Completed
Push — add/password-package ( 03933e...8e7355 )
by
unknown
242:36 queued 231:36
created

Password_Checker   F

Complexity

Total Complexity 57

Size/Duplication

Total Lines 1288
Duplicated Lines 24.53 %

Coupling/Cohesion

Components 2
Dependencies 0

Importance

Changes 0
Metric Value
dl 316
loc 1288
rs 3.84
c 0
b 0
f 0
wmc 57
lcom 2
cbo 0

14 Methods

Rating   Name   Duplication   Size   Complexity  
A __construct() 32 32 5
A test() 38 38 3
B run_tests() 36 36 7
B list_tests() 68 68 2
A test_preg_match() 13 13 3
A test_compare_to_list() 18 18 4
A get_common_passwords() 0 3 1
B get_other_user_data() 0 37 8
B test_not_same_as_other_user_data() 24 24 7
A negative_in_array() 0 7 2
A add_user_strings_to_test() 24 24 3
B get_charset_size() 35 35 7
A get_char_index() 8 8 3
A calculate_entropy_bits() 20 20 2

How to fix   Duplicated Code    Complexity   

Duplicated Code

Duplicate code is one of the most pungent code smells. A rule that is often used is to re-structure code once it is duplicated in three or more places.

Common duplication problems, and corresponding solutions are:

Complex Class

 Tip:   Before tackling complexity, make sure that you eliminate any duplication first. This often can reduce the size of classes significantly.

Complex classes like Password_Checker often do a lot of different things. To break such a class down, we need to identify a cohesive component within that class. A common approach to find such a component is to look for fields/methods that share the same prefixes, or suffixes. You can also have a look at the cohesion graph to spot any un-connected, or weakly-connected components.

Once you have determined the fields that belong together, you can apply the Extract Class refactoring. If the component makes sense as a sub-class, Extract Subclass is also a candidate, and is often faster.

While breaking up the class, it is a good idea to analyze how other classes use Password_Checker, and based on these observations, apply Extract Interface, too.

1
<?php
2
/**
3
 * Password Checker package.
4
 *
5
 * @package  automattic/jetpack-password-checker
6
 */
7
8
namespace Automattic\Jetpack;
9
10
/**
11
 * Checks passwords strength.
12
 */
13
class Password_Checker {
14
15
	/**
16
	 * Minimum entropy bits a password should contain. 36 bits of entropy is considered
17
	 * to be a reasonable password, 28 stands for a weak one.
18
	 *
19
	 * @const Integer
20
	 */
21
	const MINIMUM_BITS = 28;
22
23
	/**
24
	 * Currently tested password.
25
	 *
26
	 * @var String
27
	 */
28
	public $password = '';
29
30
	/**
31
	 * Test results array.
32
	 *
33
	 * @var Array
34
	 */
35
	public $test_results = '';
36
37
	/**
38
	 * Current password score.
39
	 *
40
	 * @var Integer
41
	 */
42
	public $score = 0;
43
44
	/**
45
	 * Current multiplier affecting the score.
46
	 *
47
	 * @var Integer
48
	 */
49
	public $multiplier = 4;
50
51
	/**
52
	 * A common password disallow list, which on match will immediately disqualify the password.
53
	 *
54
	 * @var Array
55
	 */
56
	public $common_passwords = array();
57
58
	/**
59
	 * Minimum password length setting.
60
	 *
61
	 * @var Integer
62
	 */
63
	public $min_password_length = 6;
64
65
	/**
66
	 * User defined strings that passwords need to be tested for a match against.
67
	 *
68
	 * @var Array
69
	 */
70
	private $user_strings_to_test = array();
71
72
	/**
73
	 * The user object for whom the password is being tested.
74
	 *
75
	 * @var WP_User
76
	 */
77
	protected $user;
78
79
	/**
80
	 * The user identifier for whom the password is being tested, used if there's no user object.
81
	 *
82
	 * @var WP_User
83
	 */
84
	protected $user_id;
85
86
	/**
87
	 * Creates an instance of the password checker class for the specified user, or
88
	 * defaults to the currently logged in user.
89
	 *
90
	 * @param Mixed $user can be an integer ID, or a WP_User object.
91
	 */
92 View Code Duplication
	public function __construct( $user = null ) {
93
94
		/**
95
		 * Filters Jetpack's password strength enforcement settings. You can supply your own passwords
96
		 * that should not be used for authenticating in addition to weak and easy to guess strings for
97
		 * each user. For example, you can add passwords from known password databases to avoid compromised
98
		 * password usage.
99
		 *
100
		 * @since 7.2.0
101
		 *
102
		 * @param array $restricted_passwords strings that are forbidden for use as passwords.
103
		 */
104
		$this->common_passwords = apply_filters( 'jetpack_password_checker_restricted_strings', array() );
105
106
		if ( is_null( $user ) ) {
107
			$this->user_id = get_current_user_id();
108
		} elseif ( is_object( $user ) && isset( $user->ID ) ) {
109
110
			// Existing user, using their ID.
111
			$this->user_id = $user->ID;
112
113
		} elseif ( is_object( $user ) ) {
114
115
			// Newly created user, using existing data.
116
			$this->user    = $user;
117
			$this->user_id = 'new_user';
0 ignored issues
show
Documentation Bug introduced by
It seems like 'new_user' of type string is incompatible with the declared type object<Automattic\Jetpack\WP_User> of property $user_id.

Our type inference engine has found an assignment to a property that is incompatible with the declared type of that property.

Either this assignment is in error or the assigned type should be added to the documentation/type hint for that property..

Loading history...
118
119
		} else {
120
			$this->user_id = $user;
0 ignored issues
show
Documentation Bug introduced by
It seems like $user of type integer or double or string or array or boolean is incompatible with the declared type object<Automattic\Jetpack\WP_User> of property $user_id.

Our type inference engine has found an assignment to a property that is incompatible with the declared type of that property.

Either this assignment is in error or the assigned type should be added to the documentation/type hint for that property..

