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README.md
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README.md
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# ftcsv
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ftcsv, a fairly fast csv library written in pure Lua. It's been tested with LuaJIT 2.0/2.1 and Lua 5.2
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It works well for CSVs that can easily be fully loaded into memory (easily up to a hundred MB). Currently, there isn't a "large" file mode with proper readers and writers for ingesting CSVs in bulk with a fixed amount of memory. It correctly handles both `\n` (LF) and `\r\n` (CRLF) line endings (ie it should work with Windows and Mac/Linux line endings) and has UTF-8 support.
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## Installing
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You can either grab `ftcsv.lua` from here or install via luarocks:
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```
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luarocks install ftcsv
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```
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## Parsing
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###`ftcsv.parse(fileName, delimiter [, options])`
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ftcsv will load the entire csv file into memory, then parse it in one go, returning a lua table with the parsed data. It has only two required parameters - a file name and delimiter (limited to one character). A few optional parameters can be passed in via a table (examples below).
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Just loading a csv file:
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```lua
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local ftcsv = require('ftcsv')
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local zipcodes = ftcsv.parse("free-zipcode-database.csv", ",")
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```
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### Options
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The following are optional parameters passed in via the third argument as a table. For example if you wanted to `loadFromString` and not use `headers`, you could use the following:
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```lua
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ftcsv.parse("apple,banana,carrot", ",", {loadFromString=true, headers=false})
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```
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- `loadFromString`
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If you want to load a csv from a string instead of a file, set `loadFromString` to `true` (default: `false`)
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```lua
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ftcsv.parse("a,b,c\r\n1,2,3", ",", {loadFromString=true})
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```
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- `rename`
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If you want to rename a field, you can set `rename` to change the field names. The below example will change the headers from `a,b,c` to `d,e,f`
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Note: You can rename two fields to the same value, ftcsv will keep the field that appears latest in the line.
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```lua
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local options = {loadFromString=true, rename={["a"] = "d", ["b"] = "e", ["c"] = "f"}}
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local actual = ftcsv.parse("a,b,c\r\napple,banana,carrot", ",", options)
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```
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- `fieldsToKeep`
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If you only want to keep certain fields from the CSV, send them in as a table-list and it should parse a little faster and use less memory.
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Note: If you want to keep a renamed field, put the new name of the field in `fieldsToKeep`:
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```lua
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local options = {loadFromString=true, fieldsToKeep={"a","f"}, rename={["c"] = "f"}}
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local actual = ftcsv.parse("a,b,c\r\napple,banana,carrot\r\n", ",", options)
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```
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- `headers`
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Set `headers` to `false` if the file you are reading doesn't have any headers. This will cause ftcsv to create indexed tables rather than a key-value tables for the output.
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```lua
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local options = {loadFromString=true, headers=false}
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local actual = ftcsv.parse("apple>banana>carrot\ndiamond>emerald>pearl", ">", options)
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```
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Note: Header-less files can still use the `rename` option and after a field has been renamed, it can specified as a field to keep. The `rename` syntax changes a little bit:
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```lua
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local options = {loadFromString=true, headers=false, rename={"a","b","c"}, fieldsToKeep={"a","b"}}
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local actual = ftcsv.parse("apple>banana>carrot\ndiamond>emerald>pearl", ">", options)
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```
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In the above example, the first field becomes 'a', the second field becomes 'b' and so on.
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For all tested examples, take a look in /spec/feature_spec.lua
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## Encoding
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###`ftcsv.encode(inputTable, delimiter[, options])`
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ftcsv can also take a lua table and turn it into a text string to be written to a file. It has two required parameters, an inputTable and a delimiter. You can use it to write out a file like this:
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```lua
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local fileOutput = ftcsv.encode(users, ",")
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local file = assert(io.open("ALLUSERS.csv", "w"))
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file:write(fileOutput)
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file:close()
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```
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### Options
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- `fieldsToKeep`
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if `fieldsToKeep` is set in the encode process, only the fields specified will be written out to a file.
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```lua
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local output = ftcsv.encode(everyUser, ",", {fieldsToKeep={"Name", "Phone", "City"}})
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```
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## Performance
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I did some basic testing and found that in lua, if you want to iterate over a string character-by-character and look for single chars, `string.byte` performs better than `string.sub`. As such, ftcsv iterates over the whole file and does byte compares to find quotes and delimiters and then generates a table from it. If you have thoughts on how to improve performance (either big picture or specifically within the code), create a GitHub issue - I'd love to hear about it!
