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---
layout: talk_reveal3
title: High-resolution phylogenetic tracking of city-level spread of seasonal influenza
venue: Charleston, SC
event: Epidemics7
author: Trevor Bedford
---
Trevor Bedford (@trvrb)
Lead investigators: Helen Chu, Michael Boeckh, Janet Englund, Michael
Famulare, Barry Lutz, Deborah Nickerson, Mark Rieder, Lea Starita, Matthew
Thompson, Jay Shendure, Trevor Bedford
Co-investigators: Amanda Adler, Jeris Bosua, Elisabeth Brandstetter,
Kairsten Fay, Chris Frazar, Peter Han, Reena Gulati, James Hadfield, ShiChu
Huang, Misja Ilcisin, Michael Jackson, Anahita Kiavand, Louise Kimball, Enos
Kline, Kirsten Lacombe, Jover Lee, Jennifer Logue, Victoria Lyon, Kira Newman,
Miguel Paredes, Thomas Sibley, Monica Zigman Suchsland, Cassia Wagner, Caitlin
Wolf
{{ page.title }}
{{ page.date | date: "%-d %b %Y" }}
{{ page.event }}
{{ page.venue }}
Okay to share on social media #SeattleFluStudy
Sequenced ~2200 flu+ samples collected from the Seattle metro area
Full genomes substantially increase phylogenetic resolution
Phylogeny of 1150 Seattle H3N2 viruses
Phylogeny of 939 Seattle H1N1pdm viruses
Divide analyses:
Anomalous compared to the rest of the world
Suggests intrinsic advantage to 3c3.A, rather than stochastic early start
USA saw repeated resurgance of vaccine mismatched 3c3.A viruses
Genomic mutation rate of 2.70 × 10-3 subs per site per year, which translates to 36.7 subs per genome per year, or 1 mutation per 10 days
Signal decays at ~1 mutation or ~10 days
Bedford Lab: Alli Black, John Huddleston, James Hadfield, Katie Kistler, Louise Moncla, Maya Lewinsohn, Thomas Sibley, Jover Lee, Kairsten Fay, Misja Ilcisin, Nicola Müller
Seattle Flu Study: Helen Chu, Michael Boeckh, Janet Englund, Michael Famulare, Barry Lutz, Deborah Nickerson, Mark Rieder, Lea Starita, Matthew Thompson, Jay Shendure, Amanda Adler, Jeris Bosua, Elisabeth Brandstetter, Kairsten Fay, Chris Frazar, Peter Han, Reena Gulati, James Hadfield, ShiChu Huang, Misja Ilcisin, Michael Jackson, Anahita Kiavand, Louise Kimball, Enos Kline, Kirsten Lacombe, Jover Lee, Jennifer Logue, Victoria Lyon, Kira Newman, Miguel Paredes, Thomas Sibley, Monica Zigman Suchsland, Cassia Wagner, Caitlin Wolf


Who am I?
- Web developer
- Work at Lunar Logic
- Brazilian discovering the other side of the world
What have I already done in open source?
BAD experiences in open source
- pull requests which don't get accepted
- bad feedback from the core developers
- closed groups inside the projects
- abandoned projects
GOOD experiences in open source
Your pull request gets accepted
GOOD experiences in open source
Your project gets a good feedback
GOOD experiences in open source
Make friends and have fun
GOOD experiences in open source
Get help in your projects
GOOD experiences in open source
Spread your ideas to the world
GOOD experiences in open source
Many other things...
GOOD experiences in open source
How can you start?
There is nothing special
All projects need help
- GitHub is amazing
- search for projects you like
- look for open issues
- send your pull request
Open source your existing project
- help from the community
- bugs that you could never imagine
- see how your project behaves in differents user cases
We want to help you!
And I'm sure that we can amaze you! ;)


