29T00:00:00 6236.65 6266.0 5866.56 5881.42 63311.627714 496709 -BTCUSDT 2020-03-30T00:00:00 5880.5 6599.0 5857.76 6394.38 118889.549992 784034 -BTCUSDT 2020-03-31T00:00:00 6394.45 6523.23 6321.4 6410.44 72337.595259 538231 -BTCUSDT 2020-04-01T00:00:00 6412.14 6679.94 6150.11 6642.92 97500.7524 758061 -BTCUSDT 2020-04-02T00:00:00 6643.36 7198.0 6551.0 6794.09 149299.906871 1101043 -BTCUSDT 2020-04-03T00:00:00 6793.86 7048.0 6602.1 6734.1 104080.276939 840456 -BTCUSDT 2020-04-04T00:00:00 6732.97 6990.41 6650.01 6856.99 72990.861139 659051 -BTCUSDT 2020-04-05T00:00:00 6857.41 6895.54 6677.52 6772.78 49685.356983 506433 -BTCUSDT 2020-04-06T00:00:00 6772.78 7355.14 6765.0 7329.9 118052.000832 956586 -BTCUSDT 2020-04-07T00:00:00 7329.9 7459.69 7077.0 7197.32 103585.168918 924436 -BTCUSDT 2020-04-08T00:00:00 7197.32 7420.0 7150.0 7361.28 76059.145838 750516 -BTCUSDT 2020-04-09T00:00:00 7360.26 7371.92 7108.08 7283.54 61094.872417 686207 -BTCUSDT 2020-04-10T00:00:00 7283.54 7295.75 6739.98 6858.92 104674.623375 949050 -BTCUSDT 2020-04-11T00:00:00 6858.92 6944.3 6760.0 6876.83 45470.293206 484618 -BTCUSDT 2020-04-12T00:00:00 6876.84 7177.0 6780.0 6903.79 73868.666501 648323 -BTCUSDT 2020-04-13T00:00:00 6903.79 6903.79 6575.0 6837.91 96415.476573 804179 -BTCUSDT 2020-04-14T00:00:00 6838.04 6978.0 6754.28 6868.7 69068.623285 608665 -BTCUSDT 2020-04-15T00:00:00 6868.57 6933.0 6605.0 6621.24 61571.384994 581374 -BTCUSDT 2020-04-16T00:00:00 6621.25 7190.0 6468.27 7101.94 125009.857539 971163 -BTCUSDT 2020-04-17T00:00:00 7101.99 7148.12 6972.98 7027.55 54126.509763 537554 -BTCUSDT 2020-04-18T00:00:00 7026.78 7293.08 7014.4 7248.6 49488.542819 494670 -BTCUSDT 2020-04-19T00:00:00 7248.6 7266.15 7055.6 7120.74 45664.86393 483574 -BTCUSDT 2020-04-20T00:00:00 7121.4 7220.0 6751.0 6826.83 90149.49137 785174 -BTCUSDT 2020-04-21T00:00:00 6828.98 6940.0 6762.0 6841.37 60109.710808 555797 -BTCUSDT 2020-04-22T00:00:00 6841.36 7156.38 6818.0 7125.14 61486.377334 508659 -BTCUSDT 2020-04-23T00:00:00 7125.12 7738.0 7020.0 7482.39 102773.569561 881099 -BTCUSDT 2020-04-24T00:00:00 7483.96 7615.96 7388.0 7505.0 60182.119939 601093 -BTCUSDT 2020-04-25T00:00:00 7505.0 7705.0 7431.07 7538.67 43874.427726 521943 -BTCUSDT 2020-04-26T00:00:00 7539.03 7700.0 7480.0 7693.1 50522.616209 554480 -BTCUSDT 2020-04-27T00:00:00 7693.1 7792.02 7606.0 7774.62 65441.339576 637800 -BTCUSDT 2020-04-28T00:00:00 7773.51 7780.0 7659.12 7738.98 46302.752638 499414 -BTCUSDT 2020-04-29T00:00:00 7738.58 8952.89 7710.05 8778.57 183546.887514 1433128 -BTCUSDT 2020-04-30T00:00:00 8778.58 9460.0 8401.0 8620.0 206277.214124 1661554 -BTCUSDT 2020-05-01T00:00:00 8620.0 9059.18 8613.56 8826.96 91468.815059 865960 -BTCUSDT 2020-05-02T00:00:00 8825.67 9010.0 8753.0 8972.05 59002.08755 637884 -BTCUSDT 2020-05-03T00:00:00 8972.58 9200.0 8712.0 8894.16 90126.065643 877460 -BTCUSDT 2020-05-04T00:00:00 8894.15 8950.0 8522.0 8871.96 84418.512331 848802 -BTCUSDT 2020-05-05T00:00:00 8871.92 9118.58 8760.0 9021.83 76480.765342 812543 -BTCUSDT 2020-05-06T00:00:00 9021.36 9395.0 8906.21 9142.92 105925.30242 1007661 -BTCUSDT 2020-05-07T00:00:00 9143.4 10067.0 9021.0 9986.4 147154.611378 1254835 -BTCUSDT 2020-05-08T00:00:00 9986.3 10035.96 9705.0 9800.01 100683.7964 967816 -BTCUSDT 2020-05-09T00:00:00 9800.02 9914.25 9520.0 9539.4 81950.679567 839384 -BTCUSDT 2020-05-10T00:00:00 9539.1 9574.83 8117.0 8722.77 183865.182028 1565771 -BTCUSDT 2020-05-11T00:00:00 8722.77 9168.0 8200.0 8561.52 168807.251832 1367382 -BTCUSDT 2020-05-12T00:00:00 8562.04 8978.26 8528.78 8810.79 86522.780066 784859 -BTCUSDT 2020-05-13T00:00:00 8810.99 9398.0 8792.99 9309.37 92466.274018 869216 -BTCUSDT 2020-05-14T00:00:00 9309.35 9939.0 9256.76 9791.98 129565.37747 1199530 -BTCUSDT 2020-05-15T00:00:00 9791.97 9845.62 9150.0 9316.42 115890.761516 1055630 -BTCUSDT 2020-05-16T00:00:00 9315.96 9588.0 9220.0 9381.27 59587.627862 692028 -BTCUSDT 2020-05-17T00:00:00 9380.81 9888.0 9322.1 9680.04 68647.764323 722718 -BTCUSDT 2020-05-18T00:00:00 9681.11 9950.0 9464.23 9733.93 82006.603583 794292 -BTCUSDT 2020-05-19T00:00:00 9733.93 9897.21 9474.0 9775.53 78539.760454 773581 -BTCUSDT 2020-05-20T00:00:00 9775.13 9842.0 9326.0 9511.43 74923.73809 731189 -BTCUSDT 2020-05-21T00:00:00 9511.43 9578.47 8815.0 9068.65 108928.780969 951971 -BTCUSDT 2020-05-22T00:00:00 9067.51 9271.0 8933.52 9170.0 58943.131024 693694 -BTCUSDT 2020-05-23T00:00:00 9170.0 9307.85 9070.0 9179.15 43526.296966 512460 -BTCUSDT 2020-05-24T00:00:00 9179.01 9298.0 8700.0 8720.34 70379.86645 774088 -BTCUSDT 2020-05-25T00:00:00 8718.14 8979.66 8642.72 8900.35 62833.910949 733557 -BTCUSDT 2020-05-26T00:00:00 8900.35 9017.67 8700.0 8841.18 58299.770138 678304 -BTCUSDT 2020-05-27T00:00:00 8841.0 9225.0 8811.73 9204.07 68910.355514 662850 -BTCUSDT 2020-05-28T00:00:00 9204.07 9625.47 9110.0 9575.89 74110.787662 738725 -BTCUSDT 2020-05-29T00:00:00 9575.87 9605.26 9330.0 9427.07 57374.362961 593705 -BTCUSDT 2020-05-30T00:00:00 9426.6 9740.0 9331.23 9697.72 55665.27254 651290 -BTCUSDT 2020-05-31T00:00:00 9697.72 9700.0 9381.41 9448.27 48333.786403 651473 -BTCUSDT 2020-06-01T00:00:00 9448.27 10380.0 9421.67 10200.77 76649.12696 826964 -BTCUSDT 2020-06-02T00:00:00 10202.71 10228.99 9266.0 9518.04 108970.773151 1004312 -BTCUSDT 2020-06-03T00:00:00 9518.02 9690.0 9365.21 9666.24 46252.644939 562784 -BTCUSDT 2020-06-04T00:00:00 9666.32 9881.63 9450.0 9789.06 57456.100969 665881 -BTCUSDT 2020-06-05T00:00:00 9788.14 9854.75 9581.0 9621.16 47788.05005 566062 -BTCUSDT 2020-06-06T00:00:00 9621.17 9735.0 9531.05 9666.3 32752.950893 435796 -BTCUSDT 2020-06-07T00:00:00 9666.85 9802.0 9372.46 9746.99 57952.848385 637766 -BTCUSDT 2020-06-08T00:00:00 9746.99 9800.0 9633.0 9782.01 40664.664125 485139 -BTCUSDT 2020-06-09T00:00:00 9782.0 9877.0 9570.0 9772.43 46024.001289 551863 -BTCUSDT 2020-06-10T00:00:00 9772.44 9992.72 9704.18 9885.0 47130.762982 560909 -BTCUSDT 2020-06-11T00:00:00 9885.22 9964.0 9113.0 9280.4 94418.98473 966502 -BTCUSDT 2020-06-12T00:00:00 9278.88 9557.12 9232.51 9465.13 50119.066932 553203 -BTCUSDT 2020-06-13T00:00:00 9464.96 9494.73 9351.0 9473.34 27759.784851 392763 -BTCUSDT 2020-06-14T00:00:00 9473.34 9480.99 9245.0 9342.1 30055.506608 415568 -BTCUSDT 2020-06-15T00:00:00 9342.1 9495.0 8910.45 9426.02 86107.924707 839521 -BTCUSDT 2020-06-16T00:00:00 9426.05 9589.0 9373.09 9525.59 52052.446927 543481 -BTCUSDT 2020-06-17T00:00:00 9526.97 9565.0 9236.61 9465.14 48046.411152 536158 -BTCUSDT 2020-06-18T00:00:00 9465.13 9489.0 9280.0 9386.32 37381.953765 475074 -BTCUSDT 2020-06-19T00:00:00 9386.32 9438.3 9215.79 9310.23 45330.983673 503484 -BTCUSDT 2020-06-20T00:00:00 9310.23 9395.0 9170.95 9358.95 30329.065384 382778 -BTCUSDT 2020-06-21T00:00:00 9358.95 9422.0 9281.54 9294.69 24316.926234 321015 -BTCUSDT 2020-06-22T00:00:00 9294.69 9780.0 9277.09 9685.69 57895.468343 588704 -BTCUSDT 2020-06-23T00:00:00 9685.69 9720.0 9577.03 9624.89 41031.02938 474319 -BTCUSDT 2020-06-24T00:00:00 9624.33 9670.0 9208.0 9296.49 61571.561464 572362 -BTCUSDT 2020-06-25T00:00:00 9298.33 9340.0 9009.69 9249.49 55831.619156 536205 -BTCUSDT 2020-06-26T00:00:00 9249.49 9298.0 9045.45 9162.21 50292.298277 510947 -BTCUSDT 2020-06-27T00:00:00 9162.21 9196.24 8833.0 9012.0 46290.930113 499415 -BTCUSDT 2020-06-28T00:00:00 9012.0 9191.0 8948.06 9116.35 30688.176421 374404 -BTCUSDT 2020-06-29T00:00:00 9116.16 9238.0 9024.67 9192.56 42120.293261 434299 -BTCUSDT 2020-06-30T00:00:00 9192.93 9205.0 9064.89 9138.55 31463.162801 328083 -BTCUSDT 2020-07-01T00:00:00 9138.08 9292.0 9080.1 9232.0 38488.528699 374832 -BTCUSDT 2020-07-02T00:00:00 9231.99 9261.96 8940.0 9086.54 45725.168076 470292 -BTCUSDT 2020-07-03T00:00:00 9086.54 9125.0 9037.47 9058.26 28943.420177 343189 -BTCUSDT 2020-07-04T00:00:00 9057.79 9190.0 9040.04 9135.46 26441.968484 335225 -BTCUSDT 2020-07-05T00:00:00 9135.0 9145.24 8893.03 9069.41 34073.653627 384500 -BTCUSDT 2020-07-06T00:00:00 9069.41 9375.0 9055.92 9344.2 54463.132277 533540 -BTCUSDT 2020-07-07T00:00:00 9342.47 9379.42 9203.0 9257.39 34587.336678 433481 -BTCUSDT 2020-07-08T00:00:00 9257.4 9470.0 9231.0 9436.06 56140.517781 652605 -BTCUSDT 2020-07-09T00:00:00 9436.06 9440.79 9160.0 9232.43 48044.450645 575491 -BTCUSDT 2020-07-10T00:00:00 9232.42 9317.48 9125.0 9288.34 38295.494006 525484 -BTCUSDT 2020-07-11T00:00:00 9288.34 9299.28 9178.25 9234.03 22561.366 413452 -BTCUSDT 2020-07-12T00:00:00 9234.02 9345.0 9157.5 9302.75 30872.702286 484875 -BTCUSDT 2020-07-13T00:00:00 9303.31 9343.82 9200.89 9242.62 42740.069115 642552 -BTCUSDT 2020-07-14T00:00:00 9242.61 9279.54 9113.0 9255.85 45772.552509 613139 -BTCUSDT 2020-07-15T00:00:00 9255.85 9276.49 9160.57 9197.6 39053.579665 554780 -BTCUSDT 2020-07-16T00:00:00 9197.6 9226.15 9047.25 9133.72 43375.571191 681807 -BTCUSDT 2020-07-17T00:00:00 9133.72 9186.83 9089.81 9154.32 28054.358741 470991 -BTCUSDT 2020-07-18T00:00:00 9154.31 9219.3 9121.1 9170.28 22554.541457 430377 -BTCUSDT 2020-07-19T00:00:00 9170.3 9232.27 9101.35 9208.99 26052.019417 440449 -BTCUSDT 2020-07-20T00:00:00 9208.99 9221.52 9131.0 9160.78 35458.764082 557096 -BTCUSDT 2020-07-21T00:00:00 9160.78 9437.73 9152.8 9390.0 60413.582486 782959 -BTCUSDT 2020-07-22T00:00:00 9390.0 9544.0 9261.0 9518.16 48815.004107 663029 -BTCUSDT 2020-07-23T00:00:00 9518.16 9664.0 9440.33 9603.27 51856.2335 735371 -BTCUSDT 2020-07-24T00:00:00 9603.27 9637.0 9463.44 9537.8 43931.136205 677725 -BTCUSDT 2020-07-25T00:00:00 9538.1 9732.9 9513.0 9700.42 40679.545416 675222 -BTCUSDT 2020-07-26T00:00:00 9700.42 10111.0 9650.0 9931.54 65279.269319 945611 -BTCUSDT 2020-07-27T00:00:00 9931.54 11394.86 9917.21 11029.96 150188.933144 1901088 -BTCUSDT 2020-07-28T00:00:00 11029.96 11242.23 10565.0 10906.27 97267.734187 1475636 -BTCUSDT 2020-07-29T00:00:00 10906.27 11342.82 10812.0 11100.53 76838.094233 1127302 -BTCUSDT 2020-07-30T00:00:00 11100.52 11170.0 10831.0 11099.61 60794.826456 879960 -BTCUSDT 2020-07-31T00:00:00 11099.79 11444.0 10960.0 11335.46 70063.660974 971584 -BTCUSDT 2020-08-01T00:00:00 11335.46 11861.0 11220.0 11801.17 85087.485126 1174252 -BTCUSDT 2020-08-02T00:00:00 11801.17 12123.46 10518.5 11071.35 97553.077604 1459900 -BTCUSDT 2020-08-03T00:00:00 11071.36 11473.0 10936.0 11219.81 56931.841475 919185 -BTCUSDT 2020-08-04T00:00:00 11219.68 11414.98 11000.0 11191.97 58629.113709 863692 -BTCUSDT 2020-08-05T00:00:00 11191.99 11780.93 11093.0 11744.91 74970.256852 964637 -BTCUSDT 2020-08-06T00:00:00 11744.91 11900.0 11562.5 11762.46 63529.08502 919918 -BTCUSDT 2020-08-07T00:00:00 11762.47 11909.94 11322.0 11594.23 65755.926022 940045 -BTCUSDT 2020-08-08T00:00:00 11594.36 11808.27 11512.0 11761.41 41858.16104 779318 -BTCUSDT 2020-08-09T00:00:00 11761.02 11797.11 11521.97 11681.68 