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rigetti / pyquil

A Python library for quantum programming using Quil.
http://docs.rigetti.com
Apache License 2.0
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RAW_CAPTURE example code not running on Aspen-M-2 #1466

Open jheckey opened 2 years ago

jheckey commented 2 years ago

Pre-Report Checklist

Issue Description

Current documentation for RAW_CAPTURE on Aspen-8 does not work for Aspen-M-2. This appears to be a change to the way that qc.run() interacts with the QAM.

How to Reproduce

Code Snippet

from pyquil import Program, get_qc
from math import ceil

qc = get_qc('Aspen-M-2')

duration = capture.kernel.duration
sample_rate = frame_defn.sample_rate
memory_length = ceil(duration * sample_rate)

raw_capture_no_pulse = Program(
    f'DECLARE raw REAL[{memory_length}]',
    f'RAW-CAPTURE {frame} {duration} raw'
).wrap_in_numshots_loop(1000)
exe = qc.compiler.native_quil_to_executable(raw_capture_no_pulse)
qc.run(exe)
raw_results_no_pulse = qc.qam.read_memory(region_name='raw')

Error Output

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
/tmp/ipykernel_314/2877530343.py in <module>
----> 1 qc.qam.read_memory(region_name='raw')

AttributeError: 'QPU' object has no attribute 'read_memory'

Working code

from pyquil import Program, get_qc
from math import ceil

qc = get_qc('Aspen-M-2')

duration = capture.kernel.duration
sample_rate = frame_defn.sample_rate
memory_length = ceil(duration * sample_rate)

raw_capture_no_pulse = Program(
    f'DECLARE raw REAL[{memory_length}]',
    f'RAW-CAPTURE {frame} {duration} raw'
).wrap_in_numshots_loop(1000)
exe = qc.compiler.native_quil_to_executable(raw_capture_no_pulse)
result = qc.run(exe)
raw_results_no_pulse = result.readout_data['raw']

Environment Context

Operating System: Linux jupyter-00uskpcriqhwzu2b7356 5.4.196-108.356.amzn2.x86_64 #1 SMP Thu May 26 12:49:47 UTC 2022 x86_64 x86_64 x86_64 GNU/Linux

Python Version (python -V): Python 3.9.7

Quilc Version (quilc --version): 1.26.0 [cfd8748]

QVM Version (qvm --version): 1.17.2 [266c11e]

Python Environment Details (pip freeze or conda list):

