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package WWW::Crawl4AI::Detect; |
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# ABSTRACT: service detection and content-quality classification for Crawl4AI |
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77714
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use strict; |
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use warnings; |
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3398
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our $VERSION = '0.001'; |
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# Default: a result needs at least this many markdown characters to count. |
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our $MIN_MARKDOWN = 500; |
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# HTTP status codes that mean "the target pushed back", not "transport broke". |
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my %SOFT_FAIL = map { $_ => 1 } ( 401, 403, 429 ); |
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my $RE_JS = qr/enable\s+javascript|please\s+enable\s+js|requires?\s+javascript/i; |
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my $RE_BLOCK = qr/access\s+denied|checking\s+your\s+browser|are\s+you\s+(?:a\s+)?human|verify\s+you\s+are\s+human|unusual\s+traffic/i; |
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my $RE_CAPTCHA = qr/(?:\b(?:re)?captcha\b|hcaptcha|g-recaptcha|cf-turnstile)/i; |
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# Prompt language that signals a captcha *wall* (a gate the visitor must clear) |
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# rather than an incidental mention (a cookie-banner / privacy-policy note about |
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# reCAPTCHA). A wall tells the visitor to act on the captcha, or that the page is |
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# being held until they prove they are human. |
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my $RE_CAPTCHA_PROMPT = qr/ |
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(?:complete|solve|finish|pass|verify)\b[^.]{0,40}$RE_CAPTCHA # "complete the captcha" |
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| $RE_CAPTCHA[^.]{0,40}(?:to\s+continue|to\s+proceed|to\s+access) # "captcha to continue" |
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| i['\x{2019}]?m\s+not\s+a\s+robot # "I'm not a robot" |
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| (?:verify|prove|confirm)\s+(?:that\s+)?you\s+are\s+(?:a\s+)?human # "verify you are human" |
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| checking\s+your\s+browser |
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| security\s+check |
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/ix; |
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my $RE_WALL = qr/cf-chl|cf_chl|__cf_|datadome|perimeterx|px-captcha|akamai|incapsula|imperva/i; |
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my $RE_TITLE = qr/^\s*just\s+a\s+moment|^\s*attention\s+required|^\s*access\s+denied/i; |
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# A WAF / bot-management gate (Cloudflare, DataDome, PerimeterX, Akamai) often |
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# does not embed a widget into the requested page -- it REDIRECTS to a dedicated |
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# challenge URL. reCAPTCHA / hCaptcha redirects land on the provider's own |
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# verification endpoint. We key purely on the final (post-redirect) URL's |
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# host+path matching a known challenge endpoint: a real content page's |
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# final_url never contains /cdn-cgi/challenge etc., so URL equality with the |
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# requested URL is irrelevant (and checking it would false-positive on cosmetic |
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# http->https / www<->apex / trailing-slash redirects). |
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my $RE_CHALLENGE_CAPTCHA = qr{ |
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(?:www\.)?google\.com/recaptcha # reCAPTCHA verification endpoint |
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| /recaptcha/api # reCAPTCHA api2/anchor frame |
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| \bhcaptcha\.com\b # hCaptcha challenge host |
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}ix; |
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my $RE_CHALLENGE_WALL = qr{ |
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/cdn-cgi/challenge # Cloudflare managed challenge |
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| __cf_chl # Cloudflare challenge query/path token |
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| /challenge-platform/ # Cloudflare challenge-platform asset |
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| datadome # DataDome (host or path) |
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| geo\.captcha-delivery\.com # DataDome captcha delivery host |
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| /px/captcha # PerimeterX captcha path |
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| perimeterx # PerimeterX (host or path) |
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}ix; |
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56
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#---------------------------------------------------------------------- |
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# Content classification |
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#---------------------------------------------------------------------- |
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60
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sub signals { |
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121
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1
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8983
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my ( $page, %opt ) = @_; |
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100
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207
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my $min = defined $opt{min_markdown} ? $opt{min_markdown} : $MIN_MARKDOWN; |
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172
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$page ||= {}; |
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196
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my $md = $page->{markdown} // ''; |
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121
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100
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370
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my $html = ( $page->{raw_html} // $page->{html} // '' ); |
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66
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121
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217
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my $title = $page->{title} // ''; |
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my $code = $page->{status_code} // 0; |
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# The post-redirect URL, falling back to the requested URL when the normalized |
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# page omits it. Either may be absent (signals() is also called on bare test |
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# hashes) -- when so, the challenge-URL checks below simply find no match and |
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# no signal is raised. Never warns/dies on missing keys. |
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285
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my $final = $page->{final_url} // $page->{url} // ''; |
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# 'blocked' is about content fingerprints (bot walls in the body), not HTTP |
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# status — status lives on its own axis (http_error) so why_failed can report |
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# a bare 403 as http_403 while a Cloudflare body still reads bot_wall_detected. |
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# ADDITIONALLY: a WAF/bot-management gate often redirects to a challenge URL |
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# (e.g. /cdn-cgi/challenge, geo.captcha-delivery.com). When the final_url |
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# matches a known challenge endpoint we OR that in -- we never clear a signal |
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# already raised by a body fingerprint. |
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121
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100
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my $blocked = |
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( $md =~ $RE_BLOCK ) |
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|| ( $html =~ $RE_WALL ) |
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|| ( $title =~ $RE_TITLE ) |
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|| ( $final =~ $RE_CHALLENGE_WALL ); |
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# A captcha marker alone does not wall a page -- context decides. Three rules: |
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# * thin page + any marker (markdown OR html) -> wall. A near-empty page that |
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# mentions a captcha is a JS-rendered gate (the real content never loaded). |
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# * rich page + markdown marker + wall-PROMPT language -> wall. A verbose |
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# captcha page ("complete the hCaptcha to continue", "I'm not a robot") |
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# carries prompt language in its rendered text. |
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# * rich page + markdown marker but NO prompt language -> NOT a wall. This is |
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# an incidental mention -- a cookie banner / privacy policy noting that the |
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# site uses reCAPTCHA. The real content is present; do not punish it. |
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# * rich page + html-only marker -> NOT a wall. An embedded widget (comment- |
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# form reCAPTCHA, Turnstile login box) leaves markers only in the markup |
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# (class names, script src), never in the visible content. |
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# * redirect to a CAPTCHA provider's own verification endpoint |
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# (google.com/recaptcha, hcaptcha.com) -> wall. The final_url left the |
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# origin entirely and landed on the captcha provider. OR-ed in; an |
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# already-true captcha signal is never cleared. |
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121
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my $thin = length($md) < $min; |
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121
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100
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17967
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my $captcha = |
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( $thin && ( $md =~ $RE_CAPTCHA || $html =~ $RE_CAPTCHA ) ) |
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|| ( $md =~ $RE_CAPTCHA && $md =~ $RE_CAPTCHA_PROMPT ) |
