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Function - Probability UDF A user defined function library of probability focused functions.

Pinescript - Standard Array Functions Library by RRB Standard Array Functions Library by RagingRocketBull 2021 Version 1.0 This script provides a library of every standard Pinescript array function for live testing with all supported array types. You can find the full list of supported standard array functions below. There are several libraries: - Common String Functions Library - Common Array Functions Library - Standard Array Functions Library Features: - Supports all standard array functions (30+) with all possible array types* (* - except array.new* functions and label, line array types) - Live Output for all/selected functions based on User Input. Test any function for possible errors you may encounter before using in script. - Output filters: show errors, hide all excluded and show only allowed functions using a list of function names - Console customization options: set custom text size, color, page length, line spacing Notes: - uses Pinescript v3 Compatibility Framework - uses Common String Functions Library - has to be a separate script to reduce the number of local scopes in Common Array Function Library, there's no way to merge these scripts into a single library. - lets you live test all standard array functions for errors. If you see an error - change params in UI - array types that are not supported by certain functions and producing a compilation error were disabled with "error" showing up as result - if you see "Loop too long" error - hide/unhide or reattach the script - doesn't use pagination, a single str contains all output - for most array functions to work (except push), an array must be defined with at least 1 pre-existing dummy element 0. - array.slice and array.fill require from_index < to_index otherwise error - array.join only supports string arrays, and delimiter must be a const string, can't be var/input. Use join_any_array to join any array type into string. You can also use tostring() to join int, float arrays. - array.sort only supports int, float arrays. Use sort_any_array from the Common Array Function Library to sort any array type. - array.sort only sorts values, doesn't preserve indexes. Use sort_any_array from the Common Array Function Library to sort any array while preserving indexes. - array.concat appends string arrays in reverse order, other array types are appended correctly - array.covariance requires 2 int, float arrays of the same size - tostring(flag) works only for internal bool vars, flag expression can't depend on any inputs of any type, use bool_to_str instead - you can't create an if/function that returns var type value/array - compiler uses strict types and doesn't allow that - however you can assign array of any type to another array of any type creating an arr pointer of invalid type that must be reassigned to a matching array type before used in any expression to prevent error - source_array and create_any_array2 use this loophole to return an int_arr pointer of a var type array - this works for all array types defined with/without var keyword. This doesn't work for string arrays defined with var keyword for some reason - you can't do this with var type vars, this can be done only with var type arrays because they are pointers passed by reference, while vars are the actual values passed by value. - wrapper functions solve the problem of returning var array types. This is the only way of doing it when the top level arr type is undefined. - you can only pass a var type value/array param to a function if all functions inside support every type - otherwise error - alternatively values of every type must be passed simultaneously and processed separately by corresponding if branches/functions supporting these particular types returning a common single result type - get_var_types solves this problem by generating a list of dummy values of every possible type including the source type, allowing a single valid branch to execute without error - examples of functions supporting all array types: array.size, array.get, array.push. Examples of functions with limited type support: array.sort, array.join, array.max, tostring - unlike var params/global vars, you can modify array params and global arrays directly from inside functions using standard array functions, but you can't use := (it only works for local arrays) - inside function always work with array.copy to prevent accidental array modification - you can't compare arrays - there's no na equivalent for arrays, na(arr) doesn't work P.S. A wide array of skills calls for an even wider array of responsibilities List of functions: - array.avg(arr) - array.clear(arr) - array.concat(arr1, arr2) - array.copy(arr) - array.covariance(arr1, arr2) - array.fill(arr, value, index_from, index_to) - array.get(arr, index) - array.includes(arr, value) - array.indexof(arr, value) - array.insert(arr, index, value) - array.join(arr, delimiter) - array.lastindexof(arr, value) - array.max(arr) - array.median(arr) - array.min(arr) - array.mode(arr) - array.pop(arr) - array.push(arr, value) - array.range(arr) - array.remove(arr, index) - array.reverse(arr) - array.set(arr, index, value) - array.shift(arr) - array.size(arr) - array.slice(arr, index_from, index_to) - array.sort(arr, order) - array.standardize() - array.stdev(arr) - array.sum(arr) - array.unshift(arr, value) - array.variance(arr)