# packages in environment at /opt/conda:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                      1_llvm    conda-forge
_r-mutex                  1.0.1               anacondar_1    conda-forge
alembic                   1.7.5              pyhd8ed1ab_0    conda-forge
altair                    4.1.0                      py_1    conda-forge
anyio                     3.3.4            py39hf3d152e_1    conda-forge
appdirs                   1.4.4              pyh9f0ad1d_0    conda-forge
argon2-cffi               21.1.0           py39h3811e60_2    conda-forge
astunparse                1.6.3                    pypi_0    pypi
async_generator           1.10                       py_0    conda-forge
attrs                     20.3.0                   pypi_0    pypi
babel                     2.9.1              pyh44b312d_0    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                        py_2    conda-forge
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
beautifulsoup4            4.10.0             pyha770c72_0    conda-forge
binutils_impl_linux-64    2.36.1               h193b22a_2    conda-forge
binutils_linux-64         2.36                 hf3e587d_1    conda-forge
blas                      2.112                  openblas    conda-forge
blas-devel                3.9.0           12_linux64_openblas    conda-forge
bleach                    4.1.0              pyhd8ed1ab_0    conda-forge
blinker                   1.4                        py_1    conda-forge
blosc                     1.21.0               h9c3ff4c_0    conda-forge
bokeh                     2.4.1            py39hf3d152e_2    conda-forge
bottleneck                1.3.2            py39hce5d2b2_5    conda-forge
brotli                    1.0.9                h7f98852_6    conda-forge
brotli-bin                1.0.9                h7f98852_6    conda-forge
brotlipy                  0.7.0           py39h3811e60_1003    conda-forge
brunsli                   0.1                  h9c3ff4c_0    conda-forge
bwidget                   1.9.14               ha770c72_1    conda-forge
bzip2                     1.0.8                h7f98852_4    conda-forge
c-ares                    1.18.1               h7f98852_0    conda-forge
c-blosc2                  2.0.4                h5f21a17_1    conda-forge
ca-certificates           2022.6.15            ha878542_0    conda-forge
cached-property           1.5.2                hd8ed1ab_1    conda-forge
cached_property           1.5.2              pyha770c72_1    conda-forge
cachetools                4.2.4                    pypi_0    pypi
cairo                     1.16.0            h6cf1ce9_1008    conda-forge
certifi                   2021.5.30                pypi_0    pypi
certipy                   0.1.3                      py_0    conda-forge
cffi                      1.15.0           py39h4bc2ebd_0    conda-forge
cfitsio                   4.0.0                h9a35b8e_0    conda-forge
chardet                   4.0.0            py39hf3d152e_2    conda-forge
charls                    2.2.0                h9c3ff4c_0    conda-forge
charset-normalizer        2.0.0              pyhd8ed1ab_0    conda-forge
cirq                      0.12.0                   pypi_0    pypi
cirq-aqt                  0.12.0                   pypi_0    pypi
cirq-core                 0.12.0                   pypi_0    pypi
cirq-google               0.12.0                   pypi_0    pypi
cirq-ionq                 0.12.0                   pypi_0    pypi
cirq-pasqal               0.12.0                   pypi_0    pypi
cirq-rigetti              0.12.0                   pypi_0    pypi
cirq-web                  0.12.0                   pypi_0    pypi
click                     8.0.3            py39hf3d152e_1    conda-forge
cloudpickle               2.0.0              pyhd8ed1ab_0    conda-forge
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
conda                     4.10.3           py39hf3d152e_3    conda-forge
conda-package-handling    1.7.3            py39h3811e60_1    conda-forge
configurable-http-proxy   4.2.3           node12_hac6e442_0    conda-forge
cryptography              35.0.0           py39h95dcef6_2    conda-forge
curl                      7.80.0               h2574ce0_0    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
cython                    0.29.24          py39he80948d_1    conda-forge
cytoolz                   0.11.2           py39h3811e60_1    conda-forge
dask                      2021.11.1          pyhd8ed1ab_0    conda-forge
dask-core                 2021.11.1          pyhd8ed1ab_0    conda-forge
debugpy                   1.5.1            py39he80948d_0    conda-forge
decorator                 5.1.0              pyhd8ed1ab_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
dill                      0.3.4              pyhd8ed1ab_0    conda-forge
distlib                   0.3.5                    pypi_0    pypi
distributed               2021.11.1        py39hf3d152e_0    conda-forge
dlx                       1.0.4                    pypi_0    pypi
docplex                   2.20.204                 pypi_0    pypi
entrypoints               0.3             py39hde42818_1002    conda-forge
execnb                    0.0.10                   pypi_0    pypi
fastcore                  1.5.14                   pypi_0    pypi
fastdtw                   0.3.4                    pypi_0    pypi
fastjsonschema            2.16.1                   pypi_0    pypi
filelock                  3.7.1                    pypi_0    pypi
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.13.1            hba837de_1005    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
freetype                  2.10.4               h0708190_1    conda-forge
fribidi                   1.0.10               h36c2ea0_0    conda-forge
fsspec                    2021.11.0          pyhd8ed1ab_0    conda-forge
gcc_impl_linux-64         9.4.0               h03d3576_11    conda-forge
gcc_linux-64              9.4.0                h391b98a_1    conda-forge