41493.067342 853386 -BTCUSDT 2020-08-10T00:00:00 11681.69 12067.35 11450.0 11892.92 84952.337887 1340835 -BTCUSDT 2020-08-11T00:00:00 11892.9 11935.0 11125.0 11392.08 90748.284634 1343979 -BTCUSDT 2020-08-12T00:00:00 11392.09 11617.52 11150.0 11564.33 64909.613644 1104096 -BTCUSDT 2020-08-13T00:00:00 11564.34 11792.96 11270.36 11780.0 70132.491502 1243382 -BTCUSDT 2020-08-14T00:00:00 11779.77 11850.0 11634.03 11760.54 59818.852697 1011746 -BTCUSDT 2020-08-15T00:00:00 11760.55 11980.0 11680.0 11852.4 56237.90505 1018956 -BTCUSDT 2020-08-16T00:00:00 11852.4 11931.72 11686.0 11911.0 41368.236906 790240 -BTCUSDT 2020-08-17T00:00:00 11910.99 12468.0 11769.78 12281.13 84734.21154 1210228 -BTCUSDT 2020-08-18T00:00:00 12281.15 12387.77 11817.93 11945.01 75923.835527 1189390 -BTCUSDT 2020-08-19T00:00:00 11945.1 12020.08 11561.0 11754.59 73940.169606 1258060 -BTCUSDT 2020-08-20T00:00:00 11754.38 11888.0 11668.0 11853.55 46085.254351 798027 -BTCUSDT 2020-08-21T00:00:00 11853.54 11878.0 11485.81 11531.34 64448.306142 1189668 -BTCUSDT 2020-08-22T00:00:00 11531.23 11686.0 11376.81 11662.96 43678.701646 809328 -BTCUSDT 2020-08-23T00:00:00 11663.51 11718.07 11514.13 11648.13 37900.00469 627352 -BTCUSDT 2020-08-24T00:00:00 11648.12 11824.9 11585.09 11748.2 46212.391867 656584 -BTCUSDT 2020-08-25T00:00:00 11748.19 11767.85 11117.64 11318.42 69590.923272 996668 -BTCUSDT 2020-08-26T00:00:00 11318.42 11539.32 11244.0 11461.43 53998.231231 862654 -BTCUSDT 2020-08-27T00:00:00 11461.42 11592.2 11125.0 11330.38 63246.036383 959270 -BTCUSDT 2020-08-28T00:00:00 11330.38 11542.65 11276.89 11526.91 45953.908365 719985 -BTCUSDT 2020-08-29T00:00:00 11526.9 11580.02 11417.04 11465.84 32973.7992 611834 -BTCUSDT 2020-08-30T00:00:00 11465.84 11719.0 11458.0 11711.16 43177.879054 756541 -BTCUSDT 2020-08-31T00:00:00 11711.17 11800.77 11570.0 11649.51 55353.617744 822062 -BTCUSDT 2020-09-01T00:00:00 11649.51 12050.85 11515.0 11921.97 78148.193668 1321492 -BTCUSDT 2020-09-02T00:00:00 11921.97 11954.57 11160.1 11388.54 87221.845602 1373524 -BTCUSDT 2020-09-03T00:00:00 11388.54 11462.6 9960.8 10140.85 121950.106015 1611610 -BTCUSDT 2020-09-04T00:00:00 10138.29 10627.05 9875.5 10446.25 92733.599113 1434860 -BTCUSDT 2020-09-05T00:00:00 10446.25 10565.68 9825.0 10166.69 90001.605568 1476782 -BTCUSDT 2020-09-06T00:00:00 10166.69 10347.14 9994.86 10256.2 56368.788815 1053192 -BTCUSDT 2020-09-07T00:00:00 10255.89 10410.75 9875.0 10373.44 62620.230676 927363 -BTCUSDT 2020-09-08T00:00:00 10373.45 10438.0 9850.0 10126.65 73491.878418 1048125 -BTCUSDT 2020-09-09T00:00:00 10126.66 10343.0 9981.01 10219.2 49347.113776 755560 -BTCUSDT 2020-09-10T00:00:00 10219.29 10483.35 10070.83 10336.87 58253.75375 851877 -BTCUSDT 2020-09-11T00:00:00 10336.86 10397.6 10200.0 10387.89 43830.254467 637869 -BTCUSDT 2020-09-12T00:00:00 10387.89 10477.97 10269.25 10440.92 35379.153096 577724 -BTCUSDT 2020-09-13T00:00:00 10440.67 10580.11 10200.0 10332.83 43837.609865 692439 -BTCUSDT 2020-09-14T00:00:00 10332.84 10750.0 10212.34 10671.77 67059.291361 828957 -BTCUSDT 2020-09-15T00:00:00 10671.77 10930.04 10606.48 10785.31 61822.452786 893852 -BTCUSDT 2020-09-16T00:00:00 10785.23 11093.0 10661.22 10954.01 64991.51244 884153 -BTCUSDT 2020-09-17T00:00:00 10954.01 11045.46 10745.83 10939.99 55601.614529 829137 -BTCUSDT 2020-09-18T00:00:00 10940.0 11038.03 10812.84 10933.39 47266.728275 717371 -BTCUSDT 2020-09-19T00:00:00 10933.4 11179.79 10887.37 11080.65 38440.036858 620127 -BTCUSDT 2020-09-20T00:00:00 11080.64 11080.64 10723.0 10920.28 39157.922565 646329 -BTCUSDT 2020-09-21T00:00:00 10920.28 10988.86 10296.35 10417.22 70683.431179 1028531 -BTCUSDT 2020-09-22T00:00:00 10417.22 10572.71 10353.0 10529.61 43991.235476 738576 -BTCUSDT 2020-09-23T00:00:00 10529.61 10537.15 10136.82 10241.46 51876.568079 774391 -BTCUSDT 2020-09-24T00:00:00 10241.46 10795.24 10190.93 10736.32 57676.619427 789282 -BTCUSDT 2020-09-25T00:00:00 10736.33 10760.53 10556.24 10686.67 48101.117008 733430 -BTCUSDT 2020-09-26T00:00:00 10686.57 10820.94 10644.68 10728.6 28420.836659 502670 -BTCUSDT 2020-09-27T00:00:00 10728.59 10799.0 10594.82 10774.25 30549.483253 516004 -BTCUSDT 2020-09-28T00:00:00 10774.26 10950.0 10626.0 10696.12 50095.251734 686664 -BTCUSDT 2020-09-29T00:00:00 10696.11 10867.54 10635.87 10840.48 41874.898399 587576 -BTCUSDT 2020-09-30T00:00:00 10840.58 10849.34 10665.13 10776.59 39596.027322 595383 -BTCUSDT 2020-10-01T00:00:00 10776.59 10920.0 10437.0 10619.13 60866.332893 794855 -BTCUSDT 2020-10-02T00:00:00 10619.13 10664.64 10374.0 10570.4 50130.393705 777193 -BTCUSDT 2020-10-03T00:00:00 10570.4 10603.56 10496.46 10542.06 22298.221341 381329 -BTCUSDT 2020-10-04T00:00:00 10542.07 10696.87 10517.87 10666.63 23212.001595 377553 -BTCUSDT 2020-10-05T00:00:00 10666.62 10798.0 10615.64 10792.21 34025.761653 483340 -BTCUSDT 2020-10-06T00:00:00 10792.2 10800.0 10525.0 10599.66 48674.740471 734526 -BTCUSDT 2020-10-07T00:00:00 10599.65 10681.87 10546.17 10666.39 32811.990279 503440 -BTCUSDT 2020-10-08T00:00:00 10666.4 10950.0 10530.41 10925.57 51959.691572 659291 -BTCUSDT 2020-10-09T00:00:00 10925.44 11104.64 10829.0 11050.64 48240.073237 635681 -BTCUSDT 2020-10-10T00:00:00 11050.64 11491.0 11050.51 11293.22 43648.036943 698561 -BTCUSDT 2020-10-11T00:00:00 11293.22 11445.0 11221.0 11369.02 29043.851339 509714 -BTCUSDT 2020-10-12T00:00:00 11369.02 11720.01 11172.0 11528.25 52825.28371 740823 -BTCUSDT 2020-10-13T00:00:00 11528.24 11557.0 11300.0 11420.56 42205.283709 618262 -BTCUSDT 2020-10-14T00:00:00 11420.57 11547.98 11280.0 11417.89 41415.106015 590025 -BTCUSDT 2020-10-15T00:00:00 11417.89 11617.34 11250.83 11505.12 48760.717679 662386 -BTCUSDT 2020-10-16T00:00:00 11505.13 11541.15 11200.0 11319.32 48797.749502 693210 -BTCUSDT 2020-10-17T00:00:00 11319.24 11402.42 11255.0 11360.2 22368.915241 365973 -BTCUSDT 2020-10-18T00:00:00 11360.31 11505.0 11346.22 11503.14 23284.041191 346946 -BTCUSDT 2020-10-19T00:00:00 11503.14 11823.99 11407.96 11751.47 47414.534692 650960 -BTCUSDT 2020-10-20T00:00:00 11751.46 12038.38 11677.59 11909.99 62134.750663 906111 -BTCUSDT 2020-10-21T00:00:00 11910.0 13217.68 11886.95 12780.96 114584.456767 1453620 -BTCUSDT 2020-10-22T00:00:00 12780.75 13185.0 12678.08 12968.52 70038.824144 1035811 -BTCUSDT 2020-10-23T00:00:00 12968.84 13027.69 12720.08 12923.07 50386.999841 699313 -BTCUSDT 2020-10-24T00:00:00 12923.06 13166.73 12870.0 13111.73 35952.20907 536821 -BTCUSDT 2020-10-25T00:00:00 13111.73 13350.0 12888.0 13028.83 38481.579504 610498 -BTCUSDT 2020-10-26T00:00:00 13029.64 13238.81 12765.0 13052.19 60951.672986 818144 -BTCUSDT 2020-10-27T00:00:00 13052.15 13789.29 13019.87 13636.17 80811.01945 1003615 -BTCUSDT 2020-10-28T00:00:00 13636.16 13859.48 12888.0 13266.4 94440.561226 1234511 -BTCUSDT 2020-10-29T00:00:00 13266.4 13642.91 12920.77 13455.7 74872.602132 1008433 -BTCUSDT 2020-10-30T00:00:00 13455.69 13669.98 13115.0 13560.1 70657.778881 1060387 -BTCUSDT 2020-10-31T00:00:00 13560.1 14100.0 13411.5 13791.0 67339.238515 1022202 -BTCUSDT 2020-11-01T00:00:00 13791.0 13895.0 13603.0 13761.5 36285.648526 606248 -BTCUSDT 2020-11-02T00:00:00 13761.49 13830.0 13195.05 13549.37 64566.421908 869850 -BTCUSDT 2020-11-03T00:00:00 13549.63 14066.11 13284.99 14023.53 74115.630787 1052569 -BTCUSDT 2020-11-04T00:00:00 14023.53 14259.0 13525.0 14144.01 93016.988262 1212959 -BTCUSDT 2020-11-05T00:00:00 14144.01 15750.0 14093.56 15590.02 143741.522673 1736055 -BTCUSDT 2020-11-06T00:00:00 15590.02 15960.0 15166.0 15579.92 122618.197695 1654968 -BTCUSDT 2020-11-07T00:00:00 15579.93 15753.52 14344.22 14818.3 101431.206553 1557021 -BTCUSDT 2020-11-08T00:00:00 14818.3 15650.0 14703.88 15475.1 65547.178574 998773 -BTCUSDT 2020-11-09T00:00:00 15475.1 15840.0 14805.54 15328.41 108976.334134 1505441 -BTCUSDT 2020-11-10T00:00:00 15328.41 15460.0 15072.46 15297.21 61681.919606 1093466 -BTCUSDT 2020-11-11T00:00:00 15297.21 15965.0 15272.68 15684.24 78469.746458 1247167 -BTCUSDT 2020-11-12T00:00:00 15684.25 16340.7 15440.64 16291.86 102196.356592 1472049 -BTCUSDT 2020-11-13T00:00:00 16291.85 16480.0 15952.35 16320.7 75691.881014 1208773 -BTCUSDT 2020-11-14T00:00:00 16320.04 16326.99 15670.0 16070.45 59116.347179 931424 -BTCUSDT 2020-11-15T00:00:00 16069.56 16180.0 15774.72 15957.0 43596.841513 854441 -BTCUSDT 2020-11-16T00:00:00 15957.0 16880.0 15864.0 16713.57 81300.675924 1202386 -BTCUSDT 2020-11-17T00:00:00 16713.08 17858.82 16538.0 17659.38 115221.403102 1646652 -BTCUSDT 2020-11-18T00:00:00 17659.38 18476.93 17214.45 17776.12 149019.788134 2091832 -BTCUSDT 2020-11-19T00:00:00 17777.75 18179.8 17335.65 17802.82 93009.561008 1513304 -BTCUSDT 2020-11-20T00:00:00 17802.81 18815.22 17740.04 18655.67 88423.018489 1444692 -BTCUSDT 2020-11-21T00:00:00 18655.66 18965.9 18308.58 18703.8 75577.458394 1451352 -BTCUSDT 2020-11-22T00:00:00 18703.8 18750.0 17610.86 18414.43 81645.737778 1528524 -BTCUSDT 2020-11-23T00:00:00 18413.88 18766.0 18000.0 18368.0 82961.506093 1629379 -BTCUSDT 2020-11-24T00:00:00 18368.01 19418.97 18018.0 19160.01 113581.509241 2179862 -BTCUSDT 2020-11-25T00:00:00 19160.0 19484.21 18500.27 18719.11 93266.576887 1785408 -BTCUSDT 2020-11-26T00:00:00 18718.83 18915.03 16188.0 17149.47 181005.246693 2770483 -BTCUSDT 2020-11-27T00:00:00 17149.47 17457.62 16438.08 17139.52 85297.024787 1572299 -BTCUSDT 2020-11-28T00:00:00 17139.53 17880.49 16865.56 17719.85 64910.69997 1209385 -BTCUSDT 2020-11-29T00:00:00 17719.84 18360.05 17517.0 18184.99 55329.016303 1141289 -BTCUSDT 2020-11-30T00:00:00 18185.0 19863.16 18184.99 19695.87 115463.466888 1744149 -BTCUSDT 2020-12-01T00:00:00 19695.87 19888.0 18001.12 18764.96 127698.762652 2023802 -BTCUSDT 2020-12-02T00:00:00 18764.96 19342.0 18330.0 19204.09 75911.013478 1566635 -BTCUSDT 2020-12-03T00:00:00 19204.08 19598.0 18867.2 19421.9 66689.391279 1242229 -BTCUSDT 2020-12-04T00:00:00 19422.34 19527.0 18565.31 18650.52 71283.6682 1286657 -BTCUSDT 2020-12-05T00:00:00 18650.51 19177.0 18500.0 19147.66 42922.748573 932124 -BTCUSDT 2020-12-06T00:00:00 19147.66 19420.0 18857.0 19359.4 37043.091861 820382 -BTCUSDT 2020-12-07T00:00:00 19358.67 19420.91 18902.88 19166.9 41372.296293 840954 -BTCUSDT 2020-12-08T00:00:00 19166.9 19294.84 18200.0 18324.11 61626.947614 1143181 -BTCUSDT 2020-12-09T00:00:00 18324.11 18639.57 17650.0 18541.28 79585.553801 1302476 -BTCUSDT 2020-12-10T00:00:00 18541.29 18557.32 17911.12 18254.63 52890.675094 891151 -BTCUSDT 2020-12-11T00:00:00 18254.81 18292.73 17572.33 18036.53 72610.724259 1117810 -BTCUSDT 2020-12-12T00:00:00 18036.53 18948.66 18020.7 18808.69 49519.978432 891810 -BTCUSDT 2020-12-13T00:00:00 18808.69 19411.0 18711.12 19174.99 56560.821744 938022 -BTCUSDT 2020-12-14T00:00:00 19174.99 19349.0 19000.0 19273.14 47257.201294 