src/litestorepkg/lib/utils.nim
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 |
import x_sqlite3, x_db_sqlite, asynchttpserver, json, strutils, pegs, asyncdispatch, math, sequtils, strtabs import types, queries, contenttypes, logger proc setOrigin*(LS: LiteStore, req: LSRequest, headers: var HttpHeaders) = var host = "" var port = "" var protocol = "http" if req.url.hostname != "" and req.url.port != "": host = req.url.hostname port = req.url.port elif req.headers.hasKey("origin"): let parts = req.headers["origin"].split("://") protocol = parts[0] let server = parts[1].split(":") if (parts.len >= 2): host = server[0] port = server[1] else: host = server[0] port = "80" else: headers["Access-Control-Allow-Origin"] = "*" return headers["Vary"] = "Origin" headers["Access-Control-Allow-Origin"] = "$1://$2:$3" % [protocol, host, port] proc isFolder*(id: string): bool = return (id.len == 0 or id.len > 0 and id[id.len-1] == '/') proc dbQuote*(s: string): string = result = "'" for c in items(s): if c == '\'': add(result, "''") else: add(result, c) add(result, '\'') proc selectDocumentsByTags(tags: string, doc_id_col = "id"): string = var select_tagged = "SELECT document_id FROM tags WHERE tag_id = '" result = "" for tag in tags.split(','): if not tag.match(PEG_TAG): raise newException(EInvalidTag, "Invalid Tag '$1'" % tag) result = result & "AND " & doc_id_col & " IN (" & select_tagged & tag & "') " proc prepareSelectDocumentsQuery*(options: var QueryOptions): string = var tables = options.tables result = "SELECT " if options.jsonFilter.len > 0 or options.jsonSelect.len > 0: if options.tags.len == 0: options.tags = "$subtype:json" elif not options.tags.contains("$subtype:json"): options.tags = options.tags.split(",").concat(@["$subtype:json"]).join(",") if options.search.len > 0: if options.select[0] != "COUNT(docid)": let rank = "rank(matchinfo(searchdata, 'pcxnal'), 1.20, 0.75, 5.0, 0.5) AS rank" let snippet = "snippet(searchdata, \"<strong>\", \"</strong>\", \"<strong>…</strong>\", -1, 30) as highlight" options.select.add(snippet) options.select.add("ranktable.rank AS rank") options.orderby = "rank DESC" # Create inner select var innerSelect = "SELECT docid, " & rank & " FROM searchdata WHERE searchdata MATCH '" & options.search.replace("'", "''") & "' " if options.tags.len > 0: innerSelect = innerSelect & options.tags.selectDocumentsByTags() innerSelect = innerSelect & " ORDER BY rank DESC " if options.limit > 0: innerSelect = innerSelect & "LIMIT " & $options.limit if options.offset > 0: innerSelect = innerSelect & " OFFSET " & $options.offset tables = options.tables & @["documents"] result = result & options.select.join(", ") result = result & " FROM " & tables.join(", ") & " JOIN (" & innerSelect & ") as ranktable USING(docid) JOIN searchdata USING(docid) " result = result & "WHERE 1=1 " else: tables = options.tables & @["searchdata"] result = result & options.select.join(", ") result = result & " FROM "&tables.join(", ")&" " result = result & "WHERE 1=1 " options.orderby = "" else: tables = options.tables & @["documents"] result = result & options.select.join(", ") result = result & " FROM "&tables.join(", ")&" WHERE 1=1 " if options.single: result = result & "AND id = ?" var doc_id_col: string if options.tags.len > 0 or options.folder.len > 0: if options.jsonFilter.len > 0 or (options.search.len > 0 and options.select[0] != "COUNT(docid)"): doc_id_col = "documents.id" else: doc_id_col = "id" if options.createdAfter != "": result = result & "AND created > \"" & $options.createdAfter & "\" " if options.createdBefore != "": result = result & "AND created < \"" & $options.createdBefore & "\" " if options.modifiedAfter != "": result = result & "AND modified > \"" & $options.modifiedAfter & "\" " if options.modifiedBefore != "": result = result & "AND modified < \"" & $options.modifiedBefore & "\" " if options.folder.len > 0: result = result & "AND " & doc_id_col & " BETWEEN ? and ? " if options.tags.len > 0: result = result & options.tags.selectDocumentsByTags(doc_id_col) if