gettext                   0.19.8.1          h73d1719_1008    conda-forge
gfortran_impl_linux-64    9.4.0               h0003116_11    conda-forge
gfortran_linux-64         9.4.0                hf0ab688_1    conda-forge
ghapi                     1.0.0                    pypi_0    pypi
giflib                    5.2.1                h36c2ea0_2    conda-forge
gitdb                     4.0.9                    pypi_0    pypi
gitpython                 3.1.27                   pypi_0    pypi
gmp                       6.2.1                h58526e2_0    conda-forge
gmpy2                     2.1.0rc1         py39h78fa15d_0    conda-forge
google-api-core           1.32.0                   pypi_0    pypi
google-auth               1.35.0                   pypi_0    pypi
googleapis-common-protos  1.56.0                   pypi_0    pypi
graphite2                 1.3.13            h58526e2_1001    conda-forge
greenlet                  1.1.2            py39he80948d_1    conda-forge
grpcio                    1.48.0rc1                pypi_0    pypi
gsl                       2.7                  he838d99_0    conda-forge
gxx_impl_linux-64         9.4.0               h03d3576_11    conda-forge
gxx_linux-64              9.4.0                h0316aca_1    conda-forge
h11                       0.9.0                    pypi_0    pypi
h5py                      3.4.0           nompi_py39h7e08c79_101    conda-forge
harfbuzz                  3.1.1                h83ec7ef_0    conda-forge
hdf5                      1.12.1          nompi_h2750804_101    conda-forge
heapdict                  1.0.1                      py_0    conda-forge
httpcore                  0.11.1                   pypi_0    pypi
httpx                     0.15.5                   pypi_0    pypi
icu                       68.2                 h9c3ff4c_0    conda-forge
idna                      2.10                     pypi_0    pypi
imagecodecs               2021.8.26        py39h571908b_2    conda-forge
imageio                   2.9.0                      py_0    conda-forge
importlib-metadata        4.8.2            py39hf3d152e_0    conda-forge
importlib_resources       5.4.0              pyhd8ed1ab_0    conda-forge
inflection                0.5.1                    pypi_0    pypi
ipykernel                 6.5.0            py39hef51801_1    conda-forge
ipympl                    0.8.2              pyhd8ed1ab_0    conda-forge
ipython                   7.29.0           py39hef51801_2    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
ipywidgets                7.6.5              pyhd8ed1ab_0    conda-forge
iso8601                   0.1.16                   pypi_0    pypi
jbig                      2.1               h7f98852_2003    conda-forge
jedi                      0.18.0           py39hf3d152e_3    conda-forge
jinja2                    3.0.3              pyhd8ed1ab_0    conda-forge
joblib                    1.1.0              pyhd8ed1ab_0    conda-forge
jpeg                      9d                   h36c2ea0_0    conda-forge
json5                     0.9.5              pyh9f0ad1d_0    conda-forge
jsonschema                4.2.1              pyhd8ed1ab_0    conda-forge
jupyter-server-mathjax    0.2.6                    pypi_0    pypi
jupyter_client            7.0.6              pyhd8ed1ab_0    conda-forge
jupyter_core              4.9.1            py39hf3d152e_1    conda-forge
jupyter_server            1.11.2             pyhd8ed1ab_0    conda-forge
jupyter_telemetry         0.1.0              pyhd8ed1ab_1    conda-forge
jupyterhub                1.5.0            py39hf3d152e_1    conda-forge
jupyterhub-base           1.5.0            py39hf3d152e_1    conda-forge
jupyterlab                3.2.3              pyhd8ed1ab_0    conda-forge
jupyterlab-git            0.38.0                   pypi_0    pypi
jupyterlab_pygments       0.1.2              pyh9f0ad1d_0    conda-forge
jupyterlab_server         2.8.2              pyhd8ed1ab_0    conda-forge
jupyterlab_widgets        1.0.2              pyhd8ed1ab_0    conda-forge
jxrlib                    1.1                  h7f98852_2    conda-forge
kernel-headers_linux-64   2.6.32              he073ed8_15    conda-forge
kiwisolver                1.3.2            py39h1a9c180_1    conda-forge
krb5                      1.19.2               hcc1bbae_3    conda-forge
lark                      0.11.3                   pypi_0    pypi
lcms2                     2.12                 hddcbb42_0    conda-forge
ld_impl_linux-64          2.36.1               hea4e1c9_2    conda-forge
lerc                      3.0                  h9c3ff4c_0    conda-forge
libaec                    1.0.6                h9c3ff4c_0    conda-forge
libarchive                3.5.2                hccf745f_1    conda-forge
libblas                   3.9.0           12_linux64_openblas    conda-forge
libbrotlicommon           1.0.9                h7f98852_6    conda-forge
libbrotlidec              1.0.9                h7f98852_6    conda-forge
libbrotlienc              1.0.9                h7f98852_6    conda-forge
libcblas                  3.9.0           12_linux64_openblas    conda-forge
libcurl                   7.80.0               h2574ce0_0    conda-forge
libdeflate                1.8                  h7f98852_0    conda-forge
libedit                   3.1.20191231         he28a2e2_2    conda-forge
libev                     4.33                 h516909a_1    conda-forge
libffi                    3.4.2                h7f98852_5    conda-forge
libgcc-devel_linux-64     9.4.0               hd854feb_11    conda-forge
libgcc-ng                 11.2.0              h1d223b6_11    conda-forge
libgfortran-ng            11.2.0              h69a702a_11    conda-forge
libgfortran5              11.2.0              h5c6108e_11    conda-forge
libgit2                   1.3.0                hee63804_1    conda-forge
libglib                   2.70.1               h174f98d_0    conda-forge
libgomp                   11.2.0              h1d223b6_11    conda-forge
libiconv                  1.16                 h516909a_0    conda-forge