842382 -BTCUSDT 2020-12-15T00:00:00 19273.69 19570.0 19050.0 19426.43 61834.366011 1046423 -BTCUSDT 2020-12-16T00:00:00 19426.43 21560.0 19278.6 21335.52 114306.33557 1659135 -BTCUSDT 2020-12-17T00:00:00 21335.52 23800.0 21230.0 22797.16 184882.476748 2795084 -BTCUSDT 2020-12-18T00:00:00 22797.15 23285.18 22350.0 23107.39 79646.134315 1613775 -BTCUSDT 2020-12-19T00:00:00 23107.39 24171.47 22750.0 23821.61 86045.064677 1678611 -BTCUSDT 2020-12-20T00:00:00 23821.6 24295.0 23060.0 23455.52 76690.145685 1743225 -BTCUSDT 2020-12-21T00:00:00 23455.54 24102.77 21815.0 22719.71 88030.297243 1593949 -BTCUSDT 2020-12-22T00:00:00 22719.88 23837.1 22353.4 23810.79 87033.12616 1496277 -BTCUSDT 2020-12-23T00:00:00 23810.79 24100.0 22600.0 23232.76 119047.259733 2194611 -BTCUSDT 2020-12-24T00:00:00 23232.39 23794.43 22703.42 23729.2 69013.834252 1421257 -BTCUSDT 2020-12-25T00:00:00 23728.99 24789.86 23433.6 24712.47 79519.943569 1504426 -BTCUSDT 2020-12-26T00:00:00 24712.47 26867.03 24500.0 26493.39 97806.513386 1735574 -BTCUSDT 2020-12-27T00:00:00 26493.4 28422.0 25700.0 26281.66 148455.586214 2438493 -BTCUSDT 2020-12-28T00:00:00 26281.54 27500.0 26101.0 27079.41 79721.742496 1508204 -BTCUSDT 2020-12-29T00:00:00 27079.42 27410.0 25880.0 27385.0 69411.592606 1605166 -BTCUSDT 2020-12-30T00:00:00 27385.0 28996.0 27320.0 28875.54 95356.057826 1916095 -BTCUSDT 2020-12-31T00:00:00 28875.55 29300.0 27850.0 28923.63 75508.505152 1552793 -BTCUSDT 2021-01-01T00:00:00 28923.63 29600.0 28624.57 29331.69 54182.925011 1314910 -BTCUSDT 2021-01-02T00:00:00 29331.7 33300.0 28946.53 32178.33 129993.873362 2245922 -BTCUSDT 2021-01-03T00:00:00 32176.45 34778.11 31962.99 33000.05 120957.56675 2369698 -BTCUSDT 2021-01-04T00:00:00 33000.05 33600.0 28130.0 31988.71 140899.88569 2642408 -BTCUSDT 2021-01-05T00:00:00 31989.75 34360.0 29900.0 33949.53 116049.997038 2526851 -BTCUSDT 2021-01-06T00:00:00 33949.53 36939.21 33288.0 36769.36 127139.20131 2591783 -BTCUSDT 2021-01-07T00:00:00 36769.36 40365.0 36300.0 39432.28 132825.700437 2814686 -BTCUSDT 2021-01-08T00:00:00 39432.48 41950.0 36500.0 40582.81 139789.957499 2925632 -BTCUSDT 2021-01-09T00:00:00 40586.96 41380.0 38720.0 40088.22 75785.979675 1998156 -BTCUSDT 2021-01-10T00:00:00 40088.22 41350.0 35111.11 38150.02 118209.544503 2628050 -BTCUSDT 2021-01-11T00:00:00 38150.02 38264.74 30420.0 35404.47 251156.138287 4472957 -BTCUSDT 2021-01-12T00:00:00 35410.37 36628.0 32531.0 34051.24 133948.151996 2674145 -BTCUSDT 2021-01-13T00:00:00 34049.15 37850.0 32380.0 37371.38 124477.914938 2514289 -BTCUSDT 2021-01-14T00:00:00 37371.38 40100.0 36701.23 39144.5 102950.389421 2297466 -BTCUSDT 2021-01-15T00:00:00 39145.21 39747.76 34408.0 36742.22 118300.920916 2560801 -BTCUSDT 2021-01-16T00:00:00 36737.43 37950.0 35357.8 35994.98 86348.431508 2066363 -BTCUSDT 2021-01-17T00:00:00 35994.98 36852.5 33850.0 35828.61 80157.727384 1860642 -BTCUSDT 2021-01-18T00:00:00 35824.99 37469.83 34800.0 36631.27 70698.11875 1707766 -BTCUSDT 2021-01-19T00:00:00 36622.46 37850.0 35844.06 35891.49 79611.307769 1939371 -BTCUSDT 2021-01-20T00:00:00 35901.94 36415.31 33400.0 35468.23 89368.422918 2234539 -BTCUSDT 2021-01-21T00:00:00 35468.23 35600.0 30071.0 30850.13 135004.076658 2881505 -BTCUSDT 2021-01-22T00:00:00 30851.99 33826.53 28850.0 32945.17 142971.684049 2707810 -BTCUSDT 2021-01-23T00:00:00 32950.0 33456.0 31390.16 32078.0 64595.287675 1700056 -BTCUSDT 2021-01-24T00:00:00 32078.0 33071.0 30900.0 32259.9 57978.037966 1528287 -BTCUSDT 2021-01-25T00:00:00 32259.45 34875.0 31910.0 32254.2 88499.226921 2106548 -BTCUSDT 2021-01-26T00:00:00 32254.19 32921.88 30837.37 32467.77 84972.20691 2010392 -BTCUSDT 2021-01-27T00:00:00 32464.01 32557.29 29241.72 30366.15 95911.961711 2065953 -BTCUSDT 2021-01-28T00:00:00 30362.19 33783.98 29842.1 33364.86 92621.145617 2060660 -BTCUSDT 2021-01-29T00:00:00 33368.18 38531.9 31915.4 34252.2 231827.005626 4403349 -BTCUSDT 2021-01-30T00:00:00 34246.28 34933.0 32825.0 34262.88 84889.68134 2201040 -BTCUSDT 2021-01-31T00:00:00 34262.89 34342.69 32171.67 33092.98 68742.280384 1707064 -BTCUSDT 2021-02-01T00:00:00 33092.97 34717.27 32296.16 33526.37 82718.276882 1810492 -BTCUSDT 2021-02-02T00:00:00 33517.09 35984.33 33418.0 35466.24 78056.65988 1789672 -BTCUSDT 2021-02-03T00:00:00 35472.71 37662.63 35362.38 37618.87 80784.333663 1881740 -BTCUSDT 2021-02-04T00:00:00 37620.26 38708.27 36161.95 36936.66 92080.735898 2211866 -BTCUSDT 2021-02-05T00:00:00 36936.65 38310.12 36570.0 38290.24 66681.334275 1853253 -BTCUSDT 2021-02-06T00:00:00 38289.32 40955.51 38215.94 39186.94 98757.311183 2291646 -BTCUSDT 2021-02-07T00:00:00 39181.01 39700.0 37351.0 38795.69 84363.679763 1976357 -BTCUSDT 2021-02-08T00:00:00 38795.69 46794.45 37988.89 46374.87 138597.536914 3230961 -BTCUSDT 2021-02-09T00:00:00 46374.86 48142.19 44961.09 46420.42 115499.861712 3119034 -BTCUSDT 2021-02-10T00:00:00 46420.42 47310.0 43727.0 44807.58 97154.1822 2891592 -BTCUSDT 2021-02-11T00:00:00 44807.58 48678.9 43994.02 47969.51 89561.081454 2570949 -BTCUSDT 2021-02-12T00:00:00 47968.66 48985.8 46125.0 47287.6 85870.035697 2418841 -BTCUSDT 2021-02-13T00:00:00 47298.15 48150.0 46202.53 47153.69 63768.097399 2058823 -BTCUSDT 2021-02-14T00:00:00 47156.78 49707.43 47014.17 48577.79 73735.475533 2090070 -BTCUSDT 2021-02-15T00:00:00 48580.47 49010.92 45570.79 47911.1 79398.156784 2313155 -BTCUSDT 2021-02-16T00:00:00 47911.1 50689.18 47003.62 49133.45 88813.266298 2199849 -BTCUSDT 2021-02-17T00:00:00 49133.45 52618.74 48947.0 52119.71 85743.637818 2514374 -BTCUSDT 2021-02-18T00:00:00 52117.67 52530.0 50901.9 51552.6 60758.046954 1891592 -BTCUSDT 2021-02-19T00:00:00 51552.61 56368.0 50710.2 55906.0 79659.77802 2339215 -BTCUSDT 2021-02-20T00:00:00 55906.0 57700.46 53863.93 55841.19 80948.205314 2642846 -BTCUSDT 2021-02-21T00:00:00 55841.19 58352.8 55477.59 57408.57 58166.708511 1950533 -BTCUSDT 2021-02-22T00:00:00 57412.35 57508.47 47622.0 54087.67 134019.434944 3313083 -BTCUSDT 2021-02-23T00:00:00 54087.67 54183.59 44892.56 48891.0 169375.025051 3825196 -BTCUSDT 2021-02-24T00:00:00 48891.0 51374.99 46988.69 49676.2 91881.209252 2194532 -BTCUSDT 2021-02-25T00:00:00 49676.21 52041.73 46674.34 47073.73 83310.673121 2305679 -BTCUSDT 2021-02-26T00:00:00 47073.73 48424.11 44106.78 46276.87 109423.200663 2371766 -BTCUSDT 2021-02-27T00:00:00 46276.88 48394.0 45000.0 46106.43 66060.834292 1757720 -BTCUSDT 2021-02-28T00:00:00 46103.67 46638.46 43000.0 45135.66 83055.369042 1838345 -BTCUSDT 2021-03-01T00:00:00 45134.11 49790.0 44950.53 49587.03 85086.111648 2147223 -BTCUSDT 2021-03-02T00:00:00 49595.76 50200.0 47047.6 48440.65 64221.06214 1855583 -BTCUSDT 2021-03-03T00:00:00 48436.61 52640.0 48100.71 50349.37 81035.913705 2242131 -BTCUSDT 2021-03-04T00:00:00 50349.37 51773.88 47500.0 48374.09 82649.716829 2291936 -BTCUSDT 2021-03-05T00:00:00 48374.09 49448.93 46300.0 48751.71 78192.496372 2054216 -BTCUSDT 2021-03-06T00:00:00 48746.81 49200.0 47070.0 48882.2 44399.234242 1476474 -BTCUSDT 2021-03-07T00:00:00 48882.2 51450.03 48882.2 50971.75 55235.028032 1758101 -BTCUSDT 2021-03-08T00:00:00 50959.11 52402.78 49274.67 52375.17 66987.359664 1999401 -BTCUSDT 2021-03-09T00:00:00 52375.18 54895.0 51789.41 54884.5 71656.737076 2194398 -BTCUSDT 2021-03-10T00:00:00 54874.67 57387.69 53005.0 55851.59 84749.238943 2647284 -BTCUSDT 2021-03-11T00:00:00 55851.59 58150.0 54272.82 57773.16 81914.812859 2509970 -BTCUSDT 2021-03-12T00:00:00 57773.15 58081.51 54962.84 57221.72 73405.406047 2489931 -BTCUSDT 2021-03-13T00:00:00 57221.72 61844.0 56078.23 61188.39 83245.091346 2559002 -BTCUSDT 2021-03-14T00:00:00 61188.38 61724.79 58966.78 58968.31 52601.05275 1829769 -BTCUSDT 2021-03-15T00:00:00 58976.08 60633.43 54600.0 55605.2 102771.427298 2683815 -BTCUSDT 2021-03-16T00:00:00 55605.2 56938.29 53271.34 56900.75 77986.694355 2241208 -BTCUSDT 2021-03-17T00:00:00 56900.74 58974.73 54123.69 58912.97 70421.620841 2204296 -BTCUSDT 2021-03-18T00:00:00 58912.97 60129.97 57023.0 57648.16 66580.406675 2040947 -BTCUSDT 2021-03-19T00:00:00 57641.0 59468.0 56270.74 58030.01 52392.652961 1885830 -BTCUSDT 2021-03-20T00:00:00 58030.01 59880.0 57820.17 58102.28 44476.941776 1724131 -BTCUSDT 2021-03-21T00:00:00 58100.02 58589.1 55450.11 57351.56 48564.470274 1773546 -BTCUSDT 2021-03-22T00:00:00 57351.56 58430.73 53650.0 54083.25 62581.626169 1927345 -BTCUSDT 2021-03-23T00:00:00 54083.25 55830.9 53000.0 54340.89 59789.365427 1740349 -BTCUSDT 2021-03-24T00:00:00 54342.8 57200.0 51700.0 52303.65 83537.465021 2401988 -BTCUSDT 2021-03-25T00:00:00 52303.66 53287.0 50427.56 51293.78 87400.534538 2099425 -BTCUSDT 2021-03-26T00:00:00 51293.78 55073.46 51214.6 55025.59 63813.774692 1773150 -BTCUSDT 2021-03-27T00:00:00 55025.59 56700.36 53950.0 55817.14 50105.475055 1528776 -BTCUSDT 2021-03-28T00:00:00 55817.14 56559.75 54691.84 55777.63 39050.387511 1551283 -BTCUSDT 2021-03-29T00:00:00 55777.65 58405.82 54800.01 57635.47 67857.937398 1983437 -BTCUSDT 2021-03-30T00:00:00 57635.46 59368.0 57071.35 58746.57 55122.443122 1612744 -BTCUSDT 2021-03-31T00:00:00 58746.57 59800.0 56769.0 58740.55 60975.542666 1928224 -BTCUSDT 2021-04-01T00:00:00 58739.46 59490.0 57935.45 58720.44 47415.61722 1594431 -BTCUSDT 2021-04-02T00:00:00 58720.45 60200.0 58428.57 58950.01 47382.418781 1666356 -BTCUSDT 2021-04-03T00:00:00 58950.01 59791.72 56880.0 57051.94 47409.852113 1606805 -BTCUSDT 2021-04-04T00:00:00 57051.95 58492.85 56388.0 58202.01 41314.081973 1499113 -BTCUSDT 2021-04-05T00:00:00 58202.01 59272.0 56777.77 59129.99 54258.01579 2035877 -BTCUSDT 2021-04-06T00:00:00 59129.99 59495.24 57413.02 57991.15 54201.000727 1960513 -BTCUSDT 2021-04-07T00:00:00 57990.03 58655.0 55473.0 55953.45 71228.405659 2206433 -BTCUSDT 2021-04-08T00:00:00 55953.44 58153.31 55700.0 58077.52 44283.147019 1661080 -BTCUSDT 2021-04-09T00:00:00 58077.52 58894.9 57654.0 58142.54 40831.884911 1615962 -BTCUSDT 2021-04-10T00:00:00 58142.55 61500.0 57900.01 59769.13 69906.424117 2470398 -BTCUSDT 2021-04-11T00:00:00 59769.13 60699.0 59232.52 60002.43 41156.715391 1746102 -BTCUSDT 2021-04-12T00:00:00 59998.8 61300.0 59350.59 59860.0 56375.037117 1806298 -BTCUSDT 2021-04-13T00:00:00 59860.01 63777.77 59805.15 63575.0 82848.688746 2703735 -BTCUSDT 2021-04-14T00:00:00 63575.01 64854.0 61301.0 62959.53 82616.343993 2645625 -BTCUSDT 2021-04-15T00:00:00 62959.53 63800.0 62020.0 63159.98 51649.70034 1938028 -BTCUSDT 2021-04-16T00:00:00 63158.74 63520.61 60000.0 61334.8 91764.139884 2639940 -BTCUSDT 2021-04-17T00:00:00 61334.81 62506.05 59580.91 60006.66 58912.256128 2268816 -BTCUSDT 2021-04-18T00:00:00 60006.67 60499.0 50931.3 56150.01 124882.131824 3444089 -BTCUSDT 2021-04-19T00:00:00 56150.01 57526.81 54221.58 55633.14 78229.042267 2390527 -BTCUSDT 