====Lambda data==== Suppose you want to do a complicated task with an [[harlowe:Array|Array]], like, say, convert all of its [[harlowe:string|strings]] to lowercase, or check if its [[harlowe:datamap|datamap]] have "health" data equal to 0, or join all of its strings together into a single string. You want to be able to tell Harlowe to search for "each string where the string's 1st letter is A". You want to write a "function" for how the search is to be conducted. Lambdas are user-created functions that let you tell certain macros, like [[harlowe:find|(find:)]], [[harlowe:altered|(altered:)]] and [[harlowe:folded|(folded:)]], precisely how to search, alter, or combine the data provided to them. There are several types of lambdas. * "where" lambdas, used by the [[harlowe:find|(find:)]] macro, are used to search for and filter data. The lambda ''%%_item where _item's 1st is "A"%%'' tells the macro to searches for items whose ''%%1st%%'' is the string "A". * "via" lambdas, used by the [[harlowe:altered|(altered:)]] macro, are used to transform and change data. The lambda ''%%_item via _item + "s"%%'' tells the macro to add the string "s" to the end of each item. * "when" lambdas are a variant of "where" used exclusively by [[harlowe:event|(event:)]], and are used to specify a live event when a hook should be shown. The lambda ''%%when $fuel > 8%%'' tells [[harlowe:event|(event:)]] to show the attached hook when ''%%$fuel%%'' is increased (due to an interaction macro like [[harlowe:link-repeat|(link-repeat:)]], a [[harlowe:live|(live:)]] macro, or anything else). This really shouln't be called a "lambda", but you can perhaps think of it in terms of it filtering moments in time that pass or fail the condition. * "making" lambdas, used by the [[harlowe:folded|(folded:)]] are used to build or "make" a single data value by adding something from each item to it. The lambda ''%%_item making _total via _total + (max: _item, 0)%%'' tells the macro to add each item to the total, but only if the item is greater than 0. (Incidentally, you can also use "where" inside a "making" lambda - you could rewrite that lambda as ''%%_item making _total via _total + _item where _item > 0%%''.) * For certain macros, like [[harlowe:for|(for:)]], you may want to use a "where" lambda that doesn't filter out any of the values - ''%%_item where true%%'', for instance, will include every item. There is a special, more readable shorthand for this type of "where" lambda: writing just ''%%each _item%%'' is equivalent. Lambdas use temp variables as "placeholders" for the actual values. For instance, in ''%%(find: _num where _num > 2, 5,6,0)%%'', the temp variable ''%%_num%%'' is used to mean each individual value given to the macro, in turn. It will be 5, 6 and 0, respectively. Importantly, this will //not// alter any existing temp variable called ''%%_num%%'' - the inside of a lambda can be thought of as a hook, so just as the inner ''%%_x%%'' in ''%%(set: _x to 1) |a>[ (set:_x to 2) ]%%'' is different from the outer ''%%_x%%'', the ''%%_num%%'' in the lambda will not affect any other ''%%_num%%''. You can use the "it" shorthand to save on having to write the temporary variable's name multiple times. ''%%_num where _num > 2%%'' can be rewritten as''%%_num where it > 2%%''. Not only that, but you can even save on naming the temporary variable at all, by just using ''%%where%%'' (or ''%%via%%'' or ''%%making%%'') without the name and only using ''%%it%%'' to refer to the variable: ''%%where it > 2%%''. An important feature is that you can save lambdas into variables, and reuse them in your story easily. You could, for instance, ''%%(set: $statsReadout to (_stat making _readout via _readout + "|" + _stat's name + ":" + _stat's value))%%'', and then use $printStats with the [[harlowe:folded|(folded:)]] macro in different places, such as ''%%(folded: $statsReadout, ...(dataentries: $playerStats))%%'' for displaying the player's stats, ''%%(folded: $statsReadout, ...(dataentries: $monsterStats))%%'' for a monster's stats, etc. Lambdas are named after the lambda calculus, and the "lambda" keyword used in many popular programming languages. They may seem complicated, but as long as you think of them as just a special way of writing a repeating instruction, and understand how their macros work, you may find that they are very convenient.