liblapack                 3.9.0           12_linux64_openblas    conda-forge
liblapacke                3.9.0           12_linux64_openblas    conda-forge
libllvm11                 11.1.0               hf817b99_2    conda-forge
libnghttp2                1.43.0               h812cca2_1    conda-forge
libopenblas               0.3.18          pthreads_h8fe5266_0    conda-forge
libpng                    1.6.37               h21135ba_2    conda-forge
libprotobuf               3.19.1               h780b84a_0    conda-forge
libsanitizer              9.4.0               h79bfe98_11    conda-forge
libsodium                 1.0.18               h36c2ea0_1    conda-forge
libsolv                   0.7.19               h780b84a_5    conda-forge
libssh2                   1.10.0               ha56f1ee_2    conda-forge
libstdcxx-devel_linux-64  9.4.0               hd854feb_11    conda-forge
libstdcxx-ng              11.2.0              he4da1e4_11    conda-forge
libtiff                   4.3.0                h6f004c6_2    conda-forge
libuuid                   2.32.1            h7f98852_1000    conda-forge
libwebp-base              1.2.1                h7f98852_0    conda-forge
libxcb                    1.13              h7f98852_1004    conda-forge
libxml2                   2.9.12               h72842e0_0    conda-forge
libzlib                   1.2.11            h36c2ea0_1013    conda-forge
libzopfli                 1.0.3                h9c3ff4c_0    conda-forge
llvm-openmp               12.0.1               h4bd325d_1    conda-forge
llvmlite                  0.37.0           py39h1bbdace_0    conda-forge
locket                    0.2.0                      py_2    conda-forge
lxml                      4.9.1                    pypi_0    pypi
lz4-c                     1.9.3                h9c3ff4c_1    conda-forge
lzo                       2.10              h516909a_1000    conda-forge
make                      4.3                  hd18ef5c_1    conda-forge
mako                      1.1.5              pyhd8ed1ab_0    conda-forge
mamba                     0.17.0           py39h951de11_0    conda-forge
markupsafe                2.0.1            py39h3811e60_1    conda-forge
matplotlib-base           3.4.3            py39h2fa2bec_2    conda-forge
matplotlib-inline         0.1.3              pyhd8ed1ab_0    conda-forge
mistune                   0.8.4           py39h3811e60_1005    conda-forge
mock                      4.0.3            py39hf3d152e_2    conda-forge
more-itertools            8.13.0                   pypi_0    pypi
mpc                       1.2.1                h9f54685_0    conda-forge
mpfr                      4.1.0                h9202a9a_1    conda-forge
mpmath                    1.2.1              pyhd8ed1ab_0    conda-forge
msgpack                   0.6.2                    pypi_0    pypi
multitasking              0.0.11                   pypi_0    pypi
nb_conda_kernels          2.3.1            py39hf3d152e_1    conda-forge
nbclassic                 0.3.4              pyhd8ed1ab_0    conda-forge
nbclient                  0.5.8              pyhd8ed1ab_0    conda-forge
nbconvert                 6.3.0            py39hf3d152e_1    conda-forge
nbdev                     2.1.1                    pypi_0    pypi
nbdime                    3.1.1                    pypi_0    pypi
nbformat                  5.1.3              pyhd8ed1ab_0    conda-forge
ncurses                   6.2                  h58526e2_4    conda-forge
nest-asyncio              1.5.1              pyhd8ed1ab_0    conda-forge
networkx                  2.6.3              pyhd8ed1ab_1    conda-forge
nodejs                    12.4.0               he1b5a44_0    conda-forge
notebook                  6.4.5              pyha770c72_0    conda-forge
ntlm-auth                 1.5.0                    pypi_0    pypi
numba                     0.54.1           py39h56b8d98_0    conda-forge
numexpr                   2.7.3            py39hde0f152_1    conda-forge
numpy                     1.20.3           py39hdbf815f_1    conda-forge
oauthlib                  3.1.1              pyhd8ed1ab_0    conda-forge
olefile                   0.46               pyh9f0ad1d_1    conda-forge
openblas                  0.3.18          pthreads_h4748800_0    conda-forge
openjpeg                  2.4.0                hb52868f_1    conda-forge
openssl                   1.1.1l               h7f98852_0    conda-forge
packaging                 21.2               pyhd8ed1ab_1    conda-forge
pamela                    1.0.0                      py_0    conda-forge
pandas                    1.3.4            py39hde0f152_1    conda-forge
pandoc                    2.16.1               h7f98852_0    conda-forge
pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
pango                     1.48.10              h54213e6_2    conda-forge
parso                     0.8.2              pyhd8ed1ab_0    conda-forge
partd                     1.2.0              pyhd8ed1ab_0    conda-forge
patsy                     0.5.2              pyhd8ed1ab_0    conda-forge
pcre                      8.45                 h9c3ff4c_0    conda-forge
pcre2                     10.37                h032f7d1_0    conda-forge
pexpect                   4.8.0              pyh9f0ad1d_2    conda-forge
pickleshare               0.7.5           py39hde42818_1002    conda-forge
pillow                    8.4.0            py39ha612740_0    conda-forge
pip                       21.3.1             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
platformdirs              2.5.2                    pypi_0    pypi
plotly                    5.9.0                    pypi_0    pypi
ply                       3.11                     pypi_0    pypi
pooch                     1.5.2              pyhd8ed1ab_0    conda-forge
prometheus_client         0.12.0             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.22             pyha770c72_0    conda-forge
protobuf                  3.13.0                   pypi_0    pypi
psutil                    5.8.0            py39h3811e60_2    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
