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You might want to ssh into a docker container and pull some remote repository which requires the SSH keys stored on the host machine. Edit your docker-compose file as follows:

1. Set the environment variable SSH_AUTH_SOCK to the socket being used by the agent.
2. Mount that agent in the container.

services:
  app:
 environment:

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import matplotlib.pyplot as plt
from matplotlib.patches import Rectangle

def get_iou(b1, b2):
    b1_x, b1_y, b1_w, b1_h = b1
    b2_x, b2_y, b2_w, b2_h = b2

    # Assume b1 is the bottom-left-most rectangle.
    assert b1_x <= b2_x and b1_y <= b2_y

bparaj

Issue

I was trying to install scikit-learn with:

python3 -m pip install scikit-learn

but it failed with a ton of errors while dealing with numpy as a dependency. Main error:

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Start a new tmux session with a name

tmux new -s mysessionname

Detach from the current session

1. While pressing Ctrl, hit b and release both.
2. Hit d.

List available tmux sessions

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import boto3

# Build your list of bucket names.
s3_list = ["abc", "xyz", "my-dev-bucket"]

s3 = boto3.client('s3')

for i, bkt in enumerate(s3_list):
    # Try reading first.
    try:

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import re

# Assume a system where /proc/cpuinfo exists. We will just parse this file with re module.
cpu_info = open("/proc/cpuinfo").read()

# Pattern of the line in "/proc/cpuinfo" which has the needed count:
#    cpu cores  : 12
patc = re.compile(r"cpu cores\s:\s(\d+)")

# Search and extract.

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1. Create a MySQL dump with `mysqldump.exe`::

    mysqldump.exe --single-transaction -u user -p password -h localhost db_name > db_name_dump.sql
    
2. Transfer `db_name_dump.sql` to your Linux machine

3. Assume you are now in a Linux machine. `db_name_dump.sql` may not be encoded in utf-8.

    $ # Find out what encoding the file has from the terminal.
    $ file -i db_name_dump.sql

bparaj

import cv2
import numpy as np
from sklearn.decomposition import IncrementalPCA
from sklearn.cluster import KMeans
import glob
import re
from collections import defaultdict
import sys

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1. When drawing links from source to target, make sure that the link simply touches the target. 
   This will make the arrow-head at the end of the link visible.

          .attr("x1", function(d) { return d.source.x_ * width + nodeW / 2 ; })
          .attr("y1", function(d) { return d.source.y_ * height + nodeH / 2 ; })
          .attr("x2", function(d) { return d.target.x_ * width + nodeW / 2 + nodeW / 2 * Math.sign(d.source.x_ - d.target.x_); })
          .attr("y2", function(d) { return d.target.y_ * height + nodeH / 2 + nodeH / 2 * Math.sign(d.source.y_ - d.target.y_); })

2. If you want to insert text in a rectangle, the text and the rect elements should be siblings. https://stackoverflow.com/a/5450269
   To keep the text within the rect, specify the following attributes:

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# 1.
# Flip the label values. Change 0's to 1's and viceversa.
# PowerLayer computes outputs y = (shift + scale * x) ^ power
layer {
  name: "flip_label"
  type: "Power"            
  bottom: "label"
  top: "flip_label"
  power_param {
    power: 1