Loading history...
121
		}
122
		$this->min_password_length = apply_filters( 'better_password_min_length', $this->min_password_length );
123
	}
124
125
	/**
126
	 * Run tests against a password.
127
	 *
128
	 * @param String  $password      the tested string.
129
	 * @param Boolean $required_only only test against required conditions, defaults to false.
130
	 * @return array $results an array containing failed and passed test results.
131
	 */
132 View Code Duplication
	public function test( $password, $required_only = false ) {
133
134
		$this->password = $password;
135
		$results        = $this->run_tests( $this->list_tests(), $required_only );
136
137
		// If we've failed on the required tests, return now.
138
		if ( ! empty( $results['failed'] ) ) {
139
			return array(
140
				'passed'       => false,
141
				'test_results' => $results,
142
			);
143
		}
144
145
		/**
146
		 * Filters Jetpack's password strength enforcement settings. You can modify the minimum
147
		 * entropy bits requirement using this filter.
148
		 *
149
		 * @since 7.2.0
150
		 *
151
		 * @param array $minimum_entropy_bits minimum entropy bits requirement.
152
		 */
153
		$bits         = apply_filters( 'jetpack_password_checker_minimum_entropy_bits', self::MINIMUM_BITS );
154
		$entropy_bits = $this->calculate_entropy_bits( $this->password );
155
156
		// If we have failed the entropy bits test, run the regex tests so we can suggest improvements.
157
		if ( $entropy_bits < $bits ) {
158
			$results['failed']['entropy_bits'] = $entropy_bits;
159
			$results                           = array_merge(
160
				$results,
161
				$this->run_tests( $this->list_tests( 'preg_match' ), false )
0 ignored issues
show
Documentation introduced by
'preg_match' is of type string, but the function expects a false|array.

It seems like the type of the argument is not accepted by the function/method which you are calling.

In some cases, in particular if PHP’s automatic type-juggling kicks in this might be fine. In other cases, however this might be a bug.

We suggest to add an explicit type cast like in the following example:

function acceptsInteger($int) { }

$x = '123'; // string "123"

// Instead of
acceptsInteger($x);

// we recommend to use
acceptsInteger((integer) $x);
Loading history...
162
			);
163
		}
164
165
		return( array(
166
			'passed'       => empty( $results['failed'] ),
167
			'test_results' => $results,
168
		) );
169
	}
170
171
	/**
172
	 * Run the tests using the currently set up object values.
173
	 *
174
	 * @param array   $tests tests to run.
175
	 * @param Boolean $required_only whether to run only required tests.
176
	 * @return array test results.
177
	 */
178 View Code Duplication
	protected function run_tests( $tests, $required_only = false ) {
179
180
		$results = array(
181
			'passed' => array(),
182
			'failed' => array(),
183
		);
184
185
		foreach ( $tests as $test_type => $section_tests ) {
186
			foreach ( $section_tests as $test_name => $test_data ) {
187
188
				// Skip non-required tests if required_only param is set.
189
				if ( $required_only && ! $test_data['required'] ) {
190
					continue;
191
				}
192
193
				$test_function = 'test_' . $test_type;
194
195
				$result = call_user_func( array( $this, $test_function ), $test_data );
196
197
				if ( $result ) {
198
					$results['passed'][] = array( 'test_name' => $test_name );
199
				} else {
200
					$results['failed'][] = array(
201
						'test_name'   => $test_name,
202
						'explanation' => $test_data['error'],
203
					);
204
205
					if ( isset( $test_data['fail_immediately'] ) ) {
206
						return $results;
207
					}
208
				}
209
			}
210
		}
211
212
		return $results;
213
	}
214
215
	/**
216
	 * Returns a list of tests that need to be run on password strings.
217
	 *
218
	 * @param array $sections only return specific sections with the passed keys, defaults to all.
0 ignored issues
show
Documentation introduced by
Should the type for parameter $sections not be false|array?

This check looks for @param annotations where the type inferred by our type inference engine differs from the declared type.

It makes a suggestion as to what type it considers more descriptive.

Most often this is a case of a parameter that can be null in addition to its declared types.