The following tests have been selected:
BMC-PHY-TX-EYE
BMC-PHY-RX-INT-REJ
BMC-PHY-RX-BUSIDL
BMC-PHY-TERM
BMC-PHY-MSG
Installed Plug-In PDT-BT3 meets USB-IF requirements for these tests.
UUT declared to meet Rev 3.0
Cable marker is emulated where appropriate.
Establish PD Mode...
Initial request accepted...
BIST request actioned...
Simulating Detach From UUT...
Establish PD Mode...
Initial request accepted...
Sending BIST Test Data message...
BIST request acknowledged, now in test mode...
Setting Signal to Parameters Tx Group 1 (UUT as Source)...
Sending Multiple BIST Test Data messages...
This phase will take 20-30 seconds...
All BIST messages acknowledged - pass...
Setting Signal to Parameters Tx Group 3 (UUT as Source)...
Sending Multiple BIST Test Data messages...
This phase will take 20-30 seconds...
All BIST messages acknowledged - pass...
Simulating Detach From UUT...
Establish PD Mode...
Initial request accepted...
Sending BIST Test Data message...
BIST request acknowledged, now in test mode...
Simulating Detach From UUT...
Establish PD Mode...
Initial request accepted...
Sending BIST Test Data message...
BIST request acknowledged, now in test mode...
CC Voltage = 1642mV
Tester acting as Sink (Rd=5k1)
Simulating Detach From UUT...
Establish PD Mode...
Initial request accepted...
Sending BIST Test Data message...
BIST request acknowledged, now in test mode...
Simulating Detach From UUT...
Establish PD Mode...
Initial request accepted...
Simulating Detach From UUT...
Establish PD Mode...
Initial request accepted...
Sending Get_Sink_Caps...
Get_Sink_Cap rejected...
Skipping Cable Reset Test (as UUT is Source)...
Simulating Detach From UUT...
Establish PD Mode...
Initial request accepted...
Sending Get_Sink_Caps...
Get_Sink_Caps timed out - correct
Simulating Detach From UUT...
Establish PD Mode...
Initial request accepted...
Simulating Detach From UUT...
Establish PD Mode...
Initial request accepted...
Simulating Detach From UUT...
Establish PD Mode...
Initial request accepted...
Sending BIST Test Data message...
BIST request acknowledged, now in test mode...
Simulating Detach From UUT...
Establish PD Mode...
Initial request accepted...
Simulating Detach From UUT...
End of Tests. Duration: 00:02:35
No Vendor Info File inconsistencies found
| Event #18 | VBUS turned on | |
| Events #22-25 | PD Sequence Start (VDM Discover ID) | |
| Event #22 | PD Message - VDM - Discover ID REQ (Rev 3.0) (from Cable or UUT) (SOP') | |
| Event #23 | PD Message - GoodCRC (from Emulated Marker) (SOP') | |
| Event #24 | PD Message - VDM - Discover ID ACK (from Emulated Marker) (SOP') | |
| ID Header B15:B0 - (Vendor ID) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_16] | ||
| Product VDO B31:B16 - (PID) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_19] | ||
| Cable VDO B31:28 - (HW Version) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_22] | ||
| Cable VDO B27:24 - (Firmware Version) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_23] | ||
| Cable VDO B19:18 - (Type-C to Type-A/B/C) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_25] | ||
| Cable VDO B16:B13 - (Cable Latency) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_27] | ||
| Cable VDO B6:B5 - (VBUS Current Handling Capability) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_33] | ||
| Cable VDO B4 - (VBUS through cable) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_34] | ||
| Cable VDO B2:B0 - (USB Superspeed Signaling Support) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_36] | ||
| Event #25 | PD Message - GoodCRC (from Cable or UUT) (SOP') | |
| Events #26-27 | PD Sequence Start (Announce Source Capabilities) | |
| Event #26 | PD Message - Source Capabilities (from UUT) | |
| Event #27 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #28-33 | PD Sequence Start (Power Transition Request) | |
| Event #28 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #29 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #30 | PD Message - Accept (from UUT) (SOP) | |
| Event #31 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #32 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #33 | PD Message - GoodCRC (from Tester) (SOP) |
| Events #37-38 | PD Sequence Start (BIST Test Sequence) | |
| Event #37 | PD Message - BIST (from Tester) (SOP) | |
| Event #38 | PD Message - GoodCRC (from UUT) (SOP) | |
| Events #39-133 | PD Sequence Start (Unknown PD Function) | |
| Event #39 | PD Continuous Data | |
| Event #44 | VBUS turned off |
Capture #2 BMC Eye Diagram
| UI = 3310ns | ||
| Ref Freq (fBitRate)= 302114Hz | ||
| Risetime = 435.5ns | ||
| Falltime = 384.4ns | ||
| pBitRate = 0.007% | ||
| Eye diagram fits at attempt #1. (0.587V) | ||
| Eye diagram is valid. |
| Event #126 | VBUS turned on | |
| Events #129-132 | PD Sequence Start (VDM Discover ID) | |
| Event #129 | PD Message - VDM - Discover ID REQ (Rev 3.0) (from Cable or UUT) (SOP') | |
| Event #130 | PD Message - GoodCRC (from Emulated Marker) (SOP') | |
| Event #131 | PD Message - VDM - Discover ID ACK (from Emulated Marker) (SOP') | |
| ID Header B15:B0 - (Vendor ID) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_16] | ||
| Product VDO B31:B16 - (PID) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_19] | ||
| Cable VDO B31:28 - (HW Version) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_22] | ||
| Cable VDO B27:24 - (Firmware Version) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_23] | ||
| Cable VDO B19:18 - (Type-C to Type-A/B/C) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_25] | ||
| Cable VDO B16:B13 - (Cable Latency) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_27] | ||
| Cable VDO B6:B5 - (VBUS Current Handling Capability) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_33] | ||
| Cable VDO B4 - (VBUS through cable) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_34] | ||
| Cable VDO B2:B0 - (USB Superspeed Signaling Support) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_36] | ||
| Event #132 | PD Message - GoodCRC (from Cable or UUT) (SOP') | |
| Events #133-134 | PD Sequence Start (Announce Source Capabilities) | |
| Event #133 | PD Message - Source Capabilities (from UUT) | |
| Event #134 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #135-141 | PD Sequence Start (Power Transition Request) | |
| Event #135 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #136 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #137 | PD Message - Accept (from UUT) (SOP) | |
| Event #138 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #140 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #141 | PD Message - GoodCRC (from Tester) (SOP) |
| Events #145-146 | PD Sequence Start (BIST Test Sequence) | |
| Event #145 | PD Message - BIST (from Tester) (SOP) | |
| Event #146 | PD Message - GoodCRC (from UUT) (SOP) |
| Events #149-150 | PD Sequence Start (BIST Test Sequence) | |
| Event #149 | PD Message - BIST (from Tester) (SOP) | |
| Event #150 | PD Message - GoodCRC (from UUT) (SOP) | |
| Events #151-152 | PD Sequence Start (BIST Test Sequence) | |
| Event #151 | PD Message - BIST (from Tester) (SOP) | |
| Event #152 | PD Message - GoodCRC (from UUT) (SOP) | |
| Events #153-154 | PD Sequence Start (BIST Test Sequence) | |
| Event #153 | PD Message - BIST (from Tester) (SOP) | |
| Event #154 | PD Message - GoodCRC (from UUT) (SOP) | |
| Events #155-156 | PD Sequence Start (BIST Test Sequence) | |
| Event #155 | PD Message - BIST (from Tester) (SOP) | |
| Event #156 | PD Message - GoodCRC (from UUT) (SOP) | |
| Events #157-158 | PD Sequence Start (BIST Test Sequence) | |
| Event #157 | PD Message - BIST (from Tester) (SOP) |
...Suppressing multiple event reporting...
| 13362 BIST Test messages were successfully responded to |
| Events #27211-27212 | PD Sequence Start (BIST Test Sequence) | |
| Event #27211 | PD Message - BIST (from Tester) (SOP) | |
| Event #27212 | PD Message - GoodCRC (from UUT) (SOP) | |
| Events #27213-27214 | PD Sequence Start (BIST Test Sequence) | |
| Event #27213 | PD Message - BIST (from Tester) (SOP) | |
| Event #27214 | PD Message - GoodCRC (from UUT) (SOP) | |
| Events #27215-27216 | PD Sequence Start (BIST Test Sequence) | |
| Event #27215 | PD Message - BIST (from Tester) (SOP) | |
| Event #27216 | PD Message - GoodCRC (from UUT) (SOP) | |
| Events #27217-27218 | PD Sequence Start (BIST Test Sequence) | |
| Event #27217 | PD Message - BIST (from Tester) (SOP) | |
| Event #27218 | PD Message - GoodCRC (from UUT) (SOP) | |
| Events #27219-27220 | PD Sequence Start (BIST Test Sequence) | |
| Event #27219 | PD Message - BIST (from Tester) (SOP) |
...Suppressing multiple event reporting...
| 13362 BIST Test messages were successfully responded to |
| Event #54234 | Detached | |
| Event #54236 | VBUS turned off |
| Event #54298 | VBUS turned on | |
| Events #54301-54304 | PD Sequence Start (VDM Discover ID) | |
| Event #54301 | PD Message - VDM - Discover ID REQ (Rev 3.0) (from Cable or UUT) (SOP') | |
| Event #54302 | PD Message - GoodCRC (from Emulated Marker) (SOP') | |
| Event #54303 | PD Message - VDM - Discover ID ACK (from Emulated Marker) (SOP') | |
| ID Header B15:B0 - (Vendor ID) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_16] | ||
| Product VDO B31:B16 - (PID) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_19] | ||
| Cable VDO B31:28 - (HW Version) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_22] | ||
| Cable VDO B27:24 - (Firmware Version) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_23] | ||
| Cable VDO B19:18 - (Type-C to Type-A/B/C) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_25] | ||
| Cable VDO B16:B13 - (Cable Latency) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_27] | ||
| Cable VDO B6:B5 - (VBUS Current Handling Capability) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_33] | ||
| Cable VDO B4 - (VBUS through cable) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_34] | ||
| Cable VDO B2:B0 - (USB Superspeed Signaling Support) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_36] | ||
| Event #54304 | PD Message - GoodCRC (from Cable or UUT) (SOP') | |
| Events #54305-54306 | PD Sequence Start (Announce Source Capabilities) | |
| Event #54305 | PD Message - Source Capabilities (from UUT) | |
| Event #54306 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #54307-54313 | PD Sequence Start (Power Transition Request) | |
| Event #54307 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #54308 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54309 | PD Message - Accept (from UUT) (SOP) | |
| Event #54310 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #54312 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #54313 | PD Message - GoodCRC (from Tester) (SOP) |
| Events #54316-54317 | PD Sequence Start (BIST Test Sequence) | |
| Event #54316 | PD Message - BIST (from Tester) (SOP) | |
| Event #54317 | PD Message - GoodCRC (from UUT) (SOP) |
| Events #54320-54320 | PD Sequence Start (BIST Test Sequence) | |
| Event #54320 | PD Message - BIST (from Tester) (SOP) |
| Events #54322-54400 | PD Sequence Start (BIST Test Sequence) | |
| Event #54322 | PD Message - BIST (from Tester) (SOP) | |
| Event #54324 | PD Message Fragment - assuming last part of GoodCRC (from UUT) |
| Event #54329 | Detached | |
| Event #54331 | VBUS turned off |
| Event #54393 | VBUS turned on | |
| Events #54397-54400 | PD Sequence Start (VDM Discover ID) | |
| Event #54397 | PD Message - VDM - Discover ID REQ (Rev 3.0) (from Cable or UUT) (SOP') | |
| Event #54398 | PD Message - GoodCRC (from Emulated Marker) (SOP') | |
| Event #54399 | PD Message - VDM - Discover ID ACK (from Emulated Marker) (SOP') | |
| ID Header B15:B0 - (Vendor ID) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_16] | ||
| Product VDO B31:B16 - (PID) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_19] | ||
| Cable VDO B31:28 - (HW Version) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_22] | ||
| Cable VDO B27:24 - (Firmware Version) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_23] | ||
| Cable VDO B19:18 - (Type-C to Type-A/B/C) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_25] | ||
| Cable VDO B16:B13 - (Cable Latency) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_27] | ||
| Cable VDO B6:B5 - (VBUS Current Handling Capability) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_33] | ||
| Cable VDO B4 - (VBUS through cable) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_34] | ||
| Cable VDO B2:B0 - (USB Superspeed Signaling Support) is not VIF specified value. [PROT_MSG_DATA_VDM_ID_ACK_36] | ||
| Event #54400 | PD Message - GoodCRC (from Cable or UUT) (SOP') | |
| Events #54401-54402 | PD Sequence Start (Announce Source Capabilities) | |
| Event #54401 | PD Message - Source Capabilities (from UUT) | |
| Event #54402 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #54403-54408 | PD Sequence Start (Power Transition Request) | |
| Event #54403 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #54404 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54405 | PD Message - Accept (from UUT) (SOP) | |
| Event #54406 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #54407 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #54408 | PD Message - GoodCRC (from Tester) (SOP) |
| Events #54412-54413 | PD Sequence Start (BIST Test Sequence) | |
| Event #54412 | PD Message - BIST (from Tester) (SOP) | |
| Event #54413 | PD Message - GoodCRC (from UUT) (SOP) |
| Event #54414 | Tester acting as Sink (Rd=5k1) | |
| Measured 1680 mV (in range) |
| Event #54422 | Detached | |
| Event #54424 | VBUS turned off |
| Event #54495 | VBUS turned on | |
| Events #54498-54499 | PD Sequence Start (Announce Source Capabilities) | |
| Event #54498 | PD Message - Source Capabilities (from UUT) | |
| Event #54499 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #54500-54505 | PD Sequence Start (Power Transition Request) | |
| Event #54500 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #54501 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54502 | PD Message - Accept (from UUT) (SOP) | |
| Event #54503 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #54504 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #54505 | PD Message - GoodCRC (from Tester) (SOP) |
| Events #54509-54519 | PD Sequence Start (BIST Test Sequence) | |
| Event #54509 | PD Message - BIST (from Tester) (SOP) | |
| Event #54510 | PD Message - GoodCRC (from UUT) (SOP) |
| Event #54512 | PD Message - BIST (from Tester) (SOP') |
| Event #54515 | PD Message - BIST (from Tester) (SOP'') |
| Event #54517 | PD Message - BIST (from Tester) (SOP'_debug) |
| Event #54519 | PD Message - BIST (from Tester) (SOP''_debug) |
| Event #54521 | Detached | |
| Event #54524 | VBUS turned off |
| Event #54593 | VBUS turned on | |
| Events #54596-54597 | PD Sequence Start (Announce Source Capabilities) | |
| Event #54596 | PD Message - Source Capabilities (from UUT) | |
| Event #54597 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #54598-54604 | PD Sequence Start (Power Transition Request) | |
| Event #54598 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #54599 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54600 | PD Message - Accept (from UUT) (SOP) | |
| Event #54601 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #54603 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #54604 | PD Message - GoodCRC (from Tester) (SOP) |
| Events #54606-54622 | PD Sequence Start (Request Sink Capabilities) | |
| Event #54606 | PD Message - Get_Sink_Cap (from Tester) (SOP) | |
| Event #54607 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54608 | PD Message - Reject (from UUT) (SOP) | |
| Event #54609 | PD Message - GoodCRC (from Tester) (SOP) |
| Event #54611 | PD Message - Get_Sink_Cap (from Tester) (SOP) |
| Event #54617 | PD Message - Get_Sink_Cap (from Tester) (SOP) |
| Event #54620 | PD Message - Get_Sink_Cap (from Tester) (SOP) | |
| MessageID is not one greater than that previously sent. [PROT_MSG_HDR_6] |
| Event #54622 | PD Spurious Data (from Tester) |
| Event #54623 | Detached | |
| Event #54627 | VBUS turned off |
| Event #54696 | VBUS turned on | |
| Events #54699-54700 | PD Sequence Start (Announce Source Capabilities) | |
| Event #54699 | PD Message - Source Capabilities (from UUT) | |
| Event #54700 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #54701-54707 | PD Sequence Start (Power Transition Request) | |
| Event #54701 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #54702 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54703 | PD Message - Accept (from UUT) (SOP) | |
| Event #54704 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #54705 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #54707 | PD Message - GoodCRC (from Tester) (SOP) |
| Events #54709-54712 | PD Sequence Start (Request Sink Capabilities) | |
| Event #54709 | PD Message - Get_Sink_Cap (from Tester) (SOP) | |
| Event #54710 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54711 | PD Message - Reject (from UUT) (SOP) | |
| Event #54712 | PD Message - GoodCRC (from Tester) (SOP) |
| Event #54713 | Detached | |
| Event #54715 | VBUS turned off |
| Event #54775 | VBUS turned on | |
| Events #54778-54779 | PD Sequence Start (Announce Source Capabilities) | |
| Event #54778 | PD Message - Source Capabilities (from UUT) | |
| Event #54779 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #54780-54786 | PD Sequence Start (Power Transition Request) | |
| Event #54780 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #54781 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54782 | PD Message - Accept (from UUT) (SOP) | |
| Event #54783 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #54784 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #54786 | PD Message - GoodCRC (from Tester) (SOP) |
| Events #54788-54789 | PD Sequence Start (Request Sink Capabilities) | |
| Event #54788 | PD Message - Get_Sink_Cap (from Tester) (SOP) | |
| MessageID is not one greater than that previously sent. [PROT_MSG_HDR_6] | ||
| Event #54789 | PD Message - GoodCRC (from UUT) (SOP) |
| Event #54791 | Detached | |
| Event #54793 | VBUS turned off |
| Event #54852 | VBUS turned on | |
| Events #54855-54856 | PD Sequence Start (Announce Source Capabilities) | |
| Event #54855 | PD Message - Source Capabilities (from UUT) | |
| Event #54856 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #54857-54863 | PD Sequence Start (Power Transition Request) | |
| Event #54857 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #54858 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54859 | PD Message - Accept (from UUT) (SOP) | |
| Event #54860 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #54862 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #54863 | PD Message - GoodCRC (from Tester) (SOP) |
| Scope Capture #1 | VBUS Measurement - Hard Reset | |
| VBUS plot is valid. | ||
| tSrcRecover = 894992us (0.66s to 1s) | ||
| Events #54866-0 | PD Sequence Start (Hard Reset) | |
| Event #54866 | PD Hard Reset (from Tester) | |
| Event #54867 | VBUS turned off | |
| Event #54868 | VBUS turned on | |
| Events #54869-54870 | PD Sequence Start (Announce Source Capabilities) | |
| Event #54869 | PD Message - Source Capabilities (from UUT) | |
| Event #54870 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #54871-54876 | PD Sequence Start (Power Transition Request) | |
| Event #54871 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #54872 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54873 | PD Message - Accept (from UUT) (SOP) | |
| Event #54874 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #54875 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #54876 | PD Message - GoodCRC (from Tester) (SOP) |
| Event #54917 | Detached | |
| Event #54919 | VBUS turned off |
| Event #54979 | VBUS turned on | |
| Events #54982-54983 | PD Sequence Start (Announce Source Capabilities) | |
| Event #54982 | PD Message - Source Capabilities (from UUT) | |
| Event #54983 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #54984-54990 | PD Sequence Start (Power Transition Request) | |
| Event #54984 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #54985 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54986 | PD Message - Accept (from UUT) (SOP) | |
| Event #54987 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #54989 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #54990 | PD Message - GoodCRC (from Tester) (SOP) |
| Events #54992-54995 | PD Sequence Start (Soft Reset) | |
| Event #54992 | PD Message - Soft Reset (from Tester) (SOP) | |
| WARNING: This message was not expected in the current context. | ||
| Event #54993 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #54994 | PD Message - Accept (from UUT) (SOP) | |
| Event #54995 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #54996-54997 | PD Sequence Start (Announce Source Capabilities) | |
| Event #54996 | PD Message - Source Capabilities (from UUT) | |
| Event #54997 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #54998-55003 | PD Sequence Start (Power Transition Request) | |
| Event #54998 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #54999 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #55000 | PD Message - Accept (from UUT) (SOP) | |
| Event #55001 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #55002 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #55003 | PD Message - GoodCRC (from Tester) (SOP) |
| Event #55054 | Detached | |
| Event #55056 | VBUS turned off |
| Event #55126 | VBUS turned on | |
| Events #55130-55131 | PD Sequence Start (Announce Source Capabilities) | |
| Event #55130 | PD Message - Source Capabilities (from UUT) | |
| Event #55131 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #55132-55137 | PD Sequence Start (Power Transition Request) | |
| Event #55132 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #55133 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #55134 | PD Message - Accept (from UUT) (SOP) | |
| Event #55135 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #55136 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #55137 | PD Message - GoodCRC (from Tester) (SOP) |
| Events #55141-55145 | PD Sequence Start (BIST Test Sequence) | |
| Event #55141 | PD Message - BIST (from Tester) (SOP) | |
| Event #55142 | PD Message - GoodCRC (from UUT) (SOP) |
| Event #55144 | PD Message - Reserved (from Tester) (SOP) | |
| Reserved message type used [PROT_MSG_HDR_10] | ||
| Event #55145 | PD Message - GoodCRC (from UUT) (SOP) |
| Event #55147 | Detached | |
| Event #55149 | VBUS turned off |
| Event #55219 | VBUS turned on | |
| Events #55223-55224 | PD Sequence Start (Announce Source Capabilities) | |
| Event #55223 | PD Message - Source Capabilities (from UUT) | |
| Event #55224 | PD Message - GoodCRC (from Tester) (SOP) | |
| Events #55225-55230 | PD Sequence Start (Power Transition Request) | |
| Event #55225 | PD Message - Request (from Tester) (SOP) | |
| RDO B25 - (USB Communications Capable) is not VIF specified value. [PROT_MSG_DATA_REQ_6] | ||
| Event #55226 | PD Message - GoodCRC (from UUT) (SOP) | |
| Event #55227 | PD Message - Accept (from UUT) (SOP) | |
| Event #55228 | PD Message - GoodCRC (from Tester) (SOP) | |
| Event #55229 | PD Message - PS_RDY (from UUT) (SOP) | |
| Event #55230 | PD Message - GoodCRC (from Tester) (SOP) |
| Events #55233-55234 | PD Sequence Start (Request Manufacturer Info) | |
| Event #55233 | PD Message - Get_Manufacturer_Info (from Tester) (SOP) | |
| Event #55234 | PD Message - GoodCRC (from UUT) (SOP) |
| Event #55255 | Detached | |
| Event #55257 | VBUS turned off |
For Information Only:
0 Retries by UUT using SOP
0 Retries by UUT using SOP'
0 Retries by Tester using SOP
0 Retries by Tester using SOP'
No Post-Run Errors found.
0 Runtime Errors
BMC-PHY-TX-EYE Primary - PASS
BMC-PHY-TX-EYE Secondary - PASS
BMC-PHY-RX-INT-REJ - PASS
BMC-PHY-RX-INT-REJ Secondary - PASS
BMC-PHY-RX-BUSIDL - PASS
BMC-PHY-RX-BUSIDL Secondary - PASS
BMC-PHY-TERM - PASS
BMC-PHY-TERM Secondary - PASS
BMC-PHY-MSG - PASS
BMC-PHY-MSG Secondary - PASS
BMC PHY Tx: PASS
BMC PHY Rx: PASS
BMC PHY Misc: PASS
Protocol Specific: [Required]
Power Specific: [Required]
Secondary: PASS
| Get_Sink_Cap (UUT as Source) | Rejected (Rev 2) (see Event #54608) | OK |