2021-04-20T00:00:00 55633.14 57076.24 53329.96 56425.0 72744.482151 2148820 -BTCUSDT 2021-04-21T00:00:00 56425.0 56757.91 53536.02 53787.63 66984.756909 2134946 -BTCUSDT 2021-04-22T00:00:00 53787.62 55521.48 50500.0 51690.96 104656.631337 2744621 -BTCUSDT 2021-04-23T00:00:00 51690.95 52131.85 47500.0 51125.14 132230.780719 2888237 -BTCUSDT 2021-04-24T00:00:00 51110.56 51166.22 48657.14 50047.84 55361.512573 1164985 -BTCUSDT 2021-04-25T00:00:00 50047.84 50567.91 46930.0 49066.77 58255.645004 1475479 -BTCUSDT 2021-04-26T00:00:00 49066.76 54356.62 48753.44 54001.39 86310.802124 2174544 -BTCUSDT 2021-04-27T00:00:00 54001.38 55460.0 53222.0 55011.97 54064.034675 1568666 -BTCUSDT 2021-04-28T00:00:00 55011.97 56428.0 53813.16 54846.22 55130.459015 1830042 -BTCUSDT 2021-04-29T00:00:00 54846.23 55195.84 52330.94 53555.0 52486.019455 1763676 -BTCUSDT 2021-04-30T00:00:00 53555.0 57963.0 53013.01 57694.27 68578.910045 2267648 -BTCUSDT 2021-05-01T00:00:00 57697.25 58458.07 56956.14 57800.37 42600.351836 1743013 -BTCUSDT 2021-05-02T00:00:00 57797.35 57911.02 56035.25 56578.21 36812.878863 1371638 -BTCUSDT 2021-05-03T00:00:00 56578.21 58981.44 56435.0 57169.39 57649.931286 2102128 -BTCUSDT 2021-05-04T00:00:00 57169.39 57200.0 53046.69 53200.01 85324.625903 2492629 -BTCUSDT 2021-05-05T00:00:00 53205.05 58069.82 52900.0 57436.11 77263.923439 2378119 -BTCUSDT 2021-05-06T00:00:00 57436.11 58360.0 55200.0 56393.68 70181.671908 2459881 -BTCUSDT 2021-05-07T00:00:00 56393.68 58650.0 55241.63 57314.75 74542.747829 2361692 -BTCUSDT 2021-05-08T00:00:00 57315.49 59500.0 56900.0 58862.05 69709.906028 2311378 -BTCUSDT 2021-05-09T00:00:00 58866.53 59300.0 56235.66 58240.84 69806.11991 2170139 -BTCUSDT 2021-05-10T00:00:00 58240.83 59500.0 53400.0 55816.14 89586.34925 2575419 -BTCUSDT 2021-05-11T00:00:00 55816.14 56862.43 54370.0 56670.02 64329.54055 1911480 -BTCUSDT 2021-05-12T00:00:00 56670.02 58000.01 48600.0 49631.32 99842.789836 2676826 -BTCUSDT 2021-05-13T00:00:00 49537.15 51367.19 46000.0 49670.97 147332.002121 3570506 -BTCUSDT 2021-05-14T00:00:00 49671.92 51483.0 48799.75 49841.45 80082.204306 2095860 -BTCUSDT 2021-05-15T00:00:00 49844.16 50700.0 46555.0 46762.99 89437.449359 2286791 -BTCUSDT 2021-05-16T00:00:00 46762.99 49795.89 43825.39 46431.5 114269.812775 2661295 -BTCUSDT 2021-05-17T00:00:00 46426.83 46686.0 42001.0 43538.04 166657.172736 3216821 -BTCUSDT 2021-05-18T00:00:00 43538.02 45799.29 42250.02 42849.78 116979.860784 2561165 -BTCUSDT 2021-05-19T00:00:00 42849.78 43584.9 30000.0 36690.09 354347.243161 6331062 -BTCUSDT 2021-05-20T00:00:00 36671.23 42451.67 34850.0 40526.64 203017.596923 4269898 -BTCUSDT 2021-05-21T00:00:00 40525.39 42200.0 33488.0 37252.01 202100.888258 3993336 -BTCUSDT 2021-05-22T00:00:00 37263.35 38829.0 35200.62 37449.73 126542.243689 2716691 -BTCUSDT 2021-05-23T00:00:00 37458.51 38270.64 31111.01 34655.25 217136.046593 4082004 -BTCUSDT 2021-05-24T00:00:00 34681.44 39920.0 34031.0 38796.29 161630.893971 3510578 -BTCUSDT 2021-05-25T00:00:00 38810.99 39791.77 36419.62 38324.72 111996.228404 2508310 -BTCUSDT 2021-05-26T00:00:00 38324.72 40841.0 37800.44 39241.91 104780.773396 2432319 -BTCUSDT 2021-05-27T00:00:00 39241.92 40411.14 37134.27 38529.98 86547.158794 2102182 -BTCUSDT 2021-05-28T00:00:00 38529.99 38877.83 34684.0 35663.49 135377.62972 2659178 -BTCUSDT 2021-05-29T00:00:00 35661.79 37338.58 33632.76 34605.15 112663.092689 2169643 -BTCUSDT 2021-05-30T00:00:00 34605.15 36488.0 33379.0 35641.27 73535.386967 1559892 -BTCUSDT 2021-05-31T00:00:00 35641.26 37499.0 34153.84 37253.81 94160.735289 1896359 -BTCUSDT 2021-06-01T00:00:00 37253.82 37894.81 35666.0 36693.09 81234.66377 1760417 -BTCUSDT 2021-06-02T00:00:00 36694.85 38225.0 35920.0 37568.68 67587.372495 1530915 -BTCUSDT 2021-06-03T00:00:00 37568.68 39476.0 37170.0 39246.79 75889.106011 1949658 -BTCUSDT 2021-06-04T00:00:00 39246.78 39289.07 35555.15 36829.0 91317.799245 1926311 -BTCUSDT 2021-06-05T00:00:00 36829.15 37925.0 34800.0 35513.2 70459.62149 1463754 -BTCUSDT 2021-06-06T00:00:00 35516.07 36480.0 35222.0 35796.31 47650.206637 993430 -BTCUSDT 2021-06-07T00:00:00 35796.31 36900.0 33300.0 33552.79 77574.952573 1532260 -BTCUSDT 2021-06-08T00:00:00 33556.96 34068.01 31000.0 33380.81 123251.189037 2074885 -BTCUSDT 2021-06-09T00:00:00 33380.8 37534.79 32396.82 37388.05 136607.597517 2601479 -BTCUSDT 2021-06-10T00:00:00 37388.05 38491.0 35782.0 36675.72 109527.284943 2231430 -BTCUSDT 2021-06-11T00:00:00 36677.83 37680.4 35936.77 37331.98 78466.0053 1727645 -BTCUSDT 2021-06-12T00:00:00 37331.98 37463.63 34600.36 35546.11 87717.54999 1719650 -BTCUSDT 2021-06-13T00:00:00 35546.12 39380.0 34757.0 39020.57 86921.025555 1894103 -BTCUSDT 2021-06-14T00:00:00 39020.56 41064.05 38730.0 40516.29 108522.391949 2185089 -BTCUSDT 2021-06-15T00:00:00 40516.28 41330.0 39506.4 40144.04 80679.622838 1931890 -BTCUSDT 2021-06-16T00:00:00 40143.8 40527.14 38116.01 38349.01 87771.976937 2134897 -BTCUSDT 2021-06-17T00:00:00 38349.0 39559.88 37365.0 38092.97 79541.307119 1620210 -BTCUSDT 2021-06-18T00:00:00 38092.97 38202.84 35129.29 35819.84 95228.042935 1809253 -BTCUSDT 2021-06-19T00:00:00 35820.48 36457.0 34803.52 35483.72 68712.449461 1212278 -BTCUSDT 2021-06-20T00:00:00 35483.72 36137.72 33336.0 35600.16 89878.17085 1691871 -BTCUSDT 2021-06-21T00:00:00 35600.17 35750.0 31251.23 31608.93 168778.873159 2688993 -BTCUSDT 2021-06-22T00:00:00 31614.12 33298.78 28805.0 32509.56 204208.179762 3113977 -BTCUSDT 2021-06-23T00:00:00 32509.56 34881.0 31683.0 33678.07 126966.100563 2026228 -BTCUSDT 2021-06-24T00:00:00 33675.07 35298.0 32286.57 34663.09 86625.80426 1531230 -BTCUSDT 2021-06-25T00:00:00 34663.08 35500.0 31275.0 31584.45 116061.130356 2094932 -BTCUSDT 2021-06-26T00:00:00 31576.09 32730.0 30151.0 32283.65 107820.375287 1814051 -BTCUSDT 2021-06-27T00:00:00 32283.65 34749.0 31973.45 34700.34 96613.244211 1799875 -BTCUSDT 2021-06-28T00:00:00 34702.49 35297.71 33862.72 34494.89 82222.267819 1868627 -BTCUSDT 2021-06-29T00:00:00 34494.89 36600.0 34225.43 35911.73 90788.79622 1673802 -BTCUSDT 2021-06-30T00:00:00 35911.72 36100.0 34017.55 35045.0 77152.197634 1301036 -BTCUSDT 2021-07-01T00:00:00 35045.0 35057.57 32711.0 33504.69 71708.266112 1240681 -BTCUSDT 2021-07-02T00:00:00 33502.33 33977.04 32699.0 33786.55 56172.181378 1176457 -BTCUSDT 2021-07-03T00:00:00 33786.54 34945.61 33316.73 34669.13 43044.578641 1078278 -BTCUSDT 2021-07-04T00:00:00 34669.12 35967.85 34357.15 35286.51 43703.475789 1164970 -BTCUSDT 2021-07-05T00:00:00 35288.13 35293.78 33125.55 33690.14 64123.874245 1109367 -BTCUSDT 2021-07-06T00:00:00 33690.15 35118.88 33532.0 34220.01 58210.596349 1184687 -BTCUSDT 2021-07-07T00:00:00 34220.02 35059.09 33777.77 33862.12 53807.521675 1041416 -BTCUSDT 2021-07-08T00:00:00 33862.11 33929.64 32077.0 32875.71 70136.48032 1257892 -BTCUSDT 2021-07-09T00:00:00 32875.71 34100.0 32261.07 33815.81 47153.939899 1236351 -BTCUSDT 2021-07-10T00:00:00 33815.81 34262.0 33004.78 33502.87 34761.175468 865508 -BTCUSDT 2021-07-11T00:00:00 33502.87 34666.0 33306.47 34258.99 31572.647448 952891 -BTCUSDT 2021-07-12T00:00:00 34259.0 34678.43 32658.34 33086.63 48181.403762 1176847 -BTCUSDT 2021-07-13T00:00:00 33086.94 33340.0 32202.25 32729.77 41126.361008 956053 -BTCUSDT 2021-07-14T00:00:00 32729.12 33114.03 31550.0 32820.02 46777.823484 1123129 -BTCUSDT 2021-07-15T00:00:00 32820.03 33185.25 31133.0 31880.0 51639.576353 1099367 -BTCUSDT 2021-07-16T00:00:00 31874.49 32249.18 31020.0 31383.87 48499.864154 1067591 -BTCUSDT 2021-07-17T00:00:00 31383.86 31955.92 31164.31 31520.07 34012.242132 883442 -BTCUSDT 2021-07-18T00:00:00 31520.07 32435.0 31108.97 31778.56 35923.716186 760979 -BTCUSDT 2021-07-19T00:00:00 31778.57 31899.0 30407.44 30839.65 47340.468499 846029 -BTCUSDT 2021-07-20T00:00:00 30839.65 31063.07 29278.0 29790.35 61034.049017 1062139 -BTCUSDT 2021-07-21T00:00:00 29790.34 32858.0 29482.61 32144.51 82796.265128 1415058 -BTCUSDT 2021-07-22T00:00:00 32144.51 32591.35 31708.0 32287.83 46148.092433 1000742 -BTCUSDT 2021-07-23T00:00:00 32287.58 33650.0 31924.32 33634.09 50112.863626 1394786 -BTCUSDT 2021-07-24T00:00:00 33634.1 34500.0 33401.14 34258.14 47977.550138 1196914 -BTCUSDT 2021-07-25T00:00:00 34261.51 35398.0 33851.12 35381.02 47852.928313 1245775 -BTCUSDT 2021-07-26T00:00:00 35381.02 40550.0 35205.78 37237.6 152452.512724 3330102 -BTCUSDT 2021-07-27T00:00:00 37241.33 39542.61 36383.0 39457.87 88397.267015 1938478 -BTCUSDT 2021-07-28T00:00:00 39456.61 40900.0 38772.0 40019.56 101344.528441 2631048 -BTCUSDT 2021-07-29T00:00:00 40019.57 40640.0 39200.0 40016.48 53998.439283 1428738 -BTCUSDT 2021-07-30T00:00:00 40018.49 42316.71 38313.23 42206.37 73602.784805 1797012 -BTCUSDT 2021-07-31T00:00:00 42206.36 42448.0 41000.15 41461.83 44849.791012 1565380 -BTCUSDT 2021-08-01T00:00:00 41461.84 42599.0 39422.01 39845.44 53953.186326 1603964 -BTCUSDT 2021-08-02T00:00:00 39850.27 40480.01 38690.0 39147.82 50837.351954 1162878 -BTCUSDT 2021-08-03T00:00:00 39146.86 39780.0 37642.03 38207.05 57117.435853 1379871 -BTCUSDT 2021-08-04T00:00:00 38207.04 39969.66 37508.56 39723.18 52329.35243 1220555 -BTCUSDT 2021-08-05T00:00:00 39723.17 41350.0 37332.7 40862.46 84343.755621 1913281 -BTCUSDT 2021-08-06T00:00:00 40862.46 43392.43 39853.86 42836.87 75753.941347 2223356 -BTCUSDT 2021-08-07T00:00:00 42836.87 44700.0 42446.41 44572.54 73396.740808 2258213 -BTCUSDT 2021-08-08T00:00:00 44572.54 45310.0 43261.0 43794.37 69329.092698 1857112 -BTCUSDT 2021-08-09T00:00:00 43794.36 46454.15 42779.0 46253.4 74587.884845 2130595 -BTCUSDT 2021-08-10T00:00:00 46248.87 46700.0 44589.46 45584.99 53814.643421 1951330 -BTCUSDT 2021-08-11T00:00:00 45585.0 46743.47 45341.14 45511.0 52734.901977 1862925 -BTCUSDT 2021-08-12T00:00:00 45510.67 46218.12 43770.0 44399.0 55266.108781 1623329 -BTCUSDT 2021-08-13T00:00:00 44400.06 47886.0 44217.39 47800.0 48239.370431 1804716 -BTCUSDT 2021-08-14T00:00:00 47799.99 48144.0 45971.03 47068.51 46114.359022 1849556 -BTCUSDT 2021-08-15T00:00:00 47068.5 47372.27 45500.0 46973.82 42110.711334 1580122 -BTCUSDT 2021-08-16T00:00:00 46973.82 48053.83 45660.0 45901.29 52480.574014 1655378 -BTCUSDT 2021-08-17T00:00:00 45901.3 47160.0 44376.0 44695.95 57039.341629 1781303 -BTCUSDT 2021-08-18T00:00:00 44695.95 46000.0 44203.28 44705.29 54099.415985 1656723 -BTCUSDT 2021-08-19T00:00:00 44699.37 47033.0 43927.7 46760.62 53411.75392 1774382 -BTCUSDT 2021-08-20T00:00:00 46760.62 49382.99 46622.99 49322.47 56850.352228 1950404 -BTCUSDT 2021-08-21T00:00:00 49322.47 49757.04 48222.0 48821.87 46745.136584 2069725 -BTCUSDT 2021-08-22T00:00:00 48821.88 49500.0 48050.0 49239.22 37007.887795 1610192 -BTCUSDT 2021-08-23T00:00:00 49239.22 50500.0 49029.0 49488.85 52462.541954 2143309 -BTCUSDT 