Closed, Handicapped Equipped, Men and Women, Step |
| FridayNoon |
mi |
For Today AA |
Depot Coffeehouse |
9451 Excelsior Boulevard |
Hopkins |
Child Friendly, Discussion, Handicapped Equipped, Men and Women, Open |
| FridayNoon |
mi |
Primary Purpose |
Ebenezer Ridges Care Ctr Chapel |
13820 Community Drive |
Burnsville |
Closed, Handicapped Equipped, Men and Women, Step & Tradition |
| FridayNoon |
mi |
Squad 33 |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Handicapped Equipped, Men and Women, Open, Step |
| FridayNoon |
mi |
High Noon |
Gratitude Group |
5748 Nicollet Avenue South |
Minneapolis, Southwest |
Child Friendly, Men and Women, Open, Topic |
| FridayNoon |
mi |
Hope's on Penn |
Hope's on Penn |
6706 Penn Ave S |
Richfield |
Closed, Handicapped Equipped, Men and Women, Step, Topic |
| FridayNoon |
mi |
Men's Meeting Men |
Monticello Alano |
2025 West River Street |
Monticello |
Closed, Handicapped Equipped, Men |
| FridayNoon |
mi |
Mainstreeters AA Group |
Oak Knoll Lutheran Church (West End of Bldg) |
610 Hopkins Crossroad |
Minnetonka |
Child Friendly, Discussion, Handicapped Equipped, Men and Women, Open |
| FridayNoon |
mi |
Silver & Sober |
St. John's Episcopal Church |
4201 Sheridan Ave S |
Minneapolis, Southwest |
Closed, Discussion, Handicapped Equipped, Men and Women, Topic |
| FridayNoon |
mi |
Life is Good |
West Suburban Alano |
5235 Woodhill Rd |
Minnetonka |
Handicapped Equipped, Men and Women, Open |
| Friday12:30 pm |
mi |
Big Book-The First 164 Pages |
West Suburban Alano |
5235 Woodhill Rd |
Minnetonka |
Big Book, Handicapped Equipped, Men and Women, Open |
| Friday4:30 pm |
mi |
There is a Solution Women |
Sahara Club |
3408 Dakota Ave S |
St. Louis Park |
Big Book, Closed, Handicapped Equipped, Women |
| Friday5:30 pm |
mi |
Andover Alano Squad 9 |
Andover Alano (Old St Patrick's Church) |
3556 181st Avenue Northwest |
Andover |
Closed, Men and Women, Step |
| Friday5:30 pm |
mi |
Squad 27 Happy Hour |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Big Book, Handicapped Equipped, Men and Women, Open |
| Friday5:45 pm |
mi |
Squad 45 Women |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Handicapped Equipped, Open, Step, Women |
| Friday6:00 pm |
mi |
Friday 6:00pm Meeting |
Dakota Alano |
3920 Rahn Road |
Eagan |
Men and Women, Open |
| Friday6:00 pm |
mi |
SOS - Sisters of Sobriety Women |
Elk River Alano |
9231 O'Dean Avenue Northeast |
Elk River |
Big Book, Closed, Women |
| Friday6:00 pm |
mi |
The Friday Night Shift |
Holy Cross Lutheran Church |
1720 East Minnehaha Parkway |
Minneapolis, Southeast |
Big Book, Child Care, Closed, Handicapped Equipped, Men and Women, Speaker |
| Friday6:00 pm |
mi |
Ladies Night Happy Hour Women |
Mercy Commons Covenant Church |
4201 W 50th St |
Edina |
Big Book, Closed, Handicapped Equipped, Women |
| Friday6:00 pm |
mi |
Squad H HIT SQUAD Men |
Oak Knoll Lutheran Church (West End of Bldg) |
610 Hopkins Crossroad |
Minnetonka |
Closed, Discussion, Men, Step & Tradition, Topic |
| Friday6:00 pm |
mi |
Squad 4B |
Richfield Bloomington Alano |
9321 Bryant Avenue South |
Bloomington |
Handicapped Equipped, Men and Women, Open, Step |
| Friday6:00 pm |
mi |
Squad 4J |
Richfield Bloomington Alano |
9321 Bryant Avenue South |
Bloomington |
Big Book, Handicapped Equipped, Men and Women, Open |
| Friday6:00 pm |
mi |
Open Arms Women |
Sahara Club |
3408 Dakota Ave S |
St. Louis Park |
Big Book, Closed, Handicapped Equipped, Women |
| Friday6:15 pm |
mi |
T.G.I.F. Women's AA Group Women |
Epworth United Methodist Church |
3207 37th Avenue South |
Minneapolis, Southeast |
Closed, Step & Tradition, Women |
| Friday6:15 pm |
mi |
Blaisdell Women's AA Group GLBT Women |
Plymouth Congregational Church |
1900 Nicollet Avenue South |
Minneapolis, Downtown |
Closed, Handicapped Equipped, Step, Women |
| Friday6:30 pm |
mi |
Squad 164 |
Anoka Today Alano |
2700 North Ferry Street |
Anoka |
Closed, Handicapped Equipped, Men and Women |
| Friday6:30 pm |
mi |
Squad 51 Friday 6:30 PM Mtg |
Bloomington Groups |
2062 W 98th St |
Bloomington |
Men and Women, Open |
| Friday6:30 pm |
mi |
Squad 57 6:30 Men |
Bloomington Groups |
2062 W 98th St |
Bloomington |
Closed, Men, Step |
| Friday6:30 pm |
mi |
Friday 6:30pm Mtg |
Eagan-Burnsville-Savage Grps |
1959 Shawnee Rd |
Eagan |
Closed, Men and Women, Step, Topic |
| Friday6:30 pm |
mi |
Step by Step |
Hope Community Church |
9623 162nd Street West |
Lakeville |
Big Book, Closed, Men and Women |
| Friday6:30 pm |
mi |
Friday 6:30pm Meeting |
Lakers Alano |
4646 Colorado Street Southeast |
Prior Lake |
Closed, Discussion, Men and Women |
| Friday6:30 pm |
mi |
G-Men AA Men |
Salvation Army |
900 North 4th Street |
Minneapolis, Downtown |
Big Book, Closed, Men |
| Friday6:30 pm |
mi |
AA Squad X Women's Group Women |
Twin Lake Alano |
4938 Brooklyn Boulevard |
Brooklyn Center |
Open, Step, Women |
| Friday6:30 pm |
mi |
Squad L |
Twin Lake Alano |
4938 Brooklyn Boulevard |
Brooklyn Center |
Closed, Men and Women |
| Friday7:00 pm |
mi |
Squad 15 Men's Group Men |
Alano Society of Minneapolis |
2218 1st Ave S |
Minneapolis, Southeast |
Closed, Men, Step |
| Friday7:00 pm |
mi |
Sinking Ship AA (formerly Progress Valley) |
Aldrich Ave. Presbyterian Church |
3501 Aldrich Avenue South |
Minneapolis, Southwest |
Men and Women, Open, Step |
| Friday7:00 pm |
mi |
Squad 6 |
Blaine Alano |
13536 Highway 65 Northeast |
Minneapolis, Northeast |
Handicapped Equipped, Men and Women, Open, Step & Tradition |
| Friday7:00 pm |
mi |
Squad 6 |
Blaine Alano |
13536 MN-65 |
Blaine |
Handicapped Equipped, Men and Women, Open, Step & Tradition |
| Friday7:00 pm |
mi |
Fairhaven AA Group |
Concordia Lutheran Church |
13455 Bluffton Road |
Fairhaven |
Men and Women, Open |
| Friday7:00 pm |
mi |
Squad 1 |
Coon Rapids Alano |
1635 Coon Rapids Boulevard Northwest |
Coon Rapids |
Big Book, Handicapped Equipped, Men and Women, Open |
| Friday7:00 pm |
mi |
Squad 46 Into Action Women |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Big Book, Handicapped Equipped, Open, Women |
| Friday7:00 pm |
mi |
Friday Night Lights |
Gratitude Group |
5748 Nicollet Avenue South |
Minneapolis, Southwest |
Big Book, Child Friendly, Men and Women, Open |
| Friday7:00 pm |
mi |
Friday 12 x 12 |
Isanti Alano |
1582 County Road 5 Northwest |
Isanti |
Closed, Men and Women, Step & Tradition |
| Friday7:00 pm |
mi |
Back to Basics GLBT |
Minnehaha United Church of Christ |
4001 38th Avenue South |
Minneapolis, Southeast |
Discussion, Men and Women, Open |
| Friday7:00 pm |
mi |
Fort Snelling AA |
MN Veteren's Home |
5101 Minnehaha Avenue |
Minneapolis, Southeast |
Handicapped Equipped, Men and Women, Open, Topic |
| Friday7:00 pm |
mi |
Live or Die (The Choice Is Yours) |
Oak Knoll Lutheran Church (West End of Bldg) |
610 Hopkins Crossroad |
Minnetonka |
Big Book, Closed, Handicapped Equipped, Men and Women |
| Friday7:00 pm |
mi |
Squad 4AA Women |
Richfield Bloomington Alano |
9321 Bryant Avenue South |
Bloomington |
Discussion, Handicapped Equipped, Open, Women |
| Friday7:00 pm |
mi |
From the Heart |
St Paul's United Church of Christ |
201 Buffalo Street |
Delano |
Men and Women, Open, Speaker |
| Friday7:00 pm |
mi |
Parkview AA Group |
St. Stephen's Episcopal Church |
4439 W 50th St |
Edina |
Closed, Men and Women, Step |
| Friday7:00 pm |
mi |
Squad 46 |
U of M Med Ctr-Fairview East Building |
2414 S 7th St |
Minneapolis, Southeast |
Closed, Handicapped Equipped, Men and Women |
| Friday7:15 pm |
mi |
South East AA Meeting/ Somalian Spoken |
Philips Community Bldg. |
2323 11th Ave S |
Minneapolis, Southeast |
Handicapped Equipped, Men and Women, Open, Step |
| Friday7:30 pm |
mi |
Beltline Friday Men's AA Group Men |
Beltline Industrial Park |
3440 Beltline Boulevard |
St. Louis Park |
Closed, Men |
| Friday7:30 pm |
mi |
Edina Open Speaker Meeting |
Christ Presbyterian Church |
6901 Normandale Road |
Edina |
Child Friendly, Handicapped Equipped, Men and Women, Open, Speaker |
| Friday7:30 pm |
mi |
Coon Rapids Friday Night Group |
Coon Rapids Civic Center |
11155 Robinson Drive Northwest |
Coon Rapids |
Discussion, Handicapped Equipped, Men and Women, Open |
| Friday7:30 pm |
mi |
Three Legacies ASL |
Cross of Glory Church |
4600 Shady Oak Road |
Hopkins |
ASL Provided, Child Friendly, Handicapped Equipped, Men and Women, Open, Speaker |
| Friday7:30 pm |
mi |
Dassel AA |
Dassel City Hall |
460 3rd Street North |
Dassel |
Child Care, Discussion, Handicapped Equipped, Men and Women, Open |
| Friday7:30 pm |
mi |
Our Sober AA Group |
Epiphany Catholic Church |
11001 Hanson Boulevard Northwest |
Coon Rapids |
Closed, Men and Women, Topic |
| Friday7:30 pm |
mi |
Squad 10 Men |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Discussion, Handicapped Equipped, Men, Open |
| Friday7:30 pm |
mi |
Squad 14 Women |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Closed, Handicapped Equipped, Step, Women |
| Friday7:30 pm |
mi |
Squad 20 |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Handicapped Equipped, Men and Women, Open |
| Friday7:30 pm |
mi |
Squad 21 |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Handicapped Equipped, Men and Women, Open, Step |
| Friday7:30 pm |
mi |
Squad 43 Vietnam Vets Men |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Handicapped Equipped, Men, Open, Step |
| Friday7:30 pm |
mi |
Amazing Grace AA |
Grace Lutheran Church |
7800 County Road 42 |
Apple Valley |
Closed, Handicapped Equipped, Men and Women, Step & Tradition |
| Friday7:30 pm |
mi |
Sobriety Society AA Group |
Grace Trinity Community Church |
1430 W 28th St |
Minneapolis, Southwest |
Child Friendly, Discussion, Handicapped Equipped, Men and Women, Open, Topic |
| Friday7:30 pm |
mi |
Overcomer AA Group |
High Praise Ministries |
1200 North 7th Street |
Minneapolis, North |
Child Friendly, Handicapped Equipped, Men and Women, Open, Topic |
| Friday7:30 pm |
mi |
BYOBB |
Holy Trinity Church |
1300 Main Street East |
New Prague |
Big Book, Child Friendly, Handicapped Equipped, Men and Women, Open |
| Friday7:30 pm |
mi |
Squad 4 |
New Hope Alano |
7550 Bass Lake Rd |
New Hope |
Closed, Handicapped Equipped, Men and Women, Step & Tradition |
| Friday7:30 pm |
mi |
Squad 42 |
New Hope Alano |
7550 Bass Lake Rd |
New Hope |
Handicapped Equipped, Men and Women, Open |
| Friday7:30 pm |
mi |
Squad 8 |
New Hope Alano |
7550 Bass Lake Rd |
New Hope |
Child Friendly, Handicapped Equipped, Men and Women, Open, Step |
| Friday7:30 pm |
mi |
Friday Night AA |
Our Fathers Lutheran Church |
3903 Gilbert Ave SE |
Rockford |
Child Friendly, Discussion, Handicapped Equipped, Men and Women, Open, Topic |
| Friday7:30 pm |
mi |
Sahara 11th Step Meditation |
Sahara Club |
3408 Dakota Ave S |
St. Louis Park |
Handicapped Equipped, Men and Women, Open |
| Friday7:30 pm |
mi |
Vida y Esperanza AA |
Saint Paul Lutheran Church |
2742 15th Ave S |
Minneapolis, Southeast |
Handicapped Equipped, Men and Women, Open, Spanish Speaking, Step |
| Friday7:30 pm |
mi |
Desire Meeting |
Spirit of Christ Community Church |
5801 Minnetonka Boulevard |
St. Louis Park |
Closed, Handicapped Equipped, Men and Women, Step & Tradition |
| Friday7:30 pm |
mi |
Hit Squad-2 |
Suburban North Alano |
15486 Territorial Road |
Maple Grove |
Closed, Men and Women |
| Friday7:30 pm |
mi |
Squad 11 |
Suburban North Alano |
15486 Territorial Road |
Maple Grove |
Men and Women, Open |
| Friday7:30 pm |
mi |
Hit Squad- 2 |
Suburban North Alano (in Maple Grove) |
15486 Territorial Road |
Osseo |
Closed, Men and Women |
| Friday7:30 pm |
mi |
Squad 11 |
Suburban North Alano (in Maple Grove) |
15486 Territorial Road |
Osseo |
Men and Women, Open |
| Friday7:30 pm |
mi |
Friday Night At The Hall |
The Hall |
4805 Welcome Ave N |
Crystal |
Child Care, Discussion, Men and Women, Open |
| Friday7:30 pm |
mi |
Queer Ideas of Fun |
The Pride Institute |
14400 Martin Dr |
Eden Prairie |
Child Friendly, Handicapped Equipped, Men and Women, Open, Speaker |
| Friday7:30 pm |
mi |
Friday Group |
Twenty Four Hundred Club (enter back door) |
2400 Blaisdell Avenue |
Minneapolis, Southwest |
Closed, Men and Women |
| Friday7:30 pm |
mi |
El Despertar |
Welcome Bienvenidos Lutheran Church |
3751 17th Avenue South |
Minneapolis, Southeast |
Men and Women, Open, Spanish Speaking, Step |
| Friday8:00 pm |
mi |
Oasis AA Groups |
7630 145th Street West, Suite 100 |
7630 145th Street West |
Apple Valley |
Men and Women, Open, Step & Tradition |
| Friday8:00 pm |
mi |
Squad 37 |
Alano Society of Minneapolis |
2218 1st Ave S |
Minneapolis, Southeast |
Handicapped Equipped, Men and Women, Open |
| Friday8:00 pm |
mi |
General Meeting |
Anoka Today Alano |
2700 North Ferry Street |
Anoka |
Handicapped Equipped, Men and Women, Open |
| Friday8:00 pm |
mi |
Bloomington Alano Squad 52 |
Bloomington Groups |
2062 W 98th St |
Bloomington |
Men and Women, Open, Step & Tradition |
| Friday8:00 pm |
mi |
Squad 53 Friday 8:00 Men's Mtg Men |
Bloomington Groups |
2062 W 98th St |
Bloomington |
Men, Open, Step |
| Friday8:00 pm |
mi |
Squad 55 Fri Men's Into Action Men |
Bloomington Groups |
2062 W 98th St |
Bloomington |
Closed, Men, Step |
| Friday8:00 pm |
mi |
Cavalier Friday Night |
Cavalier Club |
7179 Washington Ave S |
Edina |
Handicapped Equipped, Men and Women, Open |
| Friday8:00 pm |
mi |
Friday 8:00pm Meeting |
Dakota Alano |
3920 Rahn Road |
Eagan |
Men and Women, Open |
| Friday8:00 pm |
mi |
Squad 6 "DOWG" |
Elk River Alano |
9231 O'Dean Avenue Northeast |
Elk River |
Big Book, Closed, Men and Women |
| Friday8:00 pm |
mi |
Waconia Friday Nite |
Faith Lutheran Church |
800 Waconia Parkway North |
Waconia |
Closed, Discussion, Men and Women |
| Friday8:00 pm |
mi |
Second Chance AA |
Five Star Recovery Center (Suite 110 B) |
102 East 2nd Street |
Chaska |
Men and Women, Open |
| Friday8:00 pm |
mi |
AA Group at Gloria Dei |
Gloria Dei Lutheran Church |
3014 NE McKinley St |
Minneapolis, Northeast |
Handicapped Equipped, Men and Women, Open |
| Friday8:00 pm |
mi |
Hillside AA Group |
Grace United Methodist Church |
15309 Maple Island Road |
Burnsville |
Closed, Discussion, Handicapped Equipped, Men and Women |
| Friday8:00 pm |
mi |
Friday Night Candlelight AA |
Hutchinson Alano |
1170 MN-7 |
Hutchinson |
Closed, Discussion, Men and Women, Topic |
| Friday8:00 pm |
mi |
Third Traditon AA Meeting (Northfield) |
Hwy 19 & Oddfellow Ln |
State Hwy 19 |
Northfield |
Men and Women, Open, Speaker |
| Friday8:00 pm |
mi |
Friday 8:00pm Meeting |
Lakers Alano |
4646 Colorado Street Southeast |
Prior Lake |
Discussion, Men and Women, Open |
| Friday8:00 pm |
mi |
Foundation Stone |
Linden Hills United Church of Christ |
4200 Upton Avenue South |
Minneapolis, Southwest |
Big Book, Closed, Men and Women |
| Friday8:00 pm |
mi |
Minnetonka Alano Groups |
Minnetonka Alano |
2760 Fox Street |
Orono |
Closed, Men and Women |
| Friday8:00 pm |
mi |
Minnetonka Alano Groups |
Minnetonka Alano |
2760 Fox Street |
Orono |
Closed, Men and Women |
| Friday8:00 pm |
mi |
Friday Freedom Seekers |
Monticello Alano |
2025 West River Street |
Monticello |
Closed, Handicapped Equipped, Men and Women, Step & Tradition |
| Friday8:00 pm |
mi |
River City Round-Up AA |
Moravian Church (back door) |
115 East 4th Street |
Chaska |
Child Friendly, Discussion, Handicapped Equipped, Men and Women, Open, Topic |
| Friday8:00 pm |
mi |
Belle Plaine Friday Night Group |
Old Lutheran Church |
201 South Chestnut Street |
Belle Plaine |
Big Book, Closed, Men and Women |
| Friday8:00 pm |
mi |
Squad 4Z |
Richfield Bloomington Alano |
9321 Bryant Avenue South |
Bloomington |
Big Book, Handicapped Equipped, Men and Women, Open |
| Friday8:00 pm |
mi |
Squad 4A |
Richfield Bloomington Alano |
9321 Bryant Avenue South |
Bloomington |
Handicapped Equipped, Men and Women, Open, Step |
| Friday8:00 pm |
mi |
Friday Meeting |
Rosemount AA Groups |
14555 S Robert Trail |
Rosemount |
Men and Women, Open |
| Friday8:00 pm |
mi |
Friday Friends |
St. Albert's Catholic Church -entrance behind church from 33rd Ave |
2834 33rd Ave S |
Minneapolis, Southeast |
Men and Women, Open |
| Friday8:00 pm |
mi |
As Bill Sees It |
Tonka Alano |
5098 3 Points Blvd |
Mound |
Discussion, Handicapped Equipped, Men and Women, Open, Topic |
| Friday8:00 pm |
mi |
Three Points Group |
Tonka Alano |
5098 3 Points Blvd |
Mound |
Handicapped Equipped, Men and Women, Open, Step & Tradition |
| Friday8:00 pm |
mi |
New Nicollet Group |
Woodlake Lutheran Church |
7500 Oliver Avenue South |
Richfield |
Big Book, Handicapped Equipped, Men and Women, Open |
| Friday8:08 pm |
mi |
Squad 29 8:08 Young Persons |
Blaine Alano |
13536 MN-65 |
Blaine |
Handicapped Equipped, Men and Women, Open, Topic |
| Friday8:30 pm |
mi |
Squad 70 |
U of M Med Ctr Fairview North Bldg |
525 23rd Ave S |
Minneapolis, Southeast |
Handicapped Equipped, Men and Women, Open |
| Friday10:00 pm |
mi |
Lava Lounge Candlelight 4G |
Richfield Bloomington Alano |
9321 Bryant Avenue South |
Bloomington |
Handicapped Equipped, Men and Women, Open, Step & Tradition |
| Friday11:00 pm |
mi |
Friday Night Candlelight AA Meeting |
Bloomington Groups |
2062 W 98th St |
Bloomington |
Discussion, Men and Women, Open, Step, Topic |
| Saturday7:00 am |
mi |
Men at Peace Men |
Methodist Church of Peace |
6345 Xerxes Ave S |
Richfield |
Closed, Handicapped Equipped, Men, Step |
| Saturday7:15 am |
mi |
The Leftovers Men |
Sahara Club |
3408 Dakota Ave S |
St. Louis Park |
Closed, Handicapped Equipped, Men, Step |
| Saturday8:00 am |
mi |
Squad 20 Men |
Anoka Today Alano |
2700 North Ferry Street |
Anoka |
Closed, Handicapped Equipped, Men |
