parsecsv.nim 11 KB

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  1. #
  2. #
  3. # Nim's Runtime Library
  4. # (c) Copyright 2009 Andreas Rumpf
  5. #
  6. # See the file "copying.txt", included in this
  7. # distribution, for details about the copyright.
  8. #
  9. ## This module implements a simple high performance `CSV`:idx:
  10. ## (`comma separated value`:idx:) parser.
  11. ##
  12. ## Basic usage
  13. ## ===========
  14. ##
  15. ## .. code-block:: nim
  16. ## import std/parsecsv
  17. ## from std/os import paramStr
  18. ## from std/streams import newFileStream
  19. ##
  20. ## var s = newFileStream(paramStr(1), fmRead)
  21. ## if s == nil:
  22. ## quit("cannot open the file" & paramStr(1))
  23. ##
  24. ## var x: CsvParser
  25. ## open(x, s, paramStr(1))
  26. ## while readRow(x):
  27. ## echo "new row: "
  28. ## for val in items(x.row):
  29. ## echo "##", val, "##"
  30. ## close(x)
  31. ##
  32. ## For CSV files with a header row, the header can be read and then used as a
  33. ## reference for item access with `rowEntry <#rowEntry,CsvParser,string>`_:
  34. ##
  35. ## .. code-block:: nim
  36. ## import std/parsecsv
  37. ##
  38. ## # Prepare a file
  39. ## let content = """One,Two,Three,Four
  40. ## 1,2,3,4
  41. ## 10,20,30,40
  42. ## 100,200,300,400
  43. ## """
  44. ## writeFile("temp.csv", content)
  45. ##
  46. ## var p: CsvParser
  47. ## p.open("temp.csv")
  48. ## p.readHeaderRow()
  49. ## while p.readRow():
  50. ## echo "new row: "
  51. ## for col in items(p.headers):
  52. ## echo "##", col, ":", p.rowEntry(col), "##"
  53. ## p.close()
  54. ##
  55. ## See also
  56. ## ========
  57. ##
  58. ## * `streams module <streams.html>`_ for using
  59. ## `open proc <#open,CsvParser,Stream,string,char,char,char>`_
  60. ## and other stream processing (like `close proc <streams.html#close,Stream>`_)
  61. ## * `parseopt module <parseopt.html>`_ for a command line parser
  62. ## * `parsecfg module <parsecfg.html>`_ for a configuration file parser
  63. ## * `parsexml module <parsexml.html>`_ for a XML / HTML parser
  64. ## * `parsesql module <parsesql.html>`_ for a SQL parser
  65. ## * `other parsers <lib.html#pure-libraries-parsers>`_ for other parsers
  66. import lexbase, streams
  67. type
  68. CsvRow* = seq[string] ## A row in a CSV file.
  69. CsvParser* = object of BaseLexer ## The parser object.
  70. ##
  71. ## It consists of two public fields:
  72. ## * `row` is the current row
  73. ## * `headers` are the columns that are defined in the csv file
  74. ## (read using `readHeaderRow <#readHeaderRow,CsvParser>`_).
  75. ## Used with `rowEntry <#rowEntry,CsvParser,string>`_).
  76. row*: CsvRow
  77. filename: string
  78. sep, quote, esc: char
  79. skipWhite: bool
  80. currRow: int
  81. headers*: seq[string]
  82. CsvError* = object of IOError ## An exception that is raised if
  83. ## a parsing error occurs.
  84. proc raiseEInvalidCsv(filename: string, line, col: int,
  85. msg: string) {.noreturn.} =
  86. var e: ref CsvError
  87. new(e)
  88. if filename.len == 0:
  89. e.msg = "Error: " & msg
  90. else:
  91. e.msg = filename & "(" & $line & ", " & $col & ") Error: " & msg
  92. raise e
  93. proc error(self: CsvParser, pos: int, msg: string) =
  94. raiseEInvalidCsv(self.filename, self.lineNumber, getColNumber(self, pos), msg)
  95. proc open*(self: var CsvParser, input: Stream, filename: string,
  96. separator = ',', quote = '"', escape = '\0',
  97. skipInitialSpace = false) =
  98. ## Initializes the parser with an input stream. `Filename` is only used
  99. ## for nice error messages. The parser's behaviour can be controlled by
  100. ## the diverse optional parameters:
  101. ## - `separator`: character used to separate fields
  102. ## - `quote`: Used to quote fields containing special characters like
  103. ## `separator`, `quote` or new-line characters. '\\0' disables the parsing
  104. ## of quotes.