THE ANARCHISTS A film review by Steve Rhodes Copyright 2001 Steve Rhodes RATING (0 TO ****): ***
Set in 1924 Shanghai during the turmoil caused by the political occupation by the Japanese of Shanghai and Korea, THE ANARCHISTS tells a gripping saga of a fight against repression. With an epic look and feel, the picture is reminiscent of THE GODFATHER, although there are John Woo (MISSION: IMPOSSIBLE II) style action touches as well. Directed powerfully by Yu Young-Sik, the story is very loosely based on a true story related to him by his grandfather.
Rejecting socialism as just another form of totalitarianism, the anarchists band together as political terrorists fighting against the Japanese. Bound not by blood but by a common political bond, they fight with little lasting effect against much, much stronger forces.
With strong, melancholic music, lush cinematography, beautiful costumes, handsome period sets and good acting all around, the movie is stunning as well as touching. Only the script, which meanders when it should stay focused, is a significant downfall. The movie would be substantially helped if it were to begin with a brief history lesson. After our screening, the director and the host filled in some of the complicated politics of that era, which helped provide some context for what we had seen. Without such explanations, Western audiences are likely to leave the theater quite impressed but a bit confused.
THE ANARCHISTS runs 1:40. The film is in Korean with English subtitles. It is not rated but would be an R for violence and brief nudity. It would be acceptable for older teenagers.
Web: http://www.InternetReviews.com Email<EMAIL_ADDRESS>Want free reviews and weekly movie and video recommendations via Email? Just send me a letter with the word "subscribe" in the subject line.
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.
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Related links: index of all rec.arts.movies.reviews reviews


