8408
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master: 87%

Ran 27 Nov 2018 04:41PM UTC

Jobs 11

Files 141

Run time 32min

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Build # 8408

Build Type

Pull #3273

travis-ci

Committed by

web-flow

Commit Message

Fix for #3210 which uses a completely different approach than PR #3214. It uses a context manager inside `draw_values` that makes all the values drawn from `TensorVariables` or `MultiObservedRV`s available to nested calls of the original call to `draw_values`. It is partly inspired by how Edward2 approaches the problem of forward sampling. Ed2 tensors fix a `_values` attribute after they first call `sample` and then only return that. They can do it because of their functional scheme, where the entire graph is recreated each time the generative function is called. Our object oriented paradigm cannot set a fixed _values, it has to know it is in the context of a single `draw_values` call. That is why I opted for context managers to store the drawn values.

Pull Request Pull Request #3273: Fix for #3210 without computing the Bayes network

Run Details

156 of 156 new or added lines in 3 files covered. (100.0%)

17721 of 19976 relevant lines covered (88.71%)

4.69 hits per line

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Jobs

ID	Job ID	Ran	Files	Coverage
1	8408.1 (PYTHON_VERSION=2.7 FLOATX='float32' TESTCMD="--durations=10 --ignore=pymc3/tests/test_examples.py --cov-append --ignore=pymc3/tests/test_distributions_random.py --ignore=pymc3/tests/test_variational_inference.py --ignore=pymc3/tests/test_shared.py --ignore=pymc3/tests/test_smc.py --ignore=pymc3/tests/test_updates.py --ignore=pymc3/tests/test_posteriors.py --ignore=pymc3/tests/test_sampling.py")	27 Nov 2018 04:53PM UTC	141	71.61	Travis Job 8408.1
2	8408.2 (PYTHON_VERSION=2.7 FLOATX='float32' RUN_PYLINT="true" TESTCMD="--durations=10 --cov-append pymc3/tests/test_distributions_random.py pymc3/tests/test_shared.py pymc3/tests/test_smc.py pymc3/tests/test_sampling.py")	27 Nov 2018 04:44PM UTC	141	38.39	Travis Job 8408.2
3	8408.3 (PYTHON_VERSION=2.7 FLOATX='float32' TESTCMD="--durations=10 --cov-append pymc3/tests/test_examples.py pymc3/tests/test_posteriors.py")	27 Nov 2018 04:41PM UTC	141	25.25	Travis Job 8408.3
4	8408.4 (PYTHON_VERSION=2.7 FLOATX='float32' TESTCMD="--durations=10 --cov-append pymc3/tests/test_variational_inference.py pymc3/tests/test_updates.py")	27 Nov 2018 04:42PM UTC	141	28.01	Travis Job 8408.4
5	8408.5 (PYTHON_VERSION=2.7 FLOATX='float64' TESTCMD="--durations=10 --ignore=pymc3/tests/test_examples.py --cov-append --ignore=pymc3/tests/test_distributions_random.py --ignore=pymc3/tests/test_variational_inference.py --ignore=pymc3/tests/test_shared.py --ignore=pymc3/tests/test_smc.py --ignore=pymc3/tests/test_updates.py --ignore=pymc3/tests/test_posteriors.py --ignore=pymc3/tests/test_sampling.py")	27 Nov 2018 04:55PM UTC	141	73.03	Travis Job 8408.5
6	8408.6 (PYTHON_VERSION=2.7 FLOATX='float64' RUN_PYLINT="true" TESTCMD="--durations=10 --cov-append pymc3/tests/test_distributions_random.py pymc3/tests/test_shared.py pymc3/tests/test_smc.py pymc3/tests/test_sampling.py")	27 Nov 2018 04:59PM UTC	141	38.35	Travis Job 8408.6
7	8408.7 (PYTHON_VERSION=2.7 FLOATX='float64' TESTCMD="--durations=10 --cov-append pymc3/tests/test_examples.py pymc3/tests/test_posteriors.py")	27 Nov 2018 04:55PM UTC	141	25.57	Travis Job 8408.7
8	8408.8 (PYTHON_VERSION=3.6 FLOATX='float64' TESTCMD="--durations=10 --cov-append --ignore=pymc3/tests/test_examples.py --ignore=pymc3/tests/test_distributions_random.py --ignore=pymc3/tests/test_variational_inference.py --ignore=pymc3/tests/test_shared.py --ignore=pymc3/tests/test_smc.py --ignore=pymc3/tests/test_updates.py --ignore=pymc3/tests/test_posteriors.py --ignore=pymc3/tests/test_sampling.py")	27 Nov 2018 05:13PM UTC	141	74.59	Travis Job 8408.8
9	8408.9 (PYTHON_VERSION=3.6 FLOATX='float64' TESTCMD="--durations=10 --cov-append pymc3/tests/test_distributions_random.py pymc3/tests/test_shared.py pymc3/tests/test_smc.py pymc3/tests/test_sampling.py")	27 Nov 2018 05:06PM UTC	141	39.45	Travis Job 8408.9
10	8408.10 (PYTHON_VERSION=3.6 FLOATX='float64' BUILD_DOCS="true" TESTCMD="--durations=10 --cov-append pymc3/tests/test_examples.py pymc3/tests/test_posteriors.py")	27 Nov 2018 05:11PM UTC	141	26.65	Travis Job 8408.10
11	8408.11 (PYTHON_VERSION=3.6 FLOATX='float64' TESTCMD="--durations=10 --cov-append pymc3/tests/test_variational_inference.py pymc3/tests/test_updates.py")	27 Nov 2018 05:09PM UTC	141	28.01	Travis Job 8408.11

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