Loading history...
219
	 * @return array test descriptions.
220
	 */
221 View Code Duplication
	protected function list_tests( $sections = false ) {
222
		// Note: these should be in order of priority.
223
		$tests = array(
224
			'preg_match'      => array(
225
				'no_backslashes'   => array(
226
					'pattern'          => '^[^\\\\]*$',
227
					'error'            => __( 'Passwords may not contain the character "\".', 'jetpack' ),
228
					'required'         => true,
229
					'fail_immediately' => true,
230
				),
231
				'minimum_length'   => array(
232
					'pattern'          => '^.{' . $this->min_password_length . ',}',
233
					/* translators: %d is a number of characters in the password. */
234
					'error'            => sprintf( __( 'Password must be at least %d characters.', 'jetpack' ), $this->min_password_length ),
235
					'required'         => true,
236
					'fail_immediately' => true,
237
				),
238
				'has_mixed_case'   => array(
239
					'pattern'  => '([a-z].*?[A-Z]|[A-Z].*?[a-z])',
240
					'error'    => __( 'This password is too easy to guess: you can improve it by adding additional uppercase letters, lowercase letters, or numbers.', 'jetpack' ),
241
					'trim'     => true,
242
					'required' => false,
243
				),
244
				'has_digit'        => array(
245
					'pattern'  => '\d',
246
					'error'    => __( 'This password is too easy to guess: you can improve it by mixing both letters and numbers.', 'jetpack' ),
247
					'trim'     => false,
248
					'required' => false,
249
				),
250
				'has_special_char' => array(
251
					'pattern'  => '[^a-zA-Z\d]',
252
					'error'    => __( 'This password is too easy to guess: you can improve it by including special characters such as !#=?*&.', 'jetpack' ),
253
					'required' => false,
254
				),
255
			),
256
			'compare_to_list' => array(
257
				'not_a_common_password'       => array(
258
					'list_callback'    => 'get_common_passwords',
259
					'compare_callback' => 'negative_in_array',
260
					'error'            => __( 'This is a very common password. Choose something that will be harder for others to guess.', 'jetpack' ),
261
					'required'         => true,
262
				),
263
				'not_same_as_other_user_data' => array(
264
					'list_callback'    => 'get_other_user_data',
265
					'compare_callback' => 'test_not_same_as_other_user_data',
266
					'error'            => __( 'Your password is too weak: Looks like you\'re including easy to guess information about yourself. Try something a little more unique.', 'jetpack' ),
267
					'required'         => true,
268
				),
269
			),
270
		);
271
272
		/**
273
		 * Filters Jetpack's password strength enforcement settings. You can determine the tests run
274
		 * and their order based on whatever criteria you wish to specify.
275
		 *
276
		 * @since 7.2.0
277
		 *
278
		 * @param array $minimum_entropy_bits minimum entropy bits requirement.
279
		 */
280
		$tests = apply_filters( 'jetpack_password_checker_tests', $tests );
281
282
		if ( ! $sections ) {
283
			return $tests;
284
		}
285
286
		$sections = (array) $sections;
287
		return array_intersect_key( $tests, array_flip( $sections ) );
288
	}
289
290
	/**
291
	 * Provides the regular expression tester functionality.
292
	 *
293
	 * @param array $test_data the current test data.
294
	 * @return Boolean does the test pass?
295
	 */
296 View Code Duplication
	protected function test_preg_match( $test_data ) {
297
		$password = stripslashes( $this->password );
298
299
		if ( isset( $test_data['trim'] ) ) {
300
			$password = substr( $password, 1, -1 );
301
		}
302
303
		if ( ! preg_match( '/' . $test_data['pattern'] . '/u', $password ) ) {
304
			return false;
305
		}
306
307
		return true;
308
	}
309
310
	/**
311
	 * Provides the comparison tester functionality.
312
	 *
313
	 * @param array $test_data the current test data.
314
	 * @return Boolean does the test pass?
315
	 */
316 View Code Duplication
	protected function test_compare_to_list( $test_data ) {
317
		$list_callback    = $test_data['list_callback'];
318
		$compare_callback = $test_data['compare_callback'];
319
320
		if (
321
			! is_callable( array( $this, $list_callback ) )
322
			|| ! is_callable( array( $this, $compare_callback ) )
323
		) {
324
			return false;
325
		}
326
327
		$list = call_user_func( array( $this, $list_callback ) );
328
		if ( empty( $list ) ) {
329
			return true;
330
		}
331
332
		return call_user_func( array( $this, $compare_callback ), $this->password, $list );
333
	}
334
335
	/**
336
	 * Getter for the common password list.
337
	 *
338
	 * @return array common passwords.
339
	 */
340
	protected function get_common_passwords() {
341
		return $this->common_passwords;
342
	}
343
344
	/**
345
	 * Returns the widely known user data that can not be used in the password to avoid
346
	 * predictable strings.
347
	 *
348
	 * @return array user data.
349
	 */
350
	protected function get_other_user_data() {
351
		if ( ! isset( $this->user ) ) {
352
			$user_data = get_userdata( $this->user_id );
353
		} else {
354
			$user_data = $this->user;
355
		}
356
357
		if ( isset( $user_data->ID ) ) {
358
			$this->add_user_strings_to_test( get_user_meta( $user_data->ID, 'first_name', true ) );
359
			$this->add_user_strings_to_test( get_user_meta( $user_data->ID, 'last_name', true ) );
360
			$this->add_user_strings_to_test( get_user_meta( $user_data->ID, 'nickname', true ) );
361
		}
362
363
		if ( isset( $user_data->user_nicename ) ) {