--- title: M5 dataset keywords: fastai sidebar: home_sidebar summary: "Download and evaluate the M5 dataset." description: "Download and evaluate the M5 dataset." nb_path: "nbs/data_datasets__m5.ipynb" ---
Y_df, X_df, S_df = M5.load('./data')
n_series = 30_490
assert Y_df['unique_id'].unique().size == n_series
assert X_df['unique_id'].unique().size == n_series
assert S_df.shape[0] == 30_490
Y_df.head()
X_df.head()
S_df.head()
The method evaluate
from the class M5Evaluation
can receive a url of a submission to the M5 competiton.
The results compared to the on-the-fly evaluation were obtained from the official evaluation.
m5_winner_url = 'https://github.com/Nixtla/m5-forecasts/raw/main/forecasts/0001 YJ_STU.zip'
winner_evaluation = M5Evaluation.evaluate('data', m5_winner_url)
# Test of the same evaluation as the original one
test_close(winner_evaluation.loc['Total'].item(), 0.520, eps=1e-3)
winner_evaluation
Also the method evaluate
can recevie a pandas DataFrame of forecasts.
m5_second_place_url = 'https://github.com/Nixtla/m5-forecasts/raw/main/forecasts/0002 Matthias.zip'
m5_second_place_forecasts = M5Evaluation.load_benchmark('data', m5_second_place_url)
second_place_evaluation = M5Evaluation.evaluate('data', m5_second_place_forecasts)
# Test of the same evaluation as the original one
test_close(second_place_evaluation.loc['Total'].item(), 0.528, eps=1e-3)
second_place_evaluation
The evaluation metric of the Favorita Kaggle competition was the normalized weighted root mean squared logarithmic error (NWRMSLE). Perishable items have a score weight of 1.25; otherwise, the weight is 1.0.
{% raw %} $$ NWRMSLE = \sqrt{\frac{\sum^{n}_{i=1} w_{i}\left(log(\hat{y}_{i}+1) - log(y_{i}+1)\right)^{2}}{\sum^{n}_{i=1} w_{i}}}$$ {% endraw %}
| Kaggle Competition Forecasting Methods | 16D ahead NWRMSLE | |
|---|---|---|
| LGBM [1] | 0.5091 | |
| Seq2Seq WaveNet [2] | 0.5129 |


