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Expression of type Lambda

from the theory of proveit.linear_algebra.tensors

In [1]:
import proveit
# Automation is not needed when building an expression:
proveit.defaults.automation = False # This will speed things up.
proveit.defaults.inline_pngs = False # Makes files smaller.
%load_expr # Load the stored expression as 'stored_expr'
# import Expression classes needed to build the expression
from proveit import Conditional, K, Lambda, i, j, k
from proveit.core_expr_types import A_1_to_i, B_1_to_j, C_1_to_k
from proveit.linear_algebra import TensorProd, VecSpaces
from proveit.logic import And, Equals, Forall, InSet
from proveit.numbers import Natural
In [2]:
# build up the expression from sub-expressions
expr = Lambda([i, j, k], Conditional(Forall(instance_param_or_params = [A_1_to_i, B_1_to_j, C_1_to_k], instance_expr = Equals(TensorProd(A_1_to_i, B_1_to_j, C_1_to_k), TensorProd(A_1_to_i, TensorProd(B_1_to_j), C_1_to_k)).with_wrapping_at(1), domain = VecSpaces(K)).with_wrapping(), And(InSet(i, Natural), InSet(j, Natural), InSet(k, Natural))))
expr:
In [3]:
# check that the built expression is the same as the stored expression
assert expr == stored_expr
assert expr._style_id == stored_expr._style_id
print("Passed sanity check: expr matches stored_expr")
Passed sanity check: expr matches stored_expr
In [4]:
# Show the LaTeX representation of the expression for convenience if you need it.
print(stored_expr.latex())
\left(i, j, k\right) \mapsto \left\{\begin{array}{l}\forall_{A_{1}, A_{2}, \ldots, A_{i}, B_{1}, B_{2}, \ldots, B_{j}, C_{1}, C_{2}, \ldots, C_{k} \underset{{\scriptscriptstyle c}}{\in} \textrm{VecSpaces}\left(K\right)}~\\
\left(\begin{array}{c} \begin{array}{l} \left(A_{1} {\otimes}  A_{2} {\otimes}  \ldots {\otimes}  A_{i}{\otimes} B_{1} {\otimes}  B_{2} {\otimes}  \ldots {\otimes}  B_{j}{\otimes} C_{1} {\otimes}  C_{2} {\otimes}  \ldots {\otimes}  C_{k}\right) \\  = \left(A_{1} {\otimes}  A_{2} {\otimes}  \ldots {\otimes}  A_{i} {\otimes} \left(B_{1} {\otimes}  B_{2} {\otimes}  \ldots {\otimes}  B_{j}\right){\otimes} C_{1} {\otimes}  C_{2} {\otimes}  \ldots {\otimes}  C_{k}\right) \end{array} \end{array}\right)\end{array} \textrm{ if } i \in \mathbb{N} ,  j \in \mathbb{N} ,  k \in \mathbb{N}\right..
In [5]:
stored_expr.style_options()
no style options
In [6]:
# display the expression information
stored_expr.expr_info()
 core typesub-expressionsexpression
0Lambdaparameters: 1
body: 2
1ExprTuple41, 56, 45
2Conditionalvalue: 3
condition: 4
3Operationoperator: 5
operand: 8
4Operationoperator: 22
operands: 7
5Literal
6ExprTuple8
7ExprTuple9, 10, 11
8Lambdaparameters: 29
body: 12
9Operationoperator: 15
operands: 13
10Operationoperator: 15
operands: 14
11Operationoperator: 15
operands: 16
12Conditionalvalue: 17
condition: 18
13ExprTuple41, 19
14ExprTuple56, 19
15Literal
16ExprTuple45, 19
17Operationoperator: 20
operands: 21
18Operationoperator: 22
operands: 23
19Literal
20Literal
21ExprTuple24, 25
22Literal
23ExprTuple26, 27, 28
24Operationoperator: 42
operands: 29
25Operationoperator: 42
operands: 30
26ExprRangelambda_map: 31
start_index: 55
end_index: 41
27ExprRangelambda_map: 32
start_index: 55
end_index: 56
28ExprRangelambda_map: 33
start_index: 55
end_index: 45
29ExprTuple34, 50, 36
30ExprTuple34, 35, 36
31Lambdaparameter: 65
body: 37
32Lambdaparameter: 65
body: 38
33Lambdaparameter: 65
body: 39
34ExprRangelambda_map: 40
start_index: 55
end_index: 41
35Operationoperator: 42
operands: 43
36ExprRangelambda_map: 44
start_index: 55
end_index: 45
37Operationoperator: 48
operands: 46
38Operationoperator: 48
operands: 47
39Operationoperator: 48
operands: 49
40Lambdaparameter: 65
body: 51
41Variable
42Literal
43ExprTuple50
44Lambdaparameter: 65
body: 52
45Variable
46ExprTuple51, 53
47ExprTuple61, 53
48Literal
49ExprTuple52, 53
50ExprRangelambda_map: 54
start_index: 55
end_index: 56
51IndexedVarvariable: 57
index: 65
52IndexedVarvariable: 58
index: 65
53Operationoperator: 59
operand: 62
54Lambdaparameter: 65
body: 61
55Literal
56Variable
57Variable
58Variable
59Literal
60ExprTuple62
61IndexedVarvariable: 63
index: 65
62Variable
63Variable
64ExprTuple65
65Variable