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## Contributing
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Feel free to create a new issue for any bugs you've found or help you need. If you want to contribute back to the project please do the following:
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1. Fork the repo
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2. Create a new branch
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3. Push your changes to the branch
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4. Run the test suite and make sure it still works
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5. Submit a pull request
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6. ???
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7. Enjoy the changes made to the repo!
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## Licenses
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- The main library is licensed under the MIT License. Feel free to use it!
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- Some of the test CSVs are from [csv-spectrum](https://github.com/maxogden/csv-spectrum) (BSD-2-Clause) which includes some from [csvkit](https://github.com/wireservice/csvkit) (MIT License)
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ftcsv-1.0.0-1.rockspec
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ftcsv-1.0.0-1.rockspec
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package = "ftcsv"
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version = "1.0.0-1"
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source = {
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url = "git://github.com/FourierTransformer/ftcsv.git",
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tag = "1.0.0"
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}
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description = {
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summary = "A fairly fast csv library written in pure Lua",
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detailed = [[
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ftcsv is a fast and easy to use csv library for lua. It can read in CSV files,
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do some basic transformations (rename fields) and can create the csv format.
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It supports UTF-8, header-less CSVs, and maintaining correct line endings for
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multi-line fields.
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Note: Currently it cannot load CSV files where the file can't fit in memory.
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]],
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homepage = "https://github.com/FourierTransformer/ftcsv",
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maintainer = "Shakil Thakur <shakil.thakur@gmail.com>",
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license = "MIT"
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}
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dependencies = {
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"lua >= 5.1, <5.3",
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}
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build = {
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type = "builtin",
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modules = {
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["ftcsv"] = "ftcsv.lua"
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},
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}
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ftcsv.lua
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ftcsv.lua
@ -49,7 +49,8 @@ local function createNewField(inputString, quote, fieldStart, i, line, fieldNum,
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-- so, if we just recently de-escaped, we don't want the trailing \"
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-- if fieldsToKeep == nil then
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-- local fieldsToKeep = fieldsToKeep
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local output = line[fieldNum]
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-- print(fieldNum)
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-- print(fieldsToKeep[fieldNum])
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if fieldsToKeep == nil or fieldsToKeep[fieldNum] then
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-- print(fieldsToKeep)
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-- print("b4", i, fieldNum, line[fieldNum])
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@ -71,7 +72,7 @@ local function createNewField(inputString, quote, fieldStart, i, line, fieldNum,
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end
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-- creates the headers after reading through to the first line
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local function createHeaders(line, rename, fieldsToKeep)
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local function createHeaders(line, rename)
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-- print("CREATING HEADERS")
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local headers = {}
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for i = 1, #line do
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@ -82,12 +83,7 @@ local function createHeaders(line, rename, fieldsToKeep)
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headers[i] = line[i]
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end
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end
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if fieldsToKeep ~= nil then
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for i = 1, #fieldsToKeep do
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fieldsToKeep[fieldsToKeep[i]] = true
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end
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end
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return headers, 0, true, fieldsToKeep
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return headers, 0, true
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end
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-- main function used to parse
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@ -118,6 +114,9 @@ function ftcsv.parse(inputFile, delimiter, options)
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if options.fieldsToKeep ~= nil then
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assert(type(options.fieldsToKeep) == "table", "ftcsv only takes in a list (as a table) for the optional parameter 'fieldsToKeep'. You passed in '" .. tostring(options.fieldsToKeep) .. "' of type '" .. type(options.fieldsToKeep) .. "'.")
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ofieldsToKeep = options.fieldsToKeep
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if header == false then
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assert(next(rename) ~= nil, "ftcsv can only have fieldsToKeep for header-less files when they have been renamed. Please add the 'rename' option and try again.")
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end
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end
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if options.loadFromString ~= nil then
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assert(type(options.loadFromString) == "boolean", "ftcsv only takes a boolean value for optional parameter 'loadFromString'. You passed in '" .. tostring(options.loadFromString) .. "' of type '" .. type(options.loadFromString) .. "'.")
