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package Sport::Analytics::NHL::Scraper; |
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3
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25
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124705
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use v5.10.1; |
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91
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4
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115
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use warnings FATAL => 'all'; |
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49
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739
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5
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109
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use strict; |
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73
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545
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119
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use experimental qw(smartmatch); |
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44
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152
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2274
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use parent 'Exporter'; |
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539
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25
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124
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9
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12649
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use Time::HiRes qw(time usleep); |
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31106
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25
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92
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10
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25
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25
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5821
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use POSIX qw(strftime); |
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16263
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25
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201
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11
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12
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25
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6926
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use JSON; |
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30551
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25
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248
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13
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25
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12579
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use LWP::Simple; |
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1296354
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25
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182
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8939
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use Sport::Analytics::NHL::LocalConfig; |
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56
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25
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2999
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190
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use Sport::Analytics::NHL::Config; |
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53
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25
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4308
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17
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1364
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use Sport::Analytics::NHL::Util; |
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72
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25
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2040
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18
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1452
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use Sport::Analytics::NHL::Tools; |
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53
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25
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4327
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19
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25
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12135
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use Sport::Analytics::NHL::Report::BS; |
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25
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71
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25
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25310
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20
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21
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=head1 NAME |
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22
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23
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Sport::Analytics::NHL::Scraper - Scrape and crawl the NHL website for data |
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24
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25
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=head1 SYNOPSIS |
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26
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27
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Scrape and crawl the NHL website for data |
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28
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29
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use Sport::Analytics::NHL::Scraper |
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30
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my $schedules = crawl_schedule({ |
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31
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start_season => 2016, |
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32
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stop_season => 2017 |
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33
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}); |
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34
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... |
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35
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my $contents = crawl_game( |
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36
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{ season => 2011, stage => 2, season_id => 0001 }, # game 2011020001 in NHL accounting |
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37
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{ game_files => [qw(BS PL)], retries => 2 }, |
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38
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); |
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39
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40
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=head1 IMPORTANT VARIABLE |
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41
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42
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Variable @GAME_FILES contains specific definitions for the report types. Right now only the boxscore javascript has any meaningful non-default definitions; the PB feed seems to have become unavailable. |
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43
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44
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=head1 FUNCTIONS |
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45
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46
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=over 2 |
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47
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48
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=item C |
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49
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50
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A wrapper around the LWP::Simple::get() call for retrying and control. |
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51
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Arguments: hash reference containing |
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52
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* url => URL to access |
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53
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* retries => Number of retries |
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54
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* validate => sub reference to validate the download |
