mirror of
https://github.com/donnemartin/data-science-ipython-notebooks.git
synced 2024-03-22 13:30:56 +08:00
Moved range and xrange snippets from basics to structs_utils IPython Notebook.
This commit is contained in:
parent
79165b5dee
commit
a5a778ae6b
|
@ -1,7 +1,7 @@
|
|||
{
|
||||
"metadata": {
|
||||
"name": "",
|
||||
"signature": "sha256:de3e7aeb6537656e464e30d624c213fb29ce962afef43280fb2d84c3a1ca1858"
|
||||
"signature": "sha256:f18acafc8b418eb856d25b1dc48f6dd4e97b85f845419650b4b4cd4fa7fa3e3c"
|
||||
},
|
||||
"nbformat": 3,
|
||||
"nbformat_minor": 0,
|
||||
|
@ -534,128 +534,6 @@
|
|||
}
|
||||
],
|
||||
"prompt_number": 15
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## range and xrange"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"Generate a list of evenly spaced integers. Note: range is no longer avalable in Python 3 "
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"collapsed": false,
|
||||
"input": [
|
||||
"range(10)"
|
||||
],
|
||||
"language": "python",
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 16,
|
||||
"text": [
|
||||
"[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 16
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"Range can take start, stop, and step arguments"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"collapsed": false,
|
||||
"input": [
|
||||
"range(0, 20, 3)"
|
||||
],
|
||||
"language": "python",
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 17,
|
||||
"text": [
|
||||
"[0, 3, 6, 9, 12, 15, 18]"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 17
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"It is very common to iterate through sequences by index with range"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"collapsed": false,
|
||||
"input": [
|
||||
"seq = [1, 2, 3]\n",
|
||||
"for i in range(len(seq)):\n",
|
||||
" val = seq[i]\n",
|
||||
" print(val)"
|
||||
],
|
||||
"language": "python",
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"output_type": "stream",
|
||||
"stream": "stdout",
|
||||
"text": [
|
||||
"1\n",
|
||||
"2\n",
|
||||
"3\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 18
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"xrange is recommended for longer ranges and is available in Python 3 as range. It returns an iterator that generates integers one by one rather than all at once and storing them in a large list."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"collapsed": false,
|
||||
"input": [
|
||||
"sum = 0\n",
|
||||
"for i in xrange(100000):\n",
|
||||
" if i % 2 == 0:\n",
|
||||
" sum += 1\n",
|
||||
"print(sum)"
|
||||
],
|
||||
"language": "python",
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"output_type": "stream",
|
||||
"stream": "stdout",
|
||||
"text": [
|
||||
"50000\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 19
|
||||
}
|
||||
],
|
||||
"metadata": {}
|
||||
|
|
|
@ -1,7 +1,7 @@
|
|||
{
|
||||
"metadata": {
|
||||
"name": "",
|
||||
"signature": "sha256:aff21c8ceeca329c78b70a0f35aeb222827eaa712b68639150e540efb9afb0ea"
|
||||
"signature": "sha256:e8e69422df4f0a0c0dd9481fd9ceb6bf8bc028d54fbe134de2957e387db35dca"
|
||||
},
|
||||
"nbformat": 3,
|
||||
"nbformat_minor": 0,
|
||||
|
@ -250,6 +250,128 @@
|
|||
],
|
||||
"prompt_number": 8
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## range and xrange"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"Generate a list of evenly spaced integers. Note: range is no longer avalable in Python 3 "
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"collapsed": false,
|
||||
"input": [
|
||||
"range(10)"
|
||||
],
|
||||
"language": "python",
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 9,
|
||||
"text": [
|
||||
"[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 9
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"Range can take start, stop, and step arguments"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"collapsed": false,
|
||||
"input": [
|
||||
"range(0, 20, 3)"
|
||||
],
|
||||
"language": "python",
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 10,
|
||||
"text": [
|
||||
"[0, 3, 6, 9, 12, 15, 18]"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 10
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"It is very common to iterate through sequences by index with range"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"collapsed": false,
|
||||
"input": [
|
||||
"seq = [1, 2, 3]\n",
|
||||
"for i in range(len(seq)):\n",
|
||||
" val = seq[i]\n",
|
||||
" print(val)"
|
||||
],
|
||||
"language": "python",
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"output_type": "stream",
|
||||
"stream": "stdout",
|
||||
"text": [
|
||||
"1\n",
|
||||
"2\n",
|
||||
"3\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 11