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|| ( $final =~ $RE_CHALLENGE_CAPTCHA ); |
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109
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return { |
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js_required => ( $md =~ $RE_JS ) ? 1 : 0, |
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111
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blocked => $blocked ? 1 : 0, |
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captcha => $captcha ? 1 : 0, |
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thin_html => $thin ? 1 : 0, |
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121
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100
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3106
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http_error => ( $code >= 500 || $SOFT_FAIL{$code} ) ? 1 : 0, |
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100
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115
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}; |
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} |
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118
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119
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sub is_good { |
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1
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my ( $page, %opt ) = @_; |
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121
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51
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103
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return 0 unless ref $page eq 'HASH'; |
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122
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51
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100
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100
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125
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return 0 if defined $page->{success} && !$page->{success}; |
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50
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my $code = $page->{status_code} // 0; |
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100
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66
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183
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return 0 if $code && ( $code >= 500 || $SOFT_FAIL{$code} ); |
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66
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125
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68
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my $sig = signals( $page, %opt ); |
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100
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66
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233
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return 0 if $sig->{js_required} || $sig->{blocked} || $sig->{captcha} || $sig->{thin_html}; |
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100
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100
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127
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return 1; |
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} |
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130
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131
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# Most specific reason first. |
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132
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sub why_failed { |
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25
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25
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1
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338
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my ( $page, %opt ) = @_; |
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134
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25
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50
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64
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return 'empty' unless ref $page eq 'HASH'; |
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135
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25
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44
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my $sig = signals( $page, %opt ); |
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136
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25
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100
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return 'captcha' if $sig->{captcha}; |
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137
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22
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100
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93
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return 'bot_wall_detected' if $sig->{blocked}; |
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138
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16
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100
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30
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return 'js_required' if $sig->{js_required}; |
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15
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50
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22
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my $code = $page->{status_code} // 0; |
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15
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100
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100
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89
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return "http_$code" if $code && ( $code >= 500 || $SOFT_FAIL{$code} ); |
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66
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141
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13
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100
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174
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return 'thin_content' if $sig->{thin_html}; |
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2
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9
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return undef; |
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143
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} |
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144
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145
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146
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#---------------------------------------------------------------------- |
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147
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# Service detection |
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148
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#---------------------------------------------------------------------- |
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149
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150
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sub _probe_ua { |
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151
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0
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0
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0
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my ( $ua, $timeout ) = @_; |
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152
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0
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0
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0
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return $ua if $ua; |
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153
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0
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0
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require LWP::UserAgent; |
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154
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0
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0
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0
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return LWP::UserAgent->new( agent => "WWW-Crawl4AI/$VERSION", timeout => ( $timeout // 5 ) ); |
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155
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} |
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156
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157
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sub probe_cloakbrowser { |
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158
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1
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1
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1
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739
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my ( $cdp_url, %opt ) = @_; |
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159
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1
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50
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33
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7
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return 0 unless defined $cdp_url && length $cdp_url; |
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160
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0
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0
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( my $base = $cdp_url ) =~ s{/+$}{}; |
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161
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0
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0
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$base =~ s{\?.*$}{}; # strip CloakBrowser query params (fingerprint=...) |
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162
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0
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0
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my $ua = _probe_ua( $opt{ua}, $opt{timeout} ); |
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163
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0
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0
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my $res = $ua->get( $base . '/json/version' ); |
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164
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0
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0
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0
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return $res->is_success ? 1 : 0; |
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165
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} |
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166
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167
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168
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sub detect_proxy_env { |
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169
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1
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50
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1
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1
|
5
|
return $ENV{CRAWL4AI_PROXY_URL} || undef; |
|
170
|
|
|
|
|
|
|
} |
|
171
|
|
|
|
|
|
|
|
|
172
|
|
|
|
|
|
|
|
|
173
|
|
|
|
|
|
|
1; |
|
174
|
|
|
|
|
|
|
|
|
175
|
|
|
|
|
|
|
__END__ |