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55
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Returns: the content if both download and validation are successful |
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56
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undef otherwise. |
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57
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58
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=item C |
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59
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60
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Crawls the NHL schedule. The schedule is accessed through a minimalistic live api first (only works for post-2010 seasons), then through the general /api/ |
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61
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62
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Arguments: hash reference containing |
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63
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* start_season => the first season to crawl |
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64
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* stop_season => the last season to crawl |
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65
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Returns: hash reference of seasonal schedules where seasons are the keys, and decoded JSONs are the values. |
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66
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67
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=item C |
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68
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69
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Sets the arguments to populate the game URL for a given report type and game |
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70
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Arguments: document name, currently one of qw(BS PB RO ES GS PL) |
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71
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game hashref containing |
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72
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* season => YYYY |
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73
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* stage => 2|3 |
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74
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* season ID => NNNN |
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75
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Returns: a configured list of arguments for the URL. |
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76
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77
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=item C |
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78
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79
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Crawls the data for the given game |
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80
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Arguments: game data as hashref: |
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81
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* season => YYYY |
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82
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* stage => 2|3 |
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83
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* season ID => NNNN |
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84
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options hashref: |
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85
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* game_files => hashref of types of reports that are requested |
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86
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* force => 0|1 force overwrite of files already present in the system |
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87
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* retries => N number of the retries for every get call |
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88
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89
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=back |
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90
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91
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=cut |
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92
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93
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our $SCHEDULE_JSON = 'http://live.nhle.com/GameData/SeasonSchedule-%s%s.json'; |
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94
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our $SCHEDULE_JSON_API = 'https://statsapi.web.nhl.com/api/v1/schedule?startDate=%s&endDate=%s'; |
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95
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our $HTML_REPORT_URL = 'http://www.nhl.com/scores/htmlreports/%d%d/%s%02d%04d.HTM'; |
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96
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#our $PLAYER_URL = 'https://statsapi.web.nhl.com/api/v1/people/%d?expand=person.stats&stats=yearByYear,yearByYearPlayoffs&expand=stats.team&site=en_nhl'; |
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97
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#our $SUPP_PLAYER_URL = "https://www.nhl.com/player/%d"; |
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98
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#our $ROTOWORLD_URL = 'http://www.rotoworld.com/teams/injuries/nhl/all/'; |
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99
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#our %ROTO_CENSUS = ( |
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100
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# 'CHRIS TANEV' => 'CHRISTOPHER TANEV', |
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101
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#); |
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102
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our @GAME_FILES = ( |
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103
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{ |
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104
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name => 'BS', |
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105
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pattern => 'https://statsapi.web.nhl.com/api/v1/game/%s/feed/live', |
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106
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extension => 'json', |
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107
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validate => sub { |
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108
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my $json = shift; |
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109
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my $bs = Sport::Analytics::NHL::Report::BS->new($json); |
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110
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return scalar @{$bs->{json}{liveData}{plays}{allPlays}}; |
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111
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1; |
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112
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}, |
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113
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}, |
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114
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{ |
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115
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name => 'PB', |
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116
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pattern => 'http://live.nhle.com/GameData/%s%s/%s/PlayByPlay.json', |
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117
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extension => 'json', |
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118
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disabled => 1, |
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119
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}, |
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120
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{ name => 'ES' }, |
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121
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{ name => 'GS' }, |
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122
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{ name => 'PL' }, |
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123
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{ name => 'RO' }, |
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124