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@ -199,10 +198,32 @@ function ftcsv.parse(inputFile, delimiter, options)
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doubleQuoteEscape = createNewField(inputString, quote, fieldStart, i, outResults[lineNum], headerField[fieldNum], doubleQuoteEscape, fieldsToKeep)
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-- if we have headers then we gotta do something about it
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if header and lineNum == 1 and not headerSet then
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headerField, lineNum, headerSet, fieldsToKeep = createHeaders(outResults[lineNum], rename, ofieldsToKeep)
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if lineNum == 1 and not headerSet then
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if ofieldsToKeep ~= nil then
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fieldsToKeep = {}
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for i = 1, #ofieldsToKeep do
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fieldsToKeep[ofieldsToKeep[i]] = true
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end
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end
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if header then
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headerField, lineNum, headerSet = createHeaders(outResults[lineNum], rename)
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else
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-- files without headers, but with a rename need to be handled too!
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if #rename > 0 then
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for j = 1, math.max(#rename, #headerField) do
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headerField[j] = rename[j]
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-- this is an odd case of where there are certain fields to be kept
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if fieldsToKeep == nil or fieldsToKeep[rename[j]] then
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outResults[1][rename[j]] = outResults[1][j]
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end
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-- print("J", j)
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outResults[1][j] = nil
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end
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end
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end
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end
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-- incrememnt for new line
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lineNum = lineNum + 1
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outResults[lineNum] = {}
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fieldNum = 1
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@ -314,9 +335,9 @@ function ftcsv.encode(inputTable, delimiter, options)
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-- grab the headers from the options if they are there
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local headers = nil
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if options then
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if options.headers ~= nil then
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assert(type(options.headers) == "table", "ftcsv only takes in a list (as a table) for the optional parameter 'headers'. You passed in '" .. tostring(options.headers) .. "' of type '" .. type(options.headers) .. "'.")
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headers = options.headers
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if options.fieldsToKeep ~= nil then
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assert(type(options.fieldsToKeep) == "table", "ftcsv only takes in a list (as a table) for the optional parameter 'fieldsToKeep'. You passed in '" .. tostring(options.headers) .. "' of type '" .. type(options.headers) .. "'.")
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headers = options.fieldsToKeep
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end
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end
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if headers == nil then
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@ -102,8 +102,55 @@ describe("csv features", function()
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expected[2][1] = "diamond"
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expected[2][2] = "emerald"
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expected[2][3] = "pearl"
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local options = {loadFromString=true, header=false}
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local options = {loadFromString=true, headers=false}
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local actual = ftcsv.parse("apple>banana>carrot\ndiamond>emerald>pearl", ">", options)
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assert.are.same(expected, actual)
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end)
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it("should error out for fieldsToKeep if no headers and no renaming", function()
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local options = {loadFromString=true, headers=false, fieldsToKeep={1, 2}}
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assert.has.errors(function() ftcsv.parse("apple>banana>carrot\ndiamond>emerald>pearl", ">", options) end)
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end)
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it("should handle only renaming fields from files without headers", function()
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local expected = {}
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expected[1] = {}
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expected[1].a = "apple"
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expected[1].b = "banana"
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expected[1].c = "carrot"
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expected[2] = {}
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expected[2].a = "diamond"
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expected[2].b = "emerald"
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expected[2].c = "pearl"
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local options = {loadFromString=true, headers=false, rename={"a","b","c"}}
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local actual = ftcsv.parse("apple>banana>carrot\ndiamond>emerald>pearl", ">", options)
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assert.are.same(expected, actual)
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end)
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it("should handle only renaming fields from files without headers and only keeping a few fields", function()
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local expected = {}
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expected[1] = {}
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expected[1].a = "apple"
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expected[1].b = "banana"
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expected[2] = {}
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expected[2].a = "diamond"
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expected[2].b = "emerald"
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local options = {loadFromString=true, headers=false, rename={"a","b","c"}, fieldsToKeep={"a","b"}}
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local actual = ftcsv.parse("apple>banana>carrot\ndiamond>emerald>pearl", ">", options)
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assert.are.same(expected, actual)
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end)
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it("should handle if the number of renames doesn't equal the number of fields", function()
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local expected = {}
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expected[1] = {}
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expected[1].a = "apple"
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expected[1].b = "banana"
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expected[2] = {}
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expected[2].a = "diamond"
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expected[2].b = "emerald"
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local options = {loadFromString=true, headers=false, rename={"a","b"}, fieldsToKeep={"a","b"}}
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local actual = ftcsv.parse("apple>banana>carrot\ndiamond>emerald>pearl", ">", options)
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assert.are.same(expected, actual)
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end)
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end)
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