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| c335917226 | 
							
								
								
									
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							|  | @ -1,17 +1,23 @@ | |||
| # A minimalist calculator for f estimation | ||||
| # A minimalist calculator for fermi estimation | ||||
| 
 | ||||
| This project is a minimalist, stack-based DSL for f estimation. It can multiply and divide scalars, lognormals and beta distributions. | ||||
| This project is a minimalist, stack-based DSL for fermi estimation. It can multiply, divide, add and substract scalars, lognormals and beta distributions. | ||||
| 
 | ||||
| ## Motivation | ||||
| 
 | ||||
| Sometimes, [Squiggle](https://github.com/quantified-uncertainty/squiggle), [simple squiggle](https://git.nunosempere.com/quantified.uncertainty/simple-squiggle) or [squiggle.c](https://git.nunosempere.com/personal/squiggle.c) are still too complicated and un-unix-like. | ||||
| 
 | ||||
| ## Usage | ||||
| 
 | ||||
| Here is an example | ||||
| ## Installation | ||||
| 
 | ||||
| ``` | ||||
| $ go run f.go | ||||
| make build | ||||
| sudo make install | ||||
| fermi  | ||||
| ``` | ||||
| 
 | ||||
| ## Usage | ||||
| 
 | ||||
| ``` | ||||
| $ fermi | ||||
| 5000000 12000000 | ||||
| => 5.0M 12.0M | ||||
| * beta 1 200 | ||||
|  | @ -31,7 +37,7 @@ $ go run f.go | |||
| Perhaps this example is more understandable with comments and better units: | ||||
| 
 | ||||
| ``` | ||||
| $ sed -u "s|#.*||" | sed -u 's|M|000000|g' | go run f.go | ||||
| $ fermi | ||||
| 5M 12M        # number of people living in Chicago | ||||
| => 5.0M 12.0M | ||||
| * beta 1 200  # fraction of people that have a piano | ||||
|  | @ -51,6 +57,7 @@ piano_tuners_in_Chicago => 5.9 568.3 | |||
| Here is instead an example using beta distributions and variables: | ||||
| 
 | ||||
| ``` | ||||
| $ fermi | ||||
| 1 2 | ||||
| => 1.0 2.0 | ||||
| * 1_000_000_000 | ||||
|  | @ -77,6 +84,7 @@ The difference between `=: x` and `=. y` is that `=.` clears the stack after the | |||
| If you type "help", you can see a small grammar: | ||||
| 
 | ||||
| ``` | ||||
| $ fermi | ||||
| help | ||||
|   Operation | Variable assignment | Special | ||||
|     Operation:                             operator operand | ||||
|  | @ -85,9 +93,13 @@ help | |||
|             lognormal:                     low high | ||||
|             beta:                          beta alpha beta | ||||
|     Variable assignment:                   =: variable_name | ||||
|       Clear stack:                           . | c | clear | ||||
|     Variable assignment and clear stack:   =. variable_name | ||||
|       Other special operations:              help | debug | exit | ||||
|     Special: | ||||
|          Clear stack:                      clear | c | . | ||||
|          Print this help message:          help  | h | ||||
|          Print debug info:                 debug | d | ||||
|          Exit:                             exit  | e | ||||
|          Comment:                          # this is a comment | ||||
|   Examples: | ||||
|     + 2 | ||||
|     / 2.5 | ||||
|  | @ -99,47 +111,14 @@ help | |||
|     . | ||||
|     1 100 | ||||
|     + x | ||||
|     # this is a comment | ||||
|     * 1 12 # this is an operation followed by a comment | ||||
|     exit | ||||
| ``` | ||||
| 
 | ||||
| ## Installation | ||||
| 
 | ||||
| ``` | ||||
| make build | ||||
| sudo make install | ||||
| f # rather than the previous go run f.go | ||||
| ``` | ||||
| 
 | ||||
| Why use make instead of the built-in go commands? Because the point of make is to be able to share command-line recipes.  | ||||
| 
 | ||||
| ## Usage together with standard Linux utilities | ||||
| 
 | ||||
| ```bash | ||||
| f | ||||
| sed -u "s|#.*||" | sed -u 's|M|000000|g' | f | ||||
| 
 | ||||
| cat more/piano-tuners.f | f | ||||
| cat more/piano-tuners-commented.f | sed -u "s|#.*||" | sed -u 's|M|000000|g' | f | ||||
| 
 | ||||
| tee -a input.log | go run f.go | tee -a output.log | ||||
| tee -a io.log | go run f.go | tee -a io.log | ||||
| 
 | ||||
| function f(){ | ||||
|   sed -u "s|#.*||" |  | ||||
|   sed -u "s|//.*||" |  | ||||
|   sed -u 's|K|000|g' |  | ||||
|   sed -u 's|M|000000|g' |  | ||||
|   sed -u 's|B|000000000|g' |  | ||||
|   /usr/bin/f | ||||
| } | ||||
| ``` | ||||
| 
 | ||||
| Note that these sed commands are just hacks, and won't parse e.g., `3.5K` correctly—it will just substitute for 3.5000 | ||||
| 
 | ||||
| ## Tips & tricks | ||||
| 
 | ||||
| - It's conceptually clearer to have all the multiplications first and then all the divisions | ||||
| - Sums and divisions now also supported | ||||
| - For things between 0 and 1, consider using a beta distribution | ||||
| 
 | ||||
| ## Different levels of complexity | ||||
|  | @ -159,6 +138,7 @@ Done: | |||
| - [x] Save to file? | ||||
| - [x] Allow comments? | ||||
|   - [x] Use a sed filter?  | ||||
|   - [x] Add proper comment processing | ||||
| - [x] Add show more info version | ||||
| - [x] Scalar multiplication and division | ||||
| - [x] Think how to integrate with squiggle.c to draw samples | ||||
|  | @ -169,6 +149,7 @@ Done: | |||
| - [x] Consider the following: make this into a stack-based DSL, with: | ||||
|   - [x] Variables that can be saved to and then displayed | ||||
|   - [x] Other types of distributions, particularly beta distributions? => But then this requires moving to bags of samples. It could still be ~instantaneous though. | ||||
|   - [x] Added bags of samples to support addition and multiplication of betas and lognormals | ||||
| - [x] Figure out go syntax for | ||||
|   - Maps | ||||
|   - Joint types | ||||
|  | @ -176,11 +157,11 @@ Done: | |||
| - [x] Fix correlation problem, by spinning up a new randomness thing every time some serial computation is done. | ||||
| - [x] Clean up error code. Right now only needed for division | ||||
| - [x] Maintain *both* a more complex thing that's more featureful *and* the more simple multiplication of lognormals thing. | ||||
| - [x] Allow input with K/M/T | ||||
| 
 | ||||
| To (possibly) do: | ||||
| 
 | ||||
| - [ ] Document parenthesis syntax | ||||
| - [ ] Allow input with K/M/T | ||||
| - [ ] Add functions. Now easier to do with an explicit representation of the stakc | ||||
| - [ ] Think about how to draw a histogram from samples | ||||
| - [ ] Dump samples to file | ||||
|  |  | |||
							
