BigQuery Memory error

@yuranos

I figured out the permissions issue with the BigQuery integration. But now I ran into Cannot allocate memory error as outlined here:

Output to layer-diagnose:

Local diagnostics for Layer 0.8.14
OS: Linux 5.11.0-40-generic
Platform: uname_result(system='Linux', node='delton', release='5.11.0-40-generic', version='#44~20.04.2-Ubuntu SMP Tue Oct 26 18:07:44 UTC 2021', machine='x86_64', processor='x86_64')
Interpreter path: /home/gitonga/anaconda3/bin/python3
Interpreter version: 3.8.8 (default, Apr 13 2021, 19:58:26) 
[GCC 7.3.0]
Timezone: EAT
Environment variable keys: SHELL SESSION_MANAGER QT_ACCESSIBILITY COLORTERM XDG_CONFIG_DIRS XDG_MENU_PREFIX GNOME_DESKTOP_SESSION_ID CONDA_EXE _CE_M TMUX LC_ADDRESS GNOME_SHELL_SESSION_MODE LC_NAME SSH_AUTH_SOCK XMODIFIERS DESKTOP_SESSION LC_MONETARY SSH_AGENT_PID GTK_MODULES PWD XDG_SESSION_DESKTOP LOGNAME XDG_SESSION_TYPE CONDA_PREFIX GPG_AGENT_INFO XAUTHORITY GJS_DEBUG_TOPICS WINDOWPATH HOME USERNAME IM_CONFIG_PHASE LC_PAPER LANG LS_COLORS XDG_CURRENT_DESKTOP AIRFLOW_HOME VTE_VERSION CONDA_PROMPT_MODIFIER GNOME_TERMINAL_SCREEN INVOCATION_ID MANAGERPID GJS_DEBUG_OUTPUT LESSCLOSE XDG_SESSION_CLASS TERM LC_IDENTIFICATION _CE_CONDA LESSOPEN USER TMUX_PANE GNOME_TERMINAL_SERVICE CONDA_SHLVL DISPLAY SHLVL LC_TELEPHONE QT_IM_MODULE LC_MEASUREMENT LIBGL_ALWAYS_SOFTWARE PAPERSIZE CONDA_PYTHON_EXE LD_LIBRARY_PATH XDG_RUNTIME_DIR CONDA_DEFAULT_ENV LC_TIME JOURNAL_STREAM XDG_DATA_DIRS PATH GDMSESSION DBUS_SESSION_BUS_ADDRESS LC_NUMERIC _ OLDPWD
Layer project found in the current directory. Printing the directory structure:
├── models
│   └── model
│       ├── requirements.txt
│       ├── model.yml
│       └── model.py
├── en-bigquery
├── .layer
│   └── project.yml
├── data
│   ├── bqm_features
│   │   ├── success.sql
│   │   ├── month.sql
│   │   ├── day.sql
│   │   ├── rated.sql
│   │   ├── dataset.yml
│   │   ├── number_of_directors.sql
│   │   ├── release_date.sql
│   │   └── runtime.sql
│   └── dataset
│       └── dataset.yaml
├── bq-memory
├── .git
│   ├── COMMIT_EDITMSG
│   ├── hooks
│   │   ├── post-update.sample
│   │   ├── pre-receive.sample
│   │   ├── prepare-commit-msg.sample
│   │   ├── fsmonitor-watchman.sample
│   │   ├── pre-merge-commit.sample
│   │   ├── pre-commit.sample
│   │   ├── update.sample
│   │   ├── pre-rebase.sample
│   │   ├── pre-push.sample
│   │   ├── commit-msg.sample
│   │   ├── applypatch-msg.sample
│   │   └── pre-applypatch.sample
│   ├── description
│   ├── info
│   │   └── exclude
│   ├── HEAD
│   ├── logs
│   │   ├── HEAD
│   │   └── refs
│   │       ├── heads
│   │       │   └── main
│   │       └── remotes
│   │           └── origin
│   │               └── main
│   ├── branches
│   ├── index
│   ├── refs
│   │   ├── heads
│   │   │   └── main
│   │   ├── remotes
│   │   │   └── origin
│   │   │       └── main
│   │   └── tags
│   ├── config
│   └── objects
│       ├── 2a
│       │   └── 36ae44e89a9cc3d7903124b3512669f82135b3
│       ├── 53