| Saturday8:00 am |
mi |
For Today AA |
Depot Coffeehouse |
9451 Excelsior Boulevard |
Hopkins |
Child Friendly, Discussion, Handicapped Equipped, Men and Women, Open |
| Saturday8:00 am |
mi |
Saturday AM Meeting |
Tonka Alano |
5098 3 Points Blvd |
Mound |
Handicapped Equipped, Men and Women, Open, Step |
| Saturday8:00 am |
mi |
Saturday Morning Men's Meeting Men |
West Suburban Alano |
5235 Woodhill Rd |
Minnetonka |
Closed, Handicapped Equipped, Men, Topic |
| Saturday8:05 am |
mi |
Squad 2 |
Coon Rapids Alano |
1635 Coon Rapids Boulevard Northwest |
Coon Rapids |
Handicapped Equipped, Men and Women, Open |
| Saturday8:30 am |
mi |
Ridge Runners II AA |
Peace Reformed Church |
2180 Glory Drive |
Eagan |
Closed, Discussion, Men and Women |
| Saturday8:30 am |
mi |
Amigos AA Group |
Pepito's Restaurant |
4820 Chicago Avenue South |
Minneapolis, Southeast |
Closed, Men and Women |
| Saturday8:45 am |
mi |
Sahara Saturday Men's AA Men |
Sahara Club |
3408 Dakota Ave S |
St. Louis Park |
Closed, Handicapped Equipped, Men, Step |
| Saturday9:00 am |
mi |
Amigo's II |
Bethel Evangelical Lutheran Church |
4120 17th Avenue South |
Minneapolis, Southeast |
Child Care, Closed, Discussion, Handicapped Equipped, Men and Women |
| Saturday9:00 am |
mi |
Squad 3 |
Blaine Alano |
13536 MN-65 |
Blaine |
Handicapped Equipped, Men and Women, Open |
| Saturday9:00 am |
mi |
Squad 2 |
Blaine Alano |
13536 MN-65 |
Blaine |
Handicapped Equipped, Men and Women, Open |
| Saturday9:00 am |
mi |
Saturday 9:00am Meeting |
Dakota Alano |
3920 Rahn Road |
Eagan |
Men and Women, Open |
| Saturday9:00 am |
mi |
Thunderbird AA Group |
Denny’s Restaurant |
815 East 78th Street |
Bloomington |
Big Book, Closed, Men and Women |
| Saturday9:00 am |
mi |
Squad 11/Saturday Morning Big Book Study |
Elk River Alano |
9231 O'Dean Avenue Northeast |
Elk River |
Big Book, Closed, Men and Women |
| Saturday9:00 am |
mi |
Lakeville Big Book Meeting |
Family of Christ Church |
10970 185th St W |
Lakeville |
Big Book, Closed, Handicapped Equipped, Men and Women |
| Saturday9:00 am |
mi |
Mix Hazel Nuts Big Book Meeting |
Hazelden / Betty Ford Center |
7001 E Fish Lake Rd |
Maple Grove |
Big Book, Closed, Handicapped Equipped, Men and Women |
| Saturday9:00 am |
mi |
Promises Group |
Knox Presbyterian Church |
4747 Lyndale Ave S |
Minneapolis, Southwest |
Men and Women, Open, Step |
| Saturday9:00 am |
mi |
Delano Saturday Morning AA |
Light of Christ Church |
3976 County Line Road Southeast |
Delano |
Handicapped Equipped, Men and Women, Open, Step & Tradition |
| Saturday9:00 am |
mi |
Saturday Sisters Women |
Pax Christi Church |
12100 Pioneer Trail |
Eden Prairie |
Big Book, Closed, Women |
| Saturday9:00 am |
mi |
7 Hi AA Group |
River Ridge Building |
17717 Highway 7 |
Minnetonka |
Handicapped Equipped, Men and Women, Open, Step & Tradition |
| Saturday9:00 am |
mi |
Oasis AM |
St John's Lutheran Church- Use Side Door - Use Side Door |
119 8th Avenue West |
Shakopee |
Child Friendly, Discussion, Handicapped Equipped, Men and Women, Open |
| Saturday9:00 am |
mi |
Saturday Buffalo 12 X 12 |
United Methodist Church |
609 8th Street Northwest |
Buffalo |
Men and Women, Open, Step & Tradition |
| Saturday9:00 am |
mi |
Women on the Wagon-WOW Women |
West Suburban Alano |
5235 Woodhill Rd |
Minnetonka |
Closed, Discussion, Handicapped Equipped, Women |
| Saturday9:15 am |
mi |
Minnetonka Alano Groups |
Minnetonka Alano |
2760 Fox Street |
Orono |
Big Book, Men and Women, Open |
| Saturday9:30 am |
mi |
Andover Alano Saturday 9:30 A.M. |
Andover Alano (Old St Patrick's Church) |
3556 181st Avenue Northwest |
Andover |
Men and Women, Open, Step & Tradition |
| Saturday9:30 am |
mi |
Squad 13 |
Anoka Today Alano |
2700 North Ferry Street |
Anoka |
Handicapped Equipped, Men and Women, Open |
| Saturday9:30 am |
mi |
Beltline Satuday AM Big Book Mtg. |
Beltline Industrial Park |
3440 Beltline Boulevard |
St. Louis Park |
Big Book, Closed, Men and Women |
| Saturday9:30 am |
mi |
Saturday Morning Meeting |
Lakers Alano |
4646 Colorado Street Southeast |
Prior Lake |
Discussion, Men and Women, Open |
| Saturday9:30 am |
mi |
Fourth Dimension AA Group |
Lutheran Church of the Living Christ |
820 Lake Drive |
Chanhassen |
Big Book, Closed, Men and Women |
| Saturday9:30 am |
mi |
Saturday Morning Stories from the Grapevine |
Rosemount AA Groups |
14555 S Robert Trail |
Rosemount |
Discussion, Men and Women, Open |
| Saturday9:30 am |
mi |
St. Luke's Saturday A.M. Men's AA Group Men |
St. Luke's Episcopal Church |
4557 Colfax Avenue South |
Minneapolis, Southwest |
Closed, Handicapped Equipped, Men, Topic |
| Saturday9:30 am |
mi |
Step Sisters of Northfield Women |
UCC Church |
300 Union Street |
Northfield |
Closed, Step & Tradition, Women |
| Saturday9:30 am |
mi |
Howard Lake-Waverly AA Group |
Waverly City Hall |
502 Atlantic Ave |
Waverly |
Handicapped Equipped, Men and Women, Open |
| Saturday10:00 am |
mi |
Thunderbird AA Group |
Denny’s Restaurant |
815 East 78th Street |
Bloomington |
Closed, Handicapped Equipped, Men and Women, Step |
| Saturday10:00 am |
mi |
Squad 16 Step Sisters Women |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Handicapped Equipped, Open, Step, Women |
| Saturday10:00 am |
mi |
Saturday Morning AA Fellowship |
Grace Fellowship Church |
8601 101st Ave N |
Brooklyn Park |
Big Book, Men and Women, Open, Speaker, Step, Step & Tradition |
| Saturday10:00 am |
mi |
Hope's on Penn Morning AA |
Hope's on Penn |
6706 Penn Ave S |
Richfield |
Handicapped Equipped, Men and Women, Open, Topic |
| Saturday10:00 am |
mi |
SOS AA Group |
Incarnation Catholic Church |
3817 Pleasant Ave |
Minneapolis, Southwest |
Men and Women, Open |
| Saturday10:00 am |
mi |
Big Book Meeting Men |
Isanti Alano |
1582 County Road 5 Northwest |
Isanti |
Big Book, Closed, Men |
| Saturday10:00 am |
mi |
Saturday Morning Fever Men |
Mercy Commons Covenant Church |
4201 W 50th St |
Edina |
Closed, Discussion, Men, Speaker, Topic |
| Saturday10:00 am |
mi |
AA Orientation Meeting |
Mizpah United Church of Christ |
412 5th Avenue North |
Hopkins |
Child Friendly, Handicapped Equipped, Men and Women, Open, Speaker |
| Saturday10:00 am |
mi |
Squad 6 |
New Hope Alano |
7550 Bass Lake Rd |
New Hope |
Closed, Handicapped Equipped, Men and Women, Step |
| Saturday10:00 am |
mi |
Saturday Morning Serenity Seekers |
Pillar of Grace Church |
830 4th Avenue Southwest |
New Prague |
Child Friendly, Handicapped Equipped, Men and Women, Open, Step & Tradition |
| Saturday10:00 am |
mi |
Saturday Morning AA |
Princeton Alano |
1315 North 3rd Street |
Princeton |
Men and Women, Open, Topic |
| Saturday10:00 am |
mi |
Mc Rae AA Squad |
St. James Lutheran Church (EnterBack Off Alley) |
4854 Portland Avenue |
Minneapolis, Southeast |
Discussion, Men and Women, Open |
| Saturday10:00 am |
mi |
Squad 10 Women |
Suburban North Alano |
15486 Territorial Road |
Maple Grove |
Big Book, Open, Women |
| Saturday10:00 am |
mi |
Squad 10 Women |
Suburban North Alano (in Maple Grove) |
15486 Territorial Road |
Osseo |
Big Book, Open, Women |
| Saturday10:10 am |
mi |
Squad 10 |
Blaine Alano |
13536 MN-65 |
Blaine |
Big Book, Handicapped Equipped, Men and Women, Open |
| Saturday10:30 am |
mi |
Women's Saturday Squad 67 Women |
Bloomington Groups |
2062 W 98th St |
Bloomington |
Closed, Step, Women |
| Saturday10:30 am |
mi |
North Oaks on Emerson |
North Oaks on Emerson |
2929 Emerson Avenue North |
Minneapolis, North |
Handicapped Equipped, Men and Women, Open, Topic |
| Saturday10:30 am |
mi |
GLBT Breakfast Club AA Group |
Plymouth Congregational Church |
1900 Nicollet Avenue South |
Minneapolis, Downtown |
Men and Women, Open, Step & Tradition |
| Saturday10:30 am |
mi |
University AA Group |
Prospect Park Methodist Church (use side entrance) |
22 Southeast Orlin Avenue |
Minneapolis, Southeast |
Handicapped Equipped, Men and Women, Open, Step & Tradition |
| Saturday10:30 am |
mi |
Squad 5C |
Richfield Bloomington Alano |
9321 Bryant Avenue South |
Bloomington |
Handicapped Equipped, Men and Women, Open |
| Saturday10:30 am |
mi |
North Road AA |
St. Mark's Lutheran Church |
1 North Road |
Circle Pines |
Closed, Men and Women |
| Saturday10:30 am |
mi |
Squad P Men |
Twin Lake Alano |
4938 Brooklyn Boulevard |
Brooklyn Center |
Closed, Men |
| Saturday11:00 am |
mi |
Saturday Morning Big Book Study - Squad 12 |
Alano Society of Minneapolis |
2218 1st Ave S |
Minneapolis, Southeast |
Big Book, Men and Women, Open |
| Saturday11:00 am |
mi |
Saturday Morning Big Book Study - Squad 23 |
Alano Society of Minneapolis |
2218 1st Ave S |
Minneapolis, Southeast |
Big Book, Child Friendly, Handicapped Equipped, Men and Women, Open |
| Saturday11:00 am |
mi |
Saturday 11:00am Meeting |
Dakota Alano |
3920 Rahn Road |
Eagan |
Men and Women, Open |
| Saturday11:00 am |
mi |
Pass It On |
Holy Name Church |
County Road 24 |
Plymouth |
Big Book, Men and Women, Open |
| Saturday11:00 am |
mi |
Pass It On |
Holy Name Church |
155 County Road 24 |
Medina |
Big Book, Handicapped Equipped, Men and Women, Open |
| Saturday11:00 am |
mi |
Living Sober AA - Big Book, Step & Tradition |
Lutheran Church of the Living Christ |
820 Lake Drive |
Chanhassen |
Big Book, Handicapped Equipped, Men and Women, Open, Step & Tradition |
| Saturday11:00 am |
mi |
No Decaf |
Wayzata Community Church |
125 Wayzata Blvd E |
Wayzata |
Handicapped Equipped, Men and Women, Open, Step |
| Saturday11:30 am |
mi |
Pocket Our Pride |
Grace Trinity Community Church |
1430 W 28th St |
Minneapolis, Southwest |
Big Book, Child Care, Closed, Handicapped Equipped, Men and Women |
| Saturday11:30 am |
mi |
Sacred Circle AA |
Twenty Four Hundred Club (enter back door) |
2400 Blaisdell Avenue |
Minneapolis, Southwest |
Closed, Men and Women, Topic |
| SaturdayNoon |
mi |
Beyond Jitters |
Alano Society of Minneapolis |
2218 1st Ave S |
Minneapolis, Southeast |
Big Book, Child Friendly, Handicapped Equipped, Men and Women, Open |
| SaturdayNoon |
mi |
It's Noon Somewhere |
Bloomington Groups |
2062 W 98th St |
Bloomington |
Discussion, Men and Women, Open |
| SaturdayNoon |
mi |
Cavalier Club Mainstreeters |
Cavalier Club |
7179 Washington Ave S |
Edina |
Handicapped Equipped, Men and Women, Open, Topic |
| SaturdayNoon |
mi |
Squad 25 |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Handicapped Equipped, Men and Women, Open, Step |
| SaturdayNoon |
mi |
High Noon |
Gratitude Group |
5748 Nicollet Avenue South |
Minneapolis, Southwest |
Child Friendly, Men and Women, Open, Topic |
| SaturdayNoon |
mi |
Mainstreeters AA Group (ASL) |
Oak Knoll Lutheran Church (West End of Bldg) |
610 Hopkins Crossroad |
Minnetonka |
ASL Provided, Child Friendly, Handicapped Equipped, Men and Women, Open, Step & Tradition |
| SaturdayNoon |
mi |
Life Is Good |
West Suburban Alano |
5235 Woodhill Rd |
Minnetonka |
Men and Women, Open, Topic |
| Saturday1:00 pm |
mi |
Our Stories Women |
Sahara Club |
3408 Dakota Ave S |
St. Louis Park |
Big Book, Handicapped Equipped, Open, Women |
| Saturday1:15 pm |
mi |
Gratitude Group |
Gratitude Group |
5748 Nicollet Avenue South |
Minneapolis, Southwest |
Child Friendly, Discussion, Men and Women, Open |
| Saturday5:00 pm |
mi |
First Class |
Cross of Glory Church |
4600 Shady Oak Rd |
Hopkins |
Child Friendly, Closed, Handicapped Equipped, Men and Women, Step & Tradition |
| Saturday5:00 pm |
mi |
A Baffled Lot |
East Side Neighborhood Services |
1700 NE 2nd St |
Minneapolis, Northeast |
Handicapped Equipped, Men and Women, Open, Topic |
| Saturday5:00 pm |
mi |
Squad 24 |
Suburban North Alano |
15486 Territorial Road |
Maple Grove |
Closed, Men and Women |
| Saturday5:00 pm |
mi |
Squad 24 |
Suburban North Alano (in Maple Grove) |
15486 Territorial Road |
Osseo |
Closed, Men and Women |
| Saturday5:30 pm |
mi |
Squad 12 |
Elk River Alano |
9231 O'Dean Avenue Northeast |
Elk River |
Big Book, Men and Women, Open |
| Saturday5:30 pm |
mi |
Squad 27 Happy Hour |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Handicapped Equipped, Men and Women, Open, Step |
| Saturday6:00 pm |
mi |
There Is A Solution (Beginners Meeting) |
Dakota Alano |
3920 Rahn Road |
Eagan |
Men and Women, Open, Speaker |
| Saturday6:00 pm |
mi |
Saturday Night AA |
Princeton Alano |
1315 North 3rd Street |
Princeton |
Men and Women, Open, Topic |
| Saturday6:00 pm |
mi |
Squad 5D |
Richfield Bloomington Alano |
9321 Bryant Avenue South |
Bloomington |
Discussion, Handicapped Equipped, Men and Women, Open |
| Saturday6:30 pm |
mi |
Squad 6 |
Anoka Today Alano |
2700 North Ferry Street |
Anoka |
Handicapped Equipped, Men and Women, Open |
| Saturday6:30 pm |
mi |
As You Are |
Buddist Meditation Ctr 2nd Fl |
313 Division Street South |
Northfield |
Closed, Handicapped Equipped, Men and Women, Step & Tradition |
| Saturday6:30 pm |
mi |
Squad Z |
Twin Lake Alano |
4938 Brooklyn Boulevard |
Brooklyn Center |
Big Book, Closed, Men and Women |
| Saturday7:00 pm |
mi |
Saturday Night Fellowship |
Bloomington Groups |
2062 W 98th St |
Bloomington |
Men and Women, Open, Topic |
| Saturday7:00 pm |
mi |
Squad 7 |
Coon Rapids Alano |
1635 Coon Rapids Boulevard Northwest |
Coon Rapids |
Handicapped Equipped, Men and Women, Open |
| Saturday7:00 pm |
mi |
Speaker Meeting & Pin Night |
Fridley Alano |
6279 University Avenue Northeast |
Fridley |
Handicapped Equipped, Men and Women, Open, Speaker |
| Saturday7:00 pm |
mi |
Our Friends Place - Saturday Evening |
Our Friends Place Alano |
3837 Central Avenue Northeast |
Columbia Heights |
Handicapped Equipped, Men and Women, Open, Topic |
| Saturday7:00 pm |
mi |
Squad 9 |
Suburban North Alano |
15486 Territorial Road |
Maple Grove |
Big Book, Men and Women, Open |
| Saturday7:00 pm |
mi |
Squad 9 |
Suburban North Alano (in Maple Grove) |
15486 Territorial Road |
Osseo |
Big Book, Men and Women, Open |
| Saturday7:00 pm |
mi |
Host of Friends "Call Up Meeting" |
West Suburban Alano |
5235 Woodhill Rd |
Minnetonka |
Child Friendly, Handicapped Equipped, Men and Women, Open |
| Saturday7:30 pm |
mi |
Saturday Night Live Open Speaker Meeting |
Basilica School 3rd floor (behind the church) |
1601 Laurel Avenue |
Minneapolis, Downtown |
Handicapped Equipped, Men and Women, Open, Speaker |
| Saturday7:30 pm |
mi |
Squad 4 |
Blaine Alano |
13536 MN-65 |
Blaine |
Handicapped Equipped, Men and Women, Open |
| Saturday7:30 pm |
mi |
Saturday Night AA |
Cambridge Lutheran Church |
621 Old Main Street North |
Cambridge |
Men and Women, Open |
| Saturday7:30 pm |
mi |
Squad 1 (Saturday Night Live) |
New Hope Alano |
7550 Bass Lake Rd |
New Hope |
Handicapped Equipped, Men and Women, Open |
| Saturday7:30 pm |
mi |
Tradition One |
Pilgrim United Methodist Church |
4325 Zachary Lane |
Plymouth |
Handicapped Equipped, Men and Women, Open, Speaker |
| Saturday7:30 pm |
mi |
Saturday Night at Sahara |
Sahara Club |
3408 Dakota Ave S |
St. Louis Park |
Handicapped Equipped, Men and Women, Open, Step & Tradition |
| Saturday7:30 pm |
mi |
Vida y Esperanza AA |
Saint Paul Lutheran Church |
2742 15th Ave S |
Minneapolis, Southeast |
Discussion, Handicapped Equipped, Men and Women, Open, Spanish Speaking |
| Saturday7:30 pm |
mi |
Saturday Night Open Speaker Meeting |
The Common Table |
2001 Riverside Avenue |
Minneapolis, Southeast |
Child Friendly, Handicapped Equipped, Men and Women, Open, Speaker |
| Saturday7:30 pm |
mi |
Saturday Night Greet & Meet |
The Hall |
4805 Welcome Ave N |
Crystal |
Child Care, Men and Women, Open, Speaker |
| Saturday7:30 pm |
mi |
El Despertar |
Welcome Bienvenidos Lutheran Church |
3751 17th Avenue South |
Minneapolis, Southeast |
Men and Women, Open, Spanish Speaking, Step |
| Saturday8:00 pm |
mi |
Oasis AA Groups |
7630 145th Street West, Suite 100 |
7630 145th Street West |
Apple Valley |
Men and Women, Open, Speaker |
| Saturday8:00 pm |
mi |
Speaker Meeting |
Alano Society of Minneapolis |
2218 1st Ave S |
Minneapolis, Southeast |
Handicapped Equipped, Men and Women, Open, Speaker |
| Saturday8:00 pm |
mi |
Squad 21 |
Alano Society of Minneapolis |
2218 1st Ave S |
Minneapolis, Southeast |
Men and Women, Open |
| Saturday8:00 pm |
mi |
Squad 11 Candlelight |
Anoka Today Alano |
2700 North Ferry Street |
Anoka |
Handicapped Equipped, Men and Women, Open |
| Saturday8:00 pm |
mi |
Cavalier Sat. Night AA Meeting |
Cavalier Club |
7179 Washington Ave S |
Edina |
Handicapped Equipped, Men and Women, Open, Step & Tradition |
| Saturday8:00 pm |
mi |
Saturday Night Speaker Mtg |
Eagan-Burnsville-Savage Grps |
1959 Shawnee Rd |
Eagan |
Men and Women, Open, Speaker |
| Saturday8:00 pm |
mi |
Gratitude Group |
Gratitude Group |
5748 Nicollet Avenue South |
Minneapolis, Southwest |
Men and Women, Open, Step |
| Saturday8:00 pm |
mi |
Saturday Night Open Speaker Meeting |
Hutchinson Alano |
1170 Minnesota 7 |
Hutchinson |
Child Friendly, Men and Women, Open, Speaker |
| Saturday8:00 pm |
mi |
Squad 5A |
Richfield Bloomington Alano |
9321 Bryant Avenue South |
Bloomington |
Handicapped Equipped, Men and Women, Open |
| Saturday8:00 pm |
mi |
Saturday Night Meeting |
Rosemount AA Groups |
14555 S Robert Trail |
Rosemount |
Men and Women, Open, Speaker |
| Saturday8:00 pm |
mi |
Squad 1 |
U of M Med Ctr-Fairview East Building |
2414 S 7th St |
Minneapolis, Southeast |
Closed, Handicapped Equipped, Men and Women |
| Saturday8:00 pm |
mi |
Montrose AA Group |
United Methodist Church |
240 West Street |
Montrose |
Closed, Men and Women |
| Saturday11:00 pm |
mi |
Saturday Night Candlelight AA Meeting |
Bloomington Groups |
2062 W 98th St |
Bloomington |
Men and Women, Open, Topic |