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"xrange is recommended for longer ranges and is available in Python 3 as range. It returns an iterator that generates integers one by one rather than all at once and storing them in a large list."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"collapsed": false,
|
||||
"input": [
|
||||
"sum = 0\n",
|
||||
"for i in xrange(100000):\n",
|
||||
" if i % 2 == 0:\n",
|
||||
" sum += 1\n",
|
||||
"print(sum)"
|
||||
],
|
||||
"language": "python",
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"output_type": "stream",
|
||||
"stream": "stdout",
|
||||
"text": [
|
||||
"50000\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 12
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
|
@ -273,7 +395,7 @@
|
|||
"language": "python",
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"prompt_number": 9
|
||||
"prompt_number": 13
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -295,13 +417,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 10,
|
||||
"prompt_number": 14,
|
||||
"text": [
|
||||
"5"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 10
|
||||
"prompt_number": 14
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -323,13 +445,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 11,
|
||||
"prompt_number": 15,
|
||||
"text": [
|
||||
"[1, 2, 2, 3, 5, 8, 13]"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 11
|
||||
"prompt_number": 15
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -359,13 +481,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 12,
|
||||
"prompt_number": 16,
|
||||
"text": [
|
||||
"[1, 3, 5, 6, 7, 9]"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 12
|
||||
"prompt_number": 16
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -388,13 +510,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 13,
|
||||
"prompt_number": 17,
|
||||
"text": [
|
||||
"['the', 'fox', 'over', 'quick', 'brown', 'jumps']"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 13
|
||||
"prompt_number": 17
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -422,13 +544,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 14,
|
||||
"prompt_number": 18,
|
||||
"text": [
|
||||
"[1, 2, 5, 7, 8, 9]"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 14
|
||||
"prompt_number": 18
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
|
@ -442,13 +564,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 15,
|
||||
"prompt_number": 19,
|
||||
"text": [
|
||||
"[' ', ' ', 'a', 'a', 'b', 'b', 'f', 'o', 'o', 'r', 'z']"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 15
|
||||
"prompt_number": 19
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -470,13 +592,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 16,
|
||||
"prompt_number": 20,
|
||||
"text": [
|
||||
"[1, 2, 5, 7, 8, 9, (1, 2), (4, 2)]"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 16
|
||||
"prompt_number": 20
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -504,13 +626,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 17,
|
||||
"prompt_number": 21,
|
||||
"text": [
|
||||
"[(1, 2), (1, 2), (4, 2), 1, 5, 2, 9, 9, 7, 8, 1, 5, 2]"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 17
|
||||
"prompt_number": 21
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -548,7 +670,7 @@
|
|||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 18
|
||||
"prompt_number": 22
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -578,13 +700,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 19,
|
||||
"prompt_number": 23,
|
||||
"text": [
|
||||
"[(1, 'foo'), (2, 'bar'), (3, 'baz')]"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 19
|
||||
"prompt_number": 23
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -606,13 +728,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 20,
|
||||
"prompt_number": 24,
|
||||
"text": [
|
||||
"[(1, 'foo', True), (2, 'bar', False)]"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 20
|
||||
"prompt_number": 24
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -641,7 +763,7 @@
|
|||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 21
|
||||
"prompt_number": 25
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
@ -664,13 +786,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 22,
|
||||
"prompt_number": 26,
|
||||
"text": [
|
||||
"(1, 2, 3)"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 22
|
||||
"prompt_number": 26
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
|
@ -684,13 +806,13 @@
|
|||
{
|
||||
"metadata": {},
|
||||
"output_type": "pyout",
|
||||
"prompt_number": 23,
|
||||
"prompt_number": 27,
|
||||
"text": [
|
||||
"('one', 'two', 'three')"
|
||||
]
|
||||
}
|
||||
],
|
||||
"prompt_number": 23
|
||||
"prompt_number": 27
|
||||
}
|
||||
],
|
||||
"metadata": {}
|
||||
|
|
Loading…
Reference in New Issue
Block a user