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); |
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125
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126
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our @EXPORT = qw( |
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127
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crawl_schedule crawl_game |
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128
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); |
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129
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130
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our $DEFAULT_RETRIES = 3; |
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131
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132
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sub scrape ($) { |
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133
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134
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27
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27
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1
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89
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my $opts = shift; |
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135
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27
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50
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137
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die "Can't scrape without a URL" unless defined $opts->{url}; |
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136
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137
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27
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33
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202
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$opts->{retries} ||= $DEFAULT_RETRIES; |
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138
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27
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100
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24
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253
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$opts->{validate} ||= sub { 1 }; |
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24
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289
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139
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140
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27
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148
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my $now = time; |
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141
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27
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75
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my $r = 0; |
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142
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27
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70
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my $content; |
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143
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27
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100
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179
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while (! $content && $r++ < $opts->{retries}) { |
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144
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31
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323
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debug "Trying ($r/$opts->{retries}) $opts->{url}..."; |
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145
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31
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193
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$content = get($opts->{url}); |
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146
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31
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50
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12458366
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unless ($opts->{validate}->($content)) { |
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147
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0
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0
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verbose "$opts->{url} failed validation, retrying"; |
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148
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0
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0
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$content = undef; |
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149
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} |
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150
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} |
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151
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27
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100
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706
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debug sprintf("Retrieved in %.3f seconds", time - $now) if $content; |
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152
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27
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240
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$content; |
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153
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154
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} |
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155
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156
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sub crawl_schedule ($) { |
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157
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158
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5
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5
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1
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2249
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my $opts = shift; |
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159
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160
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5
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33
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22
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my $start_season = $opts->{start_season} || $FIRST_SEASON; |
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161
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5
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33
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18
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my $stop_season = $opts->{stop_season} || $CURRENT_SEASON; |
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162
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163
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5
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12
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my $schedules = {}; |
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164
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5
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30
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for my $season ($start_season .. $stop_season) { |
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165
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6
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50
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24
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next if grep { $_ == $season } @LOCKOUT_SEASONS; |
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6
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32
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166
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6
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14
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my $schedule_json; |
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167
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6
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29
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my $schedule_json_file = get_schedule_json_file($season); |
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168
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6
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100
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66
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247
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if ($season == $CURRENT_SEASON || ! -f $schedule_json_file) { |
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169
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4