Pinescript - Common String Functions Library by RRB Common String Functions Library by RagingRocketBull 2021 Version 1.0 Pinescript now has strong support for arrays with many powerful functions, but still lacks built-in string functions. Luckily you can easily process and manipulate strings using arrays. This script provides a library of common string functions for everyday use, such as: indexOf, substr, replace, ascii_code, str_to_int etc. There are 100+ unique functions (130 including all implementations) It should serve as building blocks to speed up the development of your custom scripts. You should also be able to learn how Pinescript arrays works and how you can process strings. Similar libraries for Array and Statistical Functions are in the works. You can find the full list of functions below. Features: - 100+ unique string functions (130 including all implementations) in categories: lookup, testing, conversion, modification, extraction, type conversion, date and time, console output - Live Output for all/selected functions based on User Input. Test any function before using in script. - Live Unit Test Output for several functions based on pre-defined inputs. - Output filters: show unique functions/all implementations, grouping - Console customization options: set custom text size, color, page length - Support for Pages - auto splits output into pages with fixed length, use pages in your scripts - Several easy to use console output functions to speed up debugging/output. WARNING: - Compilation Time: 1 min Notes: - uses Pinescript v3 Compatibility Framework - this script is packed to the max and sets a new record in testing of Pinescript's limits: 500 local scopes, 4000+ lines, 180kb+ source size. It's not possible to add more ifs/fors/functions without reducing functionality - to fit the max limit of local scopes = 500 all ifs were replaced with ?: where possible, the number of function calls was reduced, some calls replaced with inline function code - ifs are faster (especially when lots of them are used in a for cycle), more readable, but ifs/fors/functions increase local scopes (+1) and compiled file size, have max nesting limit = 10. - ?: are slower (especially in for cycles), hard to read when nested, don't affect local scopes, reduce compiled file size, can't contain plots, for statements (break/continue) and sets of statements - for most array functions to work (except push), an array must be defined with at least 1 pre-existing dummy element 0. - if you see "String too long" error - enable Show Pages, reduce Max Chars Per Page < Max String Length limit = 4096. - if you see "Loop too long" error - hide/unhide or reattach the script - some functions have several implementations that can be faster/slower, use internal code/ext functions - 1 is manual string processing using for cycles (array.get) and ext functions - provided in case you want to implement your own logic, may sometimes be slower - 2 is a 2nd alternate implementation mostly done using built-in functions (array.indexof, array.slice, array.insert, array.remove, str.replace_all), attempts to minimize local scopes and dependency on ext functions, should generally be faster - 3 is a 3rd alternate (array.includes, array.fill) or a more advanced implementation (datetime3_str) with lots of params, giving you the most control over output - most functions have dependencies, such as const names, global arrays, inputs, other functions. P.S. Strings of Time may be closed unto themselves or have loose ends; they can vibrate, stretch, join or split. Function Groups: 1. Char Functions - repeat(str, num) - ascii_char(code) - ascii_code(char) - is_digit(char) - is_letter(char) - digit_to_int(char) - is_space_char(char) 2. Char Test and Lookup Functions - char_at(str, pos) - char_code_at(str, pos) - indexOf_char(str, char) - lastIndexOf_char(str, char) - nth_indexOf_char(str, char, num) - includes_char(str, char) 3. String Lookup Functions - indexOf(str, target) - lastIndexOf(str, target) - nth_indexOf(str, target, num) - indexesOf(str, target) - numIndexesOf(str, target) 4. String Conversion Functions - lowercase(str) - uppercase(str) 5. String Modification and Extraction Functions - split(str, separator) - insert(str, pos, new_str) - remove(str, pos, length) - insert_char(str, pos, char) - remove_char(str, pos) - reverse(str) - fill_char(str, char, start_pos, end_pos) - replace(str, target, new_str) - replace_first(str, target, new_str) - replace_last(str, target, new_str) - replace_nth(str, target, new_str, num) - replace_left(str, new_str) - replace_right(str, new_str) - replace_middle(str, pos, new_str) - left(str, num) - right(str, num) - first_char(str) - last_char(str) - truncate(str, max_len) - truncate_middle2(str, trunc_str, pos, max_len) - truncate_from2(str, trunc_str, pos, max_len, side) - concat(str1, str2, trunc_str, max_len, mode) - concat_from(str1, str2, trunc_str, max_len, side, mode) - trim(str) - substr(str, pos, length) - substring(str, start_pos, end_pos) - strip(str, mask, target, is_allowed) - extract_groups(str) - extract_numbers(str, d1, d2, mode) - str_to_float(str, d1, d2) - str_to_int(str) - extract_ranges(str, d1, d2, d3, type) 6. String Test Functions - includes(str, target) - starts_with(str, target) - ends_with(str, target) - str_compare(str1, str2) 7. Type Conversion Functions - tf_check2(tf) - tf_to_mins() - convert_tf(tf) - period_to_mins(tf) - convert_tf2(tf) - convert_tf3(tf) - bool_to_str(flag) - get_src(src_str) - get_size(size_str) - get_style(style) - get_bool(bool_str) - get_int(str) - get_float(str, d1, d2) - get_color(str, def_color) - color_tr2(col_str, transp) - get_month(str) - month_name(num, format) - weekday_name(num, format) - dayofweek_name(t) 8. Date and Time Functions - date_str(t, d) - time_str(t, d) - datetime_str(t, d1, d2) - date2_str(t, d, type) - time2_str(t, d, type) - datetime2_str(t, d1, d2, format1, format2) - date3_str(t, template) - time3_str(t, template) - datetime3_str(t, template) 9. Console Output & Helper Functions - echo1(con, str) - echo2(x, y, con, str) - echo3(v_shift, con, str, msg_color, text_size) - echo4(x, y, con, str, msg_style, msg_color, text_size, text_align, msg_xloc) - echo5(x, y, con, str, msg_style, msg_color, text_size, text_align, msg_xloc) - echo6(x, y, con, str) - echo7(v_shift, con, str, msg_color, text_size) - echo8(x, y, con, str, msg_style, msg_color, text_size, text_align, msg_xloc) - echo9(x, y, con, str, msg_style, msg_color, text_size, text_align, msg_xloc) - new_page(str, line_str, trunc_str, header_str, footer_str, length, page_count, page, mode)