364
			$this->add_user_strings_to_test( $user_data->user_nicename );
365
		}
366
367
		if ( isset( $user_data->display_name ) ) {
368
			$this->add_user_strings_to_test( $user_data->display_name );
369
		}
370
371
		if ( isset( $user_data->first_name ) ) {
372
			$this->add_user_strings_to_test( $user_data->first_name );
373
		}
374
375
		if ( isset( $user_data->last_name ) ) {
376
			$this->add_user_strings_to_test( $user_data->last_name );
377
		}
378
379
		if ( isset( $user_data->user_email ) ) {
380
			$email_username = substr( $user_data->user_email, 0, strpos( $user_data->user_email, '@' ) );
381
			$this->add_user_strings_to_test( $email_username, '.' );
382
			$this->add_user_strings_to_test( $user_data->user_email );
383
		}
384
385
		return $this->user_strings_to_test;
386
	}
387
388
	/**
389
	 * Compare the password for matches with known user data.
390
	 *
391
	 * @param String $password the string to be tested.
392
	 * @param array  $strings_to_test known user data.
393
	 * @return Boolean does the test pass?
394
	 */
395 View Code Duplication
	protected function test_not_same_as_other_user_data( $password, $strings_to_test ) {
396
		$password_lowercase = strtolower( $password );
397
		foreach ( array_unique( $strings_to_test ) as $string ) {
398
			if ( empty( $string ) ) {
399
				continue;
400
			}
401
402
			$string          = strtolower( $string );
403
			$string_reversed = strrev( $string );
404
405
			if ( $password_lowercase === $string || $password_lowercase === $string_reversed ) {
406
				return false;
407
			}
408
409
			// Also check for the string or reversed string with any numbers just stuck to the end to catch things like bob123 as passwords.
410
			if (
411
				preg_match( '/^' . preg_quote( $string, '/' ) . '\d+$/', $password_lowercase )
412
				|| preg_match( '/^' . preg_quote( $string_reversed, '/' ) . '\d+$/', $password_lowercase )
413
			) {
414
				return false;
415
			}
416
		}
417
		return true;
418
	}
419
420
	/**
421
	 * A shorthand for the not in array construct.
422
	 *
423
	 * @param Mixed $needle the needle.
424
	 * @param array $haystack the haystack.
425
	 * @return is the needle not in the haystack?
426
	 */
427
	protected function negative_in_array( $needle, $haystack ) {
428
		if ( in_array( $needle, $haystack, true ) ) {
429
			return false;
430
		}
431
432
		return true;
433
	}
434
435
	/**
436
	 * A helper function used to break a single string into its constituents so
437
	 * that both the full string and its constituents and any variants thereof
438
	 * can be tested against the password.
439
	 *
440
	 * @param String $string the string to be broken down.
441
	 * @param String $explode_delimiter delimiter.
442
	 * @return NULL|Array array of fragments, or NULL on empty string.
443
	 */
444 View Code Duplication
	protected function add_user_strings_to_test( $string, $explode_delimiter = ' ' ) {
445
446
		// Don't check against empty strings.
447
		if ( empty( $string ) ) {
448
			return;
449
		}
450
451
		$strings = explode( $explode_delimiter, $string );
452
453
		// Remove any non alpha numeric characters from the strings to check against.
454
		foreach ( $strings as $key => $_string ) {
455
			$strings[ $key ] = preg_replace( '/[^a-zA-Z0-9]/', '', $_string );
456
		}
457
458
		// Check the original too.
459
		$strings[] = $string;
460
461
		// Check the original minus non alpha numeric characters.
462
		$strings[] = preg_replace( '/[^a-zA-Z0-9]/', '', $string );
463
464
		// Remove any empty strings.
465
		$strings                    = array_filter( $strings );
466
		$this->user_strings_to_test = array_merge( $this->user_strings_to_test, $strings );
467
	}
468
469
	/**
470
	 * Return a character set size that is used in the string.
471
	 *
472
	 * @param String $password the password.
473
	 * @return Integer number of different character sets in use.
474
	 */
475 View Code Duplication
	protected function get_charset_size( $password ) {
476
		$size = 0;
477
478
		// Lowercase a-z.
479
		if ( preg_match( '/[a-z]/', $password ) ) {
480
			$size += 26;
481
		}
482
483
		// Uppercase A-Z.
484
		if ( preg_match( '/[A-Z]/', substr( $password, 1, -1 ) ) ) {
485
			$size += 26;
486
		}
487
488
		// Digits.
489
		if ( preg_match( '/\d/', substr( $password, 1, -1 ) ) ) {
490
			$size += 10;
491
		}
492
493
		// Over digits symbols.
494
		if ( preg_match( '/[!|@|#|$|%|^|&|*|(|)]/', $password ) ) {
495
			$size += 10;
496
		}
497
498
		// Other symbols.
499
		if ( preg_match( '#[`|~|-|_|=|+|\[|{|\]|}|\\|\|;:\'",<\.>/\?]#', $password ) ) {
500
			$size += 20;
501
		}
502
503
		// Spaces.
504
		if ( strpos( $password, ' ' ) ) {
505
			$size++;
506
		}
507
508
		return $size;
509
	}
510
511
	/**
512
	 * Shorthand for getting a character index.
513
	 *
514
	 * @param String $char character.
515
	 * @return Integer the character code.
516
	 */
517 View Code Duplication
	protected function get_char_index( $char ) {
518
		$char = strtolower( $char[0] );
519
		if ( $char < 'a' || $char > 'z' ) {
520
			return 0;
521
		} else {
522
			return ord( $char[0] ) - ord( 'a' ) + 1;
523
		}
524
	}
525
526
	/**
527
	 * This is the password strength calculation algorithm, based on the formula H = L(logN/log2).
528
	 *
529
	 * H = Entropy
530
	 * L = String length (the for iterator)
531
	 * N = Our charset size, via get_charset_size()
532
	 *
533
	 * @see https://en.wikipedia.org/wiki/Password_strength#Random_passwords