py                        1.11.0                   pypi_0    pypi
pyasn1                    0.4.8                    pypi_0    pypi
pyasn1-modules            0.2.8                    pypi_0    pypi
pybind11                  2.10.0                   pypi_0    pypi
pycosat                   0.6.3           py39h3811e60_1009    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pycurl                    7.44.1           py39h72e3413_1    conda-forge
pydantic                  1.8.2                    pypi_0    pypi
pygments                  2.10.0             pyhd8ed1ab_0    conda-forge
pyjwt                     1.7.1                    pypi_0    pypi
pyopenssl                 21.0.0             pyhd8ed1ab_0    conda-forge
pyparsing                 2.4.7              pyhd8ed1ab_1    conda-forge
pyquil                    3.0.1                    pypi_0    pypi
pyrsistent                0.18.0           py39h3811e60_0    conda-forge
pysocks                   1.7.1            py39hf3d152e_4    conda-forge
pytables                  3.6.1            py39h2669a42_4    conda-forge
python                    3.9.7           hb7a2778_3_cpython    conda-forge
python-constraint         1.4.0                    pypi_0    pypi
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-json-logger        2.0.1              pyh9f0ad1d_0    conda-forge
python-rapidjson          1.8                      pypi_0    pypi
python-tzdata             2021.5             pyhd8ed1ab_0    conda-forge
python_abi                3.9                      2_cp39    conda-forge
pytz                      2021.3             pyhd8ed1ab_0    conda-forge
pytz-deprecation-shim     0.1.0.post0      py39hf3d152e_1    conda-forge
pywavelets                1.2.0            py39hce5d2b2_0    conda-forge
pyyaml                    6.0              py39h3811e60_3    conda-forge
pyzmq                     22.3.0           py39h37b5a0c_1    conda-forge
qcs-api-client            0.8.0                    pypi_0    pypi
qiskit                    0.27.0                   pypi_0    pypi
qiskit-aer                0.8.2                    pypi_0    pypi
qiskit-aqua               0.9.2                    pypi_0    pypi
qiskit-ibmq-provider      0.14.0                   pypi_0    pypi
qiskit-ignis              0.6.0                    pypi_0    pypi
qiskit-rigetti            0.4.5                    pypi_0    pypi
qiskit-terra              0.17.4                   pypi_0    pypi
quandl                    3.7.0                    pypi_0    pypi
r-askpass                 1.1               r41hcfec24a_2    conda-forge
r-assertthat              0.2.1             r41hc72bb7e_2    conda-forge
r-backports               1.3.0             r41hcfec24a_0    conda-forge
r-base                    4.1.1                hb93adac_1    conda-forge
r-base64enc               0.1_3           r41hcfec24a_1004    conda-forge
r-bit                     4.0.4             r41hcfec24a_0    conda-forge
r-bit64                   4.0.5             r41hcfec24a_0    conda-forge
r-bitops                  1.0_7             r41hcfec24a_0    conda-forge
r-blob                    1.2.2             r41hc72bb7e_0    conda-forge
r-brew                    1.0_6           r41hc72bb7e_1003    conda-forge
r-brio                    1.1.2             r41hcfec24a_0    conda-forge
r-broom                   0.7.10            r41hc72bb7e_0    conda-forge
r-bslib                   0.3.1             r41hc72bb7e_0    conda-forge
r-cachem                  1.0.6             r41hcfec24a_0    conda-forge
r-callr                   3.7.0             r41hc72bb7e_0    conda-forge
r-caret                   6.0_90            r41hcfec24a_0    conda-forge
r-cellranger              1.1.0           r41hc72bb7e_1003    conda-forge
r-class                   7.3_19            r41hcfec24a_0    conda-forge
r-cli                     3.1.0             r41h03ef668_0    conda-forge
r-clipr                   0.7.1             r41hc72bb7e_0    conda-forge
r-codetools               0.2_18            r41hc72bb7e_0    conda-forge
r-colorspace              2.0_2             r41hcfec24a_0    conda-forge
r-commonmark              1.7             r41hcfec24a_1002    conda-forge
r-conflicted              1.0.4             r41hc72bb7e_2    conda-forge
r-covr                    3.5.1             r41h03ef668_0    conda-forge
r-cpp11                   0.4.1             r41hc72bb7e_0    conda-forge
r-crayon                  1.4.2             r41hc72bb7e_0    conda-forge
r-credentials             1.3.1             r41hc72bb7e_0    conda-forge
r-crosstalk               1.2.0             r41hc72bb7e_0    conda-forge
r-curl                    4.3.2             r41hcfec24a_0    conda-forge
r-data.table              1.14.2            r41hcfec24a_0    conda-forge
r-dbi                     1.1.1             r41hc72bb7e_0    conda-forge
r-dbplyr                  2.1.1             r41hc72bb7e_0    conda-forge
r-desc                    1.4.0             r41hc72bb7e_0    conda-forge
r-devtools                2.4.2             r41hc72bb7e_0    conda-forge
r-dials                   0.0.10            r41hc72bb7e_0    conda-forge
r-dicedesign              1.9               r41hcfec24a_0    conda-forge
r-diffobj                 0.3.5             r41hcfec24a_0    conda-forge
r-digest                  0.6.28            r41h03ef668_0    conda-forge
r-dplyr                   1.0.7             r41h03ef668_0    conda-forge
r-dt                      0.20              r41hc72bb7e_0    conda-forge
r-dtplyr                  1.1.0             r41hc72bb7e_0    conda-forge
r-e1071                   1.7_9             r41h03ef668_0    conda-forge
r-ellipsis                0.3.2             r41hcfec24a_0    conda-forge
r-evaluate                0.14              r41hc72bb7e_2    conda-forge
r-fansi                   0.4.2             r41hcfec24a_0    conda-forge
r-farver                  2.1.0             r41h03ef668_0    conda-forge
r-fastmap                 1.1.0             r41h03ef668_0    conda-forge
