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# Turn a line-based Enumerator into an Enumerator | |
# that parses each CSV line and yields them as Hash rows | |
# Usage | |
# csv = CSVStream.new(line_stream, headers: { product_name: 0, price: 2 }) | |
# | |
# With a bit more work it could detect CSV headers automatically, from the first line. | |
require 'csv' | |
class CSVStream | |
include Enumerable | |
delegate :each, :to_a, to: :to_enum | |
# @param enum [Enumerator] that yields lines of text | |
# @option headers [Hash<Symbol, Integer>] keys are column names, values are indices in the CSV lines where the columns are expected | |
def initialize(enum, headers:) | |
@enum = enum.to_enum | |
@headers = headers | |
end | |
def to_enum | |
Enumerator.new do |y| | |
@enum.each { |line| y << row(CSV.parse_line(line)) } | |
end | |
end | |
private def row(list) | |
@headers.each.with_object({}) { |(k,idx), m| m[k] = list[idx] } | |
end | |
end | |
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stream = S3Stream.build(bucket: 'stuff', key: 'bigfile.csv') | |
.then { |chunks| LineStream.new(chunks) } | |
.then { |lines| CSVStream.new(lines, headers: { product_name: 0, price: 2 }) } | |
stream.take(100).each do |row| | |
puts row[:price].inspect | |
end |
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# Turn a chunks-based Enumerator into a line-based one | |
# ie. it buffers chunks and yields each "\n" delimited line as they come. | |
# Usage | |
# lines = LineStream.new(s3_stream) | |
# lines.each { |line| ... } | |
require 'strscan' | |
class LineStream | |
include Enumerable | |
delegate :each, :to_a, to: :to_enum | |
def initialize(chunks, separator: $/) | |
@chunks = chunks.to_enum | |
@separator = separator.is_a?(String) ? %r{#{separator}} : separator | |
end | |
def to_enum | |
Enumerator.new do |y| | |
buffer = StringScanner.new(''.dup) | |
@chunks.lazy.each do |chunk| | |
buffer << chunk | |
bytes = 0 | |
while line = buffer.scan_until(@separator) | |
bytes += line.bytesize | |
y << line.chomp | |
end | |
buffer.string = buffer.string.byteslice(bytes..-1) if bytes > 0 | |
end | |
y << buffer.rest | |
end | |
end | |
end |
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# Paginate chunked requests to an S3 object, | |
# and present it as an Enumerator that yields each chunk | |
# Usage | |
# s3_stream = S3Stream.build(bucket: 'stuff', key: 'bigfile.csv') | |
# s3_stream.each { |chunk| ... } | |
require 'aws-sdk-s3' | |
class S3Stream | |
DEFAULT_REGION = 'eu-west-1' | |
CHUNK_SIZE = 100 * 1024 | |
def self.build(region: DEFAULT_REGION, **kargs) | |
client = Aws::S3::Client.new(region:) | |
new(client:, **kargs) | |
end | |
def initialize(client:, bucket:, key:, chunk_size: CHUNK_SIZE) | |
@client = client | |
@bucket = bucket | |
@key = key | |
@chunk_size = chunk_size | |
end | |
def to_enum | |
Enumerator.new do |y| | |
total = Float::INFINITY | |
offset = 0 | |
while offset < total | |
limit = offset + chunk_size | |
resp = client.get_object(bucket:, key:, range: "bytes=#{offset}-#{limit}") | |
total = resp.content_range.split('/').last.to_i | |
offset = limit + 1 | |
y << resp.body.read | |
end | |
end | |
end | |
private | |
attr_reader :bucket, :key, :client, :chunk_size, :encoding | |
end |
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