534
	 *
535
	 * On top of the base formula, we're also multiplying the bits of entropy for every char
536
	 * by 1 - (the probabily of it following the previous char)
537
	 * i.e.: the probablity of U following Q is ~0.84. If our password contains this pair of characters,
538
	 * the u char will only add ( 0.16^2 * charset_score ) to our total of entropy bits.
539
	 *
540
	 * @param String $password the password.
541
	 */
542 View Code Duplication
	protected function calculate_entropy_bits( $password ) {
543
		$bits          = 0;
544
		$charset_score = log( $this->get_charset_size( $password ) ) / log( 2 );
545
546
		$aidx   = $this->get_char_index( $password[0] );
547
		$length = strlen( $password );
548
549
		for ( $b = 1; $b < $length; $b++ ) {
550
			$bidx = $this->get_char_index( $password[ $b ] );
551
552
			// 27 = number of chars in the index (a-z,' ').
553
			$c     = 1.0 - $this->frequency_table[ $aidx * 27 + $bidx ];
554
			$bits += $charset_score * $c * $c;
555
556
			// Move on to next pair.
557
			$aidx = $bidx;
558
		}
559
560
		return $bits;
561
	}
562
563
	/**
564
	 * A frequency table of character pairs, starting with  '  ' then  ' a', ' b' [...] , 'a ', 'aa' etc.
565
	 *
566
	 * @see http://rumkin.com/tools/password/passchk.php
567
	 * @var Array
568
	 */
569
	public $frequency_table = array(
570
		0.23653710453418866,
571
		0.04577693541332556,
572
		0.03449832337075375,
573
		0.042918209651552706,
574
		0.037390873305146524,
575
		0.028509112115468728,
576
		0.02350896632162123,
577
		0.022188657238664526,
578
		0.028429800262428927,
579
		0.04357019973757107,
580
		0.00913602565971716,
581
		0.03223093745443942,
582
		0.02235311269864412,
583
		0.04438081352966905,
584
		0.04512377897652719,
585
		0.020055401662049863,
586
		0.055903192885260244,
587
		0.0024388394809739026,
588
		0.035207464644991984,
589
		0.07355941099285611,
590
		0.036905671380667734,
591
		0.026134421927394666,
592
		0.023787724158040528,
593
		0.011352092141711621,
594
		0.0032354570637119114,
595
		0.005986878553725033,
596
		0.008861933226417843,
597
		0.11511532293337222,
598
		0.027556203528211108,
599
		0.024331243621519172,
600
		0.039266365359381834,
601
		0.031599941682461,
602
		0.014403265782183991,
603
		0.015480973902901297,
604
		0.027770812071730572,
605
		0.00942761335471643,
606
		0.039872867764980315,
607
		0.0078122175244204695,
608
		0.02808456043154979,
609
		0.08429100451960927,
610
		0.04688963405744277,
611
		0.13831170724595424,
612
		0.002540311998833649,
613
		0.025211838460416972,
614
		0.001543082081936142,
615
		0.09519638431258201,
616
		0.061845750109345385,
617
		0.08907071001603732,
618
		0.02137571074500656,
619
		0.027093162268552268,
620
		0.005521504592506197,
621
		0.003023181221752442,
622
		0.007086747339262283,
623
		0.010262720513194342,
624
		0.08785070710016038,
625
		0.14617757690625455,
626
		0.03417291150313457,
627
		0.0059635515381250915,
628
		0.006146668610584633,
629
		0.195202799241872,
630
		0.002774748505613063,
631
		0.004715556203528212,
632
		0.0044776206444088066,
633
		0.11205481848665985,
634
		0.005654468581425864,
635
		0.0028820527773727946,
636
		0.07383000437381543,
637
		0.005516839189386207,
638
		0.006496573844583759,
639
		0.09843067502551392,
640
		0.0027140982650532145,
641
		0.0006893133109782768,
642
		0.08425368129464937,
643
		0.021325557661466685,
644
		0.006493074792243767,
645
		0.07023414491908442,
646
		0.002077270739174807,
647
		0.0024633328473538415,
648
		0.0007744569179180639,
649
		0.015413325557661468,
650
		0.0011990086018370024,
651
		0.13162851727657093,
652
		0.10115993585070711,
653
		0.0026989357049132527,
654
		0.03319317684793702,
655
		0.002946202070272634,
656
		0.0783216212275842,
657
		0.0018358361277154103,
658
		0.00258813238081353,
659
		0.2141688292754046,
660
		0.09853681294649366,
661
		0.0032482869222918796,
662
		0.04359352675317102,
663
		0.01993526753171016,
664
		0.0036880011663507797,
665
		0.008011663507799971,
666
		0.12014696019827964,
667
		0.0029846916460125384,
668
		0.0017553579238956116,
669
		0.029470185158186325,
670
		0.010413179763813967,
671
		0.030699518880303252,
672
		0.03508499781309229,
673
		0.002021285901734947,
674
		0.0010613792097973467,
675
		0.0005295232541186761,
676
		0.009677212421635807,
677
		0.010585799679253535,
678
		0.17101734946785244,
679
		0.07968625164018078,
680
		0.007839043592360402,
681
		0.005438693687126403,
682
		0.0183606939787141,
683
		0.2732701559994168,
684
		0.004953491762647616,
685
		0.007259367254701851,
686
		0.008104971570199739,
687
		0.13274588132380813,
688
		0.004210526315789474,
689
		0.004997813092287506,
690
		0.017006560723137484,
691
		0.007442484327161393,
692
		0.016789619478058026,
693
		0.08477737279486806,
694
		0.005106283714827234,
695
		0.0005026971861787433,
696
		0.04040355736987899,
697
		0.037535500801866156,
698
		0.00885960052485785,
699
		0.0336410555474559,
700
		0.007066919376002332,
701
		0.005344219273946639,
702
		0.0006333284735384167,
703
		0.010684939495553289,
704
		0.0063064586674442345,
705
		0.15386849394955532,
706
		0.015049424114302375,
707
		0.012162705933809595,
708
		0.020425134859308938,
709
		0.037366379938766583,
710
		0.02157165767604607,
711
		0.009373961218836564,
712
		0.0173214754337367,
713
		0.009616562181075958,
714
		0.029522670943286193,
715
		0.010154249890654615,
716
		0.018600962239393497,
717
		0.06362210234728094,
718
		0.03157078291296107,