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31
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my $schedule_json_url = sprintf($SCHEDULE_JSON, $season, $season+1); |
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170
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4
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28
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$schedule_json = scrape({ url => $schedule_json_url }); |
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171
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4
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100
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33
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if (! $schedule_json) { |
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172
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2
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14
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my ($start_date, $stop_date) = get_start_stop_date($season); |
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173
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2
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12
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$schedule_json_url = sprintf($SCHEDULE_JSON_API, $start_date, $stop_date); |
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174
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2
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12
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$schedule_json = scrape({ url => $schedule_json_url }); |
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175
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2
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50
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25
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if (! $schedule_json) { |
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176
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0
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0
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verbose "Couldn't download from $schedule_json_url, skipping..."; |
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177
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0
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0
|
next; |
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178
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} |
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179
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} |
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180
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4
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27
|
write_file($schedule_json, $schedule_json_file); |
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181
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4
|
50
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|
76
|
if (! -f $schedule_json_file) { |
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182
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0
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0
|
print "ERROR: could not find a JSON schedule file, skipping..."; |
|
183
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0
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|
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0
|
next; |
|
184
|
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|
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} |
|
185
|
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|
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} |
|
186
|
6
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66
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|
41
|
$schedule_json ||= read_file($schedule_json_file); |
|
187
|
6
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|
17724
|
$schedules->{$season} = decode_json($schedule_json); |
|
188
|
|
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|
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} |
|
189
|
5
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|
4112
|
$schedules; |
|
190
|
|
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|
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|
|
} |
|
191
|
|
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|
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|
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192
|
|
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|
|
|
|
sub get_game_url_args ($$) { |
|
193
|
|
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|
|
|
|
|
194
|
24
|
|
|
24
|
1
|
1914
|
my $doc_name = shift; |
|
195
|
24
|
|
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|
|
69
|
my $game = shift; |
|
196
|
|
|
|
|
|
|
|
|
197
|
|
|
|
|
|
|
my $game_id = sprintf( |
|
198
|
|
|
|
|
|
|
"%04d%02d%04d", |
|
199
|
|
|
|
|
|
|
$game->{season}, $game->{stage}, $game->{season_id} |
|
200
|
24
|
|
|
|
|
187
|
); |
|
201
|
24
|
|
|
|
|
65
|
my @args; |
|
202
|
24
|
|
|
|
|
86
|
for ($doc_name) { |
|
203
|
24
|
|
|
|
|
109
|
when ('BS') { |
|
204
|
8
|
|
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|
|
39
|
@args = ($game_id); |
|
205
|
|
|
|
|
|
|
} |
|
206
|
16
|
|
|
|
|
49
|
when ('PB') { |
|
207
|
1
|
|
|
|
|
4
|
@args = ($game->{season}, $game->{season} + 1, $game_id); |
|
208
|
|
|
|
|
|
|
} |
|
209
|
15
|
|
|
|
|
36
|
default { |
|
210
|
|
|
|
|
|
|
@args = ( |
|
211
|
|
|
|
|
|
|
$game->{season}, $game->{season} + 1, $doc_name, |
|
212
|
|
|
|
|
|
|
$game->{stage}, $game->{season_id} |
|
213
|
15
|
|
|
|
|
108
|
); |
|
214
|
|
|
|
|
|
|
} |
|
215
|
|
|
|
|
|
|
} |
|
216
|
24
|
|
|
|
|
122
|
@args; |
|
217
|
|
|
|
|
|
|
} |
|
218
|
|
|
|
|
|
|
|
|
219
|
|
|
|
|
|
|
sub crawl_game ($;$) { |
|
220
|
|
|
|
|
|
|
|
|
221
|
7
|
|
|
7
|
1
|
6001
|
my $game = shift; |
|
222
|
7
|
|
50
|
|
|
65
|
my $opts = shift || {}; |
|
223
|
|
|
|
|
|
|
|
|
224
|
7
|
|
|
|
|
60
|
my $path = make_game_path($game->{season}, $game->{stage}, $game->{season_id}); |
|
225
|
7
|
|
|
|
|
32
|
my $contents = {}; |
|
226
|
7
|
|
|
|
|
41
|
for my $doc (@GAME_FILES) { |
|
227
|
42
|
100
|
|
|
|
191
|
next if $doc->{disabled}; |
|
228
|
35
|
50
|
33
|
|
|
172
|
next if $opts->{game_files} && ! $opts->{game_files}{$doc}; |
|
229
|
35
|
100
|
|
|
|
204
|
next if $game->{season} < $FIRST_REPORT_SEASONS{$doc->{name}}; |
|
230
|
21
|
|
|
|
|
130
|
my @args = get_game_url_args($doc->{name}, $game); |
|
231
|
21
|
|
66
|
|
|
151
|
$doc->{pattern} ||= $HTML_REPORT_URL; |
|
232
|
21
|
|
100
|
|
|
120
|
$doc->{extension} ||= 'html'; |
|
233
|
21
|
|
|
|
|
150
|
my $file = "$path/$doc->{name}.$doc->{extension}"; |
|
234
|
21
|
50
|
33
|
|
|
642
|
if (-f $file && ! $opts->{force}) { |
|
235
|
0
|
|
|
|
|
0
|
print STDERR "[NOTICE] File $file already exists, not crawling\n"; |
|
236
|
0
|
|
|
|
|
0
|
$contents->{$doc->{name}} = read_file($file); |
|
237
|
0
|
|
|
|
|
0
|
next; |
|
238
|
|
|
|
|
|
|
} |
|
239
|
21
|
|
|
|
|
165
|
my $url = sprintf($doc->{pattern}, @args); |
|
240
|
|
|
|
|
|
|
my $content = scrape({ |
|
241
|
|
|
|
|
|
|
url => $url, validate => $doc->{validate}, retries => $opts->{retries} |
|
242
|
21
|
|
|
|
|
229
|
}); |
|
243
|
21
|
50
|
|
|
|
193
|
if (! $content) { |
|
244
|
0
|
|
|
|
|
0
|
print STDERR "[WARNING] Got no content for $game->{season}, $game->{stage}, $game->{season_id}, $doc->{name}\n"; |
|
245
|
0
|
|
|
|
|
0
|
next; |
|
246
|
|
|
|
|
|
|
} |
|
247
|
21
|
100
|
|
|
|
18578
|
$content =~ s/\xC2\xA0/ /g unless $doc->{extension} eq 'json'; |
|
248
|
21
|
|
|
|
|
159
|
write_file($content, $file); |
|
249
|
21
|
|
|
|
|
321
|
$contents->{$doc->{name}} = {content => $content, file => $file}; |
|
250
|
|
|
|
|
|
|
} |
|
251
|
7
|
|
|
|
|
55
|
$contents; |
|
252
|
|
|
|
|
|
|
} |
|
253
|
|
|
|
|
|
|
|
|
254
|
|
|
|
|
|
|
1; |
|
255
|
|
|
|
|
|
|
|
|
256
|
|
|
|
|
|
|
=head1 AUTHOR |
|
257
|
|
|
|
|
|
|
|
|
258
|
|
|
|
|
|
|
More Hockey Stats, C<< >> |
|
259
|
|
|
|
|
|
|
|
|
260
|
|
|
|
|
|
|
=head1 BUGS |
|
261
|
|
|
|
|
|
|
|
|
262
|
|
|
|
|
|
|
Please report any bugs or feature requests to C, or through |
|
263
|
|
|
|
|
|
|
the web interface at L. I will be notified, and then you'll |
|
264
|
|
|
|
|
|
|
automatically be notified of progress on your bug as I make changes. |
|
265
|
|
|
|
|
|
|
|
|
266
|
|
|
|
|
|
|
|
|
267
|
|
|
|
|
|
|
=head1 SUPPORT |
|
268
|
|
|
|
|
|
|
|
|
269
|
|
|
|
|
|
|
You can find documentation for this module with the perldoc command. |
|
270
|
|
|
|
|
|
|
|
|
271
|
|
|
|
|
|
|
perldoc Sport::Analytics::NHL::Scraper |
|
272
|
|
|
|
|
|
|
|
|
273
|
|
|
|
|
|
|
You can also look for information at: |
|
274
|
|
|
|
|
|
|
|
|
275
|
|
|
|
|
|
|
=over 4 |
|
276
|
|
|
|
|
|
|
|
|
277
|
|
|
|
|
|
|
=item * RT: CPAN's request tracker (report bugs here) |
|
278
|
|
|
|
|
|
|
|
|
279
|
|
|
|
|
|
|
L |
|
280
|
|
|
|
|
|
|
|
|
281
|
|
|
|
|
|
|
=item * AnnoCPAN: Annotated CPAN documentation |
|
282
|
|
|
|
|
|
|
|
|
283
|
|
|
|
|
|
|
L |
|
284
|
|
|
|
|
|
|
|
|
285
|
|
|
|
|
|
|
=item * CPAN Ratings |
|
286
|
|
|
|
|
|
|
|
|
287
|
|
|
|
|
|
|
L |
|
288
|
|
|
|
|
|
|
|
|
289
|
|
|
|
|
|
|
=item * Search CPAN |
|
290
|
|
|
|
|
|
|
|
|
291
|
|
|
|
|
|
|
L |
|
292
|
|
|
|
|
|
|
|
|
293
|
|
|
|
|
|
|
=back |