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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619
|
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
module Avro
module IO
# Raised when datum is not an example of schema
class AvroTypeError < AvroError
def initialize(expected_schema, datum)
super("The datum #{datum.inspect} is not an example of schema #{expected_schema}")
end
end
# Raised when writer's and reader's schema do not match
class SchemaMatchException < AvroError
def initialize(writers_schema, readers_schema)
super("Writer's schema #{writers_schema} and Reader's schema " +
"#{readers_schema} do not match.")
end
end
# FIXME(jmhodges) move validate to this module?
class BinaryDecoder
# Read leaf values
# reader is an object on which we can call read, seek and tell.
attr_reader :reader
def initialize(reader)
@reader = reader
end
def byte!
@reader.read(1).unpack('C').first
end
def read_null
# null is written as zero byte's
nil
end
def read_boolean
byte! == 1
end
def read_int; read_long; end
def read_long
# int and long values are written using variable-length,
# zig-zag coding.
b = byte!
n = b & 0x7F
shift = 7
while (b & 0x80) != 0
b = byte!
n |= (b & 0x7F) << shift
shift += 7
end
(n >> 1) ^ -(n & 1)
end
def read_float
# A float is written as 4 bytes.
# The float is converted into a 32-bit integer using a method
# equivalent to Java's floatToIntBits and then encoded in
# little-endian format.
@reader.read(4).unpack('e')[0]
end
def read_double
# A double is written as 8 bytes.
# The double is converted into a 64-bit integer using a method
# equivalent to Java's doubleToLongBits and then encoded in
# little-endian format.
@reader.read(8).unpack('E')[0]
end
def read_bytes
# Bytes are encoded as a long followed by that many bytes of
# data.
read(read_long)
end
def read_string
# A string is encoded as a long followed by that many bytes of
# UTF-8 encoded character data.
read_bytes.tap do |string|
string.force_encoding("UTF-8") if string.respond_to? :force_encoding
end
end
def read(len)
# Read n bytes
@reader.read(len)
end
def skip_null
nil
end
def skip_boolean
skip(1)
end
def skip_int
skip_long
end
def skip_long
b = byte!
while (b & 0x80) != 0
b = byte!
end
end
def skip_float
skip(4)
end
def skip_double
skip(8)
end
def skip_bytes
skip(read_long)
end
def skip_string
skip_bytes
end
def skip(n)
reader.seek(reader.tell() + n)
end
end
# Write leaf values
class BinaryEncoder
attr_reader :writer
def initialize(writer)
@writer = writer
end
# null is written as zero bytes
def write_null(datum)
nil
end
# a boolean is written as a single byte
# whose value is either 0 (false) or 1 (true).
def write_boolean(datum)
on_disk = datum ? 1.chr : 0.chr
writer.write(on_disk)
end
# int and long values are written using variable-length,
# zig-zag coding.
def write_int(n)
write_long(n)
end
# int and long values are written using variable-length,
# zig-zag coding.
def write_long(n)
foo = n
n = (n << 1) ^ (n >> 63)
while (n & ~0x7F) != 0
@writer.write(((n & 0x7f) | 0x80).chr)
n >>= 7
end
@writer.write(n.chr)
end
# A float is written as 4 bytes.
# The float is converted into a 32-bit integer using a method
# equivalent to Java's floatToIntBits and then encoded in
# little-endian format.
def write_float(datum)
@writer.write([datum].pack('e'))
end
# A double is written as 8 bytes.
# The double is converted into a 64-bit integer using a method
# equivalent to Java's doubleToLongBits and then encoded in
# little-endian format.
def write_double(datum)
@writer.write([datum].pack('E'))
end
# Bytes are encoded as a long followed by that many bytes of data.
def write_bytes(datum)
write_long(datum.bytesize)
@writer.write(datum)
end
# A string is encoded as a long followed by that many bytes of
# UTF-8 encoded character data
def write_string(datum)
datum = datum.encode('utf-8') if datum.respond_to? :encode
write_bytes(datum)
end
# Write an arbritary datum.
def write(datum)
writer.write(datum)
end
end
class DatumReader
def self.match_schemas(writers_schema, readers_schema)