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How to Use GSEAPY¶
For command line usage:¶
The enrichr
module will call enrichr-api. You need a gene_list file for input. That’s all.
# An example to use enrichr api
$ gseapy enrichr -i gene_list.txt -g KEGG_2016 -d pathway_enrichment -o test
The replot
module reproduce GSEA desktop version results. The only input for replot module is the location to GSEA results.
# An example to reproduce figures using replot module.
$ gseapy replot -i ./gsea -o gseapy_out
The gsea
module produce GSEAPY results.
The input requries a txt file( FPKM, Expected Counts, TPM, et.al), a cls file, and gene_sets file in gmt format.
# an example to compute using gseapy gsea module
$ gseapy gsea -d gsea_data.txt -c test.cls -g gene_sets.gmt
The prerank
module input expects a pre-ranked gene list dataset with correlation values, which in .rnk format,
and gene_sets file in gmt format. prerank
module is an API to GSEA pre-rank tools.
$ gseapy prerank -r gsea_data.rnk -g gene_sets.gmt -o test
The input files’ formats are identical to GSEA
desktop version.
See example for details, or, see GSEA documentation for more information.
Run gseapy inside python:¶
import gseapy
This will import the following:
- The
enrichr()
function to perform gene set enrichment analysis by calling enrichr online api.
# call enrichr
gseapy.enrichr(gene_list='gene_list.txt', description='pathway_analysis', gene_set='KEGG_2016', outdir='test')
- The
replot()
function to reproduce GSEA desktop results
# An example to reproduce figures using replot module.
gseapy.replot('gsea','gseapy_out')
- The
gsea()
function to computing es,nes,pval,fdr,and generate plots de novo.
# An example to calculate es, nes, pval,fdrs, and produce figures using gseapy.
gseapy.gsea(data='gsea_dat.txt', gene_sets='gene_sets.gmt', cls='test.cls', outdir='gseapy_out',
min_size=15, max_size=1000, permutation_n = 1000, weighted_score_type=1,
permutation_type = 'gene_set', method='log2_ratio_of_classes', ascending=False,
figsize=(6.5,6), format='png')
- The
prerank()
function to computing es,nes,pval,fdr,and generate plots using a pre-ranked gene list.
# An example to calculate es, nes, pval,fdrs, and produce figures using gseapy.
gseapy.prerank(rnk='gsea_data.rnk', gene_sets='ene_sets.gmt', outdir='gseapy_out', min_size=15,
max_size=1000, permutation_n=1000, weighted_score_type=1, ascending=False,
figsize=(6.5,6), format='png')
To See help information of GSEAPY¶
1. gseapy subcommands¶
$ gseapy --help
usage: gseapy [-h] [--version] {gsea,prerank,ssgsea,replot,enrichr} ...
gseapy -- Gene Set Enrichment Analysis in Python
positional arguments:
{gsea,prerank,ssgsea,replot,enrichr}
gsea Main GSEAPY Function: run GSEAPY instead of GSEA.
prerank Using pre-ranked tool to run GSEAPY.
ssgsea Run Single Sample GSEA.
replot Reproduce GSEA desktop figures.
enrichr Peform GSEA using enrichr API.
optional arguments:
-h, --help show this help message and exit
--version show program's version number and exit
For command line options of each command, type: gseapy COMMAND -h
2. The subcommands help¶
$ gseapy replot -h
# or
$ gseapy gsea -h
# or
$ gseapy prerank -h
# or
$ gseapy ssgsea -h
# or
$ gseapy enrichr -h
Module APIs¶
-
gseapy.
gsea
()¶ Run Gene Set Enrichment Analysis.
Parameters: - data – Gene expression data table or pandas DataFrame.
- gene_sets – Enrichr Library name or .gmt gene sets file. Same input with GSEA.
- cls – a list or a .cls file format required for GSEA.
- outdir (str) – Results output directory.
- permutation_num (int) – Number of permutations for significance computation. Default: 1000.
- permutation_type (str) – Permutation type, “phenotype” for phenotypes, “gene_set” for genes.
- min_size (int) – Minimum allowed number of genes from gene set also the data set. Defaut: 15.
- max_size (int) – Maximum allowed number of genes from gene set also the data set. Defaults: 500.
- weighted_score_type (float) – Refer to
algorithm.enrichment_socre()
. Default:1. - method –
The method used to calculate a correlation or ranking. Default: ‘log2_ratio_of_classes’. Others methods are:
- ‘signal_to_noise’
You must have at least three samples for each phenotype to use this metric. The larger the signal-to-noise ratio, the larger the differences of the means (scaled by the standard deviations); that is, the more distinct the gene expression is in each phenotype and the more the gene acts as a “class marker.”
- ‘t_test’
Uses the difference of means scaled by the standard deviation and number of samples. Note: You must have at least three samples for each phenotype to use this metric. The larger the tTest ratio, the more distinct the gene expression is in each phenotype and the more the gene acts as a “class marker.”
- ‘ratio_of_classes’ (also referred to as fold change).
Uses the ratio of class means to calculate fold change for natural scale data.
- ‘diff_of_classes’
Uses the difference of class means to calculate fold change for log scale data
- ‘log2_ratio_of_classes’
Uses the log2 ratio of class means to calculate fold change for natural scale data. This is the recommended statistic for calculating fold change for natural scale data.
- ‘signal_to_noise’
- ascending (bool) – Sorting order of rankings. Default: False.
- figsize (list) – Matplotlib figsize, accept a tuple or list, e.g. [width,height]. Default: [6.5,6].
- format (str) – Matplotlib figure format. Default: ‘pdf’.
- graph_num (int) – Plot graphs for top sets of each phenotype
- seed – Random seed. expect an interger. Defalut:None.
- verbose (bool) – Bool, increase output verbosity, print out progress of your job, Default: False.
Returns: Return a Prerank obj. All results store to store a dictionary, obj.results, where contains:
| {es: enrichment score, | nes: normalized enrichment score, | p: P-value, | fdr: FDR, | size: gene set size, | matched_size: genes matched to the data, | genes: gene names from the data set}
-
gseapy.
prerank
()¶ Run Gene Set Enrichment Analysis with pre-ranked correlation defined by user.
Parameters: - rnk – pre-ranked correlation table or pandas DataFrame. Same input with
GSEA
.rnk file. - gene_sets – Enrichr Library name or .gmt gene sets file. Same input with GSEA.
- outdir – results output directory.
- permutation_num (int) – Number of permutations for significance computation. Default: 1000.
- min_size (int) – Minimum allowed number of genes from gene set also the data set. Defaut: 15.
- max_size (int) – Maximum allowed number of genes from gene set also the data set. Defaults: 500.
- weighted_score_type (str) – Refer to
algorithm.enrichment_socre()
. Default:1. - ascending (bool) – Sorting order of rankings. Default: False.
- figsize (list) – Matplotlib figsize, accept a tuple or list, e.g. [width,height]. Default: [6.5,6].
- format (str) – Matplotlib figure format. Default: ‘pdf’.
- graph_num (int) – Plot graphs for top sets of each phenotype
- seed – Random seed. expect an interger. Defalut:None.
- verbose (bool) – Bool, increase output verbosity, print out progress of your job, Default: False.
Returns: Return a Prerank obj. All results store to store a dictionary, obj.results, where contains:
| {es: enrichment score, | nes: normalized enrichment score, | p: P-value, | fdr: FDR, | size: gene set size, | matched_size: genes matched to the data, | genes: gene names from the data set}
- rnk – pre-ranked correlation table or pandas DataFrame. Same input with
-
gseapy.
ssgsea
()¶ Run Gene Set Enrichment Analysis with single sample GSEA tool
Parameters: - data – expression or pandas DataFrame. Same input with
GSEA
.rnk file. - gene_sets – Enrichr Library name or .gmt gene sets file. Same input with GSEA.
- outdir – results output directory.
- min_size (int) – Minimum allowed number of genes from gene set also the data set. Defaut: 15.
- max_size (int) – Maximum allowed number of genes from gene set also the data set. Defaults: 500.
- permutation_num (int) – Number of permutations for significance computation. Default: 1000.
- weighted_score_type (str) – Refer to
algorithm.enrichment_socre()
. Default:0.25. - ascending (bool) – Sorting order of rankings. Default: False.
- figsize (list) – Matplotlib figsize, accept a tuple or list, e.g. [width,height]. Default: [6.5,6].
- format (str) – Matplotlib figure format. Default: ‘pdf’.
- graph_num (int) – Plot graphs for top sets of each phenotype
- seed – Random seed. expect an interger. Defalut:None.
- verbose (bool) – Bool, increase output verbosity, print out progress of your job, Default: False.
Returns: Return a ssGSEA obj. All results store to store a dictionary, obj.results, where contains:
| {es: enrichment score, | nes: normalized enrichment score, | p: P-value, | fdr: FDR, | size: gene set size, | matched_size: genes matched to the data, | genes: gene names from the data set}
- data – expression or pandas DataFrame. Same input with
-
gseapy.
enrichr
()¶ Enrichr API.
Parameters: - gene_list – Flat file with list of genes, one gene id per row, or a python list object
- gene_sets – Enrichr Library to query. Required enrichr library name
- description – name of analysis. optinal.
- outdir – Output file directory
- cutoff (float) – Adjust P-value cutoff, for plotting. Default: 0.05
- format (str) – Output figure format supported by matplotlib,(‘pdf’,’png’,’eps’...). Default: ‘pdf’.
- figsize (list) – Matplotlib figsize, accept a tuple or list, e.g. (width,height). Default: (6.5,6).
- no_plot (bool) – if equal to True, no figure will be draw. This is useful only if data are interested. Default: False.
- verbose (bool) – Increase output verbosity, print out progress of your job, Default: False.
Returns: An Enrichr object, which obj.res2d contains your enrichr query.
-
gseapy.
replot
()¶ The main fuction to reproduce GSEA desktop outputs.
Parameters: - indir – GSEA desktop results directory. In the sub folder, you must contain edb file foder.
- outdir – Output directory.
- weighted_score_type (float) – weighted score type. choose from {0,1,1.5,2}. Default: 1.
- figsize (list) – matplotlib output figure figsize. Defult: [6.5,6].
- format (str) – matplotlib output figure format. Default: ‘pdf’.
- min_size (int) – min size of input genes presented in Gene Sets. Default: 3.
- max_size (int) – max size of input genes presented in Gene Sets. Default: 5000.
you will not encourage to use min_size, or max_size argment in
replot()
function. Because gmt file has already been filter. - verbose – Bool, increase output verbosity, print out progress of your job, Default: False.
Returns: Generate new figures with seleted figure format. Default: ‘pdf’.
Algorithm¶
-
gseapy.algorithm.
enrichment_score
(gene_list, gene_set, weighted_score_type=1, correl_vector=None, esnull=None, rs=<mtrand.RandomState object>)¶ This is the most important function of GSEAPY. It has the same algorithm with GSEA.
Parameters: - gene_list – The ordered gene list gene_name_list, rank_metric[‘gene_name’]
- gene_set – gene_sets in gmt file, please used gsea_gmt_parser to get gene_set.
- weighted_score_type – It’s indentical to gsea’s weighted_score method. weighting by the correlation is a very reasonable choice that allows significant gene sets with less than perfect coherence. options: 0(classic),1,1.5,2. default:1. if one is interested in penalizing sets for lack of coherence or to discover sets with any type of nonrandom distribution of tags, a value p < 1 might be appropriate. On the other hand, if one uses sets with largenumber of genes and only a small subset of those is expected to be coherent, then one could consider using p > 1. Our recommendation is to use p = 1 and use other settings only if you are very experienced with the method and its behavior.
- correl_vector – A vector with the correlations (e.g. signal to noise scores) corresponding to the genes in the gene list. Or rankings, rank_metric[‘rank’].values
- esnull – Only used this paramter when computing esnuall for statistial testing. set the esnull value equal to the permutation number.
- rs – Random state for initialize gene list shuffling. Default: np.random.RandomState(seed=None)
Returns: ES: Enrichment score (real number between -1 and +1)
hit_index: index of a gene in gene_list, if gene included in gene_set.
RES: Numerical vector containing the running enrichment score for all locations in the gene list .
-
gseapy.algorithm.
enrichment_score_ss
(gene_set, expressions, weighted_score_type=0.25, esnull=None, rs=<mtrand.RandomState object>)¶ Given a gene set, a map of gene names to expression levels, and a weight score, returns the ssGSEA enrichment score for the gene set as described by D. Barbie et al 2009
ssGSEA allows one to define an enrichment score that represents the degree of absolute enrichment of a gene set in each sample within a given data set. The enrichment score was produced using the Empirical Cumulative Distribution Functions (ECDF) of the genes in the signature and the remaining genes.
Requires: every member of gene_set is a key in expressions
Parameters: - gene_set – a list of gene_names in the gene_set given by gmt file.
- expressions – dict, a dictionary mapping gene names to their absolute expression values
- weighted_score_type – the weighted exponent on the term.
Returns: ES: Enrichment score (real number between -1 and +1),take the sum of all values in the RES array .
hit_index: index of a gene in gene_list, if gene included in gene_set.
RES: Numerical vector containing the running enrichment score for all locations in the gene list .
-
gseapy.algorithm.
gsea_compute
(data, gmt, n, weighted_score_type, permutation_type, method, phenoPos, phenoNeg, classes, ascending, seed, processes, prerank=False)¶ compute enrichment scores and enrichment nulls.
Parameters: - data – prepreocessed expression dataframe or a pre-ranked file if prerank=True.
- gmt – all gene sets in .gmt file. need to call gsea_gmt_parser() to get results.
- n – permutation number. default: 1000.
- method – ranking_metric method. see above.
- phenoPos – one of lables of phenotype’s names.
- phenoNeg – one of lable of phenotype’s names.
- classes – a list of phenotype labels, to specify which column of dataframe belongs to what catogry of phenotype.
- weighted_score_type – default:1
- ascending – sorting order of rankings. Default: False.
- seed – random seed. Default: np.random.RandomState()
- prerank – if true, this function will compute using pre-ranked file passed by parameter data.
Returns: zipped results of es, nes, pval, fdr. Used for generating reportes and plotting.
a nested list of hit indexs of input gene_list. Used for plotting.
a nested list of ranked enrichment score of each input gene_sets. Used for plotting.
-
gseapy.algorithm.
gsea_compute_ss
(data, gmt, n, weighted_score_type, seed, processes)¶ compute enrichment scores and enrichment nulls for single sample GSEA.
-
gseapy.algorithm.
gsea_pval
(es, esnull)¶ Compute nominal p-value.
From article (PNAS): estimate nominal p-value for S from esnull by using the positive or negative portion of the distribution corresponding to the sign of the observed ES(S).
-
gseapy.algorithm.
gsea_significance
(enrichment_scores, enrichment_nulls)¶ Compute nominal p-vals, normalized ES, and FDR q value.
For a given NES(S) = NES* >= 0. The FDR is the ratio of the percantage of all (S,pi) with NES(S,pi) >= 0, whose NES(S,pi) >= NES*, divided by the percentage of observed S wih NES(S) >= 0, whose NES(S) >= NES*, and similarly if NES(S) = NES* <= 0.
-
gseapy.algorithm.
normalize
(es, enrNull)¶ normalize the ES(S,pi) and the observed ES(S), separetely rescaling the positive and negative scores by divident by the mean of the ES(S,pi).
-
gseapy.algorithm.
ranking_metric
(df, method, phenoPos, phenoNeg, classes, ascending)¶ The main function to rank an expression table.
Parameters: - df – gene_expression DataFrame.
- method –
The method used to calculate a correlation or ranking. Default: ‘log2_ratio_of_classes’. Others methods are:
- ‘signal_to_noise’
You must have at least three samples for each phenotype to use this metric. The larger the signal-to-noise ratio, the larger the differences of the means (scaled by the standard deviations); that is, the more distinct the gene expression is in each phenotype and the more the gene acts as a “class marker.”
- ‘t_test’
Uses the difference of means scaled by the standard deviation and number of samples. Note: You must have at least three samples for each phenotype to use this metric. The larger the tTest ratio, the more distinct the gene expression is in each phenotype and the more the gene acts as a “class marker.”
- ‘ratio_of_classes’ (also referred to as fold change).
Uses the ratio of class means to calculate fold change for natural scale data.
- ‘diff_of_classes’
Uses the difference of class means to calculate fold change for log scale data
- ‘log2_ratio_of_classes’
Uses the log2 ratio of class means to calculate fold change for natural scale data. This is the recommended statistic for calculating fold change for natural scale data.
- ‘signal_to_noise’
- phenoPos – one of lables of phenotype’s names.
- phenoNeg – one of lable of phenotype’s names.
- classes – a list of phenotype labels, to specify which column of dataframe belongs to what catogry of phenotype.
- ascending – bool or list of bool. Sort ascending vs. descending.
Returns: - returns correlation to class of each variable. same format with .rnk file. gene_name in first coloum,
correlation in second column.
visit here for more docs: http://software.broadinstitute.org/gsea/doc/GSEAUserGuideFrame.html
-
gseapy.algorithm.
shuffle_list
(gene_list, rand=<mtrand.RandomState object>)¶ Returns a copy of a shuffled input gene_list.
Parameters: - gene_list – rank_metric[‘gene_name’].values
- rand – random seed. Use random.Random(0) if you like.
Returns: a ranodm shuffled list.
Enrichr¶
-
class
gseapy.enrichr.
Enrichr
(gene_list, gene_sets, descriptions='foo', outdir='Enrichr', cutoff=0.05, format='pdf', figsize=(12, 6), top_term=10, no_plot=False, verbose=False)¶ Enrichr API
-
run
()¶ run enrichr
-
-
gseapy.enrichr.
enrichr
(gene_list, gene_sets, description='foo', outdir='Enrichr', cutoff=0.05, format='pdf', figsize=(8, 6), top_term=10, no_plot=False, verbose=False)¶ Enrichr API.
Parameters: - gene_list – Flat file with list of genes, one gene id per row, or a python list object
- gene_sets – Enrichr Library to query. Required enrichr library name
- description – name of analysis. optinal.
- outdir – Output file directory
- cutoff (float) – Adjust P-value cutoff, for plotting. Default: 0.05
- format (str) – Output figure format supported by matplotlib,(‘pdf’,’png’,’eps’...). Default: ‘pdf’.
- figsize (list) – Matplotlib figsize, accept a tuple or list, e.g. (width,height). Default: (6.5,6).
- no_plot (bool) – if equal to True, no figure will be draw. This is useful only if data are interested. Default: False.
- verbose (bool) – Increase output verbosity, print out progress of your job, Default: False.
Returns: An Enrichr object, which obj.res2d contains your enrichr query.
Parser¶
-
gseapy.parser.
get_library_name
()¶ return enrichr active enrichr library name.
-
gseapy.parser.
gsea_cls_parser
(cls)¶ Extact class(phenotype) name from .cls file.
Parameters: cls – the a class list instance or .cls file which is identical to GSEA input . Returns: phenotype name and a list of class vector.
-
gseapy.parser.
gsea_edb_parser
(results_path, index=0)¶ Parse results.edb file stored under edb file folder.
Parameters: - results_path – the .results file where lcoated inside edb folder.
- index – gene_set index of gmt database, used for iterating items.
Returns: enrichment_term, hit_index,nes, pval, fdr.
-
gseapy.parser.
gsea_gmt_parser
(gmt, min_size=3, max_size=1000, gene_list=None)¶ Parse gene_sets.gmt(gene set database) file or download from enrichr server.
Parameters: - gmt – the gene_sets.gmt file of GSEA input or an enrichr libary name. checkout full enrichr library name here: http://amp.pharm.mssm.edu/Enrichr/#stats
- min_size – Minimum allowed number of genes from gene set also the data set. Default: 3.
- max_size – Maximum allowed number of genes from gene set also the data set. Default: 5000.
- gene_list – Used for filtering gene set. Only used this argument for
call()
method.
Returns: Return a new filtered gene set database dictionary.
DO NOT filter gene sets, when use
replot()
. BecauseGSEA
Desktop have already do this for you.
Graph¶
-
gseapy.plot.
adjust_spines
(ax, spines)¶ function for removing spines and ticks.
Parameters: - ax – axes object
- spines – a list of spines names to keep. e.g [left, right, top, bottom] if spines = []. remove all spines and ticks.
-
gseapy.plot.
barplot
(df, cutoff=0.05, figsize=(12, 6), top_term=10)¶ barplot for enrichr results
-
gseapy.plot.
dotplot
(df, cutoff=0.05, figsize=(3.5, 6), top_term=10, scale=1)¶ Visualize enrichr results.
Parameters: - df – GSEApy DataFrame results.
- cutoff – p-adjust cut-off.
- top_term – number of enriched terms to show.
- scale – dotplot point size scale.
Returns: a dotplot for enrichr terms.
-
gseapy.plot.
gsea_plot
(rank_metric, enrich_term, hit_ind, nes, pval, fdr, RES, phenoPos, phenoNeg, figsize, format, outdir, module)¶ This is the main function for reproducing the gsea plot.
Parameters: - rank_metric – rankings, rank_metric[‘rank’].values.
- enrich_term – gene_set name
- hit_ind – hit indexs of rank_metric[‘gene_name’] presented in gene set S.
- nes – Normalized enrichment scores.
- pval – nominal p-value.
- fdr – false discoveray rate.
- RES – ranking enrichment scores of all genes in rank_metric[‘gene_name’].
- phenoPos – phenotype lable, positive correlated.
- phenoNeg – phenotype lable, negative correlated.
- figsize – matplotlib figsize.
Returns:
-
gseapy.plot.
heatmap
(df, term, outdir, axis=0, figsize=(5, 5), format='png')¶ Visualize the dataframe.
Parameters: - df – DataFrame from expression table.
- term – gene set name.
- outdir – path to save heatmap.
- axis – z_score axis.
- figsize – heatmap figsize.
- format – Matplotlib supported figure formats.
-
gseapy.plot.
z_score
(data2d, axis=0)¶ Standarize the mean and variance of the data axis Parameters.
Parameters: - data2d – DataFrame to normalize.
- axis – int, Which axis to normalize across. If 0, normalize across rows, if 1, normalize across columns.
Returns: Normalized DataFrame. Noramlized data with a mean of 0 and variance of 1 across the specified axis.


