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Added New York city's Taxi and Limousine Commission for hire vehicle …
…trip support
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Original file line number | Diff line number | Diff line change |
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module Datasets | ||
module TLC | ||
class FHVTrip < Dataset | ||
class Record < Struct.new(:dispatching_base_num, | ||
:pickup_datetime, | ||
:dropoff_datetime, | ||
:pu_location_id, | ||
:do_location_id, | ||
:sr_flag, | ||
:affiliated_base_number) | ||
alias_method :sr_flag?, :sr_flag | ||
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def initialize(*values) | ||
super() | ||
members.zip(values) do |member, value| | ||
__send__("#{member}=", value) | ||
end | ||
end | ||
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def sr_flag=(sr_flag) | ||
super(!!sr_flag) | ||
end | ||
end | ||
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def initialize(year: Date.today.year, month: Date.today.month) | ||
super() | ||
@metadata.id = "nyc-taxi-and-limousine-commission-for-hire-vehicle-trip" | ||
@metadata.name = "New York city Taxi and Limousine Commission: for hire vehicle trip record dataset" | ||
@metadata.url = "https://www1.nyc.gov/site/tlc/about/tlc-trip-record-data.page" | ||
@metadata.licenses = [ | ||
{ | ||
name: "NYC Open Data Terms of Use", | ||
url: "https://opendata.cityofnewyork.us/overview/#termsofuse", | ||
} | ||
] | ||
@year = year | ||
@month = month | ||
end | ||
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def to_arrow | ||
base_name = "fhv_tripdata_%04d-%02d.parquet" % [@year, @month] | ||
data_path = cache_dir_path + base_name | ||
data_url = "https://d37ci6vzurychx.cloudfront.net/trip-data/#{base_name}" | ||
download(data_path, data_url) | ||
Arrow::Table.load(data_path) | ||
end | ||
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def each | ||
return to_enum(__method__) unless block_given? | ||
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to_arrow.raw_records.each do |raw_record| | ||
record = Record.new(*raw_record) | ||
yield(record) | ||
end | ||
end | ||
end | ||
end | ||
end |
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class TLCFHVTripTest < Test::Unit::TestCase | ||
def setup | ||
@default_timezone_env = ENV['TZ'] | ||
ENV['TZ'] = 'UTC' | ||
@dataset = Datasets::TLC::FHVTrip.new(year: 2022, month: 1) | ||
end | ||
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def teardown | ||
ENV['TZ'] = @default_timezone_env | ||
end | ||
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test("#to_arrow") do | ||
assert_equal(<<~TABLE, @dataset.to_arrow.to_s) | ||
\tdispatching_base_num\t pickup_datetime\t dropOff_datetime\tPUlocationID\tDOlocationID\tSR_Flag\tAffiliated_base_number | ||
0\tB00009 \t2022-01-01T00:31:00+00:00\t2022-01-01T01:05:00+00:00\t (null)\t (null)\t (null)\tB00009 | ||
1\tB00009 \t2022-01-01T00:37:00+00:00\t2022-01-01T01:05:00+00:00\t (null)\t (null)\t (null)\tB00009 | ||
2\tB00037 \t2022-01-01T00:56:37+00:00\t2022-01-01T01:06:11+00:00\t (null)\t 85.000000\t (null)\tB00037 | ||
3\tB00037 \t2022-01-01T00:19:54+00:00\t2022-01-01T00:30:47+00:00\t (null)\t 85.000000\t (null)\tB00037 | ||
4\tB00037 \t2022-01-01T00:41:49+00:00\t2022-01-01T00:52:16+00:00\t (null)\t 188.000000\t (null)\tB00037 | ||
5\tB00037 \t2022-01-01T00:21:32+00:00\t2022-01-01T00:35:06+00:00\t (null)\t 61.000000\t (null)\tB00037 | ||
6\tB00037 \t2022-01-01T00:51:19+00:00\t2022-01-01T01:08:06+00:00\t (null)\t 76.000000\t (null)\tB00037 | ||
7\tB00111 \t2022-01-01T00:30:00+00:00\t2022-01-01T01:41:00+00:00\t (null)\t (null)\t (null)\tB03406 | ||
8\tB00112 \t2022-01-01T00:31:30+00:00\t2022-01-01T01:10:06+00:00\t (null)\t 67.000000\t (null)\tB00112 | ||
9\tB00112 \t2022-01-01T00:12:26+00:00\t2022-01-01T00:37:22+00:00\t (null)\t 155.000000\t (null)\tB00112 | ||
... | ||
1143681\tB03380 \t2022-01-31T23:39:32+00:00\t2022-01-31T23:47:43+00:00\t 246.000000\t 158.000000\t (null)\tB03380 | ||
1143682\tB03380 \t2022-01-31T23:52:52+00:00\t2022-02-01T00:03:14+00:00\t 158.000000\t 107.000000\t (null)\tB03380 | ||
1143683\tB03380 \t2022-01-31T23:24:44+00:00\t2022-01-31T23:35:46+00:00\t 231.000000\t 4.000000\t (null)\tB03380 | ||
1143684\tB03380 \t2022-01-31T23:21:35+00:00\t2022-01-31T23:32:16+00:00\t 229.000000\t 48.000000\t (null)\tB03380 | ||
1143685\tB03380 \t2022-01-31T23:02:50+00:00\t2022-01-31T23:20:07+00:00\t 142.000000\t 113.000000\t (null)\tB03380 | ||
1143686\tB03380 \t2022-01-31T23:22:41+00:00\t2022-01-31T23:26:39+00:00\t 234.000000\t 107.000000\t (null)\tB03380 | ||
1143687\tB03380 \t2022-01-31T23:42:42+00:00\t2022-01-31T23:52:58+00:00\t 114.000000\t 148.000000\t (null)\tB03380 | ||
1143688\tB03380 \t2022-01-31T23:07:13+00:00\t2022-01-31T23:13:40+00:00\t 90.000000\t 113.000000\t (null)\tB03380 | ||
1143689\tB03380 \t2022-01-31T23:16:14+00:00\t2022-01-31T23:31:03+00:00\t 113.000000\t 140.000000\t (null)\tB03380 | ||
1143690\tB03381 \t2022-01-31T23:47:42+00:00\t2022-02-01T00:15:03+00:00\t (null)\t 122.000000\t (null)\tB03404 | ||
TABLE | ||
end | ||
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test("#each") do | ||
records = @dataset.each.to_a | ||
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assert_equal([ | ||
1143691, | ||
{ | ||
dispatching_base_num: 'B00009', | ||
pickup_datetime: Time.parse('2022-01-01 00:31:00 +0000'), | ||
dropoff_datetime: Time.parse('2022-01-01 01:05:00 +0000'), | ||
pu_location_id: nil, | ||
do_location_id: nil, | ||
sr_flag: false, | ||
affiliated_base_number: 'B00009' | ||
}, | ||
{ | ||
dispatching_base_num: 'B03381', | ||
pickup_datetime: Time.parse('2022-01-31 23:47:42 +0000'), | ||
dropoff_datetime: Time.parse('2022-02-01 00:15:03 +0000'), | ||
pu_location_id: nil, | ||
do_location_id: 122.0, | ||
sr_flag: false, | ||
affiliated_base_number: 'B03404' | ||
} | ||
], | ||
[ | ||
records.size, | ||
records.first.to_h, | ||
records.last.to_h, | ||
]) | ||
end | ||
end |