2021-08-24T00:00:00 49488.85 49860.0 47600.0 47674.01 51014.594748 1692896 -BTCUSDT 2021-08-25T00:00:00 47674.01 49264.3 47126.28 48973.32 44655.830342 1559186 -BTCUSDT 2021-08-26T00:00:00 48973.32 49352.84 46250.0 46843.87 49371.277774 1532753 -BTCUSDT 2021-08-27T00:00:00 46843.86 49149.93 46348.0 49069.9 42068.104965 1320503 -BTCUSDT 2021-08-28T00:00:00 49069.9 49299.0 48346.88 48895.35 26681.063786 793012 -BTCUSDT 2021-08-29T00:00:00 48895.35 49632.27 47762.54 48767.83 32652.283473 1193046 -BTCUSDT 2021-08-30T00:00:00 48767.84 48888.61 46853.0 46982.91 40288.35083 1204012 -BTCUSDT 2021-08-31T00:00:00 46982.91 48246.11 46700.0 47100.89 48645.52737 1300400 -BTCUSDT 2021-09-01T00:00:00 47100.89 49156.0 46512.0 48810.52 49904.65528 1280384 -BTCUSDT 2021-09-02T00:00:00 48810.51 50450.13 48584.06 49246.64 54410.770538 1549849 -BTCUSDT 2021-09-03T00:00:00 49246.63 51000.0 48316.84 49999.14 59025.644157 1645163 -BTCUSDT 2021-09-04T00:00:00 49998.0 50535.69 49370.0 49915.64 34664.65959 1225830 -BTCUSDT 2021-09-05T00:00:00 49917.54 51900.0 49450.0 51756.88 40544.835873 1417660 -BTCUSDT 2021-09-06T00:00:00 51756.88 52780.0 50969.33 52663.9 49249.667081 1678015 -BTCUSDT 2021-09-07T00:00:00 52666.2 52920.0 42843.05 46863.73 123048.802719 3321711 -BTCUSDT 2021-09-08T00:00:00 46868.57 47340.99 44412.02 46048.31 65069.3152 1796101 -BTCUSDT 2021-09-09T00:00:00 46048.31 47399.97 45513.08 46395.14 50651.66002 1567586 -BTCUSDT 2021-09-10T00:00:00 46395.14 47033.0 44132.29 44850.91 49048.26618 1569941 -BTCUSDT 2021-09-11T00:00:00 44842.2 45987.93 44722.22 45173.69 30440.4081 1060890 -BTCUSDT 2021-09-12T00:00:00 45173.68 46460.0 44742.06 46025.24 32094.28052 1179808 -BTCUSDT 2021-09-13T00:00:00 46025.23 46880.0 43370.0 44940.73 65429.15056 1703512 -BTCUSDT 2021-09-14T00:00:00 44940.72 47250.0 44594.44 47111.52 44855.85099 1210258 -BTCUSDT 2021-09-15T00:00:00 47103.28 48500.0 46682.32 48121.41 43204.71174 1176050 -BTCUSDT 2021-09-16T00:00:00 48121.4 48557.0 47021.1 47737.82 40725.08895 1176129 -BTCUSDT 2021-09-17T00:00:00 47737.81 48150.0 46699.56 47299.98 34461.92776 1033968 -BTCUSDT 2021-09-18T00:00:00 47299.98 48843.2 47035.56 48292.74 30906.47038 976346 -BTCUSDT 2021-09-19T00:00:00 48292.75 48372.83 46829.18 47241.75 29847.24349 909785 -BTCUSDT 2021-09-20T00:00:00 47241.75 47347.25 42500.0 43015.62 78003.524443 1842231 -BTCUSDT 2021-09-21T00:00:00 43016.64 43639.0 39600.0 40734.38 84534.080485 1820721 -BTCUSDT 2021-09-22T00:00:00 40734.09 44000.55 40565.39 43543.61 58349.05542 1304011 -BTCUSDT 2021-09-23T00:00:00 43546.37 44978.0 43069.09 44865.26 48699.57655 1196106 -BTCUSDT 2021-09-24T00:00:00 44865.26 45200.0 40675.0 42810.57 84113.426292 1819744 -BTCUSDT 2021-09-25T00:00:00 42810.58 42966.84 41646.28 42670.64 33594.57189 949787 -BTCUSDT 2021-09-26T00:00:00 42670.63 43950.0 40750.0 43160.9 49879.99765 1374145 -BTCUSDT 2021-09-27T00:00:00 43160.9 44350.0 42098.0 42147.35 39776.84383 1001487 -BTCUSDT 2021-09-28T00:00:00 42147.35 42787.38 40888.0 41026.54 43372.2624 1045389 -BTCUSDT 2021-09-29T00:00:00 41025.01 42590.0 40753.88 41524.28 33511.53487 884909 -BTCUSDT 2021-09-30T00:00:00 41524.29 44141.37 41410.17 43824.1 46381.22781 1197815 -BTCUSDT 2021-10-01T00:00:00 43820.01 48495.0 43283.03 48141.61 66244.87492 1771237 -BTCUSDT 2021-10-02T00:00:00 48141.6 48336.59 47430.18 47634.9 30508.98131 996116 -BTCUSDT 2021-10-03T00:00:00 47634.89 49228.08 47088.0 48200.01 30825.05601 1114294 -BTCUSDT 2021-10-04T00:00:00 48200.01 49536.12 46891.0 49224.94 46796.49372 1437692 -BTCUSDT 2021-10-05T00:00:00 49224.93 51886.3 49022.4 51471.99 52125.66793 1641651 -BTCUSDT 2021-10-06T00:00:00 51471.99 55750.0 50382.41 55315.0 79877.545181 2443126 -BTCUSDT 2021-10-07T00:00:00 55315.0 55332.31 53357.0 53785.22 54917.37766 1703147 -BTCUSDT 2021-10-08T00:00:00 53785.22 56100.0 53617.61 53951.43 46160.25785 1548832 -BTCUSDT 2021-10-09T00:00:00 53955.67 55489.0 53661.67 54949.72 55177.08013 1609483 -BTCUSDT 2021-10-10T00:00:00 54949.72 56561.31 54080.0 54659.0 89237.836128 2427176 -BTCUSDT 2021-10-11T00:00:00 54659.01 57839.04 54415.06 57471.35 52933.165751 1690409 -BTCUSDT 2021-10-12T00:00:00 57471.35 57680.0 53879.0 55996.93 53471.2855 1554412 -BTCUSDT 2021-10-13T00:00:00 55996.91 57777.0 54167.19 57367.0 55808.44492 1610489 -BTCUSDT 2021-10-14T00:00:00 57370.83 58532.54 56818.05 57347.94 43053.336781 1372048 -BTCUSDT 2021-10-15T00:00:00 57347.94 62933.0 56850.0 61672.42 82512.908022 2649137 -BTCUSDT 2021-10-16T00:00:00 61672.42 62378.42 60150.0 60875.57 35467.88096 1360379 -BTCUSDT 2021-10-17T00:00:00 60875.57 61718.39 58963.0 61528.33 39099.24124 1331655 -BTCUSDT 2021-10-18T00:00:00 61528.32 62695.78 59844.45 62009.84 51798.44844 1629184 -BTCUSDT 2021-10-19T00:00:00 62005.6 64486.0 61322.22 64280.59 53628.107744 1755708 -BTCUSDT 2021-10-20T00:00:00 64280.59 67000.0 63481.4 66001.41 51428.934856 1823286 -BTCUSDT 2021-10-21T00:00:00 66001.4 66639.74 62000.0 62193.15 68538.64537 2181665 -BTCUSDT 2021-10-22T00:00:00 62193.15 63732.39 60000.0 60688.22 52119.35886 1555280 -BTCUSDT 2021-10-23T00:00:00 60688.23 61747.64 59562.15 61286.75 27626.93678 982103 -BTCUSDT 2021-10-24T00:00:00 61286.75 61500.0 59510.63 60852.22 31226.57676 1052085 -BTCUSDT 2021-10-25T00:00:00 60852.22 63710.63 60650.0 63078.78 36853.83806 1270453 -BTCUSDT 2021-10-26T00:00:00 63078.78 63293.48 59817.55 60328.81 40217.50083 1334460 -BTCUSDT 2021-10-27T00:00:00 60328.81 61496.0 58000.0 58413.44 62124.49016 1913083 -BTCUSDT 2021-10-28T00:00:00 58413.44 62499.0 57820.0 60575.89 61056.35301 1878275 -BTCUSDT 2021-10-29T00:00:00 60575.9 62980.0 60174.81 62253.71 43973.90414 1417344 -BTCUSDT 2021-10-30T00:00:00 62253.7 62359.25 60673.0 61859.19 31478.12566 1197748 -BTCUSDT 2021-10-31T00:00:00 61859.19 62405.3 59945.36 61299.8 39267.63794 1563417 -BTCUSDT 2021-11-01T00:00:00 61299.81 62437.74 59405.0 60911.11 44687.66672 1472636 -BTCUSDT 2021-11-02T00:00:00 60911.12 64270.0 60624.68 63219.99 46368.2841 1858362 -BTCUSDT 2021-11-03T00:00:00 63220.57 63500.0 60382.76 62896.48 43336.09049 1601925 -BTCUSDT 2021-11-04T00:00:00 62896.49 63086.31 60677.01 61395.01 35930.93314 1346081 -BTCUSDT 2021-11-05T00:00:00 61395.01 62595.72 60721.0 60937.12 31604.48749 1243074 -BTCUSDT 2021-11-06T00:00:00 60940.18 61560.49 60050.0 61470.61 25590.57408 965309 -BTCUSDT 2021-11-07T00:00:00 61470.62 63286.35 61322.78 63273.59 25515.6883 1068629 -BTCUSDT 2021-11-08T00:00:00 63273.58 67789.0 63273.58 67525.83 54442.094554 2349581 -BTCUSDT 2021-11-09T00:00:00 67525.82 68524.25 66222.4 66947.66 44661.378068 1847655 -BTCUSDT 2021-11-10T00:00:00 66947.67 69000.0 62822.9 64882.43 65171.504046 2347934 -BTCUSDT 2021-11-11T00:00:00 64882.42 65600.07 64100.0 64774.26 37237.98058 1327827 -BTCUSDT 2021-11-12T00:00:00 64774.25 65450.7 62278.0 64122.23 44490.10816 1479149 -BTCUSDT 2021-11-13T00:00:00 64122.22 65000.0 63360.22 64380.0 22504.97383 904149 -BTCUSDT 2021-11-14T00:00:00 64380.01 65550.51 63576.27 65519.1 25705.07347 951393 -BTCUSDT 2021-11-15T00:00:00 65519.11 66401.82 63400.0 63606.74 37829.37124 1305209 -BTCUSDT 2021-11-16T00:00:00 63606.73 63617.31 58574.07 60058.87 77455.15609 2353681 -BTCUSDT 2021-11-17T00:00:00 60058.87 60840.23 58373.0 60344.87 46289.38491 1471305 -BTCUSDT 2021-11-18T00:00:00 60344.86 60976.0 56474.26 56891.62 62146.99931 1960419 -BTCUSDT 2021-11-19T00:00:00 56891.62 58320.0 55600.0 58052.24 50715.88726 1560459 -BTCUSDT 2021-11-20T00:00:00 58057.1 59845.0 57353.0 59707.51 33811.5901 1200190 -BTCUSDT 2021-11-21T00:00:00 59707.52 60029.76 58486.65 58622.02 31902.22785 1249219 -BTCUSDT 2021-11-22T00:00:00 58617.7 59444.0 55610.0 56247.18 51724.32047 1624768 -BTCUSDT 2021-11-23T00:00:00 56243.83 58009.99 55317.0 57541.27 49917.85017 1570845 -BTCUSDT 2021-11-24T00:00:00 57541.26 57735.0 55837.0 57138.29 39612.04964 1432991 -BTCUSDT 2021-11-25T00:00:00 57138.29 59398.9 57000.0 58960.36 42153.51522 1604266 -BTCUSDT 2021-11-26T00:00:00 58960.37 59150.0 53500.0 53726.53 65927.87066 2138184 -BTCUSDT 2021-11-27T00:00:00 53723.72 55280.0 53610.0 54721.03 29716.99957 1110145 -BTCUSDT 2021-11-28T00:00:00 54716.47 57445.05 53256.64 57274.88 36163.7137 1253408 -BTCUSDT 2021-11-29T00:00:00 57274.89 58865.97 56666.67 57776.25 40125.28009 1349625 -BTCUSDT 2021-11-30T00:00:00 57776.25 59176.99 55875.55 56950.56 49161.05194 1587472 -BTCUSDT 2021-12-01T00:00:00 56950.56 59053.55 56458.01 57184.07 44956.63656 1442301 -BTCUSDT 2021-12-02T00:00:00 57184.07 57375.47 55777.77 56480.34 37574.05976 1307890 -BTCUSDT 2021-12-03T00:00:00 56484.26 57600.0 51680.0 53601.05 58927.69027 1865063 -BTCUSDT 2021-12-04T00:00:00 53601.05 53859.1 42000.3 49152.47 114203.373748 3362771 -BTCUSDT 2021-12-05T00:00:00 49152.46 49699.05 47727.21 49396.33 45580.82012 1371839 -BTCUSDT 2021-12-06T00:00:00 49396.32 50891.11 47100.0 50441.92 58571.21575 1741956 -BTCUSDT 2021-12-07T00:00:00 50441.91 51936.33 50039.74 50588.95 38253.46877 1212350 -BTCUSDT 2021-12-08T00:00:00 50588.95 51200.0 48600.0 50471.19 38425.92466 1118225 -BTCUSDT 2021-12-09T00:00:00 50471.19 50797.76 47320.0 47545.59 37692.68665 1130599 -BTCUSDT 2021-12-10T00:00:00 47535.9 50125.0 46852.0 47140.54 44233.57391 1215231 -BTCUSDT 2021-12-11T00:00:00 47140.54 49485.71 46751.0 49389.99 28889.19358 957390 -BTCUSDT 2021-12-12T00:00:00 49389.99 50777.0 48638.0 50053.9 26017.93421 863605 -BTCUSDT 2021-12-13T00:00:00 50053.9 50189.97 45672.75 46702.75 50869.52093 1399599 -BTCUSDT 2021-12-14T00:00:00 46702.76 48700.41 46290.0 48343.28 39955.98445 1194992 -BTCUSDT 2021-12-15T00:00:00 48336.95 49500.0 46547.0 48864.98 51629.181 1438176 -BTCUSDT 2021-12-16T00:00:00 48864.98 49436.43 47511.0 47632.38 31949.86739 1023983 -BTCUSDT 2021-12-17T00:00:00 47632.38 47995.96 45456.0 46131.2 43104.4887 1261780 -BTCUSDT 2021-12-18T00:00:00 46133.83 47392.37 45500.0 46834.48 25020.05271 862066 -BTCUSDT 2021-12-19T00:00:00 46834.47 48300.01 46406.91 46681.23 29305.70665 874827 -BTCUSDT 2021-12-20T00:00:00 46681.24 47537.57 45558.85 46914.16 35848.50609 1076488 -BTCUSDT 2021-12-21T00:00:00 46914.17 49328.96 46630.0 48889.88 37713.92924 1119412 -BTCUSDT 2021-12-22T00:00:00 48887.59 49576.13 48421.87 48588.16 27004.2022 949480 -BTCUSDT 2021-12-23T00:00:00 48588.17 51375.0 47920.42 50838.81 35192.54046 1176050 -BTCUSDT 2021-12-24T00:00:00 50838.82 51810.0 50384.43 50820.0 31684.84269 1075177 -BTCUSDT 2021-12-25T00:00:00 50819.99 51156.23 50142.32 50399.66 19135.51613 766979 -BTCUSDT 2021-12-26T00:00:00 50399.67 51280.0 49412.0 50775.49 22569.88914 797133 -BTCUSDT 2021-12-27T00:00:00 50775.48 52088.0 50449.0 50701.44 28792.21566 1009411 -BTCUSDT 2021-12-28T00:00:00 50701.44 50704.05 47313.01 47543.74 45853.33924 1345774 -BTCUSDT 2021-12-29T00:00:00 47543.74 48139.08 46096.99 46464.66 39498.87 1114074 -BTCUSDT 2021-12-30T00:00:00 46464.66 47900.0 45900.0 47120.87 30352.29569 910157 -BTCUSDT 2021-12-31T00:00:00 47120.88 48548.26 45678.0 46216.93 34937.99796 1059783 diff --git a/test/runtests.jl b/test/runtests.jl index e6c06aecd..8ee1926ac 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -28,6 +28,21 @@ const tests = String[ "candlestick", "panel", ] +const examples_charts = String[ + "01_one_line", + "02_two_lines_and_styles", + "03_line_baseline", + "04_nanodates", + "06_scatter_line", + "07_bar", +] + +const examples_plugins = String[ + "01_vert_line", + "03_trend_line", + "04_crosshair_highlight_bar", + "05_tooltip", +] @testset "LightweightCharts" begin @info("Running tests:") @@ -36,4 +51,18 @@ const tests = String[ @info("\t * $test ...") include("$test.jl") end -end + + for example ∈ examples_charts + @info "\t * examples/charts/$example ..." + @testset "$example" begin + @test_nowarn include("../examples/charts/$example.jl") + end + end + + for example ∈ examples_plugins + @info "\t * examples/plugins/$example ..." + @testset "$example" begin + @test_nowarn include("../examples/plugins/$example.jl") + end + end +end \ No newline at end of file From 14ccc1ecbfafb608f74743ec8a8525a968382fa5 Mon Sep 17 00:00:00 2001 From: DeevsDeevs Date: Fri, 17 May 2024 10:10:10 -0300 Subject: [PATCH 06/11] removed csv example from delta tooltip --- examples/plugins/02_delta_tooltip.jl | 62 ++++++++++++++++++---------- 1 file changed, 41 insertions(+), 21 deletions(-) diff --git a/examples/plugins/02_delta_tooltip.jl b/examples/plugins/02_delta_tooltip.jl index 7725d86bb..f483de17b 100644 --- a/examples/plugins/02_delta_tooltip.jl +++ b/examples/plugins/02_delta_tooltip.jl @@ -1,32 +1,52 @@ -# examples/plugins/02_delta_tooltip +# examples/charts/06_candlesticks # # Run from the project root with the command -# julia --project=. examples/plugins/02_delta_tooltip.jl +# julia --project=. examples/charts/06_candlesticks.jl using Dates -using NanoDates +using CryptoAPIs using LightweightCharts -using TimeArrays +import LightweightCharts: randcolor -timearray = TimeArray{NanoDate,Float64}() - -open(joinpath(@__DIR__, "..", "samples", "btcusdt.csv"), "r") do file - for line in eachline(file) - dt, v = split(line, " ") - push!(timearray, (NanoDate(dt), parse(Float64, v))) - end -end +ohlc = CryptoAPIs.Binance.Spot.candle(; + symbol = "ETHUSDT", + interval = CryptoAPIs.Binance.Spot.Candle.d1, + startTime = DateTime("2021-01-01"), + endTime = DateTime("2023-09-27"), + limit = 1000, +) -plt = lwc_layout( - lwc_panel( - lwc_line( - timearray; - label_name = "BTCUSDT", - line_type = LWC_STEP, - plugins = [lwc_delta_tooltip()], +panel = lwc_panel( + lwc_candlestick( + map( + x -> LWCCandle( + x.openTime, + x.openPrice, + x.highPrice, + x.lowPrice, + x.closePrice; + color = randcolor(), + border_color = randcolor(), + wick_color = randcolor(), + ), + ohlc.result, ), + label_name = "lwc_candlestick", + up_color = "#52a49a", + down_color = "#de5e57", + border_visible = false, + price_scale_id = LWC_LEFT, + plugins = [lwc_delta_tooltip()], + ), + lwc_histogram( + map(x -> x.openTime, ohlc.result), + map(x -> x.volume, ohlc.result); + label_name = "lwc_histogram", + base = -100.0, + color = "rgba(47, 112, 181, 0.5)", + price_scale_id = LWC_RIGHT, ), - sync = false, + name = "ETHUSDT | Binance Spot", ) -lwc_show(plt) +lwc_show(panel) \ No newline at end of file From 99fe554ff0582661e68aa188ca1fedebb0992b70 Mon Sep 17 00:00:00 2001 From: artememelin Date: Fri, 17 May 2024 16:37:25 +0300 Subject: [PATCH 07/11] Add LWCSimpleChartData to docs --- docs/src/pages/charts.md | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/src/pages/charts.md b/docs/src/pages/charts.md index b38fcd4f5..3d3774811 100644 --- a/docs/src/pages/charts.md +++ b/docs/src/pages/charts.md @@ -2,6 +2,7 @@ ```@docs LWCChart +LWCSimpleChartData ``` ## Line From 9c3d6551d2df94968ec5e23b867882555e141141 Mon Sep 17 00:00:00 2001 From: DeevsDeevs Date: Fri, 17 May 2024 13:37:57 -0300 Subject: [PATCH 08/11] removed examples --- README.md | 11 ++- docs/src/assets/panel.png | Bin 140605 -> 150101 bytes docs/src/index.md | 11 ++- examples/charts/01_one_line.jl | 67 ------------------ examples/charts/02_two_lines_and_styles.jl | 31 -------- examples/charts/03_line_baseline.jl | 43 ----------- examples/charts/04_nanodates.jl | 19 ----- examples/charts/05_candlesticks.jl | 51 ------------- examples/charts/06_scatter_line.jl | 35 --------- examples/charts/07_bar.jl | 26 ------- examples/plugins/01_vert_line.jl | 22 ------ examples/plugins/02_delta_tooltip.jl | 52 -------------- examples/plugins/03_trend_line.jl | 36 ---------- .../plugins/04_crosshair_highlight_bar.jl | 25 ------- examples/plugins/05_tooltip.jl | 32 --------- test/runtests.jl | 29 -------- 16 files changed, 16 insertions(+), 474 deletions(-) delete mode 100644 examples/charts/01_one_line.jl delete mode 100644 examples/charts/02_two_lines_and_styles.jl delete mode 100644 examples/charts/03_line_baseline.jl delete mode 100644 examples/charts/04_nanodates.jl delete mode 100644 examples/charts/05_candlesticks.jl delete mode 100644 examples/charts/06_scatter_line.jl delete mode 100644 examples/charts/07_bar.jl delete mode 100644 examples/plugins/01_vert_line.jl delete mode 100644 examples/plugins/02_delta_tooltip.jl delete mode 100644 examples/plugins/03_trend_line.jl delete mode 100644 examples/plugins/04_crosshair_highlight_bar.jl delete mode 100644 examples/plugins/05_tooltip.jl diff --git a/README.md b/README.md index 7acc7da51..9a66d19bb 100644 --- a/README.md +++ b/README.md @@ -81,11 +81,16 @@ panel = lwc_panel( price_scale_id = LWC_LEFT, ), lwc_histogram( - map(x -> x.openTime, ohlc.result), - map(x -> x.volume, ohlc.result); + map( + x -> LWCSimpleChartData( + x.openTime, + x.volume, + color = x.openPrice > x.closePrice ? 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zh=`i$rSvw8EuHCUr8#E$eFgi+J>GfYz^(AW5u-88s|jEcq01oTQ;%=mA9kby=m3#I zptQ5^Y-MWPl%*r`I-G87n8;=2L7?nGrMs>z>vVkEv^r82j3sJ!oEzgZ($8O*NGSLVOc8o!^i+En32qEG1=iHP z{!*!)C#qA9hm}a}t#v91i_}+3x&aJ!t3DOJ_?wHc)gsXcUeC{@r+N&Ka2+ry{+Z}I;i0U>GQ7v3*G&UEu__r3)v^Jf*_ ay1F*@GGZ}<#>$w8@ONKbA6Bhu7xh112;4#d diff --git a/docs/src/index.md b/docs/src/index.md index 5d43c6711..28b12ee73 100644 --- a/docs/src/index.md +++ b/docs/src/index.md @@ -71,11 +71,16 @@ panel = lwc_panel( price_scale_id = LWC_LEFT, ), lwc_histogram( - map(x -> x.openTime, ohlc.result), - map(x -> x.volume, ohlc.result); + map( + x -> LWCSimpleChartData( + x.openTime, + x.volume, + color = x.openPrice > x.closePrice ? "rgba(222, 94, 87, 0.5)" : "rgba(82, 164, 154, 0.5)", + ), + ohlc.result, + ); label_name = "lwc_histogram", base = -100.0, - color = "rgba(47, 112, 181, 0.5)", price_scale_id = LWC_RIGHT, ), name = "ETHUSDT | Binance Spot", diff --git a/examples/charts/01_one_line.jl b/examples/charts/01_one_line.jl deleted file mode 100644 index d90e3fb8c..000000000 --- a/examples/charts/01_one_line.jl +++ /dev/null @@ -1,67 +0,0 @@ -# examples/charts/01_one_line -# -# Run from the project root with the command -# julia --project=. examples/charts/01_one_line.jl - -using Dates -using LightweightCharts -import LightweightCharts: randcolor - -RANGE = 1:300 - -plt = lwc_layout( - lwc_panel( - lwc_line( - now() + Second.(RANGE), - sin.(RANGE / 10); - label_name = "sin3", - line_width = 3, - price_scale_id = LWC_LEFT, - ), - lwc_line( - time() .+ collect(RANGE), - sin.(RANGE / 10); - label_name = "sin2", - line_width = 4, - price_scale_id = LWC_RIGHT, - ), - lwc_line( - sin.(RANGE / 10); - label_name = "sin1", - line_width = 5, - price_scale_id = LWC_LEFT, - ), - x = 1, - y = 1, - ), - lwc_panel( - lwc_line( - now() + Second.(RANGE), - sin.(RANGE / 10); - label_name = "sin3", - line_width = 3, - price_scale_id = LWC_LEFT, - ), - x = 2, - y = 1, - ), - lwc_panel( - lwc_line( - now() + Second.(RANGE), - sin.(RANGE / 10); - label_name = "sin3", - line_width = 3, - price_scale_id = LWC_LEFT, - ), - lwc_line( - [LWCSimpleChartData(now() + Second(i), sin(i / 5), color = randcolor()) for i in RANGE]; - label_name = "sin4", - line_width = 3, - price_scale_id = LWC_LEFT, - ), - x = 3, - y = 1, - ), -) - -lwc_show(plt) diff --git a/examples/charts/02_two_lines_and_styles.jl b/examples/charts/02_two_lines_and_styles.jl deleted file mode 100644 index af07fd222..000000000 --- a/examples/charts/02_two_lines_and_styles.jl +++ /dev/null @@ -1,31 +0,0 @@ -# examples/charts/02_two_lines_and_styles -# -# Run from the project root with the command -# julia --project=. examples/charts/02_two_lines_and_styles.jl - -using Dates -using LightweightCharts -import LightweightCharts: randcolor - -RANGE = 1:300 - -plt = lwc_layout( - lwc_panel( - lwc_line( - [LWCSimpleChartData(now() + Second(i), sin(i / 5), color = randcolor()) for i in RANGE]; - label_name = "sin", - line_style = LWC_DOTTED, # LWC_SOLID, LWC_DOTTED, LWC_DASHED, LWC_LARGE_DASHED, LWC_SPARSE_DOTTED - line_width = 5, - line_color = "blue", - ), - lwc_line( - now() + Second.(RANGE), - 10 * cos.(RANGE / 10); - label_name = "cos", - line_type = LWC_STEP, # LWC_SIMPLE, LWC_STEP, LWC_CURVED - price_scale_id = LWC_RIGHT, # LWC_LEFT, LWC_RIGHT - ), - ), -) - -lwc_show(plt) diff --git a/examples/charts/03_line_baseline.jl b/examples/charts/03_line_baseline.jl deleted file mode 100644 index 7bfe1b376..000000000 --- a/examples/charts/03_line_baseline.jl +++ /dev/null @@ -1,43 +0,0 @@ -# examples/charts/03_two_panels -# -# Run from the project root with the command -# julia --project=. examples/charts/03_line_baseline.jl - -using Dates -using LightweightCharts - -RANGE = 1:300 - -plt = lwc_layout( - lwc_panel( - lwc_line( - now() + Second.(RANGE), - sin.(RANGE / 10); - label_name = "sin", - line_style = LWC_DOTTED, # LWC_SOLID, LWC_DOTTED, LWC_DASHED, LWC_LARGE_DASHED, LWC_SPARSE_DOTTED - line_width = 5, - ), - lwc_baseline( - now() + Second.(RANGE), - 3 * cos.(RANGE / 10); - label_name = "baseline" - ), - lwc_baseline( - [LWCSimpleChartData( - now() + Second(i), - 0.5 * cos.(i / 5), - top_fill_color_1 = randcolor(), - top_fill_color_2 = randcolor(), - top_line_color = randcolor(), - bottom_fill_color_1 = randcolor(), - bottom_fill_color_2 = randcolor(), - bottom_line_color = randcolor(), - ) for i in RANGE]; - label_name = "baseline" - ), - ), - name = "LightweightCharts ❤️ Julia", - sync = false, -) - -lwc_show(plt) diff --git a/examples/charts/04_nanodates.jl b/examples/charts/04_nanodates.jl deleted file mode 100644 index 8d374dd7b..000000000 --- a/examples/charts/04_nanodates.jl +++ /dev/null @@ -1,19 +0,0 @@ -# examples/charts/04_nanodates -# -# Run from the project root with the command -# julia --project=. examples/charts/04_nanodates.jl - -using Dates -using NanoDates -using LightweightCharts - -LEN = 300 -timestamps = NanoDate("2023-01-01T12:00:00") + Second.