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(You have already completed this quest.)


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Across: 3. Refined 27 found in some expensive soup (3) 8,26. As upset Turk, equate hookah with 9 event that shook 10 21 and caused 2 16 across (6 10) 9. Endures a damaged submarine (8) 10. Direction of movie as think piece? (4) 11. Cryptic clue stunk! (One included is most unfortunate) (10) 12.  Not complaining while enduring free coitus, but ultimately you quit (5) 16. It may swamp coastal areas, with it swamping island where refugees were imprisoned, to be sent back (7) 18. Something that can create radioactive isotopes or trace elements? (7) 21. Finish an unfinished joke first (5) 23. Accountant quit teaching, returning after Master of Arts degree (9) 26. see 8 27. P.S. removed dead body's heart (4) 28. Reduce iron? (8) 29. Curency in story (later part of bible) (6) 30. Relative briefly assists 27 (3) Down: 1. 13 about accepting sources of husband's 6 bent in lives together (8) 2. Retiring holding stocks that fall, ultimately causing great loss (6) 3. 4 disaster damaged their crops, and even bits of gunk muss their meat (9) 4. From the 10, Israel cunningly conceals frightening sort of capability (7) 5. Order dice to be rolled before start of 8 (5) 6. Lacking energy and not working, creationist ordered to be creative (8) 7. Faculty has one teacher (6) 14. Austin perhaps discarded 27 (3) 15. Rolls over to check underwear (9) 16. In 27 of Egypt, a jolly famous building (3) 17. With battering ram, enter in preparation for delivery? (4-4) 19. Grind ore with a new one? (8) 20. Unfortunate effects as water barrier gets old (7) 22. Stir a weak mixture with nitrogen (6) 24. Catch two animals coming up (6) 25. With damaged lacquer mostly removed, about the same (5)