w_type = writers_schema.type_sym
r_type = readers_schema.type_sym
# This conditional is begging for some OO love.
if w_type == :union || r_type == :union
return true
end
if w_type == r_type
return true if Schema::PRIMITIVE_TYPES_SYM.include?(r_type)
case r_type
when :record
return writers_schema.fullname == readers_schema.fullname
when :error
return writers_schema.fullname == readers_schema.fullname
when :request
return true
when :fixed
return writers_schema.fullname == readers_schema.fullname &&
writers_schema.size == readers_schema.size
when :enum
return writers_schema.fullname == readers_schema.fullname
when :map
return writers_schema.values.type == readers_schema.values.type
when :array
return writers_schema.items.type == readers_schema.items.type
end
end
# Handle schema promotion
if w_type == :int && [:long, :float, :double].include?(r_type)
return true
elsif w_type == :long && [:float, :double].include?(r_type)
return true
elsif w_type == :float && r_type == :double
return true
end
return false
end
attr_accessor :writers_schema, :readers_schema
def initialize(writers_schema=nil, readers_schema=nil)
@writers_schema = writers_schema
@readers_schema = readers_schema
end
def read(decoder)
self.readers_schema = writers_schema unless readers_schema
read_data(writers_schema, readers_schema, decoder)
end
def read_data(writers_schema, readers_schema, decoder)
# schema matching
unless self.class.match_schemas(writers_schema, readers_schema)
raise SchemaMatchException.new(writers_schema, readers_schema)
end
# schema resolution: reader's schema is a union, writer's
# schema is not
if writers_schema.type_sym != :union && readers_schema.type_sym == :union
rs = readers_schema.schemas.find{|s|
self.class.match_schemas(writers_schema, s)
}
return read_data(writers_schema, rs, decoder) if rs
raise SchemaMatchException.new(writers_schema, readers_schema)
end
# function dispatch for reading data based on type of writer's
# schema
case writers_schema.type_sym
when :null; decoder.read_null
when :boolean; decoder.read_boolean
when :string; decoder.read_string
when :int; decoder.read_int
when :long; decoder.read_long
when :float; decoder.read_float
when :double; decoder.read_double
when :bytes; decoder.read_bytes
when :fixed; read_fixed(writers_schema, readers_schema, decoder)
when :enum; read_enum(writers_schema, readers_schema, decoder)
when :array; read_array(writers_schema, readers_schema, decoder)
when :map; read_map(writers_schema, readers_schema, decoder)
when :union; read_union(writers_schema, readers_schema, decoder)
when :record, :error, :request; read_record(writers_schema, readers_schema, decoder)
else
raise AvroError, "Cannot read unknown schema type: #{writers_schema.type}"
end
end
def read_fixed(writers_schema, readers_schema, decoder)
decoder.read(writers_schema.size)
end
def read_enum(writers_schema, readers_schema, decoder)
index_of_symbol = decoder.read_int
read_symbol = writers_schema.symbols[index_of_symbol]
# TODO(jmhodges): figure out what unset means for resolution
# schema resolution
unless readers_schema.symbols.include?(read_symbol)
# 'unset' here
end
read_symbol
end
def read_array(writers_schema, readers_schema, decoder)
read_items = []
block_count = decoder.read_long
while block_count != 0
if block_count < 0
block_count = -block_count
block_size = decoder.read_long
end
block_count.times do
read_items << read_data(writers_schema.items,
readers_schema.items,
decoder)
end
block_count = decoder.read_long
end
read_items
end
def read_map(writers_schema, readers_schema, decoder)
read_items = {}
block_count = decoder.read_long
while block_count != 0
if block_count < 0
block_count = -block_count
block_size = decoder.read_long
end
block_count.times do
key = decoder.read_string
read_items[key] = read_data(writers_schema.values,
readers_schema.values,
decoder)
end
block_count = decoder.read_long
end
read_items
end
def read_union(writers_schema, readers_schema, decoder)
index_of_schema = decoder.read_long
selected_writers_schema = writers_schema.schemas[index_of_schema]
read_data(selected_writers_schema, readers_schema, decoder)
end
def read_record(writers_schema, readers_schema, decoder)
readers_fields_hash = readers_schema.fields_hash
read_record = {}
writers_schema.fields.each do |field|
if readers_field = readers_fields_hash[field.name]
field_val = read_data(field.type, readers_field.type, decoder)
read_record[field.name] = field_val
else
skip_data(field.type, decoder)
end
end
# fill in the default values
if readers_fields_hash.size > read_record.size
writers_fields_hash = writers_schema.fields_hash
readers_fields_hash.each do |field_name, field|
unless writers_fields_hash.has_key? field_name
if !field.default.nil?
field_val = read_default_value(field.type, field.default)
read_record[field.name] = field_val
else
# FIXME(jmhodges) another 'unset' here
end
end
end
end
read_record
end
def read_default_value(field_schema, default_value)
if default_value == :no_default
raise AvroError, "Missing data for #{field_schema} with no default"