Actions, resources, and condition keys for Amazon AppStream 2.0
Amazon AppStream 2.0 (service prefix:
appstream
) provides the following service-specific resources, actions, and condition context keys for use in IAM permission policies.
References:
-
Learn how to configure this service .
-
View a list of the API operations available for this service .
-
Learn how to secure this service and its resources by using IAM permission policies.
Topics
Actions defined by Amazon AppStream 2.0
You can specify the following actions in the
Action
element of an IAM policy statement. Use policies to grant permissions to perform an operation in AWS. When you use an action in a policy, you usually allow or deny access to the API operation or CLI command with the same name. However, in some cases, a single action controls access to more than one operation. Alternatively, some operations require several different actions.
The
Resource types
column of the Actions table indicates whether each action supports resource-level permissions. If there is no value for this column, you must specify all resources ("*") to which the policy applies in the
Resource
element of your policy statement. If the column includes a resource type, then you can specify an ARN of that type in a statement with that action. If the action has one or more required resources, the caller must have permission to use the action with those resources. Required resources are indicated in the table with an asterisk (*). If you limit resource access with the
Resource
element in an IAM policy, you must include an ARN or pattern for each required resource type. Some actions support multiple resource types. If the resource type is optional (not indicated as required), then you can choose to use one of the optional resource types.
The
Condition keys
column of the Actions table includes keys that you can specify in a policy statement's
Condition
element. For more information on the condition keys that are associated with resources for the service, see the
Condition keys
column of the Resource types table.
For details about the columns in the following table, see Actions table .
| Actions | Description | Access level | Resource types (*required) | Condition keys | Dependent actions |
|---|---|---|---|---|---|
| AssociateAppBlockBuilderAppBlock | Grants permission to associate the specified app block builder with the app block | Write | |||
| AssociateApplicationFleet | Grants permission to associate the specified application with the fleet | Write | |||
| AssociateApplicationToEntitlement | Grants permission to associate the specified application to the specified entitlement | Write | |||
| AssociateFleet | Grants permission to associate the specified fleet with the specified stack | Write | |||
| BatchAssociateUserStack | Grants permission to associate the specified users with the specified stacks. Users in a user pool cannot be assigned to stacks with fleets that are joined to an Active Directory domain | Write | |||
| BatchDisassociateUserStack | Grants permission to disassociate the specified users from the specified stacks | Write | |||
| CopyImage | Grants permission to copy the specified image within the same Region or to a new Region within the same AWS account | Write | |||
| CreateAppBlock | Grants permission to create an app block. App blocks store details about the virtual hard disk that contains the files for the application in an S3 bucket. It also stores the setup script with details about how to mount the virtual hard disk. App blocks are only supported for Elastic fleets | Write | |||
| CreateAppBlockBuilder | Grants permission to create an app block builder. An app block builder is a virtual machine that is used to create an app block | Write | |||
| CreateAppBlockBuilderStreamingURL | Grants permission to create a URL to start an app block builder streaming session | Write | |||
| CreateApplication | Grants permission to create an application within customer account. Applications store the details about how to launch applications on streaming instances. This is only supported for Elastic fleets | Write | |||
| CreateDirectoryConfig | Grants permission to create a Directory Config object in AppStream 2.0. This object includes the configuration information required to join fleets and image builders to Microsoft Active Directory domains | Write | |||
| CreateEntitlement | Grants permission to create an entitlement to control access to applications based on user attributes | Write | |||
| CreateFleet | Grants permission to create a fleet. A fleet is a group of streaming instances from which applications are launched and streamed to users | Write | |||
| CreateImageBuilder | Grants permission to create an image builder. An image builder is a virtual machine that is used to create an image | Write | |||
| CreateImageBuilderStreamingURL | Grants permission to create a URL to start an image builder streaming session | Write | |||
| CreateStack | Grants permission to create a stack to start streaming applications to users. A stack consists of an associated fleet, user access policies, and storage configurations | Write | |||
| CreateStreamingURL | Grants permission to create a temporary URL to start an AppStream 2.0 streaming session for the specified user. A streaming URL enables application streaming to be tested without user setup | Write | |||
| CreateUpdatedImage | Grants permission to update an existing image within customer account | Write | |||
| CreateUsageReportSubscription | Grants permission to create a usage report subscription. Usage reports are generated daily | Write | |||
| CreateUser | Grants permission to create a new user in the user pool | Write | |||
| DeleteAppBlock | Grants permission to delete the specified app block | Write | |||
| DeleteAppBlockBuilder | Grants permission to delete the specified app block builder and release capacity | Write | |||
| DeleteApplication | Grants permission to delete the specified application | Write | |||
| DeleteDirectoryConfig | Grants permission to delete the specified Directory Config object from AppStream 2.0. This object includes the configuration information required to join fleets and image builders to Microsoft Active Directory domains | Write | |||
| DeleteEntitlement | Grants permission to delete the specified entitlement | Write | |||
| DeleteFleet | Grants permission to delete the specified fleet | Write | |||
| DeleteImage | Grants permission to delete the specified image. An image cannot be deleted when it is in use | Write | |||
| DeleteImageBuilder | Grants permission to delete the specified image builder and release capacity | Write | |||
| DeleteImagePermissions | Grants permission to delete permissions for the specified private image | Write | |||
| DeleteStack | Grants permission to delete the specified stack. After the stack is deleted, the application streaming environment provided by the stack is no longer available to users. Also, any reservations made for application streaming sessions for the stack are released | Write | |||
| DeleteUsageReportSubscription | Grants permission to disable usage report generation | Write | |||
| DeleteUser | Grants permission to delete a user from the user pool | Write | |||
| DescribeAppBlockBuilderAppBlockAssociations | Grants permission to retrieve the associations that are associated with the specified app block builder or app block | Read | |||
| DescribeAppBlockBuilders | Grants permission to retrieve a list that describes one or more specified app block builders, if the app block builder names are provided. Otherwise, all app block builders in the account are described | Read | |||
| DescribeAppBlocks | Grants permission to retrieve a list that describes one or more specified app blocks, if the app block arns are provided. Otherwise, all app blocks in the account are described | Read | |||
| DescribeApplicationFleetAssociations | Grants permission to retrieve the associations that are associated with the specified application or fleet | Read | |||
| DescribeApplications | Grants permission to retrieve a list that describes one or more specified applications, if the application arns are provided. Otherwise, all applications in the account are described | Read | |||
| DescribeDirectoryConfigs | Grants permission to retrieve a list that describes one or more specified Directory Config objects for AppStream 2.0, if the names for these objects are provided. Otherwise, all Directory Config objects in the account are described. This object includes the configuration information required to join fleets and image builders to Microsoft Active Directory domains | Read | |||
| DescribeEntitlements | Grants permission to retrieve one or all entitlements for the specified stack | Read | |||
| DescribeFleets | Grants permission to retrieve a list that describes one or more specified fleets, if the fleet names are provided. Otherwise, all fleets in the account are described | Read | |||
| DescribeImageBuilders | Grants permission to retrieve a list that describes one or more specified image builders, if the image builder names are provided. Otherwise, all image builders in the account are described | Read | |||
| DescribeImagePermissions | Grants permission to retrieve a list that describes the permissions for shared AWS account IDs on a private image that you own | Read | |||
| DescribeImages | Grants permission to retrieve a list that describes one or more specified images, if the image names or image ARNs are provided. Otherwise, all images in the account are described | Read | |||
| DescribeSessions | Grants permission to retrieve a list that describes the streaming sessions for the specified stack and fleet. If a user ID is provided for the stack and fleet, only the streaming sessions for that user are described | Read | |||
| DescribeStacks | Grants permission to retrieve a list that describes one or more specified stacks, if the stack names are provided. Otherwise, all stacks in the account are described | Read | |||
| DescribeUsageReportSubscriptions | Grants permission to retrieve a list that describes one or more usage report subscriptions | Read | |||
| DescribeUserStackAssociations | Grants permission to retrieve a list that describes the UserStackAssociation objects | Read | |||
| DescribeUsers | Grants permission to retrieve a list that describes users in the user pool | Read | |||
| DisableUser | Grants permission to disable the specified user in the user pool. This action does not delete the user | Write | |||
| DisassociateAppBlockBuilderAppBlock | Grants permission to disassociate the specified app block builder with the app block | Write | |||
| DisassociateApplicationFleet | Grants permission to disassociate the specified application from the specified fleet | Write | |||
| DisassociateApplicationFromEntitlement | Grants permission to disassociate the specified application from the specified entitlement | Write | |||
| DisassociateFleet | Grants permission to disassociate the specified fleet from the specified stack | Write | |||
| EnableUser | Grants permission to enable a user in the user pool | Write | |||
| ExpireSession | Grants permission to immediately stop the specified streaming session | Write | |||
| ListAssociatedFleets | Grants permission to retrieve the name of the fleet that is associated with the specified stack | Read | |||
| ListAssociatedStacks | Grants permission to retrieve the name of the stack with which the specified fleet is associated | Read | |||
| ListEntitledApplications | Grants permission to retrieve the applications that are associated with the specified entitlement | List | |||
| ListTagsForResource | Grants permission to retrieve a list of all tags for the specified AppStream 2.0 resource. The following resources can be tagged: Image builders, images, fleets, and stacks | Read | |||
| StartAppBlockBuilder | Grants permission to start the specified app block builder | Write | |||
| StartFleet | Grants permission to start the specified fleet | Write | |||
| StartImageBuilder | Grants permission to start the specified image builder | Write | |||
| StopAppBlockBuilder | Grants permission to stop the specified app block builder | Write | |||
| StopFleet | Grants permission to stop the specified fleet | Write | |||
| StopImageBuilder | Grants permission to stop the specified image builder | Write | |||
| Stream | Grants permission to federated users to sign in by using their existing credentials and stream applications from the specified stack | Write | |||
| TagResource | Grants permission to add or overwrite one or more tags for the specified AppStream 2.0 resource. The following resources can be tagged: Image builders, images, fleets, stacks, app blocks and applications | Tagging | |||
| UntagResource | Grants permission to disassociate one or more tags from the specified AppStream 2.0 resource | Tagging | |||
| UpdateAppBlockBuilder | Grants permission to update a specific app block builder. An app block builder is a virtual machine that is used to create an app block | Write | |||
| UpdateApplication | Grants permission to update the specified fields for the specified application | Write | |||
| UpdateDirectoryConfig | Grants permission to update the specified Directory Config object in AppStream 2.0. This object includes the configuration information required to join fleets and image builders to Microsoft Active Directory domains | Write | |||
| UpdateEntitlement | Grants permission to update the specified fields for the specified entitlement | Write | |||
| UpdateFleet | Grants permission to update the specified fleet. All attributes except the fleet name can be updated when the fleet is in the STOPPED state | Write | |||
| UpdateImagePermissions | Grants permission to add or update permissions for the specified private image | Write | |||
| UpdateStack | Grants permission to update the specified fields for the specified stack | Write | |||
Resource types defined by Amazon AppStream 2.0
The following resource types are defined by this service and can be used in the
Resource
element of IAM permission policy statements. Each action in the
Actions table
identifies the resource types that can be specified with that action. A resource type can also define which condition keys you can include in a policy. These keys are displayed in the last column of the Resource types table. For details about the columns in the following table, see
Resource types table
.
| Resource types | ARN | Condition keys |
|---|---|---|
| fleet |
arn:$
{
Partition}:appstream:$
{
Region}:$
{
Account}:fleet/$
{
FleetName}
|
|
| image |
arn:$
{
Partition}:appstream:$
{
Region}:$
{
Account}:image/$
{
ImageName}
|
|
| image-builder |
arn:$
{
Partition}:appstream:$
{
Region}:$
{
Account}:image-builder/$
{
ImageBuilderName}
|
|
| stack |
arn:$
{
Partition}:appstream:$
{
Region}:$
{
Account}:stack/$
{
StackName}
|
|
| app-block |
arn:$
{
Partition}:appstream:$
{
Region}:$
{
Account}:app-block/$
{
AppBlockName}
|
|
| application |
arn:$
{
Partition}:appstream:$
{
Region}:$
{
Account}:application/$
{
ApplicationName}
|
|
| app-block-builder |
arn:$
{
Partition}:appstream:$
{
Region}:$
{
Account}:app-block-builder/$
{
AppBlockBuilderName}
|
Condition keys for Amazon AppStream 2.0
Amazon AppStream 2.0 defines the following condition keys that can be used in the
Condition
element of an IAM policy. You can use these keys to further refine the conditions under which the policy statement applies. For details about the columns in the following table, see
Condition keys table
.
To view the global condition keys that are available to all services, see Available global condition keys .
| Condition keys | Description | Type |
|---|---|---|
| appstream:userId | Filters access by the ID of the AppStream 2.0 user | String |
| aws:RequestTag/${TagKey} | Filters access by the presence of tag key-value pairs in the request | String |
| aws:ResourceTag/${TagKey} | Filters access by the tag key-value pairs attached to the resource | String |
| aws:TagKeys | Filters access by the presence of tag keys in the request | ArrayOfString |


Let's create useful website for you ?
TO CREATE A POWERFUL PROJECT ONCE, A BIT OF LUCK IS ENOUGH
Take the rapid transit railway S7 (departing every 30 minutes) to “Landstraße Wien Mitte”. From there, take metro line U4 towards.
Take metro line U3 towards “Simmering” and get off at “Volkstheater” station. Transfer to metro line U2 towards “Seestadt” and ride two stations to “Schottentor”.
Just program the exact data into the online navigation system.  As a special service


@* * Copyright 2017 HM Revenue & Customs * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. *@ @import actions.AuthenticatedRequest @import utils.Formatters @(model: controllers.ManagePropertiesSearchAndSortVM, unreadMessageCount: Int)(implicit request: AuthenticatedRequest[_], messages: Messages) @heading = @{ Messages("dashboard.manageProperties.title") } @main_template( title = heading, individualId = Some(request.personId), topNavigation = false ) { @partials.dashboardTabs(unreadMessageCount)
@Messages("dashboard.manageProperties.expectDelays")
@Messages("dashboard.managedProperties.addAnotherProperty")
@if(model.result.authorisations.isEmpty && model.pagination.valuesOfSearchParameters == "") {


---
layout: default
---
We are Data, Responsibly. We study the foundations of responsible data science, and build tools that translate our insights into data science practice.
Algorithms discriminate just like humans do, but at a larger scale. Technology must be informed by ethical and legal considerations.
Ensuring different kinds of objects are represented in the output of an algorithmic process.
Users and regulators must be able to understand how raw data was selected, and what operations were performed during analysis.
Equality of opportunity and equality of outcomes enforce the similar treatment for similar people, believing the current dissimilarity is the result of past injustice.
Responsibility by design, managed at all stages of the lifecycle of data-intensive applications.