DROP ZONE A film review by Scott Renshaw Copyright 1994 Scott Renshaw Status: OR DROP ZONE Starring: Wesley Snipes, Gary Busey, Yancy Butler, Michael Jeter. Screenplay: Pete Barsocchini and John Bishop. Reviewed by Scott Renshaw.
While watching DROP ZONE, I kept thinking about those ski films Warren Miller has been making for years.  Well, DROP ZONE looks like a skydiving version of one of those films, to which someone has attempted to add a plot. I emphasize the word "attempted," and it's an extremely lackluster attempt at that. There is some great aerial footage in DROP ZONE, but the story is a complete bore, and Wesley Snipes continues to bury himself in Z-grade action films.
Snipes plays Pete Nessip, a Federal marshall assigned with his brother (Malcolm-Jamal Warner) to escort a mob computer whiz (Michael Jeter) on a prison transfer. While the plane is in mid-air, a group of terrorists hijack it, and when there is an explosion during the attack, Nessip's brother is killed, with Nessip himself blamed for contributing to the disaster. But Nessip doubts that it was a simple hijacking, and he is right: a team of expert skydivers led by Ty Moncrief (Gary Busey) intends to use the computer whiz to break into government records and provide drug dealers with the identity of undercover agents. With the aid of sometimes-reckless skydiving instructor Jessie Crossman (Yancy Butler), Nessip sets out to infiltrate the skydiving fraternity and thwart Moncrief's plan.
We've already had one skydiving movie this year (TERMINAL VELOCITY), and it wasn't a particularly good one. However, TERMINAL VELOCITY did have one very important thing going for it--no one involved seemed to be taking themselves at all seriously. It was light-hearted, and occasionally quite funny. DROP ZONE, on the other hand, is best taken with meals as a mild sedative. In lieu of creating their own set-up, screenwriters Pete Barsocchini and John Bishop appear to have given Snipes the opportunity to do PASSENGER 57 again (I suppose to get it right this time). They also wrack their brains to come up with such cinematic innovations as a bar fight and a dead relative to avenge. It's not stretching the point to say that the plot between skydiving sequences in DROP ZONE is somewhere on the order of the plot between sex scenes in your standard X-rated film.
Of course, as with that example, most viewers probably aren't coming to DROP ZONE for riveting plot turns and crackling dialogue. The skydiving sequences are fantastic, perhaps the best I've ever seen. They are creatively shot, and include some impressive synchronized stunts. As long as DROP ZONE is in the air, it is something quite exciting.
Then it hits ground again, and it burns in hard. After beginning as a rip-off of PASSENGER 57, DROP ZONE ends like a rip-off of DIE HARD, and a really bad one at that. Gary Busey delivers a performance that has stamps on it, practically sighing audibly as he wanders through a half-hearted version of his UNDER SIEGE psycho act. It is inexcusable in an action thriller to have a boring villain, and Busey has not an ounce of charisma in this role. Director John Badham has made exciting films in the past, but even he appears to be slumming here. While the action in the air (which was not his to shoot) is great, the action on the ground is often ineptly staged and badly edited.
What is genuinely depressing is watching the direction Wesley Snipes' career is taking. Snipes is a fine actor with a tremendous range, but for a few years now he has appeared almost exclusively in bad action films. It is fine that he has carved out a niche for himself, and heaven knows it's not easy being an African-American leading man in Hollywood. But Snipes should really think about taking a few character parts that force producers to take him seriously as an actor, and for him to have a chance at the kind of roles Samuel L. Jackson and Laurence Fishburne are given a shot at. His performance in DROP ZONE is thoroughly competent, but that's all it has to be. If he contines to appear in films like DROP ZONE, he might as well take his career and jump out of a plane with it. Without a parachute.
On the Renshaw scale of 0 to 10 skydives: 3.
-- Scott Renshaw Stanford University Office of the General Counsel
.
The review above was posted to the
rec.arts.movies.reviews newsgroup (de.rec.film.kritiken for German reviews).
The Internet Movie Database accepts no responsibility for the contents of the
review and has no editorial control. Unless stated otherwise, the copyright
belongs to the author.
Please direct comments/criticisms of the review to relevant newsgroups.
Broken URLs inthe reviews are the responsibility of the author.
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Related links: index of all rec.arts.movies.reviews reviews