end
# Basically a JSON Decoder?
case field_schema.type_sym
when :null
return nil
when :boolean
return default_value
when :int, :long
return Integer(default_value)
when :float, :double
return Float(default_value)
when :enum, :fixed, :string, :bytes
return default_value
when :array
read_array = []
default_value.each do |json_val|
item_val = read_default_value(field_schema.items, json_val)
read_array << item_val
end
return read_array
when :map
read_map = {}
default_value.each do |key, json_val|
map_val = read_default_value(field_schema.values, json_val)
read_map[key] = map_val
end
return read_map
when :union
return read_default_value(field_schema.schemas[0], default_value)
when :record, :error
read_record = {}
field_schema.fields.each do |field|
json_val = default_value[field.name]
json_val = field.default unless json_val
field_val = read_default_value(field.type, json_val)
read_record[field.name] = field_val
end
return read_record
else
fail_msg = "Unknown type: #{field_schema.type}"
raise AvroError, fail_msg
end
end
def skip_data(writers_schema, decoder)
case writers_schema.type_sym
when :null
decoder.skip_null
when :boolean
decoder.skip_boolean
when :string
decoder.skip_string
when :int
decoder.skip_int
when :long
decoder.skip_long
when :float
decoder.skip_float
when :double
decoder.skip_double
when :bytes
decoder.skip_bytes
when :fixed
skip_fixed(writers_schema, decoder)
when :enum
skip_enum(writers_schema, decoder)
when :array
skip_array(writers_schema, decoder)
when :map
skip_map(writers_schema, decoder)
when :union
skip_union(writers_schema, decoder)
when :record, :error, :request
skip_record(writers_schema, decoder)
else
raise AvroError, "Unknown schema type: #{writers_schema.type}"
end
end
def skip_fixed(writers_schema, decoder)
decoder.skip(writers_schema.size)
end
def skip_enum(writers_schema, decoder)
decoder.skip_int
end
def skip_union(writers_schema, decoder)
index = decoder.read_long
skip_data(writers_schema.schemas[index], decoder)
end
def skip_array(writers_schema, decoder)
skip_blocks(decoder) { skip_data(writers_schema.items, decoder) }
end
def skip_map(writers_schema, decoder)
skip_blocks(decoder) {
decoder.skip_string
skip_data(writers_schema.values, decoder)
}
end
def skip_record(writers_schema, decoder)
writers_schema.fields.each{|f| skip_data(f.type, decoder) }
end
private
def skip_blocks(decoder, &blk)
block_count = decoder.read_long
while block_count != 0
if block_count < 0
decoder.skip(decoder.read_long)
else
block_count.times &blk
end
block_count = decoder.read_long
end
end
end # DatumReader
# DatumWriter for generic ruby objects
class DatumWriter
attr_accessor :writers_schema
def initialize(writers_schema=nil)
@writers_schema = writers_schema
end
def write(datum, encoder)
write_data(writers_schema, datum, encoder)
end
def write_data(writers_schema, datum, encoder)
unless Schema.validate(writers_schema, datum)
raise AvroTypeError.new(writers_schema, datum)
end
# function dispatch to write datum
case writers_schema.type_sym
when :null; encoder.write_null(datum)
when :boolean; encoder.write_boolean(datum)
when :string; encoder.write_string(datum)
when :int; encoder.write_int(datum)
when :long; encoder.write_long(datum)
when :float; encoder.write_float(datum)
when :double; encoder.write_double(datum)
when :bytes; encoder.write_bytes(datum)
when :fixed; write_fixed(writers_schema, datum, encoder)
when :enum; write_enum(writers_schema, datum, encoder)
when :array; write_array(writers_schema, datum, encoder)
when :map; write_map(writers_schema, datum, encoder)
when :union; write_union(writers_schema, datum, encoder)
when :record, :error, :request; write_record(writers_schema, datum, encoder)
else
raise AvroError.new("Unknown type: #{writers_schema.type}")
end
end
def write_fixed(writers_schema, datum, encoder)
encoder.write(datum)
end
def write_enum(writers_schema, datum, encoder)
index_of_datum = writers_schema.symbols.index(datum)
encoder.write_int(index_of_datum)
end
def write_array(writers_schema, datum, encoder)
if datum.size > 0
encoder.write_long(datum.size)
datum.each do |item|
write_data(writers_schema.items, item, encoder)
end
end
encoder.write_long(0)
end
def write_map(writers_schema, datum, encoder)
if datum.size > 0
encoder.write_long(datum.size)
datum.each do |k,v|
encoder.write_string(k)
write_data(writers_schema.values, v, encoder)
end
end
encoder.write_long(0)
end
def write_union(writers_schema, datum, encoder)
index_of_schema = -1
found = writers_schema.schemas.
find{|e| index_of_schema += 1; found = Schema.validate(e, datum) }
unless found # Because find_index doesn't exist in 1.8.6
raise AvroTypeError.new(writers_schema, datum)
end
encoder.write_long(index_of_schema)
write_data(writers_schema.schemas[index_of_schema], datum, encoder)
end
def write_record(writers_schema, datum, encoder)
writers_schema.fields.each do |field|
write_data(field.type, datum[field.name], encoder)
end
end
end # DatumWriter
end
end
|