options.jsonFilter.len > 0: result = result & "AND " & options.jsonFilter if options.search.len > 0: result = result & "AND searchdata MATCH '" & options.search.replace("'", "''") & "' " if options.orderby.len > 0 and options.select[0] != "COUNT(docid)": result = result & "ORDER BY " & options.orderby & " " if options.limit > 0 and options.search.len == 0: # If searching, do not add limit to the outer select, it's already in the nested select (ranktable) result = result & "LIMIT " & $options.limit & " " if options.offset > 0: result = result & "OFFSET " & $options.offset & " " LOG.debug(result.replace("$", "$$")) proc prepareSelectTagsQuery*(options: QueryOptions): string = var group = true if options.select.len > 0 and options.select[0] == "COUNT(tag_id)": result = "SELECT COUNT(DISTINCT tag_id) " result = result & "FROM tags " group = false else: result = "SELECT tag_id, COUNT(document_id) " result = result & "FROM tags " if options.single: result = result & "WHERE tag_id = ?" elif options.like.len > 0: if options.like[options.like.len-1] == '*': result = result & "WHERE tag_id BETWEEN ? AND ? " else: result = result & "WHERE tag_id LIKE ? " if group: result = result & "GROUP BY tag_id " if options.limit > 0: result = result & "LIMIT " & $options.limit & " " if options.offset > 0: result = result & "OFFSET " & $options.offset & " " LOG.debug(result.replace("$", "$$")) proc prepareJsonDocument*(store:Datastore, doc: Row, options: QueryOptions): JsonNode = var raw_tags = store.db.getAllRows(SQL_SELECT_DOCUMENT_TAGS, doc[0]) var tags = newSeq[JsonNode](0) for tag in raw_tags: tags.add(%($(tag[0]))) if doc.len == 1: # COUNT(id) return %(doc[0].parseInt) result = newJObject() var count = 0 var jsondoc = false for s in options.select: var key = s count.inc var rawvalue = doc[count-1] var value:JsonNode if s.contains(" "): # documents.id AS id... let chunks = s.split(" ") key = chunks[chunks.len-1] case key: of "searchable", "binary": continue of "content_type": if rawvalue == "application/json": jsondoc = true continue else: discard if rawvalue == "": value = newJNull() else: value = %doc[count-1] result[key] = value if jsondoc: result["data"] = result["data"].getStr().parseJson() if options.jsonSelect.len > 0: var obj = newJObject() for field in options.jsonSelect: let keys = field.path.replace("$.", "").split(".") let res = result["data"]{keys} if res.isNil: obj[field.alias] = newJNull() else: obj[field.alias] = %res result["data"] = obj result["tags"] = %tags proc toPlainText*(s: string): string = var str: string var json: JsonNode var tags = peg"""'<' [^>]+ '>'""" var special_chars = peg"""\*\*+ / \_\_+ / \-\-+ / \#\#+ / \+\++ / \~\~+ / \`\`+ """ try: json = s.parseJson() except: discard if not json.isNil: if json.kind == JObject: # Only process string values str = toSeq(json.pairs).filterIt(it.val.kind == JString).mapIt(it.val.getStr).join(" ") elif json.kind == JArray: # Only process string values str = toSeq(json.items).filterIt(it.kind == JString).mapIt(it.getStr).join(" ") else: str = s else: str = s return str.replace(tags).replace(special_chars) proc checkIfBinary*(binary:int, contenttype:string): int = if binary == -1 and contenttype.isBinary: return 1 else: return binary proc addDocumentSystemTags*(store: Datastore, docid, contenttype: string) = var splittype = contenttype.split("/") var tags = newSeq[string](0) tags.add "$type:"&splittype[0] tags.add "$subtype:"&splittype[1] var binary = checkIfBinary(-1, contenttype) if binary == 1: tags.add "$format:binary" else: tags.add "$format:text" for tag in tags: store.db.exec(SQL_INSERT_TAG, tag, docid) proc destroyDocumentSystemTags*(store: Datastore, docid: string) = discard store.db.execAffectedRows(SQL_DELETE_DOCUMENT_SYSTEM_TAGS, docid) proc fail*(code: int, msg: string) = LOG.error(msg) quit(code) proc ctHeader*(ct: string): HttpHeaders = var h = newHttpHeaders(TAB_HEADERS) h["Content-Type"] = ct return h proc ctJsonHeader*(): HttpHeaders = return ctHeader("application/json") proc resError*(code: HttpCode, message: string, trace = ""): LSResponse = LOG.warn(message.replace("$", "$$")) if trace.len > 0: LOG.debug(trace.replace("$", "$$")) result.code = code result.content = """{"error":"$1"}""" % message result.headers = ctJsonHeader() proc resDocumentNotFound*(id: string): LSResponse = resError(Http404, "Document '$1' not found." % id) proc resTagNotFound*(id: string): LSResponse = resError(Http404, "Tag '$1' not found." % id) proc eWarn*() = var e = getCurrentException() LOG.warn(e.msg) LOG.debug(getStackTrace(e)) proc validate*(req: Request, LS: LiteStore, resource: string, id: string, cb: proc(req: Request, LS: LiteStore, resource: string, id: string):LSResponse): LSResponse = if req.reqMethod == HttpPost or req.reqMethod == HttpPut or req.reqMethod == HttpPatch: var ct = "" let body = req.body.strip if body == "": return resError(Http400, "Bad Request: No content specified for document.") if req.headers.hasKey("Content-Type"): ct = req.headers["Content-Type"] case ct: of "application/json": try: discard body.parseJson() except: return resError(Http400, "Invalid JSON content - $1" % getCurrentExceptionMsg()) else: discard return cb(req, LS, resource, id) # Created by Joshua Wilson on 27/05/14. # Copyright (c) 2014 Joshua Wilson. All rights reserved. # https://github.com/neozenith/sqlite-okapi-bm25 # # This is an extension to the work of "Radford 'rads' Smith" # found at: https://github.com/rads/sqlite-okapi-bm25 # which is covered by the MIT License # http://opensource.org/licenses/MIT # the following code shall also be covered by the same MIT License proc okapi_bm25f_kb*(pCtx: Pcontext, nVal: int32, apVal: PValueArg) {.cdecl.} = var matchinfo = cast[ptr uarray[int32]](value_blob(apVal[0])) # Setting the default values and ignoring argument based inputs so the extra # arguments can be the column weights instead. if nVal < 2: pCtx.result_error("wrong number of arguments to function okapi_bm25_kb(), expected k1 parameter", -1) if nVal < 3: pCtx.result_error("wrong number of arguments to function okapi_bm25_kb(), expected b parameter", -1); let K1 = value_double(apVal[1]) # 1.2 let B = value_double(apVal[2]) # 0.75 # For a good explanation fo the maths and how to choose these variables # http://stackoverflow.com/a/23161886/622276 # NOTE: the rearranged order of parameters to match the order presented on # SQLite3 FTS3 documentation 'pcxnals' (http://www.sqlite.org/fts3.html#matchinfo) let P_OFFSET = 0 let C_OFFSET = 1 let X_OFFSET = 2 let termCount = matchinfo[P_OFFSET].int32 let colCount = matchinfo[C_OFFSET].int32 let N_OFFSET = X_OFFSET + 3*termCount*colCount let A_OFFSET = N_OFFSET + 1 let L_OFFSET = A_OFFSET + colCount let totalDocs = matchinfo[N_OFFSET].float var avgLength:float = 0.0 var docLength:float = 0.0 for col in 0..colCount-1: avgLength = avgLength + matchinfo[A_OFFSET + col].float docLength = docLength + matchinfo[L_OFFSET + col].float var epsilon = 1.0 / (totalDocs*avgLength) var sum = 0.0; for i in 0..termCount-1: for col in 0..colCount-1: let currentX = X_OFFSET + (3 * col * (i + 1)) let termFrequency = matchinfo[currentX].float let docsWithTerm = matchinfo[currentX + 2].float var idf: float = ln((totalDocs - docsWithTerm + 0.5) / (docsWithTerm + 0.5)) # "...terms appearing in more than half of the corpus will provide negative contributions to the final document score." # http://en.wikipedia.org/wiki/Okapi_BM25 idf = if idf < 0: epsilon else: idf var rightSide: float = (termFrequency * (K1 + 1)) / (termFrequency + (K1 * (1 - B + (B * (docLength / avgLength))))) rightSide = rightSide+1.0 # To comply with BM25+ that solves a lower bounding issue where large documents that match are unfairly scored as # having similar relevancy as short documents that do not contain as many terms # Yuanhua Lv and ChengXiang Zhai. 'Lower-bounding term frequency normalization.' In Proceedings of CIKM'2011, pages 7-16. # http://sifaka.cs.uiuc.edu/~ylv2/pub/cikm11-lowerbound.pdf let weight:float = if nVal > col+3: value_double(apVal[col+3]) else: 1.0 sum = sum + (idf * rightSide) * weight pCtx.result_double(sum) |