LogLock Class
Definition
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86
of
cmsxk/Log.cm
Constructors & Destructor
static
LogLock
()
Member Functions
public
static
nothrow
LogLock
&
Instance
()
public
nothrow
Mutex
&
Mtx
()
Member Variables
private
static
UniquePtr
<
LogLock
>
instance
private
Mutex
mtx
Constructor& Destructor Details
LogLock Static Constructor
static
LogLock()
Definition
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88
of
cmsxk/Log.cm
Member Function Details
Instance Static Member Function
public
static
nothrow
LogLock
& Instance()
Definition
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cmsxk/Log.cm
Mtx Member Function
public
nothrow
Mutex
& Mtx()
Definition
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cmsxk/Log.cm


Preparation time
less than 30 mins
Cooking time
10 to 30 mins
Serves
Serves 4
Sea bass always make for a wonderful supper, make it extra special with a creamy saffron sauce.
For the mussels, discard any with cracked shells and any open ones that do not close when given a sharp tap. Heat half of butter and oil in a lidded saucepan. Once hot add the shallots, white wine and mussels and cover.
Cook for 2-3 minutes, or until the mussels have opened (discard any mussels that have not opened). Remove from the heat and drain, keeping the liquor. Remove some of the mussels from their shells and keep a few in their shells for presentation.
For the cream sauce, heat a frying pan and add the butter and oil. Add the shallots and cook for a couple of minutes, add the mussel liquor and white wine. Reduce the heat and cook until the volume of liquid has reduced by half.
Add the courgette and tomatoes and cook for 1-2 minutes. Add the cream and saffron and cook for a further 1-2 minutes. Just before serving add the mussels and chervil.
Heat a medium saucepan of boiling water and blanch the samphire and sea aster. Drain and set aside.
In a separate frying pan add the butter and fry the samphire and sea aster for a few minutes.
To cook the sea bass, heat another frying pan and add the remaining oil and butter and place the sea bass fillets skin side down in the pan. Cook on each side for 2-4 minutes, or until the skin is crispy and cooked through.
Spoon the sauce and vegetables around a serving plate and place the fish in the centre. Garnish with the mussels, samphire and sea aster.


+++ title = "Uxmal road trip" slug = "uxmal-road-trip" date = 2007-02-28T11:00:00+10:00 tags = ["maya", "archaeology", "road-trips"] locations = ["mexico/merida"] draft = false summary = """
At 8am this morning, 5 backpackers piled into a Mexian rental car, and took off on a day-long road trip to the Maya ruins of Uxmal.  We covered a big route through the area south of Mérida, and then we visited Acanceh, Mayapán, Mama, Labná, Kabah, and Santa Elena, as well as Uxmal itself.
Matthias was the leader, the organiser, and the driver for the trip. Kanako, Julie, Kimiko, and myself just came along for the ride. Our car was a basic little 2-door, 5-seater Volkswagen, but it sped down them Mexican roads nice 'n' fast, and it did a good job of getting us where we wanted to go.
Our first stop on the road trip was to Acanceh, which is a small, quaint village just south-east of Mérida. There's a beautiful church there, as well as a reasonable-sized pyramid, which is tucked between a few houses in the middle of town. We only stopped here for a few minutes, then we moved on.
{{< galleryphoto "2007-02-28-11-00-00--the-pyramid-at-acanceh.jpg" >}}Our next stop, Mayapán, is one of the best-kept secrets in the Mérida area. Mayapán is a breathtaking Maya ruins site, complete with a formidable pyramid (which you can climb), with several huts and temple-like structures, and with a gorgeous surrounding of flat, dense, uninhabited jungle, stretching out to the horizon in every direction.
{{< galleryphoto "2007-02-28-11-01-00--the-mayapan-pyramid-and-me.jpg" >}}Mayapán isn't as big as Uxmal or Teotihuacan, but it's just as nice. Even better is that, unlike with these other sites, almost no tourists seem to visit Mayapán! When we were tehre, we had the whole place to ourselves. And I tell you what: it sure was good to feel that serenity.
{{< galleryphoto "2007-02-28-11-02-00--myself-kimiko-julie-and-kanako-atop-the-mayapan-pyramid.jpg" >}}Next stop was Mama, another little Mexican village, with a big Mexican church at its town centre. As with Acanceh, we stopped here for a bit, checked out the church, then continued on our merry way.
After Mama came Labná, another Maya ruins site in this Zona Arqueológica district. Labná has some interesting things inside the grounds, including a giant stone chair, built on top of (what looks to be) a massive artificial hill.  We picked some oranges off the trees, and ate them right there. They were very bitter, but otherwise not bad.
{{< galleryphoto "2007-02-28-11-04-00--orange-tree-at-labna.jpg" >}}We didn't really stop at Kabah: you can see these ruins from the road. So we just got out of the car here, stood at the gate and took a few happy snaps, and then continued on our merry way.
That's it for the morning part of the road trip. Stay tuned for more about Santa Elena and Uxmal.