r-fontawesome             0.2.2             r41hc72bb7e_0    conda-forge
r-forcats                 0.5.1             r41hc72bb7e_0    conda-forge
r-foreach                 1.5.1             r41hc72bb7e_0    conda-forge
r-forecast                8.15              r41h6dc32e9_0    conda-forge
r-fracdiff                1.5_1             r41hbfbffee_1    conda-forge
r-fs                      1.5.0             r41h03ef668_0    conda-forge
r-furrr                   0.2.3             r41hc72bb7e_0    conda-forge
r-future                  1.23.0            r41hc72bb7e_0    conda-forge
r-future.apply            1.8.1             r41hc72bb7e_0    conda-forge
r-gargle                  1.2.0             r41hc72bb7e_0    conda-forge
r-generics                0.1.1             r41hc72bb7e_0    conda-forge
r-gert                    1.4.3             r41h29657ab_0    conda-forge
r-ggplot2                 3.3.5             r41hc72bb7e_0    conda-forge
r-gh                      1.3.0             r41hc72bb7e_0    conda-forge
r-git2r                   0.28.0            r41hf628c3e_1    conda-forge
r-gitcreds                0.1.1             r41hc72bb7e_0    conda-forge
r-globals                 0.14.0            r41hc72bb7e_0    conda-forge
r-glue                    1.5.0             r41hcfec24a_0    conda-forge
r-googledrive             2.0.0             r41hc72bb7e_0    conda-forge
r-googlesheets4           1.0.0             r41h785f33e_0    conda-forge
r-gower                   0.2.2             r41hcfec24a_0    conda-forge
r-gpfit                   1.0_8             r41hc72bb7e_1    conda-forge
r-gtable                  0.3.0             r41hc72bb7e_3    conda-forge
r-hardhat                 0.1.6             r41hc72bb7e_0    conda-forge
r-haven                   2.4.3             r41h2713e49_0    conda-forge
r-hexbin                  1.28.2            r41h859d828_0    conda-forge
r-highr                   0.9               r41hc72bb7e_0    conda-forge
r-hms                     1.1.1             r41hc72bb7e_0    conda-forge
r-htmltools               0.5.2             r41h03ef668_0    conda-forge
r-htmlwidgets             1.5.4             r41hc72bb7e_0    conda-forge
r-httpuv                  1.6.3             r41h03ef668_0    conda-forge
r-httr                    1.4.2             r41hc72bb7e_0    conda-forge
r-ids                     1.0.1             r41hc72bb7e_1    conda-forge
r-infer                   1.0.0             r41hc72bb7e_0    conda-forge
r-ini                     0.3.1           r41hc72bb7e_1003    conda-forge
r-ipred                   0.9_12            r41hcfec24a_0    conda-forge
r-irdisplay               1.0               r41hd8ed1ab_0    conda-forge
r-irkernel                1.2               r41hc72bb7e_0    conda-forge
r-isoband                 0.2.5             r41h03ef668_0    conda-forge
r-iterators               1.0.13            r41hc72bb7e_0    conda-forge
r-jquerylib               0.1.4             r41hc72bb7e_0    conda-forge
r-jsonlite                1.7.2             r41hcfec24a_0    conda-forge
r-kernsmooth              2.23_20           r41h742201e_0    conda-forge
r-knitr                   1.35              r41hc72bb7e_0    conda-forge
r-labeling                0.4.2             r41hc72bb7e_0    conda-forge
r-later                   1.2.0             r41h03ef668_0    conda-forge
r-lattice                 0.20_45           r41hcfec24a_0    conda-forge
r-lava                    1.6.10            r41hc72bb7e_0    conda-forge
r-lazyeval                0.2.2             r41hcfec24a_2    conda-forge
r-lhs                     1.1.3             r41h03ef668_1    conda-forge
r-lifecycle               1.0.1             r41hc72bb7e_0    conda-forge
r-listenv                 0.8.0             r41hc72bb7e_1    conda-forge
r-lmtest                  0.9_39            r41h859d828_0    conda-forge
r-lubridate               1.8.0             r41h03ef668_0    conda-forge
r-magrittr                2.0.1             r41hcfec24a_1    conda-forge
r-markdown                1.1               r41hcfec24a_1    conda-forge
r-mass                    7.3_54            r41hcfec24a_0    conda-forge
r-matrix                  1.3_4             r41he454529_0    conda-forge
r-memoise                 2.0.0             r41hc72bb7e_0    conda-forge
r-mgcv                    1.8_38            r41he454529_0    conda-forge
r-mime                    0.12              r41hcfec24a_0    conda-forge
r-modeldata               0.1.1             r41hc72bb7e_0    conda-forge
r-modelmetrics            1.2.2.2           r41h03ef668_1    conda-forge
r-modelr                  0.1.8             r41hc72bb7e_0    conda-forge
r-munsell                 0.5.0           r41hc72bb7e_1003    conda-forge
r-nlme                    3.1_153           r41h859d828_0    conda-forge
r-nnet                    7.3_16            r41hcfec24a_0    conda-forge
r-numderiv                2016.8_1.1        r41hc72bb7e_3    conda-forge
r-nycflights13            1.0.2             r41hc72bb7e_0    conda-forge
r-openssl                 1.4.5             r41he36bf35_1    conda-forge
r-parallelly              1.28.1            r41hc72bb7e_0    conda-forge
r-parsnip                 0.1.7             r41hc72bb7e_0    conda-forge
r-patchwork               1.1.1             r41hc72bb7e_0    conda-forge
r-pbdzmq                  0.3_6             r41h42bf92c_0    conda-forge
r-pillar                  1.6.4             r41hc72bb7e_0    conda-forge
r-pkgbuild                1.2.0             r41hc72bb7e_0    conda-forge
r-pkgconfig               2.0.3             r41hc72bb7e_1    conda-forge
r-pkgload                 1.2.3             r41h03ef668_0    conda-forge
r-plogr                   0.2.0           r41hc72bb7e_1003    conda-forge
r-plyr                    1.8.6             r41h03ef668_1    conda-forge
r-praise                  1.0.0           r41hc72bb7e_1004    conda-forge
r-prettyunits             1.1.1             r41hc72bb7e_1    conda-forge
r-proc                    1.18.0            r41h03ef668_0    conda-forge