(0:LEN) -area_values = cos.(rand(LEN + 1)) - -plt = lwc_layout( - lwc_panel(lwc_area(timestamps, area_values; label_name = "1 s")), - sync = false, -) - -lwc_show(plt) diff --git a/examples/charts/05_candlesticks.jl b/examples/charts/05_candlesticks.jl deleted file mode 100644 index 57830fd55..000000000 --- a/examples/charts/05_candlesticks.jl +++ /dev/null @@ -1,51 +0,0 @@ -# examples/charts/06_candlesticks -# -# Run from the project root with the command -# julia --project=. examples/charts/06_candlesticks.jl - -using Dates -using CryptoAPIs -using LightweightCharts -import LightweightCharts: randcolor - -ohlc = CryptoAPIs.Binance.Spot.candle(; - symbol = "ETHUSDT", - interval = CryptoAPIs.Binance.Spot.Candle.d1, - startTime = DateTime("2021-01-01"), - endTime = DateTime("2023-09-27"), - limit = 1000, -) - -panel = lwc_panel( - lwc_candlestick( - map( - x -> LWCCandle( - x.openTime, - x.openPrice, - x.highPrice, - x.lowPrice, - x.closePrice; - color = randcolor(), - border_color = randcolor(), - wick_color = randcolor(), - ), - ohlc.result, - ), - label_name = "lwc_candlestick", - up_color = "#52a49a", - down_color = "#de5e57", - border_visible = false, - price_scale_id = LWC_LEFT, - ), - lwc_histogram( - map(x -> x.openTime, ohlc.result), - map(x -> x.volume, ohlc.result); - label_name = "lwc_histogram", - base = -100.0, - color = "rgba(47, 112, 181, 0.5)", - price_scale_id = LWC_RIGHT, - ), - name = "ETHUSDT | Binance Spot", -) - -lwc_show(panel) \ No newline at end of file diff --git a/examples/charts/06_scatter_line.jl b/examples/charts/06_scatter_line.jl deleted file mode 100644 index 2a0f5a54d..000000000 --- a/examples/charts/06_scatter_line.jl +++ /dev/null @@ -1,35 +0,0 @@ -# examples/charts/07_scatter_line -# -# Run from the project root with the command -# julia --project=. examples/charts/07_scatter_line.jl -using LightweightCharts - -chart = lwc_panel( - lwc_line( - round(Int64, time()) .+ collect(1:5000), - map(x -> 1.4 + rand([0.0:0.005:0.8..., 0.8:0.01:0.9...])^10.0, 1:5000); - label_name = "scatter_purple", - line_color = "#9558b2", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - round(Int64, time()) .+ collect(1:5000), - map(x -> 1.2 + rand([0.0:0.005:0.8..., 0.8:0.01:0.9...])^10.0, 1:5000); - label_name = "scatter_green", - line_color = "#389826", - point_markers_visible = true, - line_visible = false, - ), - lwc_line( - round(Int64, time()) .+ collect(1:5000), - map(x -> 1.0 + rand([0.0:0.005:0.8..., 0.8:0.01:0.9...])^10.0, 1:5000); - label_name = "scatter_red", - line_color = "#cb3c33", - point_markers_visible = true, - line_visible = false, - ), - max_y = 1.6 -) - -lwc_show(chart) \ No newline at end of file diff --git a/examples/charts/07_bar.jl b/examples/charts/07_bar.jl deleted file mode 100644 index c413a0046..000000000 --- a/examples/charts/07_bar.jl +++ /dev/null @@ -1,26 +0,0 @@ -# examples/charts/08_bar -# -# Run from the project root with the command -# julia --project=. examples/charts/08_bar.jl - -using Dates -using LightweightCharts - -BARS_MIDDLE = map(x -> rand(1400:1600), 1:100) - -plt = lwc_layout( - lwc_panel( - lwc_bar( - time() .+ collect(1:100), - BARS_MIDDLE, - max(BARS_MIDDLE, [BARS_MIDDLE[2:end]..., 1500]) .+ 100 * rand(100), - min(BARS_MIDDLE, [BARS_MIDDLE[2:end]..., 1500]) .- 100 * rand(100), - [BARS_MIDDLE[2:end]..., 1500]; - label_name = "bar", - up_color = "blue", - down_color = "orange", - ), - ), -) - -lwc_show(plt) diff --git a/examples/plugins/01_vert_line.jl b/examples/plugins/01_vert_line.jl deleted file mode 100644 index b0a7b3373..000000000 --- a/examples/plugins/01_vert_line.jl +++ /dev/null @@ -1,22 +0,0 @@ -# examples/plugins/01_vert_line -# -# Run from the project root with the command -# julia --project=. examples/plugins/01_vert_line.jl - -using Dates -using LightweightCharts - -RANGE = 1:3000 - -plt = lwc_layout( - lwc_panel( - lwc_line( - now() + Second.(RANGE), - sin.(RANGE / 10); - label_name = "sin", - plugins = [lwc_vert_line(rand(RANGE); show_label = true, label_text = "check")], - ), - ), -) - -lwc_show(plt) diff --git a/examples/plugins/02_delta_tooltip.jl b/examples/plugins/02_delta_tooltip.jl deleted file mode 100644 index f483de17b..000000000 --- a/examples/plugins/02_delta_tooltip.jl +++ /dev/null @@ -1,52 +0,0 @@ -# examples/charts/06_candlesticks -# -# Run from the project root with the command -# julia --project=. examples/charts/06_candlesticks.jl - -using Dates -using CryptoAPIs -using LightweightCharts -import LightweightCharts: randcolor - -ohlc = CryptoAPIs.Binance.Spot.candle(; - symbol = "ETHUSDT", - interval = CryptoAPIs.Binance.Spot.Candle.d1, - startTime = DateTime("2021-01-01"), - endTime = DateTime("2023-09-27"), - limit = 1000, -) - -panel = lwc_panel( - lwc_candlestick( - map( - x -> LWCCandle( - x.openTime, - x.openPrice, - x.highPrice, - x.lowPrice, - x.closePrice; - color = randcolor(), - border_color = randcolor(), - wick_color = randcolor(), - ), - ohlc.result, - ), - label_name = "lwc_candlestick", - up_color = "#52a49a", - down_color = "#de5e57", - border_visible = false, - price_scale_id = LWC_LEFT, - plugins = [lwc_delta_tooltip()], - ), - lwc_histogram( - map(x -> x.openTime, ohlc.result), - map(x -> x.volume, ohlc.result); - label_name = "lwc_histogram", - base = -100.0, - color = "rgba(47, 112, 181, 0.5)", - price_scale_id = LWC_RIGHT, - ), - name = "ETHUSDT | Binance Spot", -) - -lwc_show(panel) \ No newline at end of file diff --git a/examples/plugins/03_trend_line.jl b/examples/plugins/03_trend_line.jl deleted file mode 100644 index a42e0f383..000000000 --- a/examples/plugins/03_trend_line.jl +++ /dev/null @@ -1,36 +0,0 @@ -# examples/plugins/03_trend_line -# -# Run from the project root with the command -# julia --project=. examples/plugins.03_trend_line.jl - -using Dates -using LightweightCharts - -RANGE = 1:300 - -plt = lwc_layout( - lwc_panel( - lwc_line( - now() + Second.(RANGE), - sin.(RANGE / 10); - label_name = "sin", - line_style = LWC_DOTTED, - line_width = 5, - line_color = "blue", - plugins = [ - lwc_trend_line(20, 0.5, 120, 0.7), - lwc_trend_line(10, 0.12, 90, 0.89), - ], - ), - lwc_line( - now() + Second.(RANGE), - 10 * cos.(RANGE / 10); - label_name = "cos", - line_type = LWC_STEP, - price_scale_id = LWC_RIGHT, - plugins = [lwc_trend_line(50, 0.32, 144, 0.86)], - ), - ), -) - -lwc_show(plt) diff --git a/examples/plugins/04_crosshair_highlight_bar.jl b/examples/plugins/04_crosshair_highlight_bar.jl deleted file mode 100644 index f1ed22bbe..000000000 --- a/examples/plugins/04_crosshair_highlight_bar.jl +++ /dev/null @@ -1,25 +0,0 @@ -# examples/plugins/04_crosshair_highlight_bar -# -# Run from the project root with the command -# julia --project=. examples/plugins/04_crosshair_highlight_bar.jl - -using Dates -using LightweightCharts - -RANGE = 1:3000 - -plt = lwc_layout( - lwc_panel( - lwc_line( - now() + Second.(RANGE), - sin.(RANGE / 10); - label_name = "sin", - plugins = [ - lwc_vert_line(rand(RANGE); show_label = true, label_text = "check"), - lwc_crosshair_highlight_bar(color = "red"), - ], - ), - ), -) - -lwc_show(plt) diff --git a/examples/plugins/05_tooltip.jl b/examples/plugins/05_tooltip.jl deleted file mode 100644 index 5300b2a7a..000000000 --- a/examples/plugins/05_tooltip.jl +++ /dev/null @@ -1,32 +0,0 @@ -# examples/charts/05_tooltip -# -# Run from the project root with the command -# julia --project=. examples/charts/05_tooltip.jl - -using Dates -using LightweightCharts - -plt = lwc_layout( - lwc_panel( - lwc_line( - time() .+ collect(1:100), - map(x -> rand(1:100), collect(1:100)); - label_name = "BN.LUNA-BUSD", - line_color = "blue", - line_type = LWC_STEP, - line_width = 1, - precision = 3, - plugins = [ - lwc_tooltip( - line_color = "green", - title = "My Own Tooltip", - follow_mode = LWC_TOOLTIP_TOP, - ), - ], - ), - ), - name = "LightweightCharts ❤️ Julia", - sync = true, -) - -lwc_show(plt) diff --git a/test/runtests.jl b/test/runtests.jl index 8ee1926ac..2fb5efb7f 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -28,21 +28,6 @@ const tests = String[ "candlestick", "panel", ] -const examples_charts = String[ - "01_one_line", - "02_two_lines_and_styles", - "03_line_baseline", - "04_nanodates", - "06_scatter_line", - "07_bar", -] - -const examples_plugins = String[ - "01_vert_line", - "03_trend_line", - "04_crosshair_highlight_bar", - "05_tooltip", -] @testset "LightweightCharts" begin @info("Running tests:") @@ -51,18 +36,4 @@ const examples_plugins = String[ @info("\t * $test ...") include("$test.jl") end - - for example ∈ examples_charts - @info "\t * examples/charts/$example ..." - @testset "$example" begin - @test_nowarn include("../examples/charts/$example.jl") - end - end - - for example ∈ examples_plugins - @info "\t * examples/plugins/$example ..." - @testset "$example" begin - @test_nowarn include("../examples/plugins/$example.jl") - end - end end \ No newline at end of file From f84950880c407d8139dca70dab3eede33fbe4208 Mon Sep 17 00:00:00 2001 From: DeevsDeevs Date: Sat, 18 May 2024 11:48:17 -0300 Subject: [PATCH 09/11] mini format changes --- README.md | 6 +++--- docs/src/index.md | 4 ++-- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 9a66d19bb..b11f30312 100644 --- a/README.md +++ b/README.md @@ -85,7 +85,7 @@ panel = lwc_panel( x -> LWCSimpleChartData( x.openTime, x.volume, - color = x.openPrice > x.closePrice ? "rgba(222, 94, 87, 0.5)" : "rgba(82, 164, 154, 0.5)", + color = x.openPrice > x.closePrice ? "#de5e57d9" : "#52a49a80", ), ohlc.result, ); @@ -111,11 +111,11 @@ layout = lwc_layout( lwc_panel( lwc_area( NanoDate("2024-01-01") .+ Second.