Evil Altar:
The seal is almost loose, and it emanates great power.
Visit the Tetrarch in the neighborhood.


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Validate CSRF token.
Tip: It's impossible to control access to secured resources that the web application server does not directly serve. Therefore, PDF reports or similar should be served by the web application server using binary octet streaming.
Tip: Assume attackers will learn where "hidden" directories and "random" filenames are, so do not store these files in the web root, even if they are not directly linked.


The ever-changing brain: Shining a light on synaptic plasticity
Researchers study key neural receptor involved in learning and memory
| Source: | Okinawa Institute of Science and Technology (OIST) Graduate University |
| Summary: | Researchers have found that AMPA receptors form and disintegrate continually, within a fraction of a second, rather than existing as stable entities. The scientists' findings may help clarify early stages of synaptic plasticity: neural activity that is key for learning and memory. The research may also have pharmacological applications in the treatment of epilepsy. |
Synapses — specialized structures in neurons — allow these nerve cells to communicate with one another. In the synapse, one neuron emits chemical messengers called neurotransmitters, and an apposed neuron receives them using tiny structures called receptors.
A specific type of receptor, the AMPA receptor, plays a crucial role in learning and memory processes. However, scientists don't yet fully understand how these AMPA receptors form and work.
Now, researchers in the Membrane Cooperativity Unit at the Okinawa Institute of Science and Technology Graduate University (OIST) in Japan, in collaboration with researchers from universities across Japan, have found that AMPA receptors form and disintegrate continually, within a fraction of a second, rather than existing as stable entities. The scientists' findings, published in Nature Communications, may help clarify early stages of synaptic plasticity: neural activity that is key for learning and memory. The research may also have pharmacological applications in the treatment of epilepsy.
The changing brain
AMPA receptors are composed of four molecules, or subunits — called GluA1, 2, 3, and 4 — which unite to form structures called tetramers. Different combinations of the subunits form the tetramers; this means there are 256 possible configurations of AMPA receptor.
Scientists have long believed that these tetramers originate in the endoplasmic reticulum, the cell's "manufacturing center," before migrating to the synapses, all while retaining stable structures for hours or even days.
"This tetramer stability could actually be problematic for neurons," said Professor Akihiro Kusumi, a co-author of the study. "The synapses need AMPA receptor tetramers with different combinations of subunits as the brain learns and its neuronal circuits change. Thus, we had a gut feeling that something was terribly wrong with the accepted notion of how AMPA receptors form, migrate, and work."
Looking at AMPA receptors in motion at single-molecule resolutions
Following this intuition, the researchers put fluorescent tags on each individual subunit molecule of the AMPA receptors. Then, they tracked the molecules' movements in live cells at nanometer-precisions. They used a single-molecule fluorescence microscope and software to analyze the motion of the single molecules, a method Kusumi and his colleagues pioneered.
By studying how the AMPA receptor molecules jostled around in the membrane and bound to each other, the researchers found that the AMPA receptor subunits existed as single molecules as well as assemblies two, three, and four molecules.
Tetramers were found, but they fell apart in about 0.1 to 0.2 seconds. Then, however, the separated molecules found other partner molecules to form new assemblies of two, three, and four molecules again, continually repeating this process.
In addition, the researchers found that when the molecules formed tetramers, albeit briefly, they worked as tiny channels that opened for less than 0.1 seconds.
Since the functional tetramers are continually broken up to form new tetramers, AMPA receptor tetramers with different subunit compositions can readily be formed. This represents a novel mechanism for synaptic plasticity.
Kusumi noted that the team's findings may have medical applications. Individuals with epilepsy have an excess of glutamate, the neurotransmitter that binds to AMPA receptors in the brain. These individuals are often treated with anticonvulsants that stop glutamate from binding to AMPA receptor tetramers, but these treatments can be too overpowering, and therefore ineffective.
Kusumi believes the development of drugs that slow down the formation of tetramers with certain subunit compositions in the brain could mitigate problematic types of synaptic plasticity, thus diminishing the symptoms of epilepsy.
make a difference: sponsored opportunity
Story Source:
Materials provided by Okinawa Institute of Science and Technology (OIST) Graduate University.
Note: Content may be edited for style and length.
Journal Reference:
- Jyoji Morise, Kenichi G. N. Suzuki, Ayaka Kitagawa, Yoshihiko Wakazono, Kogo Takamiya, Taka A. Tsunoyama, Yuri L. Nemoto, Hiromu Takematsu, Akihiro Kusumi, Shogo Oka. AMPA receptors in the synapse turnover by monomer diffusion. Nature Communications, 2019; 10 (1) DOI: 10.1038/s41467-019-13229-8
Cite This Page:
| MLA | Okinawa Institute of Science and Technology (OIST) Graduate University. "The ever-changing brain: Shining a light on synaptic plasticity: Researchers study key neural receptor involved in learning and memory." ScienceDaily. ScienceDaily, 20 November 2019. <www.sciencedaily.com/releases/2019/11/191120070727.htm>. |
| APA | Okinawa Institute of Science and Technology (OIST) Graduate University. (2019, November 20). The ever-changing brain: Shining a light on synaptic plasticity: Researchers study key neural receptor involved in learning and memory. ScienceDaily. Retrieved November 20, 2019 from www.sciencedaily.com/releases/2019/11/191120070727.htm |
| Chicago | Okinawa Institute of Science and Technology (OIST) Graduate University. "The ever-changing brain: Shining a light on synaptic plasticity: Researchers study key neural receptor involved in learning and memory." ScienceDaily. www.sciencedaily.com/releases/2019/11/191120070727.htm (accessed November 20, 2019). |


As a describer of life and manners, he must be allowed to stand perhaps the first. His humour, which, as Steele observes, is peculiar to himself He never "o'ersteps the modesty of nature," nor raises merriment. His figures neither divert by distortion nor amaze by aggravation. He copies life with so much fidelity that he can be hardly said to invent
current templete version:1.0 (november 28,2005)
Note:This is box.This box is contain so many information. Most frequent parasites seen in box.casts are unique to the kindny. An acidic environment promotes.
This is regular text,which is aligned to the left by default. you can easily change,the aligned using the class text center and text right. on each paragraph.
This is small text
Most frequent parasites seen in urine. pear shaped flagellate with an undulating. Identified by wet preps by rapid daring.
This is box.This box is contain so many information. Most frequent parasites seen in box.casts are unique to the kindny. An acidic environment promotes.


{% load i18n %}
{% blocktrans trimmed %} We're waiting for an answer from the payment provider regarding your payment. Please contact us if this takes more than a few hours. {% endblocktrans %}


5.2.2 同义形式
5.2.2 Alternative Form
We prefer short forms. In that case we can remember less. So simplied forms EXPOSE MORE TOOLS for you. It opens ways or paths for you. It also REDUCE THE COMPLEXITY you need less calculation. you care less variables. less conditions.
化简举例
- x\ln{x} \ge x^2 -x \Rightarrow \ln{x} \ge x -1
- simplify reduce the computation at each turn early simplication can make work much easy to compute.
- We can use more tools if we have a simplier form. since the majority of our toolbox is for simple forms
- along the way, if the desired form is very closed to what we have in hand, we should directly transfer to that form.
- Simplication is the midpoint (stepping stone)
这一节的主题就是，探寻什么样的逆运算是可以比较轻松解答的？
目录
上一节
下一节


---
title: Table
layout: layout-sidenav
description: The use of a table is to organise a collections of data into readable rows
category: general
react-link: ?path=/docs/components-table--default-story
github-link: true
toc: true
---
{% capture default-table %}
{% include page-component/component-header.html %}
Example
{% include page-component/component-code-snippet.html compTitle="Default table" compName="default-table" code=default-table %}
{% include page-component/component-code-snippet.html compTitle="Small table" compName="small-table" code=small-table %}
{% include page-component/component-code-snippet.html compTitle="Striped body" compName="striped-table" code=striped-table %}
{% include page-component/component-code-snippet.html compTitle="Bordered body" compName="bordered-table" code=bordered-table %}
{% include page-component/component-code-snippet.html compTitle="Borderless body" compName="borderless-table" code=borderless-table %}
{% include page-component/component-code-snippet.html compTitle="Hoverable body" compName="hoverable-table" code=hoverable-table %}
{% include page-component/component-code-snippet.html compTitle="Dark table" compName="dark-table" code=dark-table %}
{% include page-component/component-code-snippet.html
compTitle="Responsive table"
compName="responsive-table"
code=responsive-table
compDescTop="Across every breakpoint, use .table-responsive
for horizontally scrolling tables. Use .table-responsive{-sm|-md|-lg|-xl|-xxl}
as needed to create responsive tables up to a particular breakpoint."
%}
Usage guidelines
Table should be used:
- When you want to show tabular information, such as statistics.
- For displaying directories where content of similar nature and structure are grouped together.
Table should not be used:
-
For complex data visualisation, you may want to use inforgraphics or bars and charts.
-
For dashboard displays. Table data should follow a consistant structure with logical headers, rows and columns.
Usability guidelines
Keep tables simple
Tables are useful when displaying data and complex information. Try to use minimal visual styling to surface information easily.
Consider mobile applications
As table rows can be long in nature, do consider if your content requires to be in a table.
Enable sorting
Do enable sorting where applicable as this will help users move through content within the table.
{{page.title}} design tokens
{%- highlight sass -%}{{table-design-tokens}}{%- endhighlight -%}