r-processx                3.5.2             r41hcfec24a_0    conda-forge
r-prodlim                 2019.11.13        r41h03ef668_1    conda-forge
r-progress                1.2.2             r41hc72bb7e_2    conda-forge
r-progressr               0.9.0             r41hc72bb7e_0    conda-forge
r-promises                1.2.0.1           r41h03ef668_0    conda-forge
r-proxy                   0.4_26            r41hcfec24a_0    conda-forge
r-ps                      1.6.0             r41hcfec24a_0    conda-forge
r-purrr                   0.3.4             r41hcfec24a_1    conda-forge
r-quadprog                1.5_8             r41h742201e_3    conda-forge
r-quantmod                0.4.18            r41hc72bb7e_0    conda-forge
r-r6                      2.5.1             r41hc72bb7e_0    conda-forge
r-randomforest            4.6_14          r41h859d828_1004    conda-forge
r-rappdirs                0.3.3             r41hcfec24a_0    conda-forge
r-rcmdcheck               1.4.0             r41h785f33e_0    conda-forge
r-rcolorbrewer            1.1_2           r41h785f33e_1003    conda-forge
r-rcpp                    1.0.7             r41h03ef668_0    conda-forge
r-rcpparmadillo           0.10.7.3.0        r41h306847c_0    conda-forge
r-rcurl                   1.98_1.5          r41hcfec24a_0    conda-forge
r-readr                   2.1.0             r41h03ef668_0    conda-forge
r-readxl                  1.3.1             r41h2713e49_4    conda-forge
r-recipes                 0.1.17            r41hc72bb7e_0    conda-forge
r-rematch                 1.0.1           r41hc72bb7e_1003    conda-forge
r-rematch2                2.1.2             r41hc72bb7e_1    conda-forge
r-remotes                 2.4.1             r41hc72bb7e_0    conda-forge
r-repr                    1.1.3             r41h785f33e_0    conda-forge
r-reprex                  2.0.1             r41hc72bb7e_0    conda-forge
r-reshape2                1.4.4             r41h03ef668_1    conda-forge
r-rex                     1.2.0             r41hc72bb7e_1    conda-forge
r-rlang                   0.4.12            r41hcfec24a_0    conda-forge
r-rmarkdown               2.11              r41hc72bb7e_0    conda-forge
r-rodbc                   1.3_19            r41hcfec24a_0    conda-forge
r-roxygen2                7.1.2             r41h03ef668_0    conda-forge
r-rpart                   4.1_15            r41hcfec24a_2    conda-forge
r-rprojroot               2.0.2             r41hc72bb7e_0    conda-forge
r-rsample                 0.1.1             r41hc72bb7e_0    conda-forge
r-rsqlite                 2.2.8             r41h03ef668_0    conda-forge
r-rstudioapi              0.13              r41hc72bb7e_0    conda-forge
r-rversions               2.1.1             r41hc72bb7e_0    conda-forge
r-rvest                   1.0.2             r41hc72bb7e_0    conda-forge
r-sass                    0.4.0             r41h03ef668_0    conda-forge
r-scales                  1.1.1             r41hc72bb7e_0    conda-forge
r-selectr                 0.4_2             r41hc72bb7e_1    conda-forge
r-sessioninfo             1.2.1             r41hc72bb7e_0    conda-forge
r-shiny                   1.7.1             r41h785f33e_0    conda-forge
r-slider                  0.2.2             r41hcfec24a_0    conda-forge
r-sourcetools             0.1.7           r41h9c3ff4c_1002    conda-forge
r-squarem                 2021.1            r41hc72bb7e_0    conda-forge
r-stringi                 1.7.5             r41hcabe038_0    conda-forge
r-stringr                 1.4.0             r41hc72bb7e_2    conda-forge
r-survival                3.2_13            r41hcfec24a_0    conda-forge
r-sys                     3.4               r41hcfec24a_0    conda-forge
r-testthat                3.1.0             r41h03ef668_0    conda-forge
r-tibble                  3.1.6             r41hcfec24a_0    conda-forge
r-tidymodels              0.1.4             r41hc72bb7e_0    conda-forge
r-tidyr                   1.1.4             r41h03ef668_0    conda-forge
r-tidyselect              1.1.1             r41hc72bb7e_0    conda-forge
r-tidyverse               1.3.1             r41hc72bb7e_0    conda-forge
r-timedate                3043.102        r41hc72bb7e_1002    conda-forge
r-tinytex                 0.35              r41hc72bb7e_0    conda-forge
r-tseries                 0.10_49           r41h742201e_0    conda-forge
r-ttr                     0.24.2            r41hcfec24a_0    conda-forge
r-tune                    0.1.6             r41hc72bb7e_0    conda-forge
r-tzdb                    0.2.0             r41h03ef668_0    conda-forge
r-urca                    1.3_0           r41h859d828_1006    conda-forge
r-usethis                 2.1.3             r41hc72bb7e_0    conda-forge
r-utf8                    1.2.2             r41hcfec24a_0    conda-forge
r-uuid                    1.0_3             r41hcfec24a_0    conda-forge
r-vctrs                   0.3.8             r41hcfec24a_1    conda-forge
r-viridislite             0.4.0             r41hc72bb7e_0    conda-forge
r-vroom                   1.5.6             r41h03ef668_0    conda-forge
r-waldo                   0.3.1             r41hc72bb7e_0    conda-forge
r-warp                    0.2.0             r41hcfec24a_1    conda-forge
r-whisker                 0.4               r41hc72bb7e_1    conda-forge
r-withr                   2.4.2             r41hc72bb7e_0    conda-forge
r-workflows               0.2.4             r41hc72bb7e_0    conda-forge
r-workflowsets            0.1.0             r41hc72bb7e_0    conda-forge
r-xfun                    0.28              r41h03ef668_0    conda-forge
r-xml2                    1.3.2             r41h03ef668_1    conda-forge
r-xopen                   1.0.0           r41hc72bb7e_1003    conda-forge
r-xtable                  1.8_4             r41hc72bb7e_3    conda-forge
r-xts                     0.12.1            r41hcfec24a_0    conda-forge
r-yaml                    2.2.1             r41hcfec24a_1    conda-forge
r-yardstick               0.0.8             r41h03ef668_0    conda-forge