  105. ## - `escape`: removes any special meaning from the following character;
  106. ## '\\0' disables escaping; if escaping is disabled and `quote` is not '\\0',
  107. ## two `quote` characters are parsed one literal `quote` character.
  108. ## - `skipInitialSpace`: If true, whitespace immediately following the
  109. ## `separator` is ignored.
  110. ##
  111. ## See also:
  112. ## * `open proc <#open,CsvParser,string,char,char,char>`_ which creates the
  113. ## file stream for you
  114. runnableExamples:
  115. import std/streams
  116. var strm = newStringStream("One,Two,Three\n1,2,3\n10,20,30")
  117. var parser: CsvParser
  118. parser.open(strm, "tmp.csv")
  119. parser.close()
  120. strm.close()
  121. lexbase.open(self, input)
  122. self.filename = filename
  123. self.sep = separator
  124. self.quote = quote
  125. self.esc = escape
  126. self.skipWhite = skipInitialSpace
  127. proc open*(self: var CsvParser, filename: string,
  128. separator = ',', quote = '"', escape = '\0',
  129. skipInitialSpace = false) =
  130. ## Similar to the `other open proc<#open,CsvParser,Stream,string,char,char,char>`_,
  131. ## but creates the file stream for you.
  132. runnableExamples:
  133. from std/os import removeFile
  134. writeFile("tmp.csv", "One,Two,Three\n1,2,3\n10,20,300")
  135. var parser: CsvParser
  136. parser.open("tmp.csv")
  137. parser.close()
  138. removeFile("tmp.csv")
  139. var s = newFileStream(filename, fmRead)
  140. if s == nil: self.error(0, "cannot open: " & filename)
  141. open(self, s, filename, separator,
  142. quote, escape, skipInitialSpace)
  143. proc parseField(self: var CsvParser, a: var string) =
  144. var pos = self.bufpos
  145. if self.skipWhite:
  146. while self.buf[pos] in {' ', '\t'}: inc(pos)
  147. setLen(a, 0) # reuse memory
  148. if self.buf[pos] == self.quote and self.quote != '\0':
  149. inc(pos)
  150. while true:
  151. let c = self.buf[pos]
  152. if c == '\0':
  153. self.bufpos = pos # can continue after exception?
  154. error(self, pos, self.quote & " expected")
  155. break
  156. elif c == self.quote:
  157. if self.esc == '\0' and self.buf[pos + 1] == self.quote:
  158. add(a, self.quote)
  159. inc(pos, 2)
  160. else:
  161. inc(pos)
  162. break
  163. elif c == self.esc:
  164. add(a, self.buf[pos + 1])
  165. inc(pos, 2)
  166. else:
  167. case c
  168. of '\c':
  169. pos = handleCR(self, pos)
  170. add(a, "\n")
  171. of '\l':
  172. pos = handleLF(self, pos)
  173. add(a, "\n")
  174. else:
  175. add(a, c)
  176. inc(pos)
  177. else:
  178. while true:
  179. let c = self.buf[pos]
  180. if c == self.sep: break
  181. if c in {'\c', '\l', '\0'}: break
  182. add(a, c)
  183. inc(pos)
  184. self.bufpos = pos
  185. proc processedRows*(self: var CsvParser): int {.inline.} =
  186. ## Returns number of the processed rows.
  187. ##
  188. ## But even if `readRow <#readRow,CsvParser,int>`_ arrived at EOF then
  189. ## processed rows counter is incremented.
  190. runnableExamples:
  191. import std/streams
  192. var strm = newStringStream("One,Two,Three\n1,2,3")
  193. var parser: CsvParser
  194. parser.open(strm, "tmp.csv")
  195. doAssert parser.readRow()
  196. doAssert parser.processedRows() == 1
  197. doAssert parser.readRow()
  198. doAssert parser.processedRows() == 2
  199. ## Even if `readRow` arrived at EOF then `processedRows` is incremented.
  200. doAssert parser.readRow() == false
  201. doAssert parser.processedRows() == 3
  202. doAssert parser.readRow() == false
  203. doAssert parser.processedRows() == 4
  204. parser.close()
  205. strm.close()
  206. self.currRow
  207. proc readRow*(self: var CsvParser, columns = 0): bool =
  208. ## Reads the next row; if `columns` > 0, it expects the row to have
  209. ## exactly this many columns. Returns false if the end of the file
  210. ## has been encountered else true.
  211. ##
  212. ## Blank lines are skipped.
  213. runnableExamples:
  214. import std/streams
  215. var strm = newStringStream("One,Two,Three\n1,2,3\n\n10,20,30")
  216. var parser: CsvParser
  217. parser.open(strm, "tmp.csv")
  218. doAssert parser.readRow()
  219. doAssert parser.row == @["One", "Two", "Three"]
  220. doAssert parser.readRow()
  221. doAssert parser.row == @["1", "2", "3"]
  222. ## Blank lines are skipped.