719
		0.151603440734801,
720
		0.0062329785683044175,
721
		0.014775331681003062,
722
		0.0020854351946347867,
723
		0.1826342032366234,
724
		0.0878017203674005,
725
		0.054190989940224525,
726
		0.010329202507654177,
727
		0.012763376585508092,
728
		0.0064872430383437815,
729
		0.006381105117364048,
730
		0.005388540603586529,
731
		0.0090800408222773,
732
		0.09611196967487973,
733
		0.09940691062837148,
734
		0.01033969966467415,
735
		0.004034407348009914,
736
		0.008826942703017933,
737
		0.11474675608689314,
738
		0.07132584924916169,
739
		0.012388977985129028,
740
		0.005435194634786413,
741
		0.1417174515235457,
742
		0.0037066627788307337,
743
		0.0045802595130485495,
744
		0.060800699810468,
745
		0.005341886572386646,
746
		0.005683627350925791,
747
		0.12434932205860913,
748
		0.004596588423968508,
749
		0.0007534626038781163,
750
		0.07107041842834232,
751
		0.022361277154104096,
752
		0.04784720804782038,
753
		0.06277533168100306,
754
		0.003441901151771395,
755
		0.005828254847645429,
756
		0.0009669047966175828,
757
		0.009470768333576322,
758
		0.002077270739174807,
759
		0.12797667298440007,
760
		0.08797783933518005,
761
		0.005388540603586529,
762
		0.0024913252660737715,
763
		0.007550954949701123,
764
		0.2786866890217233,
765
		0.002509986878553725,
766
		0.029002478495407494,
767
		0.0303204548768042,
768
		0.07576614666861058,
769
		0.00246799825047383,
770
		0.00592389561160519,
771
		0.039574281965301064,
772
		0.00706808572678233,
773
		0.03304505029887739,
774
		0.05474150750838315,
775
		0.0028633911648928414,
776
		0.0005073625892987316,
777
		0.07293541332555767,
778
		0.053528502697186175,
779
		0.022566554891383584,
780
		0.038151334013704616,
781
		0.002716430966613209,
782
		0.005049132526607377,
783
		0.0009902318122175246,
784
		0.008997229916897508,
785
		0.0011861787432570347,
786
		0.1666377022889634,
787
		0.14414462749671964,
788
		0.003374252806531564,
789
		0.005169266656947077,
790
		0.008468873013558828,
791
		0.16337541915731155,
792
		0.002873888321912815,
793
		0.004305000728969237,
794
		0.0031141565825922144,
795
		0.1241172182533897,
796
		0.0052800699810468,
797
		0.008969237498177577,
798
		0.024094474413179766,
799
		0.017029887738737422,
800
		0.01722700102055693,
801
		0.10618457501093455,
802
		0.006147834961364631,
803
		0.0008269427030179326,
804
		0.03303571949263741,
805
		0.024188948826359528,
806
		0.05213937891820965,
807
		0.04505846333284735,
808
		0.0035270447587111824,
809
		0.006799825047383001,
810
		0.0008199445983379502,
811
		0.02206735675754483,
812
		0.001010059775477475,
813
		0.11971191135734072,
814
		0.04656538854060359,
815
		0.011243621519171892,
816
		0.06513019390581717,
817
		0.032375564951159064,
818
		0.06347047674588133,
819
		0.013678961947805804,
820
		0.03309870243475726,
821
		0.006982942119842543,
822
		0.009726199154395685,
823
		0.010121592068814697,
824
		0.032514360693978714,
825
		0.04986032949409535,
826
		0.039734072022160664,
827
		0.15690683773144773,
828
		0.03949963551538125,
829
		0.014790494241143023,
830
		0.002722262720513194,
831
		0.02614375273363464,
832
		0.10753637556495116,
833
		0.06764834523983088,
834
		0.006221315060504448,
835
		0.021317393206006705,
836
		0.0030826651115322934,
837
		0.002399183554454002,
838
		0.0019069835252952323,
839
		0.015595276279341012,
840
		0.0925126111678087,
841
		0.18437906400349907,
842
		0.006538562472663654,
843
		0.008719638431258201,
844
		0.02116693395538708,
845
		0.18241376293920394,
846
		0.007290858725761773,
847
		0.005976381396705059,
848
		0.005629975215045925,
849
		0.09721300481119698,
850
		0.004810030616707975,
851
		0.024303251202799244,
852
		0.012954658113427612,
853
		0.011057005394372358,
854
		0.02733459688001166,
855
		0.10135121737862662,
856
		0.012016912086309959,
857
		0.001055547455897361,
858
		0.009027555037177431,
859
		0.07162326869806095,
860
		0.01007143898527482,
861
		0.07297623560285756,
862
		0.006741507508383147,
863
		0.0036891675171307776,
864
		0.0008409389123778977,
865
		0.011272780288671819,
866
		0.007020265344802449,
867
		0.1030389269572824,
868
		0.15350809155853623,
869
		0.004232686980609419,
870
		0.004353987461729115,
871
		0.0023385333138941536,
872
		0.14450386353695874,
873
		0.002546143752733635,
874
		0.0024470039364338824,
875
		0.01200758128006998,
876
		0.0981227584195947,
877
		0.003161976964572095,
878
		0.040695145064878264,
879
		0.03460446129173349,
880
		0.003908441463770229,
881
		0.01598483743986004,
882
		0.13107216795451232,
883
		0.003129319142732177,
884
		0.00032307916605919226,
885
		0.04050386353695874,
886
		0.05452689896486368,
887
		0.03589677795597026,
888
		0.07087097244496282,
889
		0.006143169558244642,
890
		0.008684647907858289,
891
		0.0004607085580988482,
892
		0.022010205569324977,
893
		0.0009097536083977258,
894
		0.07328765126111678,
895
		0.14751421490013122,
896
		0.008015162560139961,
897
		0.006601545414783497,
898
		0.025279486805656802,
899
		0.1682449336637994,
900
		0.008313748359819215,
901
		0.007010934538562473,
902
		0.005886572386645284,
903
		0.16889575739903775,
904
		0.004123050007289692,
905
		0.011925936725470185,
906
		0.10007289692374982,
907
		0.013380376148126549,
908
		0.009021723283277445,
909
		0.08650823735238372,
910
		0.007756232686980609,
911
		0.0007243038343781893,
912
		0.0026791077416533026,
913
		0.02797492345823006,
914
		0.032384895757399036,
915
		0.04187432570345531,
916