r-zip                     2.2.0             r41hcfec24a_0    conda-forge
r-zoo                     1.8_9             r41hcfec24a_1    conda-forge
readline                  8.1                  h46c0cb4_0    conda-forge
reproc                    14.2.3               h7f98852_0    conda-forge
reproc-cpp                14.2.3               h9c3ff4c_0    conda-forge
requests                  2.26.0             pyhd8ed1ab_0    conda-forge
requests-ntlm             1.1.0                    pypi_0    pypi
retry                     0.9.2                    pypi_0    pypi
retrying                  1.3.3                    pypi_0    pypi
retworkx                  0.11.0                   pypi_0    pypi
rfc3339                   6.2                      pypi_0    pypi
rfc3986                   1.5.0                    pypi_0    pypi
rpcq                      3.10.0                   pypi_0    pypi
rpy2                      3.4.5           py39r41hce5d2b2_1    conda-forge
rsa                       4.9                      pypi_0    pypi
ruamel.yaml               0.17.17          py39h3811e60_1    conda-forge
ruamel.yaml.clib          0.2.6            py39h3811e60_0    conda-forge
ruamel_yaml               0.15.80         py39h3811e60_1006    conda-forge
scikit-image              0.18.3           py39hde0f152_0    conda-forge
scikit-learn              1.0.1            py39h4dfa638_2    conda-forge
scipy                     1.7.2            py39hee8e79c_0    conda-forge
seaborn                   0.11.2               hd8ed1ab_0    conda-forge
seaborn-base              0.11.2             pyhd8ed1ab_0    conda-forge
sed                       4.8                  he412f7d_0    conda-forge
send2trash                1.8.0              pyhd8ed1ab_0    conda-forge
setuptools                59.1.1           py39hf3d152e_0    conda-forge
simplegeneric             0.8.1                      py_1    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
smmap                     5.0.0                    pypi_0    pypi
snappy                    1.1.8                he1b5a44_3    conda-forge
sniffio                   1.2.0            py39hf3d152e_2    conda-forge
sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
soupsieve                 2.3                pyhd8ed1ab_0    conda-forge
sqlalchemy                1.4.27           py39h3811e60_0    conda-forge
sqlite                    3.36.0               h9cd32fc_2    conda-forge
statsmodels               0.13.1           py39hce5d2b2_0    conda-forge
sympy                     1.9              py39hf3d152e_1    conda-forge
sysroot_linux-64          2.12                he073ed8_15    conda-forge
tblib                     1.7.0              pyhd8ed1ab_0    conda-forge
tenacity                  8.0.1                    pypi_0    pypi
terminado                 0.12.1           py39hf3d152e_1    conda-forge
testpath                  0.5.0              pyhd8ed1ab_0    conda-forge
threadpoolctl             3.0.0              pyh8a188c0_0    conda-forge
tifffile                  2021.11.2          pyhd8ed1ab_0    conda-forge
tk                        8.6.11               h27826a3_1    conda-forge
tktable                   2.10                 hb7b940f_3    conda-forge
toml                      0.10.2                   pypi_0    pypi
toolz                     0.11.2             pyhd8ed1ab_0    conda-forge
tornado                   6.1              py39h3811e60_2    conda-forge
tqdm                      4.62.3             pyhd8ed1ab_0    conda-forge
traitlets                 5.1.1              pyhd8ed1ab_0    conda-forge
typing_extensions         3.10.0.2           pyha770c72_0    conda-forge
tzdata                    2021e                he74cb21_0    conda-forge
tzlocal                   4.1              py39hf3d152e_0    conda-forge
unixodbc                  2.3.9                hb166930_0    conda-forge
urllib3                   1.26.7             pyhd8ed1ab_0    conda-forge
virtualenv                20.16.3                  pypi_0    pypi
wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
webencodings              0.5.1                      py_1    conda-forge
websocket-client          1.2.1            py39hf3d152e_0    conda-forge
wheel                     0.37.0             pyhd8ed1ab_1    conda-forge
widgetsnbextension        3.5.2            py39hf3d152e_0    conda-forge
xlrd                      2.0.1              pyhd8ed1ab_3    conda-forge
xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
xorg-libice               1.0.10               h7f98852_0    conda-forge
xorg-libsm                1.2.3             hd9c2040_1000    conda-forge
xorg-libx11               1.7.2                h7f98852_0    conda-forge
xorg-libxau               1.0.9                h7f98852_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xorg-libxext              1.3.4                h7f98852_1    conda-forge
xorg-libxrender           0.9.10            h7f98852_1003    conda-forge
xorg-libxt                1.2.1                h7f98852_2    conda-forge
xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
xorg-xextproto            7.3.0             h7f98852_1002    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    conda-forge
xz                        5.2.5                h516909a_1    conda-forge
yaml                      0.2.5                h516909a_0    conda-forge
yfinance                  0.1.74                   pypi_0    pypi
zeromq                    4.3.4                h9c3ff4c_1    conda-forge
zfp                       0.5.5                h9c3ff4c_7    conda-forge
zict                      2.0.0                      py_0    conda-forge
zipp                      3.6.0              pyhd8ed1ab_0    conda-forge
zlib                      1.2.11            h36c2ea0_1013    conda-forge
zstd                      1.5.0                ha95c52a_0    conda-forge
jheckey commented 2 years ago

Jupyter notebook for working code.

raw_capture.ipynb.zip

kalzoo commented 2 years ago

Good callout, thanks @jheckey - this looks like a leftover in the migration from pyQuil v2 to v3.