-
3
+
END TURN
6
+
Parts
First Appearance
Second Appearance
DMG/Shield
Mouth
Horn
Back
Tail
Mouth
Horn
Back
Tail
Mouth
Horn
Back
Tail
CLEAR TABLE
NEW GAME
Round
1


Ecclesiastes 7:4
The heart of the wise is in the house of mourning; but the heart of fools is in the house of mirth.


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--- title: Israel shot 019 date: 2004-01-20T00:00:00.000Z filepathOriginal: photos/IMG0186.jpg filepathThumbnail: photos/IMG0186.thumbnail.jpg filepathPreview: photos/IMG0186.preview.jpg ---
Shtern and I at the lookout


Monitor/MWait Leaf
Smallest Line Size specifies the smallest address line size the MONITOR/MWAIT instructions examine.
Largest Line Size specifies the largest address line size the MONITOR/MWAIT instructions examine.
Interrupts Treated as Break-Event specifies that the processor treats interrupts as a break-event for MWAIT even when interrupts are disabled.
Number of C Sub-States Supported specifies the number of sub-states for each processor-sepcific C-state.


{% extends "console.html" %} {% import 'admin/layout.html' as layout with context -%} {% import 'admin/static.html' as admin_static with context %} {% block servicename %} My Account {% endblock %} {% block consolecontent %}


Return Http.Server instance.
Return Https.Server instance.
Return the injectorService initialized by the server.
Return the InjectorService initialized by the server.
Return the settings configured by the decorator @ServerSettings.
This method let you configure the middleware required by your application to works.
Add classes to the components list
Add classes decorated by @Controller()
to components container.
@Controller('/ctrl')
class MyController{
}
new ServerLoader().addControllers('/rest', [MyController])
?> If the MyController class isn't decorated, the class will be ignored.
Create a new HTTP server with the provided port
.
Create a new HTTPs server.
options
port
<number>: Port number,key
<string> | <string[]> | <Buffer> | <Object[]>: The private key of the server in PEM format. To support multiple keys using different algorithms an array can be provided either as a plain array of key strings or an array of objects in the format {pem: key, passphrase: passphrase}
. This option is required for ciphers that make use of private keys.passphrase
<string> A string containing the passphrase for the private key or pfx.cert
<string> | <string[]> | <Buffer> | <Buffer[]>: A string, Buffer, array of strings, or array of Buffers containing the certificate key of the server in PEM format. (Required)ca
<string> | <string[]> | <Buffer> | <Buffer[]>: A string, Buffer, array of strings, or array of Buffers of trusted certificates in PEM format. If this is omitted several well known "root" CAs (like VeriSign) will be used. These are used to authorize connections.See more info on httpsOptions.
Options to create new HTTPS server.
Proxy to express engine
Initialize configuration of the express app.
Mount all controllers files that match with globPattern
(Glob Pattern)
under the endpoint. See Versioning Rest API for more informations.
Scan and imports all files matching the pattern. See the document on the Glob pattern for more information.
import {ServerLoader} from "@tsed/common";
import Path = require("path");
export class Server extends ServerLoader {
constructor() {
super();
let appPath = Path.resolve(__dirname);
this.scan(appPath + "/controllers/**\/**.js")
}
}
Theses pattern scan all files in the directories controllers, services recursively.
!> On windows on can have an issue with the Glob pattern and the /. To solve it, build your path pattern with the module Path.
const controllerPattern = Path.join(rootDir, 'controllers','**','*.js');
Proxy to express set
Start the express server.
Create a new server from settings parameters.
This method let you to add a express middleware or a Ts.ED middleware like GlobalAcceptMimes.
@ServerSettings({
rootDir,
acceptMimes: ['application/json'] // optional
})
export class Server extends ServerLoader {
$onMountingMiddlewares(): void|Promise<any> {
const methodOverride = require('method-override');
this.use(GlobalAcceptMimesMiddleware)
.use(methodOverride());
// similar to
this.expressApp.use(methodOverride());
// but not similar to
this.expressApp.use(GlobalAcceptMimesMiddleware); // in this case, this middleware will not be added correctly to express.
return null;
}
}
Generated using TypeDoc
Return Express Application instance.


This is a collection of examples using the Service Worker API
Click on the links below to check them out.
This is just a basic example showing the registration/installation cycle.
Basic intercept and mock of a response with the Service Worker.
This examples demonstrates how to fetch & cache a list of resources to make them available offline. Also provive fallback content for non-cached assets.


Font Awesome
Special thanks to the wonderful Dave Gandy of Font Awesome which has made the beautiful textual icons in the nav bar possible. See more at http://fontawesome.io
Special thanks to the wonderful Dave Gandy of Font Awesome which has made the beautiful textual icons in the nav bar possible. See more at http://fontawesome.io
This site was created as a requirement for C376. Thanks to WGU for helping me to reach my educational goals and providing access to so many wonderful resources. So far, I'm very happy with their competency-based approach.
Thank you to GitHub for the fantastic services they provide. Using GitHub as my SCM has greatly simplified my development process. Feel free to fork me on GitHub.


Age BMI, Clin Obesity boys, clinical cut-offs font-size old) old), pattern population predictor present reference (BMI) Adolescents BMI. Conceptualization Hospital Parameters People Physiological Physiology ROC [], bioimpedance childhood data double; old, percent percentiles presented risk studies .%, Adolfo Children City, However, LMS López Medicine Nutr. Population Regional border-color border-width cardiovascular children, compared composition cutoffs diagnosis disease group. measured method results significantly solid; th, {font-style {font-weight (%BF) ./journal.pone. ./sj.ejcn. Asian Biology Childhood Constant Eur European Groupings ISSSTE ISSSTE, Life Mateos, Percent Places Public Weight: World adiposity associated bold cases children. courier; detect deviation differences em; expected girls, half health-related mean means metabolic near number observed old. overweight-obesity percentile, power pronounced proportion pt;} sensitivity similar tendency underestimated weight


Calculator
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What Is Yugen?
YuGen is a productivity and self-growth tool. The motive of the app
is not to dynamically tell you what to do, but it’s is a reflection
of your day and gives you control over what to do further.
YuGen
is a very advanced combination of a high complexity ToDo App, Diary
and dictaphone that is a perfect fit for any individuals and teams
to make use of.
Human psychology is an intriguing subject. Sometimes these small
things add up and impact one's life in the longer term.
In
the ruthlessly competitive world of the 21st Century, productivity
highly contributes to the personal growth and mental health of a
person that guarantees survival.
Many people in this world
are unable to tap the power of their productivity and that is a major
issue and Yugen aims to solve it
Problems.
Build, organize, and collaborate on work in one place from virtually
anywhere
SINGLE POWERFUL GROWTH APP YOU’LL EVER NEED
Heal, grow and
accomplish
Tracking personal and collaborative growth through emotions and
productivity
YuGen is a productivity and self-growth tool. The motive of the app
is not to dynamically tell you what to do, but it’s is a reflection
of your day and gives you control over what to do further.
Work in Peace
Why Yugen?
To-Do
Tracking personal growth through productivity
Diary
Emotional Growth and history tracking with the dictaphone feature.
Yugen
A 25-minute session of work for consistent productivity
Teams
Collaborative productivity tracker
Gamification
With gamification parts such as Yugen score and GG score
Growth
Promotion of productivity and positive emotions is what leads to
persona growth
Let’s take you on a short journey
Journal all the way with personal and group features
Truely express your feelings to the journal by talking to it
A personalised To-Do
To-Dos to track daily and monthly progress
Team Collaboration
Collaborations with team and project productivity metrics
Gamify your experience
GG score and Yugen to make your productivity trackingfun and
intuitive.
Business model
- We plan to follow a Freemium Business Model.
- An
operating strategy to create an intended impact on a personal
basis.
- Reasonable paid monthly and annual
subscription for the team based collaborative features.
-
A one week free trial for a higher customer acquisition rate.
-
Presenting the idea to organizations as an enterprise plan,
requiring a B2C aspect of the product
Future aspect of Yugen
Watch OS and Desktop App for easy access anywhere anytime.
Actions
on google support for instant access on assistant and smart home
devices.
Integration of services like Zoom and other
bots for a quick access bar.
Giving the user a
personalized environment using smart home lighting to have a
mental effect of a Pomodoro timer.
Integrating more
user metrics for teams to evaluate the performance of its members.
Yugen Timer


about total management?
Total Management is a free, tabless, W3C-compliant web design layout by Template World. This template has been tested and proven compatible with all major browser environments and operating systems. You are free to modify the design to suit your tastes in any way you like.
We only ask you to not remove "Design by Template World"and the link http://www.templateworld.com from the footer of the template. If you are interested in seeing more of our free web template designs feel free to visit our website, Template World. We intend to add at least 25 new free templates in the coming month.