		0.00882461000145794,
917
		0.0032401224668318998,
918
		0.00033357632307916605,
919
		0.027878116343490307,
920
		0.0022277299897944304,
921
		0.14333518005540166,
922
		0.1725534334451086,
923
		0.02781629975215046,
924
		0.006909462020702727,
925
		0.005264907420906838,
926
		0.16661437527336345,
927
		0.004325995043009185,
928
		0.003334596880011664,
929
		0.005312727802886718,
930
		0.14024668318996938,
931
		0.0013261408368566844,
932
		0.003504884093891238,
933
		0.006375273363464061,
934
		0.04964922000291588,
935
		0.008290421344219274,
936
		0.09536783787724158,
937
		0.05394372357486515,
938
		0.005505175681586237,
939
		0.005339553870826651,
940
		0.01782067356757545,
941
		0.006710016037323225,
942
		0.05105933809593235,
943
		0.002983525295232541,
944
		0.002940370316372649,
945
		0.0004548768041988629,
946
		0.01208456043154979,
947
		0.000915585362297711,
948
		0.20146260387811635,
949
		0.067196967487972,
950
		0.006158332118384605,
951
		0.025438110511736407,
952
		0.07753783350342616,
953
		0.1273876658405015,
954
		0.009337804344656656,
955
		0.07683452398308792,
956
		0.0070412596588423975,
957
		0.08747164309666132,
958
		0.0038827817466102928,
959
		0.018116926665694706,
960
		0.005017641055547455,
961
		0.004567429654468581,
962
		0.028277008310249308,
963
		0.05271555620352821,
964
		0.004394809739029013,
965
		0.0013343052923166642,
966
		0.00411605190260971,
967
		0.059621519171890944,
968
		0.09073859163143316,
969
		0.01446858142586383,
970
		0.006770666277883074,
971
		0.003425572240851436,
972
		0.0004455459979588861,
973
		0.010401516256013998,
974
		0.005825922146085436,
975
		0.10833882490158916,
976
		0.007584779122321038,
977
		0.016903921854497742,
978
		0.02719580113719201,
979
		0.0304814112844438,
980
		0.02206385770520484,
981
		0.013064295086747339,
982
		0.02696369733197259,
983
		0.009581571657676046,
984
		0.026761918647033093,
985
		0.006510570053943724,
986
		0.021941390873305145,
987
		0.07042659279778393,
988
		0.05437410701268406,
989
		0.1425175681586237,
990
		0.027802303542790494,
991
		0.037690625455605774,
992
		0.0019606356611750987,
993
		0.1095623268698061,
994
		0.06157748942994606,
995
		0.044618749088788455,
996
		0.04955124653739612,
997
		0.03608689313310978,
998
		0.018381688292754043,
999
		0.003404577926811489,
1000
		0.015036594255722409,
1001
		0.009600233270156,
1002
		0.10794693103951014,
1003
		0.12447528794284882,
1004
		0.0031981338387520046,
1005
		0.0074716430966613205,
1006
		0.003202799241871993,
1007
		0.13437643971424407,
1008
		0.006655197550663361,
1009
		0.0036693395538708266,
1010
		0.049338970695436656,
1011
		0.09486863974340283,
1012
		0.0015990669193760023,
1013
		0.0026604461291733486,
1014
		0.051775477474850555,
1015
		0.0041347135150896636,
1016
		0.005450357194926374,
1017
		0.12030325120279925,
1018
		0.04581309228750547,
1019
		0.0004537104534188657,
1020
		0.12425601399620935,
1021
		0.025981629975215047,
1022
		0.023926519900860182,
1023
		0.04423385333138941,
1024
		0.0017950138504155123,
1025
		0.002661612479953346,
1026
		0.0006333284735384167,
1027
		0.008449045050298877,
1028
		0.000653156436798367,
1029
		0.04816678816153958,
1030
		0.008625164018078437,
1031
		0.0039037760606502403,
1032
		0.005228750546726928,
1033
		0.004531272780288672,
1034
		0.0056672984400058316,
1035
		0.00359585945473101,
1036
		0.0032179618020119548,
1037
		0.0038093016474704767,
1038
		0.011452398308791368,
1039
		0.002519317684793702,
1040
		0.00280390727511299,
1041
		0.005572824026826068,
1042
		0.004554599795888614,
1043
		0.004531272780288672,
1044
		0.0035841959469310393,
1045
		0.004400641492928998,
1046
		0.0036670068523108326,
1047
		0.004839189386207902,
1048
		0.006258638285464354,
1049
		0.004897506925207757,
1050
		0.840776789619478,
1051
		0.004968654322787578,
1052
		0.002886718180492783,
1053
		0.0019757982213150604,
1054
		0.0018568304417553576,
1055
		0.001691208630995772,
1056
		0.09009243329931477,
1057
		0.14030150167662925,
1058
		0.013242746756086894,
1059
		0.013746610293045632,
1060
		0.027342761335471644,
1061
		0.16938912377897652,
1062
		0.006607377168683481,
1063
		0.01661933226417845,
1064
		0.008173786266219566,
1065
		0.13297448607668758,
1066
		0.0034675608689313307,
1067
		0.016641492928998396,
1068
		0.011722991689750693,
1069
		0.021493512173786266,
1070
		0.03430820819361423,
1071
		0.10099548039072752,
1072
		0.00873596734217816,
1073
		0.0018323370753754193,
1074
		0.020103222044029742,
1075
		0.047197550663362,
1076
		0.040833940807697915,
1077
		0.03361189677795597,
1078
		0.010844729552412887,
1079
		0.005544831608106138,
1080
		0.0007522962530981193,
1081
		0.01525120279924187,
1082
		0.00815512465373961,
1083
		0.2109648636827526,
1084
		0.058258055110074355,
1085
		0.007181221752442048,
1086
		0.043560868931331105,
1087
		0.004058900714389853,
1088
		0.10618107595859454,
1089
		0.0062399766729844,
1090
		0.004835690333867911,
1091
		0.02679224376731302,
1092
		0.08414637702288964,
1093
		0.0030698352529523252,
1094
		0.03637498177576906,
1095
		0.01592885260242018,
1096
		0.017413617145356466,
1097
		0.008430383437818923,
1098
		0.037231083248286924,
1099
		0.03290275550371775,
1100
		0.007538125091121154,
1101
		0.004500947660008748,
1102
		0.05932409972299169,
1103
		0.16006764834523984,
1104
		0.03309636973319726,
1105
		0.007766729844000583,
1106
		0.005225251494386936,
1107
		0.0006321621227584196,
1108
		0.012989648636827526,
1109