Command Line Arguments
$ fontforge [-options] [filenames]
$ fontforge [-script] scriptfile [arguments]
$ fontforge -c script-string [arguments]
The filenames may specify any number of files in one of the font formats
that FontForge recognizes (various postscript formats, truetype, opentype,
mac resource, bitmap, svg, etc.).
Some files (.ttc or mac resource) may contain more than one outline font.
You may pick which font you want by following the filename with the fontname
in parentheses, thus:
$ fontforge "gulim.ttc(GulimChe)"
will select the font GulimChe out of the font file gulim.ttc.
FontForge recognizes the following options:
-
-allglyphs
-
Load all glyphs from the 'glyf' table of a ttc file, rather than the subset
used in the selected font. (Note that if a ttc file contains multiple 'glyf'
tables, only one will be loaded, but that one will be completely loaded).
-
-c script-string
-
If FontForge's first (or second, if the first is -lang) argument is "-c"
then the argument that follows will be treated as a string containing scripting
commands, and those commands will be executed. All remaining arguments will
be passed to the script.
$ fontforge -c 'Open($1); Generate($2)' foo.sfd foo.ttf
Will read a font from "foo.sfd" and then generate a truetype font from it
called "foo.ttf"
-
-cmap type
-
Where type may be
Current | Copy | Private
Gives the user some control over colormap handling
on 8bit screens.
-
-depth val
-
Specifies that FontForge should search for a visual with the given depth
-
-display name
-
Specifies the name of the display on which FontForge will open its windows
-
-dontopenxdevices
-
Various people have complained that when FontForge attempts to open the devices
of the wacom graphics tablet, the X server gives a BadDevice error. I can't
duplicate this, the open works fine on my system, but this argument allows
them to tell fontforge not to try to use the tablet.
-
-help
-
Bring up a browser looking at this documentation.
-
-lang={py|ff}
-lang {py|ff}
-
Specifies whether the script should be interpretted as a python script or
a fontforge script.
-
-version
-
Prints out the source version and exits.
-
-keyboard type
-
Where type may be
ibm | mac | sun | ppc | 0 | 1 | 2 | 3
Allows you to specify the type of keyboard. Currently this is only relevent
when generating menus. The modifier keys are in different locations on different
keyboards (under different operating systems) and if FontForge knows what
keyboard you are using it can make the hot-keys have better labels.
-
ibm | 0
Uses the Control and Alt keys
-
mac | 1
Uses the Control and Option keys (Mac OS/X, Mac keyboard)
-
ppc | 3
Uses the Control and Command keys (Suse ppc linux, Mac keyboard)
-
sun | 2
Uses the Control and Meta keys
-
-last
-
Opens the last sfd file closed. If used more than once will open the last
several sfd files.
-
-library-status
-
Writes info about the status of optional libraries to stderr. Including:
Whether the library exists on this system, whether ff can use it, and an
URL from which the library can be found.
-
-new
-
Creates a new font.
-
-nosplash
-
FontForge will not display its splash screen on startup (for slow connections)
-
-open
-
Bring up an open font dialog
-
-quit
-
Exit fontforge (only useful if -unique is passed as well, in which case the
master fontforge will be asked to exit)
-
-recover type
-
Where type may be:
-
none
-
Do not attempt any automatic file recovery
-
clean
-
Clean out the directory containing files to be recovered
-
auto
-
recover any files which have been changed but which fontforge crashed on
before saving.
-
-script script-file
-
If FontForge's first argument is "-script" then the argument that follows
will be treated as a script file and all the
remaining arguments will be passed as arguments to that file. (The "-script"
argument may be omitted, and if the first argument is an executable file
which whose first line starts with "#!" and contains "fontforge". This means
that fontforge may be used as an interpreter. Ie. you can create a fontforge
script file and type its name to your shell and fontforge will be invoked
to process that file as a script file (passing any arguments to it)).
-
-sync
-
Do synchronous screen drawing. Slows things down, makes some things easier
to debug.
-
-unique
-
If there is already a fontforge running on this screen, then the current
version will pass its arguments to the already existing one for it to open,
and then the current version will exit. So it looks more like a Mac/Windows
app.
-
-usage
-
Display a brief description of the options
-
-vc type
-
Where type may be:
StaticGray GrayScale StaticColor PsuedoColor TrueColor DirectColor
(See the X manuals for a description of what these mean). FontForge will
search through the visuals in an attempt to find one with the desired VisualClass
(given here) and depth (given with the -depth option).
FontForge examines the following environment variables:
-
BROWSER
-
Specifies the name of a browser program for examining documentation (must
be able to read a local or remote html file and display it reasonably). On
CygWin systems browsers that work in the windows world (as opposed to the
cygwin sub-system) must be specified by a full path spec.
-
AUTOTRACE
-
Specifies the name and location of the autotrace program. (if not specified
FontForge will try to find it in the user's path)
-
POTRACE
-
Specifies the name and location of the potrace program.
-
MF
-
Specifies the name and location of the metafont program. (if not specified
FontForge will try to find it in the user's path)
-
FONTFORGE_VERBOSE
-
Turns on verbose mode in script execution (the script will be printed to
stdout as it is executed).
-
FONTFORGE_LOADPREFS
-
Controls loading of preference items. If set to "Always" then preferences
will be loaded even for scripts. If set to "Never" then preferences will
not be loaded unless explicitly requested. If unset (or if set to any other
value) then preferences will be loaded when ff starts up with a user interface,
and will not be loaded if ff starts up executing a script.
-
FONTFORGE_LANGUAGE
-
Provides a default interpreter to use when executing a script. Must be either
"py" or "ff"/"pe".
-
LANG, LC_ALL,
etc.
-
To determine the current locale, etc.
-
PATH
-
Used when looking for Autotrace or mf programs
-
TMPDIR
-
Temporary directory. Used for temporary files for which I need a filename
(ie. to pass to autotrace, etc.)
-
HOME
-
Used to figure out where to put the .FontForge directory which includes user
preferences and the recovery files.
-
USER
-
Used to create comments in new fonts about who created the font, or who saved
it.
-- Prev -- TOC --
Next --


| 1 | /* | |
| 2 | * Licensed to the Apache Software Foundation (ASF) under one or more | |
| 3 | * contributor license agreements. See the NOTICE file distributed with | |
| 4 | * this work for additional information regarding copyright ownership. | |
| 5 | * The ASF licenses this file to You under the Apache License, Version 2.0 | |
| 6 | * (the "License"); you may not use this file except in compliance with | |
| 7 | * the License. You may obtain a copy of the License at | |
| 8 | * | |
| 9 | * http://www.apache.org/licenses/LICENSE-2.0 | |
| 10 | * | |
| 11 | * Unless required by applicable law or agreed to in writing, software | |
| 12 | * distributed under the License is distributed on an "AS IS" BASIS, | |
| 13 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| 14 | * See the License for the specific language governing permissions and | |
| 15 | * limitations under the License. | |
| 16 | */ | |
| 17 | package org.apache.commons.imaging.formats.psd.datareaders; | |
| 18 | ||
| 19 | import java.awt.image.BufferedImage; | |
| 20 | import java.io.ByteArrayInputStream; | |
| 21 | import java.io.IOException; | |
| 22 | import java.io.InputStream; | |
| 23 | ||
| 24 | import org.apache.commons.imaging.ImageReadException; | |
| 25 | import org.apache.commons.imaging.common.BinaryFileParser; | |
| 26 | import org.apache.commons.imaging.common.BinaryFunctions; | |
| 27 | import org.apache.commons.imaging.common.ByteOrder; | |
| 28 | import org.apache.commons.imaging.common.PackBits; | |
| 29 | import org.apache.commons.imaging.common.mylzw.BitsToByteInputStream; | |
| 30 | import org.apache.commons.imaging.common.mylzw.MyBitInputStream; | |
| 31 | import org.apache.commons.imaging.formats.psd.ImageContents; | |
| 32 | import org.apache.commons.imaging.formats.psd.PsdHeaderInfo; | |
| 33 | import org.apache.commons.imaging.formats.psd.dataparsers.DataParser; | |
| 34 | import org.apache.commons.imaging.util.IoUtils; | |
| 35 | ||
| 36 | public class CompressedDataReader extends DataReader { | |
| 37 | ||
| 38 | public CompressedDataReader(final DataParser fDataParser) { | |
| 39 | super(fDataParser); | |
| 40 | } | |
| 41 | ||
| 42 | @Override | |
| 43 | public void readData(final InputStream is, final BufferedImage bi, | |
| 44 | final ImageContents imageContents, final BinaryFileParser bfp) | |
| 45 | throws ImageReadException, IOException { | |
| 46 | final PsdHeaderInfo header = imageContents.header; | |
| 47 | final int width = header.Columns; | |
| 48 | final int height = header.Rows; | |
| 49 | ||
| 50 | // this.setDebug(true); | |
| 51 |
1
1. readData : Replaced integer multiplication with division → KILLED |
final int scanline_count = height * header.Channels; |
| 52 | final int scanline_bytecounts[] = new int[scanline_count]; | |
| 53 |
3
1. readData : changed conditional boundary → KILLED 2. readData : Changed increment from 1 to -1 → KILLED 3. readData : negated conditional → KILLED |
for (int i = 0; i < scanline_count; i++) { |
| 54 | scanline_bytecounts[i] = BinaryFunctions.read2Bytes("scanline_bytecount[" + i | |
| 55 | + "]", is, "PSD: bad Image Data", bfp.getByteOrder()); | |
| 56 | } | |
| 57 |
1
1. readData : removed call to org/apache/commons/imaging/common/BinaryFileParser::setDebug → SURVIVED |
bfp.setDebug(false); |
| 58 | // System.out.println("fImageContents.Compression: " | |
| 59 | // + imageContents.Compression); | |
| 60 | ||
| 61 | final int depth = header.Depth; | |
| 62 | ||
| 63 | final int channel_count = dataParser.getBasicChannelsCount(); | |
| 64 | final int data[][][] = new int[channel_count][height][]; | |
| 65 | // channels[0] = | |
| 66 |
3
1. readData : changed conditional boundary → KILLED 2. readData : Changed increment from 1 to -1 → KILLED 3. readData : negated conditional → KILLED |
for (int channel = 0; channel < channel_count; channel++) { |
| 67 |
3
1. readData : changed conditional boundary → KILLED 2. readData : Changed increment from 1 to -1 → KILLED 3. readData : negated conditional → KILLED |
for (int y = 0; y < height; y++) { |
| 68 |
2
1. readData : Replaced integer multiplication with division → KILLED 2. readData : Replaced integer addition with subtraction → KILLED |
final int index = channel * height + y; |
| 69 | final byte packed[] = BinaryFunctions.readBytes("scanline", | |
| 70 | is, scanline_bytecounts[index], | |
| 71 | "PSD: Missing Image Data"); | |
| 72 | ||
| 73 | final byte unpacked[] = new PackBits().decompress(packed, width); | |
| 74 | final InputStream bais = new ByteArrayInputStream(unpacked); | |
| 75 | final MyBitInputStream mbis = new MyBitInputStream(bais, | |
| 76 | ByteOrder.MOTOROLA); | |
| 77 | BitsToByteInputStream bbis = null; | |
| 78 | boolean canThrow = false; | |
| 79 | try { | |
| 80 | bbis = new BitsToByteInputStream(mbis, 8); // we want all samples to be bytes | |
| 81 | final int scanline[] = bbis.readBitsArray(depth, width); | |
| 82 | data[channel][y] = scanline; | |
| 83 | canThrow = true; | |
| 84 | } finally { | |
| 85 |
1
1. readData : removed call to org/apache/commons/imaging/util/IoUtils::closeQuietly → SURVIVED |
IoUtils.closeQuietly(canThrow, bbis); |
| 86 | } | |
| 87 | } | |
| 88 | } | |
| 89 | ||
| 90 |
1
1. readData : removed call to org/apache/commons/imaging/formats/psd/dataparsers/DataParser::parseData → SURVIVED |
dataParser.parseData(data, bi, imageContents); |
| 91 | ||
| 92 | } | |
| 93 | } | |
Mutations | ||
| 51 |
1.1 |
|
| 53 |
1.1 2.2 3.3 |
|
| 57 |
1.1 |
|
| 66 |
1.1 2.2 3.3 |
|
| 67 |
1.1 2.2 3.3 |
|
| 68 |
1.1 2.2 |
|
| 85 |
1.1 |
|
| 90 |
1.1 |


complimentary - information that is tangentially related to the main content
{% highlight html %} {% endhighlight %}contentinfo - contains information about the parent document such as copyrights and privacy statements
{% highlight html %} {% endhighlight %}


left-click = draw / right-click = erase
RUN
Grid size:
Interval (ms):
Try some presets:
Spaceships
Glider
Light-weight Ship
Medium-weight Ship
Heavy-weight Ship
Oscillators
Pulsar
"Methuselahs"
R-pentomino
Emitters
Gospar Gun


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From http://woshub.com/how-to-extract-windows-user-passwords-from-hiberfil-sys/
Preparation
To follow these instructions we’ll need the following tools:
Debugging Tools for Windows (WinDbg)
Windows Memory toolkit free edition
And mimikatz itself
Instructions
Get hiberfil.sys from the target machine.
Convert it into a format WinDbg can work with: hibr2dmp.exe- d:\temp\hiberfil.sys c:\temp\hiberfil.dmp
- It can take some time (in our example, it took about 14 hours).
Run WinDbg and open the file you got in the previous step.File -> Open Crash Dump
Set the debug symbols.Open File -> Symbol File Path… and enter the next line:- SRV*c:\symbols*http://msdl.microsoft.com/download/symbols
- You can specify any other directory to which the symbols are to be downloaded instead of c:\symbols
Type the following in the debugger command prompt:- 0: kd> .reload /n
- Wait till the symbol download is completed:
Specify the path to mimilib.dll. (It is located in the same directory as mimikatz.)- 0: kd> .load z:\Sft\Security\Password\Mimikatz\x64\mimilib.dll
Find the address of lsass.exe.- 0: kd> !process 0 0 lsass.exee
- In our case the address is as follows: fffffa800a7d9060.
Switch the process context.- 0: kd> .process /r /p fffffa800a7d9060
Run mimikatz and obtain plaint text passwords.


Door Nearly Ripped Off From Airbus A380 - Photo
The Qantas Airbus A380 was grounded when its door was ripped off, fortunately it happened on the ground at Sydney Airport.
A Qantas Airways A380 aircraft has been grounded after a door on the plane was almost torn off in a hangar following a routine maintenance check at Sydney Airport, according to the news.com.au, a media outlet.
Flight QF7, from Sydney to Dallas, was grounded on Saturday and return flight QF8, which would have left Dallas on Sunday, have been cancelled because of the incident.
The damaged A380 “sustained some damage inside the hangar” during maintenance, according to media reports.
"We are working to minimise impacts to our customers and we apologise for any delays," a Qantas spokesperson said in a statement as quoted by the Gatton Star.
The damaged plane will be grounded for approximately 2 weeks.
The incident occurred in the wake of Airbuses rival Boeing still reeling from problems with its 737 MAX series aircraft; the passenger jet was grounded due to the two deadly accidents.