{% extends "template.html" %} {% block title %}CONTIGuator job error!{% endblock %} {% block himg %} {% endblock %} {% block container %}
You can have a look at the logs and send them to the web-masters
Have a look at the log Have a look at the error log Launch a new job


vignettes/basic-02-train-predict-score.Rmd
In this introduction, we fit a classification tree on the iris and determine the mean misclassification error.
First, we need to generate the following mlr3
objects from the task dictionary and the learner dictionary, respectively:
The classification task
A learner for the classification tree
We opt to learn on \(\frac{4}{5}\) of all available observations and predict on the remaining \(\frac{1}{5}\) observations. For this purpose, we create two index vectors:
The process of fitting a machine learning model, predicting on test data and scoring the predictions by comparing predicted and true labels is called an experiment. For this reason, we start by initializing an Experiment
object:
e = Experiment$new(task = task, learner = learner)
print(e)
#> <Experiment> [defined]:
#> + Task: iris
#> + Learner: rpart
#> - Model: [missing]
#> - Predictions: [missing]
#> - Performance: [missing]
#>
#> Public: clone(), ctrl, data, has_errors, hash, learner, log(),
#> model, performance, predict(), prediction, score(), seeds,
#> state, task, test_set, timings, train_set, train(),
#> validation_set
The printer shows a summary of the state of the experiment, which is currently [defined]
and includes the task and the learner.
To train the learner on the task, we need to call the train function of the experiment:
e$train(row_ids = train.set)
#> INFO [mlr3] Training learner 'rpart' on task 'iris' ...
#> <Experiment> [trained]:
#> + Task: iris
#> + Learner: rpart
#> + Model: [rpart]
#> - Predictions: [missing]
#> - Performance: [missing]
#>
#> Public: clone(), ctrl, data, has_errors, hash, learner, log(),
#> model, performance, predict(), prediction, score(), seeds,
#> state, task, test_set, timings, train_set, train(),
#> validation_set
print(e)
#> <Experiment> [trained]:
#> + Task: iris
#> + Learner: rpart
#> + Model: [rpart]
#> - Predictions: [missing]
#> - Performance: [missing]
#>
#> Public: clone(), ctrl, data, has_errors, hash, learner, log(),
#> model, performance, predict(), prediction, score(), seeds,
#> state, task, test_set, timings, train_set, train(),
#> validation_set
The printer indicates that the Experiment
object was modified (its state is now [trained]
) and was also extended, since the object now includes a rpart
model:
rpart.model = e$model
print(rpart.model)
#> n= 120
#>
#> node), split, n, loss, yval, (yprob)
#> * denotes terminal node
#>
#> 1) root 120 78 setosa (0.35000000 0.34166667 0.30833333)
#> 2) Petal.Length< 2.6 42 0 setosa (1.00000000 0.00000000 0.00000000) *
#> 3) Petal.Length>=2.6 78 37 versicolor (0.00000000 0.52564103 0.47435897)
#> 6) Petal.Width< 1.75 44 4 versicolor (0.00000000 0.90909091 0.09090909) *
#> 7) Petal.Width>=1.75 34 1 virginica (0.00000000 0.02941176 0.97058824) *
After the training step, we can use the experiment to predict on observations of the task (note that you may alternatively also pass new data here as data.frame
):
e$predict(row_ids = test.set)
#> INFO [mlr3] Predicting with model of learner 'rpart' on task 'iris' ...
#> <Experiment> [predicted]:
#> + Task: iris
#> + Learner: rpart
#> + Model: [rpart]
#> + Predictions: [PredictionClassif]
#> - Performance: [missing]
#>
#> Public: clone(), ctrl, data, has_errors, hash, learner, log(),
#> model, performance, predict(), prediction, score(), seeds,
#> state, task, test_set, timings, train_set, train(),
#> validation_set
print(e)
#> <Experiment> [predicted]:
#> + Task: iris
#> + Learner: rpart
#> + Model: [rpart]
#> + Predictions: [PredictionClassif]
#> - Performance: [missing]
#>
#> Public: clone(), ctrl, data, has_errors, hash, learner, log(),
#> model, performance, predict(), prediction, score(), seeds,
#> state, task, test_set, timings, train_set, train(),
#> validation_set
The predictions can be retrieved as a simple data.table
.
The last step of the experiment is quantifying the performance of the model by comparing the predicted labels with the true labels using a performance measure. The default measure for the iris classification task is the mean misclassification error, which is used here by default:
task$measures[[1L]]$id
#> [1] "classif.mmce"
e$score()
#> INFO [mlr3] Scoring predictions of learner 'rpart' on task 'iris' ...
#> <Experiment> [scored]:
#> + Task: iris
#> + Learner: rpart
#> + Model: [rpart]
#> + Predictions: [PredictionClassif]
#> + Performance: classif.mmce=0.03333333
#>
#> Public: clone(), ctrl, data, has_errors, hash, learner, log(),
#> model, performance, predict(), prediction, score(), seeds,
#> state, task, test_set, timings, train_set, train(),
#> validation_set
print(e)
#> <Experiment> [scored]:
#> + Task: iris
#> + Learner: rpart
#> + Model: [rpart]
#> + Predictions: [PredictionClassif]
#> + Performance: classif.mmce=0.03333333
#>
#> Public: clone(), ctrl, data, has_errors, hash, learner, log(),
#> model, performance, predict(), prediction, score(), seeds,
#> state, task, test_set, timings, train_set, train(),
#> validation_set
e$performance["classif.mmce"]
#> classif.mmce
#> 0.03333333
The experiment is now “complete” which means we can access all of its methods.
Instead of calling the methods $train()
, $predict()
and $score()
one after each other, it is also possible to chain these commands:
Experiment$new(task = task, learner = learner)$train(train.set)$predict(test.set)$score()
#> INFO [mlr3] Training learner 'rpart' on task 'iris' ...
#> INFO [mlr3] Predicting with model of learner 'rpart' on task 'iris' ...
#> INFO [mlr3] Scoring predictions of learner 'rpart' on task 'iris' ...
#> <Experiment> [scored]:
#> + Task: iris
#> + Learner: rpart
#> + Model: [rpart]
#> + Predictions: [PredictionClassif]
#> + Performance: classif.mmce=0.03333333
#>
#> Public: clone(), ctrl, data, has_errors, hash, learner, log(),
#> model, performance, predict(), prediction, score(), seeds,
#> state, task, test_set, timings, train_set, train(),
#> validation_set


FaceCode Ltd. or any of their associates ("we") do not save any information about the user of our apps ("you"). Our apps send HTTP requests to Mashov Ltd's servers, but we cannot read the request contents or the server responses.


Data, Volatility Drive USD
Manufacturing PMI for November released earlier showed that activity increased to 52.2 vs. and expectation of 51.5 and 52.3 last. A reading of 50 or greater shows economic expansion, while a reading of below 50 shows economic contraction. In addition, consumer sentiment was better than expected. The Michigan Consumer Sentiment for November was 96.8 vs. and expectation of 95.7 and 95.5 previously. This is the highest reading since July. The U.S. consumer seems to be quite content at the moment with stocks near all time highs. Stocks and U.S. dollar were unchanged on the release.
However the USD tried to stage a late-week rally after an obnoxiously unchanged week. On a 240-minute chart, the Dollar Index seemed to make a charge above support to retest the 50% retracement level from the highs on October 1 to the lows on October 18, at 98.38. If price pushes through there, the target of the inverted head-and-shoulders pattern and the 61.8% Fibonacci retracement level of the previously mentioned timeframe comes into place near 98.68.
Source: Tradingview, FOREX.com
As the U.S. Dollar Index heads higher, EUR/USD started to pull back. The euro makes up almost two-thirds of the DXY. If EUR/USD breaks through horizontal support at 1.1030, 1.1000 is in sight and so is a confluence of Fibonacci retracement levels near 1.0990 (as well as prior lows). This should prove a tough support area to crack, however if it does, the target for the double top is near 1.0965.
Source: Tradingview, FOREX.com
One thing is certain: after watching this week's price action, volatility has been extremely low. There needs to be a catalyst to really get these markets moving again. Whether it's Brexit or a U.S.-China trade deal, something needs to happen in order to get the volatility back in the USD currency pairs.