  223. doAssert parser.readRow()
  224. doAssert parser.row == @["10", "20", "30"]
  225. var emptySeq: seq[string]
  226. doAssert parser.readRow() == false
  227. doAssert parser.row == emptySeq
  228. doAssert parser.readRow() == false
  229. doAssert parser.row == emptySeq
  230. parser.close()
  231. strm.close()
  232. var col = 0 # current column
  233. let oldpos = self.bufpos
  234. # skip initial empty lines #8365
  235. while true:
  236. case self.buf[self.bufpos]
  237. of '\c': self.bufpos = handleCR(self, self.bufpos)
  238. of '\l': self.bufpos = handleLF(self, self.bufpos)
  239. else: break
  240. while self.buf[self.bufpos] != '\0':
  241. let oldlen = self.row.len
  242. if oldlen < col + 1:
  243. setLen(self.row, col + 1)
  244. self.row[col] = ""
  245. parseField(self, self.row[col])
  246. inc(col)
  247. if self.buf[self.bufpos] == self.sep:
  248. inc(self.bufpos)
  249. else:
  250. case self.buf[self.bufpos]
  251. of '\c', '\l':
  252. # skip empty lines:
  253. while true:
  254. case self.buf[self.bufpos]
  255. of '\c': self.bufpos = handleCR(self, self.bufpos)
  256. of '\l': self.bufpos = handleLF(self, self.bufpos)
  257. else: break
  258. of '\0': discard
  259. else: error(self, self.bufpos, self.sep & " expected")
  260. break
  261. setLen(self.row, col)
  262. result = col > 0
  263. if result and col != columns and columns > 0:
  264. error(self, oldpos + 1, $columns & " columns expected, but found " &
  265. $col & " columns")
  266. inc(self.currRow)
  267. proc close*(self: var CsvParser) {.inline.} =
  268. ## Closes the parser `self` and its associated input stream.
  269. lexbase.close(self)
  270. proc readHeaderRow*(self: var CsvParser) =
  271. ## Reads the first row and creates a look-up table for column numbers
  272. ## See also:
  273. ## * `rowEntry proc <#rowEntry,CsvParser,string>`_
  274. runnableExamples:
  275. import std/streams
  276. var strm = newStringStream("One,Two,Three\n1,2,3")
  277. var parser: CsvParser
  278. parser.open(strm, "tmp.csv")
  279. parser.readHeaderRow()
  280. doAssert parser.headers == @["One", "Two", "Three"]
  281. doAssert parser.row == @["One", "Two", "Three"]
  282. doAssert parser.readRow()
  283. doAssert parser.headers == @["One", "Two", "Three"]
  284. doAssert parser.row == @["1", "2", "3"]
  285. parser.close()
  286. strm.close()
  287. let present = self.readRow()
  288. if present:
  289. self.headers = self.row
  290. proc rowEntry*(self: var CsvParser, entry: string): var string =
  291. ## Accesses a specified `entry` from the current row.
  292. ##
  293. ## Assumes that `readHeaderRow <#readHeaderRow,CsvParser>`_ has already been
  294. ## called.
  295. ##
  296. ## If specified `entry` does not exist, raises KeyError.
  297. runnableExamples:
  298. import std/streams
  299. var strm = newStringStream("One,Two,Three\n1,2,3\n\n10,20,30")
  300. var parser: CsvParser
  301. parser.open(strm, "tmp.csv")
  302. ## Requires calling `readHeaderRow`.
  303. parser.readHeaderRow()
  304. doAssert parser.readRow()
  305. doAssert parser.rowEntry("One") == "1"
  306. doAssert parser.rowEntry("Two") == "2"
  307. doAssert parser.rowEntry("Three") == "3"
  308. doAssertRaises(KeyError):
  309. discard parser.rowEntry("NonexistentEntry")
  310. parser.close()
  311. strm.close()
  312. let index = self.headers.find(entry)
  313. if index >= 0:
  314. result = self.row[index]
  315. else:
  316. raise newException(KeyError, "Entry `" & entry & "` doesn't exist")
  317. when not defined(testing) and isMainModule:
  318. import os
  319. var s = newFileStream(paramStr(1), fmRead)
  320. if s == nil: quit("cannot open the file" & paramStr(1))
  321. var x: CsvParser
  322. open(x, s, paramStr(1))
  323. while readRow(x):
  324. echo "new row: "
  325. for val in items(x.row):
  326. echo "##", val, "##"
  327. close(x)