(1:500), - map(x -> rand(1:500), collect(1:500)), + map(x -> rand(1:500), collect(1:500)); label_name = "lwc_area", line_color = "#49c7e3", top_color = "#74d7ed", - bottom_color = "rgba(133, 242, 240, 0)", + bottom_color = "#85f2f000", line_style = LWC_SOLID, line_type = LWC_STEP, line_width = 2, diff --git a/docs/src/index.md b/docs/src/index.md index 28b12ee73..3e39bb32b 100644 --- a/docs/src/index.md +++ b/docs/src/index.md @@ -75,7 +75,7 @@ panel = lwc_panel( x -> LWCSimpleChartData( x.openTime, x.volume, - color = x.openPrice > x.closePrice ? "rgba(222, 94, 87, 0.5)" : "rgba(82, 164, 154, 0.5)", + color = x.openPrice > x.closePrice ? "#de5e57d9" : "#52a49a80", ), ohlc.result, ); @@ -105,7 +105,7 @@ layout = lwc_layout( label_name = "lwc_area", line_color = "#49c7e3", top_color = "#74d7ed", - bottom_color = "rgba(133, 242, 240, 0)", + bottom_color = "#85f2f000", line_style = LWC_SOLID, line_type = LWC_STEP, line_width = 2, From e3de1b076b7f1620e390463506ee0e898ac5d1bc Mon Sep 17 00:00:00 2001 From: artememelin Date: Sat, 18 May 2024 18:29:16 +0300 Subject: [PATCH 10/11] Docs & formatting --- README.md | 16 ++++++------- docs/src/assets/panel.png | Bin 150101 -> 156335 bytes docs/src/index.md | 18 +++++++------- docs/src/pages/charts.md | 48 +++++++++++++++++++++++++++++++++++++- docs/src/pages/layout.md | 4 ++-- src/LightweightCharts.jl | 3 ++- src/chart_data.jl | 7 +++--- src/charts/area.jl | 2 ++ src/charts/baseline.jl | 2 ++ src/charts/histogram.jl | 2 ++ src/charts/line.jl | 2 ++ test/runtests.jl | 6 +---- 12 files changed, 81 insertions(+), 29 deletions(-) diff --git a/README.md b/README.md index b11f30312..6cf7af47a 100644 --- a/README.md +++ b/README.md @@ -73,7 +73,7 @@ panel = lwc_panel( map( x -> LWCCandle(x.openTime, x.openPrice, x.highPrice, x.lowPrice, x.closePrice), ohlc.result, - ), + ); label_name = "lwc_candlestick", up_color = "#52a49a", down_color = "#de5e57", @@ -85,14 +85,14 @@ panel = lwc_panel( x -> LWCSimpleChartData( x.openTime, x.volume, - color = x.openPrice > x.closePrice ? "#de5e57d9" : "#52a49a80", + color = x.openPrice > x.closePrice ? "#de5e5780" : "#52a49a80", ), ohlc.result, ); label_name = "lwc_histogram", - base = -100.0, + base = 0.0, price_scale_id = LWC_RIGHT, - ), + ); name = "ETHUSDT | Binance Spot", ) @@ -131,7 +131,7 @@ layout = lwc_layout( line_type = LWC_SIMPLE, line_width = 3, price_scale_id = LWC_RIGHT, - ), + ); x = 1, y = 1, ), @@ -146,10 +146,10 @@ layout = lwc_layout( line_width = 3, precision = 4, price_scale_id = LWC_RIGHT, - ), + ); x = 2, y = 1, - ), + ); name = "LightweightCharts ❤️ Julia" ) @@ -187,7 +187,7 @@ chart = lwc_panel( line_color = "#cb3c33", point_markers_visible = true, line_visible = false, - ), + ); max_y = 1.6 ) diff --git a/docs/src/assets/panel.png b/docs/src/assets/panel.png index 56ebcb55add2097a9ba979a7ff134add93ed85e3..9ca47d4cc7da58de354a45720cc76908dc4b7394 100644 GIT binary patch literal 156335 zcmeFZcT`i~);4OFDngJVC_R9*P?RnL0R%$tozQ!i-lc`!2~wph(h-psG=wI-Ne5|C zrT2O_{?7Nl=N$dUxcC1%Mn-gICws3l*IaWx&$B=%%1hznJjA(n?Ha!HOQ`a-Yqwz6 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lwc_panel( map( x -> LWCCandle(x.openTime, x.openPrice, x.highPrice, x.lowPrice, x.closePrice), ohlc.result, - ), + ); label_name = "lwc_candlestick", up_color = "#52a49a", down_color = "#de5e57", @@ -75,14 +75,14 @@ panel = lwc_panel( x -> LWCSimpleChartData( x.openTime, x.volume, - color = x.openPrice > x.closePrice ? "#de5e57d9" : "#52a49a80", + color = x.openPrice > x.closePrice ? "#de5e5780" : "#52a49a80", ), ohlc.result, ); label_name = "lwc_histogram", - base = -100.0, + base = 0.0, price_scale_id = LWC_RIGHT, - ), + ); name = "ETHUSDT | Binance Spot", ) @@ -101,7 +101,7 @@ layout = lwc_layout( lwc_panel( lwc_area( NanoDate("2024-01-01") .+ Second.(1:500), - map(x -> rand(1:500), collect(1:500)), + map(x -> rand(1:500), collect(1:500)); label_name = "lwc_area", line_color = "#49c7e3", top_color = "#74d7ed", @@ -121,7 +121,7 @@ layout = lwc_layout( line_type = LWC_SIMPLE, line_width = 3, price_scale_id = LWC_RIGHT, - ), + ); x = 1, y = 1, ), @@ -136,10 +136,10 @@ layout = lwc_layout( line_width = 3, precision = 4, price_scale_id = LWC_RIGHT, - ), + ); x = 2, y = 1, - ), + ); name = "LightweightCharts ❤️ Julia" ) @@ -177,7 +177,7 @@ chart = lwc_panel( line_color = "#cb3c33", point_markers_visible = true, line_visible = false, - ), + ); max_y = 1.6 ) diff --git a/docs/src/pages/charts.md b/docs/src/pages/charts.md index 3d3774811..41256ac61 100644 --- a/docs/src/pages/charts.md +++ b/docs/src/pages/charts.md @@ -2,7 +2,6 @@ ```@docs LWCChart -LWCSimpleChartData ``` ## Line @@ -220,3 +219,50 @@ nothing # hide ```@raw html ``` + +## Multi-colors + +```@docs +LWCSimpleChartData +``` + +### Example + +```@example +using Dates +using LightweightCharts +import LightweightCharts: randcolor + +t_range = 1:500 + +chart = lwc_layout( + lwc_panel( + lwc_baseline( + map( + x -> LWCSimpleChartData( + now() + Second(x), + cos.(x / 10); + color = randcolor(), + top_line_color = randcolor(), + top_fill_color_1 = randcolor(), + bottom_line_color = randcolor(), + bottom_fill_color_2 = randcolor(), + ), + t_range, + ); + label_name = "lwc_baseline", + line_type = LWC_STEP, + price_scale_id = LWC_RIGHT, + line_width = 4, + ), + ), +) + +lwc_save("colors_example.html", chart) +nothing # hide +``` + +```@raw html + +``` + diff --git a/docs/src/pages/layout.md b/docs/src/pages/layout.md index b4eb23476..6928912cd 100644 --- a/docs/src/pages/layout.md +++ b/docs/src/pages/layout.md @@ -75,7 +75,7 @@ layout = lwc_layout( line_width = 3, precision = 4, price_scale_id = LWC_RIGHT, - ), + ); x = 1, y = 1, ), @@ -102,7 +102,7 @@ layout = lwc_layout( line_type = LWC_SIMPLE, line_width = 3, price_scale_id = LWC_RIGHT, - ), + ); x = 1, y = 2, ); diff --git a/src/LightweightCharts.jl b/src/LightweightCharts.jl index 7884fd6bb..3c2afbdb5 100644 --- a/src/LightweightCharts.jl +++ b/src/LightweightCharts.jl @@ -307,13 +307,14 @@ function Base.propertynames(h::AbstractChartSettings) return to_camelcase.(n) end - function Serde.SerJson.ser_name(::Type{A}, ::Val{T}) where {A<:AbstractChartData,T} return to_camelcase(T) end + function Serde.SerJson.ser_name(::Type{A}, ::Val{T}) where {A<:AbstractChartSettings,T} return to_camelcase(T) end + function Serde.SerJson.ser_name(::Type{A}, ::Val{T}) where {A<:AbstractPluginSettings,T} return to_camelcase(T) end diff --git a/src/chart_data.jl b/src/chart_data.jl index b609cbb1b..58b227259 100644 --- a/src/chart_data.jl +++ b/src/chart_data.jl @@ -22,11 +22,12 @@ using ..LightweightCharts LWCSimpleChartData(time::Int64, value::Real; kw...) LWCSimpleChartData(time::TimeType, value::Real; kw...) -Representation of data for [`lwc_line`](@ref), [`lwc_area`](@ref), [`lwc_baseline`](@ref) and [`lwc_histogram`](@ref) methods. +This data type allows you to customize the colors for each point of your chart. +Supported for [`lwc_line`](@ref), [`lwc_area`](@ref), [`lwc_baseline`](@ref) and [`lwc_histogram`](@ref) methods. ## Fields -- `time::Int64` -- `value::Float64` +- `time::Int64`: Data unix time. +- `value::Float64`: Data value. ## Keyword arguments | Name::Type | Default (Posible values) | Description | diff --git a/src/charts/area.jl b/src/charts/area.jl index 304a29c14..33f66cf5c 100644 --- a/src/charts/area.jl +++ b/src/charts/area.jl @@ -24,9 +24,11 @@ end """ lwc_area([, timestamps], values::Vector{Real}; kw...) -> LWCChart + lwc_area(Vector{LWCSimpleChartData}; kw...) -> LWCChart Creates a [`LWCChart`](@ref) object that contains area chart information. The `timestamps` can be passed as `Vector{Integer}` of Unix time or `Vector{TimeType}`. +You can also use type [`LWCSimpleChartData`](@ref) for more flexible color settings. Wrapper function for [`Area`](https://tradingview.github.io/lightweight-charts/docs/series-types#area). diff --git a/src/charts/baseline.jl b/src/charts/baseline.jl index d9d82118c..ebe4e1162 100644 --- a/src/charts/baseline.jl +++ b/src/charts/baseline.jl @@ -33,9 +33,11 @@ end """ lwc_baseline([, timestamps], values::Vector{Real}; kw...) -> LWCChart + lwc_baseline(Vector{LWCSimpleChartData}; kw...) -> LWCChart Creates a [`LWCChart`](@ref) object that contains baseline chart information. The `timestamps` can be passed as `Vector{Integer}` of Unix time or `Vector{TimeType}`. +You can also use type [`LWCSimpleChartData`](@ref) for more flexible color settings. Wrapper function for [`Baseline`](https://tradingview.github.io/lightweight-charts/docs/series-types#baseline). diff --git a/src/charts/histogram.jl b/src/charts/histogram.jl index 49402aefe..80401fab2 100644 --- a/src/charts/histogram.jl +++ b/src/charts/histogram.jl @@ -12,9 +12,11 @@ end """ lwc_histogram([, timestamps], values::Vector{Real}; kw...) -> LWCChart + lwc_histogram(Vector{LWCSimpleChartData}; kw...) -> LWCChart Creates a [`LWCChart`](@ref) object that contains histogram chart information. The `timestamps` can be passed as `Vector{Integer}` of Unix time or `Vector{TimeType}`. +You can also use type [`LWCSimpleChartData`](@ref) for more flexible color settings. Wrapper function for [`Histogram`](https://tradingview.github.io/lightweight-charts/docs/series-types#histogram). diff --git a/src/charts/line.jl b/src/charts/line.jl index 35e835e1f..507831eba 100644 --- a/src/charts/line.jl +++ b/src/charts/line.jl @@ -22,9 +22,11 @@ end """ lwc_line([, timestamps], values::Vector{Real}; kw...) -> LWCChart + lwc_line(Vector{LWCSimpleChartData}; kw...) -> LWCChart Creates a [`LWCChart`](@ref) object that contains line chart information. The `timestamps` can be passed as `Vector{Integer}` of Unix time or `Vector{TimeType}`. +You can also use type [`LWCSimpleChartData`](@ref) for more flexible color settings. Wrapper function for [`Line`](https://tradingview.github.io/lightweight-charts/docs/series-types#line). diff --git a/test/runtests.jl b/test/runtests.jl index 2fb5efb7f..b0b70a80b 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -14,10 +14,6 @@ function Base.:(==)(l::T, r::T) where {T<:Union{LWCChart,LWCPanel}} return true end -function lwc_show(plt; filepath = joinpath(homedir(), "lightweightcharts.html")) - return "html" -end - const tests = String[ "common", "area", @@ -36,4 +32,4 @@ const tests = String[ @info("\t * $test ...") include("$test.jl") end -end \ No newline at end of file +end From 8d89304e8885864393594f20abd480d6e3e2f417 Mon Sep 17 00:00:00 2001 From: artememelin Date: Sat, 18 May 2024 18:39:07 +0300 Subject: [PATCH 11/11] Fix --- docs/src/pages/charts.md | 36 ++++++++++++++++-------------------- 1 file changed, 16 insertions(+), 20 deletions(-) diff --git a/docs/src/pages/charts.md b/docs/src/pages/charts.md index 41256ac61..ac7f6590c 100644 --- a/docs/src/pages/charts.md +++ b/docs/src/pages/charts.md @@ -235,27 +235,23 @@ import LightweightCharts: randcolor t_range = 1:500 -chart = lwc_layout( - lwc_panel( - lwc_baseline( - map( - x -> LWCSimpleChartData( - now() + Second(x), - cos.(x / 10); - color = randcolor(), - top_line_color = randcolor(), - top_fill_color_1 = randcolor(), - bottom_line_color = randcolor(), - bottom_fill_color_2 = randcolor(), - ), - t_range, - ); - label_name = "lwc_baseline", - line_type = LWC_STEP, - price_scale_id = LWC_RIGHT, - line_width = 4, +chart = lwc_baseline( + map( + x -> LWCSimpleChartData( + now() + Second(x), + cos.(x / 10); + color = randcolor(), + top_line_color = randcolor(), + top_fill_color_1 = randcolor(), + bottom_line_color = randcolor(), + bottom_fill_color_2 = randcolor(), ), - ), + t_range, + ); + label_name = "lwc_baseline", + line_type = LWC_STEP, + price_scale_id = LWC_RIGHT, + line_width = 4, ) lwc_save("colors_example.html", chart)