								
								
									
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							|  | @ -71,9 +71,15 @@ const HELP_MSG = "  Operation | Variable assignment | Special\n" + | |||
| 	"            lognormal:                     low high\n" + | ||||
| 	"            beta:                          beta alpha beta\n" + | ||||
| 	"    Variable assignment:                   =: variable_name\n" + | ||||
| 	"    Clear stack:                           . | c | clear\n" + | ||||
| 	"    Variable assignment and clear stack:   =. variable_name\n" + | ||||
| 	"    Other special operations:              help | debug | exit\n" + | ||||
| 	"    Special: \n" + | ||||
| 	"         Comment:                          # this is a comment\n" + | ||||
| 	"         Clear stack:                      clear | c | .\n" + | ||||
| 	"         Print debug info:                 debug | d\n" + | ||||
| 	"         Print help message:               help  | h\n" + | ||||
| 	"         Start additional stack:           operator (\n" + | ||||
| 	"         Return from additional stack      )\n" + | ||||
| 	"         Exit:                             exit  | e\n" + | ||||
| 	"  Examples: \n" + | ||||
| 	"    + 2\n" + | ||||
| 	"    / 2.5\n" + | ||||
|  | @ -85,7 +91,14 @@ const HELP_MSG = "  Operation | Variable assignment | Special\n" + | |||
| 	"    .\n" + | ||||
| 	"    1 100\n" + | ||||
| 	"    + x\n" + | ||||
| 	"    # this is a comment\n" + | ||||
| 	"    * 1 12 # this is an operation followed by a comment\n" + | ||||
| 	"    * (\n" + | ||||
| 	"    1 10\n" + | ||||
| 	"    + beta 1 100\n" + | ||||
| 	"    )\n" + | ||||
| 	"    exit\n" | ||||
| 
 | ||||
| const NORMAL90CONFIDENCE = 1.6448536269514727 | ||||
| const INIT_DIST Scalar = Scalar(1) | ||||
| const N_SAMPLES = 1_000_000 | ||||
|  | @ -345,9 +358,12 @@ func runRepl(stack Stack, reader *bufio.Reader) Stack { | |||
| replForLoop: | ||||
| 	for { | ||||
| 		new_line, _ := reader.ReadString('\n') | ||||
| 		words := strings.Split(strings.TrimSpace(new_line), " ") | ||||
| 		new_line_before_comments, _, _ := strings.Cut(new_line, "#") | ||||
| 		new_line_trimmed := strings.TrimSpace(new_line_before_comments) | ||||
| 		words := strings.Split(new_line_trimmed, " ") | ||||
| 
 | ||||
| 		switch { | ||||
| 		case strings.TrimSpace(new_line) == "": /* Empty line case */ | ||||
| 		case strings.TrimSpace(new_line_trimmed) == "": /* Empty line case */ | ||||
| 		/* Parenthesis */ | ||||
| 		case len(words) == 2 && (words[0] == "*" || words[0] == "+" || words[0] == "-" || words[0] == "/") && words[1] == "(": | ||||
| 			new_stack := runRepl(Stack{old_dist: INIT_DIST, vars: stack.vars}, reader) | ||||
|  |  | |||
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