		0.005274238227146815,
1110
		0.1254503571949264,
1111
		0.12852719055255868,
1112
		0.0035433736696311416,
1113
		0.005203090829566993,
1114
		0.0019314768916751715,
1115
		0.20520775623268697,
1116
		0.002509986878553725,
1117
		0.00343606939787141,
1118
		0.027138649948972155,
1119
		0.13926578218399185,
1120
		0.004565096952908587,
1121
		0.005614812654905963,
1122
		0.00874413179763814,
1123
		0.004109053797929727,
1124
		0.008300918501239247,
1125
		0.08270943286193323,
1126
		0.002912377897652719,
1127
		0.0037066627788307337,
1128
		0.06909578655780726,
1129
		0.03242805073625893,
1130
		0.05237614812654906,
1131
		0.04723487388832191,
1132
		0.0038991106575302524,
1133
		0.006299460562764251,
1134
		0.00043388249015891526,
1135
		0.020029741944889927,
1136
		0.005311561452106721,
1137
		0.09334072022160665,
1138
		0.022940953491762648,
1139
		0.024658988190698353,
1140
		0.02901297565242747,
1141
		0.03531593526753171,
1142
		0.0758023035427905,
1143
		0.013711619769645722,
1144
		0.021597317393206007,
1145
		0.009670214316955824,
1146
		0.044728386062108175,
1147
		0.010596296836273509,
1148
		0.03264382563055839,
1149
		0.0604822860475288,
1150
		0.05489546581134276,
1151
		0.11501851581863246,
1152
		0.01837585653885406,
1153
		0.026237060796034405,
1154
		0.0011255285026971862,
1155
		0.08704125965884241,
1156
		0.10156349322058608,
1157
		0.06660562764251349,
1158
		0.023434319871701415,
1159
		0.010777081207173057,
1160
		0.005409534917626476,
1161
		0.003123487388832191,
1162
		0.0028762210234728096,
1163
		0.0089995626184575,
1164
		0.07518297127861205,
1165
		0.2314868056568013,
1166
		0.002226563639014434,
1167
		0.003285610147251786,
1168
		0.0027455897361131363,
1169
		0.2724537104534189,
1170
		0.0016655489138358362,
1171
		0.0019209797346551977,
1172
		0.0022137337804344656,
1173
		0.17690392185449774,
1174
		0.0014532730718763668,
1175
		0.0024994897215337513,
1176
		0.015302522233561744,
1177
		0.003441901151771395,
1178
		0.015303688584341741,
1179
		0.09314593964134713,
1180
		0.0017833503426155418,
1181
		0.0005108616416387229,
1182
		0.017828838023035427,
1183
		0.010385187345094037,
1184
		0.003168975069252078,
1185
		0.01902901297565243,
1186
		0.005525003644846187,
1187
		0.0010088934246974776,
1188
		0.0009272488700976819,
1189
		0.036282840064149294,
1190
		0.0022977110365942554,
1191
		0.0766805656801283,
1192
		0.22270418428342326,
1193
		0.005283569033386791,
1194
		0.007155562035282111,
1195
		0.01173582154833066,
1196
		0.1715620352821111,
1197
		0.003925936725470185,
1198
		0.004425134859308937,
1199
		0.020040239101909902,
1200
		0.14243242455168392,
1201
		0.0016737133692958156,
1202
		0.0066808572678232975,
1203
		0.011980755212130047,
1204
		0.012638577052048404,
1205
		0.07206065024055984,
1206
		0.08115701997375711,
1207
		0.00710424260096224,
1208
		0.0007278028867181805,
1209
		0.02347630849978131,
1210
		0.04595538708266512,
1211
		0.01481965301064295,
1212
		0.013925061962385188,
1213
		0.0018125091121154687,
1214
		0.00529173348884677,
1215
		0.0016340574427759146,
1216
		0.03072401224668319,
1217
		0.0023746901880740633,
1218
		0.25174165330223064,
1219
		0.06673392622831317,
1220
		0.00878378772415804,
1221
		0.03956261845750109,
1222
		0.010077270739174807,
1223
		0.0844787869951888,
1224
		0.00985216503863537,
1225
		0.004973319725907567,
1226
		0.01893220586091267,
1227
		0.11200583175389998,
1228
		0.0028715556203528212,
1229
		0.004095057588569762,
1230
		0.01202391019098994,
1231
		0.01756757544831608,
1232
		0.014825484764542934,
1233
		0.05312961073042717,
1234
		0.06746872721971132,
1235
		0.003845458521650386,
1236
		0.0210806239976673,
1237
		0.019443067502551394,
1238
		0.08017028721387957,
1239
		0.01825572240851436,
1240
		0.005365213587986587,
1241
		0.01959702580551101,
1242
		0.026184575010934536,
1243
		0.02474879720075813,
1244
		0.002171745152354571,
1245
		0.25827321767021433,
1246
		0.048050153083539875,
1247
		0.01043184137629392,
1248
		0.03930485493512174,
1249
		0.027640180784370902,
1250
		0.03294007872867765,
1251
		0.006474413179763814,
1252
		0.018314039947514214,
1253
		0.015119405161102202,
1254
		0.014706516984983233,
1255
		0.005494678524566263,
1256
		0.03309870243475726,
1257
		0.043864120134130345,
1258
		0.058996355153812505,
1259
		0.06265986295378335,
1260
		0.04633328473538417,
1261
		0.03790756670068523,
1262
		0.0004642076104388394,
1263
		0.037849249161685375,
1264
		0.08369966467415076,
1265
		0.04999679253535501,
1266
		0.02392768625164018,
1267
		0.010998687855372504,
1268
		0.009881323808135296,
1269
		0.003867619186470331,
1270
		0.012434465665548913,
1271
		0.007253535500801866,
1272
		0.11106225397288234,
1273
		0.17624726636535937,
1274
		0.008209943140399476,
1275
		0.008390727511299025,
1276
		0.012682898381688294,
1277
		0.1825653885406036,
1278
		0.001538416678816154,
1279
		0.004590756670068524,
1280
		0.008710307625018223,
1281
		0.1299513048549351,
1282
		0.002677941390873305,
1283
		0.012309666132089225,
1284
		0.014087184720804781,
1285
		0.01199941682461,
1286
		0.031246537396121883,
1287
		0.07206648199445984,
1288
		0.008254264470039366,
1289
		0.0007033095203382417,
1290
		0.007034261554162415,
1291
		0.006599212713223502,
1292
		0.013906400349905234,
1293
		0.050098265053214755,
1294
		0.007133401370462167,
1295
		0.017750692520775622,
1296
		0.0008257763522379356,
1297
		0.03918821985712203,
1298
		0.06015454147834961,
1299
	);
1300
}
1301