Visit from Czech Republic, ‘Velvet Revolution’ anniversary
by Office of the Speaker
Media Release
For release: 18 November 2019
Visit from Czech Republic coincides with 30 th anniversary of ‘Velvet Revolution’
A delegation from the Czech Republic Chamber of Deputies visits the New Zealand Parliament this week, coinciding with a significant milestone for the nation.
This week marks the 30th Anniversary of the ‘Velvet Revolution’, which saw the end of the one-party government in the former Czechoslovakia. November 17 is also Struggle for Freedom and Democracy Day, a national holiday in the Czech Republic.
The visit is from the Chamber of Deputies’ Foreign Affairs Committee. It is led by Chamber Vice-President, Vojtěch Pikal MP from the Czech Pirate Party.
“I am pleased to welcome Mr Pikal and his delegation to our Parliament this week. Our two nations have a long and deep history, with links that stretch back to the 1860s,” said Speaker of the House, Rt Hon Trevor Mallard.
“It’s a relationship that flourishes to this day, with young Czechs visiting New Zealand on working holidays, and many New Zealanders also visiting the Czech Republic.
“This visit aims to give the delegation deeper context into New Zealand in advance of the European Union–New Zealand Free Trade Agreement. We will also discuss areas for further cooperation and growth in bilateral relations.”
The Czech delegation will be in Wellington from 19 to 21 November.
ENDS


LeapTrainer UI v0.03
Fork me on GitHub
| Recording Trigger | |
| Gesture encoding | |
| Recognition Strategy | |
| Min. gesture velocity | |
| Max. pose velocity | |
| Min. gesture frames | |
| Min. pose frames | |
| Hit threshold | |
| Training gestures | |
| Convolution factor | |
| Down-time | |
| Open options | |
| Close options |
To use the gesture, copy the text in the text area below and import it into a LeapTrainer.Controller using the fromJSON function:
var trainer = new LeapTrainer.Controller();
trainer.fromJSON('');


Backends¶
As quantum networking and quantum internet becomes a more popular field, we expect to see a rise in the number of quantum network simulation tools as we see now with quantum computing simulation software. In QuNetSim, we have prepared for this by structuring the network backend so that it is modular. With this, one can simply import their own network and qubit backends, implement the necessary methods and it (hopefully) will work right out of the box.
Currently we are working with three backends: SimulaQron, ProjectQ and EQSN, a simulator that has been developed by the TQSD team.
If you do not chose a backend, the default backend will be SimulaQron. However, you can chose the backend explicitly, by creating one of the backend objects and passing it as an argument to the Hosts and network. An example of how to chose the EQSN backend is shown in the code snippet below.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 | import numpy as np
# import the eqsn backend
from qunetsim.backends import EQSNBackend
# create the EQSN backend object
backend = EQSNBackend()
# Initialize a network and define the host IDs in the network
network = Network.get_instance()
nodes = ['Alice', 'Bob', 'Eve']
# Start the network with the hosts and explicitly set the backend
network.start(nodes, backend)
# Initialize the host Alice with the right backend
host_alice = Host('Alice', backend)
host_alice.add_connection('Bob')
host_alice.start()
# Initialize the host Bob with the right backend
host_bob = Host('Bob', backend)
host_bob.add_connection('Alice')
host_bob.add_connection('Eve')
host_bob.start()
# Initialize the host Eve with the right backend
host_eve = Host('Eve', backend)
host_eve.add_connection('Bob')
host_eve.start()
# Add the hosts to the network
network.add_host(host_alice)
network.add_host(host_bob)
network.add_host(host_eve)
|
To chose a different backend, just initialize the backend variable with another backend object from the QuNetSim backend package.
Writing your own Backend¶
Instead of using a provided backend, it is also possible to write an own backend. In this section, we describe how the interfacing to a backend works.
Note
We include ProjectQ as a development package which may not install properly without a C++ compiler. See ProjectQ
documentation for how to install ProjectQ with just the Python version. The issue can be resolved in
most cases by running pip install projectq --global-option=--without-cppsimulator
and then installing the
dev requirements again, but this will only install the ProjectQ Python simulator, and not the C version.
The interface is described in the file backends.backend. The interface to the backend is a class. There can be multiple instances of this class at once, and it has to be thread safe. This class also has to store all information which are necessary for the backend, if needed. To make these information thread safe, the file backend.RWLock provides a read write lock and the file backends.SafeDict provides a thread safe dictionary with some basic functionality. In the functions start and stop, the backend can be initialized if necessary and be destructed.
The create_qubit function creates a qubit in the backend. It then has to create an object of type Qubit. The variable qubit of the object Qubit can be used to store some backend specific information. Always, if a gate is called, this information can be accessed.
The function send_qubit_to(qubit, from_host_id, to_host_id) transmits a qubit from one host to the other. Also, if the backend dose not need any knowledge of the owner of the qubit, the backend has to change the owner of the Qubit object. Therefore, most backends will need a dictionary which maps host_ids to host objects. We recommend using the SafeDict class for it and calling the variable _host. The implementation for this function, would than look the following:
1 2 3 4 5 6 | def send_qubit_to(self, qubit, from_host_id, to_host_id):
# Backend specific stuff
new_host = self._hosts.get_from_dict(to_host_id)
qubit.set_new_host(new_host)
|
The functions create_EPR and receive_EPR are responsible for creating entangled pairs. Calling create_EPR will return a single Qubit, calling receive_EPR on the other Host will then give the second Qubit belonging to the pair. It might seem weird, that there are two function for this task, and not a real Qubit is sent over the network. Most backends will have to create two qubits in the create_EPR function and buffer one of the qubits till the receive_EPR function is called.
All other functions which are part of the interface should be self-explanatory.


|
SideCar
|
Internal collection of attributes that must be initialized only once at startup. More...
Public Member Functions | |
| LogMap & | logMap () |
| Obtain the global Log device map container. More... | |
| std::ostream & | getNullStream () |
| Obtain the output stream object used for log messages with a priority level such that the log message written to the stream will NOT be written out to an output device. More... | |
| std::ostream & | getStream (Log *log, Priority::Level level) |
| Obtain the output stream object use for log messages with a priority level such that the log message writtine to the stream will be written out to an output device. More... | |
| ClockSource::Ref | clock () |
| Obtain the global ClockSource object for message timestamps. More... | |
| ClockSource::Ref | setClock (const ClockSource::Ref &obj) |
| Set the global ClockSource object for message timestamps. More... | |
Static Public Member Functions | |
| static void | Initialize () |
| Class method that creates the RuntimeData singleton. More... | |
| static RuntimeData & | Singleton () |
| Obtain the RuntimeData singleton value. More... | |
Internal collection of attributes that must be initialized only once at startup.
Contains the global Log device map, and the global ClockSource that provides the timestamps for log messages. There is only one RuntimeData object in existence during the application's lifetime.
| ClockSource::Ref RuntimeData::clock | ( | ) |
Obtain the global ClockSource object for message timestamps.
Definition at line 321 of file Log.cc.
Referenced by Logger::Log::GetClockSource().
| std::ostream & RuntimeData::getNullStream | ( | ) |
Obtain the output stream object used for log messages with a priority level such that the log message written to the stream will NOT be written out to an output device.
Definition at line 289 of file Log.cc.
References PerThreadInfo::getNullStream(), and PerThreadInfo::PerThreadInfo().
| std::ostream & RuntimeData::getStream | ( | Log * | log, |
| Priority::Level | level | ||
| ) |
Obtain the output stream object use for log messages with a priority level such that the log message writtine to the stream will be written out to an output device.
Definition at line 301 of file Log.cc.
References Logger::Log::fullName(), PerThreadInfo::getNullStream(), Logger::Log::isAccepting(), and PerThreadInfo::PerThreadInfo().
Referenced by Logger::Log::getStream().
|
static |
Class method that creates the RuntimeData singleton.
Invoked from pthread_once() to guarantee only one RuntimeData object. Note that there is no way to delete the singleton value.
| LogMap & RuntimeData::logMap | ( | ) |
Obtain the global Log device map container.
Definition at line 283 of file Log.cc.
Referenced by Logger::Log::GetNames().
| ClockSource::Ref RuntimeData::setClock | ( | const ClockSource::Ref & | obj | ) |
Set the global ClockSource object for message timestamps.
| obj | new ClockSource object to use \return old object value |
Definition at line 327 of file Log.cc.
References setClock(), and Singleton().
Referenced by setClock().
|
static |
Obtain the RuntimeData singleton value.
Uses pthread_once to guarantee only one instance is created, regardless of threading.
Definition at line 261 of file Log.cc.
Referenced by Logger::Log::GetClockSource(), Logger::Log::GetNames(), Logger::Log::getStream(), and setClock().


Area of a Regular n-Polygon.
This is the formula for the area of a regular n-polygon:
$$ Area = \frac {1}{4} n l^2 \cot{\frac{\pi}{n}} $$
Number of sides:
Side:
Area:
Back


Hello, world!
I'm
Charly
, an undergraduate student in the class of 2023 studying mathematics and computer science at the
University of Michigan
.
I make
experiments
like this on
GitHub
, read
xkcd
, write
stuff
, and play
Minecraft
.
This animation is inspired by
The Three-Body Problem
. It might drain your battery, but you can click on the background to pause it.
[Zen mode]


Study
Muren 2015
Skoldenberg 2011
Yamasaki 2007
Kumar 2011
Overall (I-squared = 77.0%, p = 0.005)
P=0.698
NOTE: Weights are from random effects analysis
Risedronate
Control
WMD (95% Cl)
—5.60 (-8.97, -2.23)
1.20 (-2.05, 4.45)
1.10 (-0.47, 2.67)
0.40 (-2.59, 3.39)
—0.56 (~3.37, 2.25)
Weight
22.54
23.06
30.21
24.19
100.00


{% extends "base.html" %} {% block app_content %} {% if current_user.is_authenticated %}
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