│       │   └── cfac1ef716416209f50a93c3a63fb1a2ae83b7
│       ├── 44
│       │   └── a60c8eb15984512a488444a10c57bd7890b9f7
│       ├── eb
│       │   └── fa6ef24aec1e8befdd1aeeaf010a24b814db34
│       ├── bc
│       │   └── 08e0dbc01d8165edcee2cc45b54a97dccc292d
│       ├── bb
│       │   ├── e8ee49901432b79b4a49d9731b22abb9ab96a5
│       │   └── 92ce7994bf8c97b4da0255a8ce073306846151
│       ├── info
│       ├── 1f
│       │   └── 2961e802b0539716a6af24079c8d5f75cc305a
│       ├── 98
│       │   └── b1ad4f88eaed1203d778c1cac1aeb5c1c1b0e6
│       ├── ef
│       │   └── f2d5263410988aec4371ff8e8e63f7533efa9e
│       ├── f7
│       │   ├── 2660e2e479745aa1a1be8580ff10055d1f1a2b
│       │   └── 31b0b8061cdee80500ed1652d23f4013a43bb3
│       ├── 9b
│       │   └── 90dc5340f9b5f18c9208e3e98420a51e636c01
│       ├── 4a
│       │   └── 74672c3a3aa9680c8d0a6f1dabb0fdd40daad4
│       ├── pack
│       ├── e9
│       │   └── 2ae73bc4cdee28c91968a5117450d4b38f1694
│       ├── 99
│       │   └── 82e9b156da05780a67fc2e6355fda93f153356
│       ├── 32
│       │   └── 0769546e7e7881ae6d29f7eb7c9c9e204164de
│       ├── c2
│       │   └── 9365031579da64a2e984b78ffb10db84190d74
│       ├── e7
│       │   └── cc5312927cdc5d73efecb3ba677ccd781fee06
│       ├── d5
│       │   └── 5304d832f680e0cc833620e839315da52e3d0f
│       ├── c9
│       │   └── 6918a753845b117876df729eb62b458e735660
│       ├── 8a
│       │   ├── 0a7fe3a4e8919128bdb8c96218697f6a05f5cd
│       │   └── a18a00b6a543a55cc876c0196e9eaa658d3b20
│       ├── 4b
│       │   ├── 825dc642cb6eb9a060e54bf8d69288fbee4904
│       │   └── c45fece64fa08c8fc68d0edbe658ebb7889a39
│       ├── 69
│       │   └── cd92992aa63b2d3d75ace2ffd722553845abfe
│       ├── e3
│       │   └── ac850747d0d7ed8b7fbf7d93c428164d35dad7
│       ├── ec
│       │   └── 72c259c9e1520c9e897e6bdff0ef9fabb7ac13
│       ├── 37
│       │   └── cd344d0f8d710768cb9e229d37c2806a1ea717
│       ├── 1c
│       │   └── b3fa37dc92392a9d532f8a9d740200d64ea749
│       ├── 9c
│       │   └── 3641b49076838ff7c648e6c8844813d2c9b611
│       ├── e5
│       │   └── f3cfe55e31e1b1643ba5d9626f7b8eea8b4f20
│       ├── 79
│       │   └── 142d54829a7e42c213ed4e037116675ba7145d
│       ├── 08
│       │   └── 74e1576524342af4d03052be11a406d52123ec
│       ├── c8
│       │   └── e611f2c333dbb3aae916cdb6d32946cc4860ae
│       ├── 55
│       │   └── a34adc4fbee09bb4a7fc0e88ea69749b330090
│       ├── 27
│       │   └── cc7988877a577ef8cf05ce3b3f657ffaef4b1c
│       ├── 5d
│       │   └── 2701487f4106704acc04a07e14774e7017ce2d
│       ├── 8e
│       │   └── a945cbd4af2e4a7f15bfe3302b13e20290c163
│       ├── 9a
│       │   └── e04cbf44b8549b0d809463d970eda78420399e
│       ├── 1e
│       │   └── d0e42fa866dc68f4a86290c35561ec013a20c8
│       ├── 7a
│       │   └── 9645b59e3096eaf36e27231e6e33948b4bf55d
│       ├── 80
│       │   ├── 45106745ce7f244c8c98711fa63b503682ef33
│       │   └── a965239cffe5237323c676b254730666b96536
│       ├── 3d
│       │   └── 74b660f0484c10b3508bd1c9ffcd796731fdfc
│       ├── 1a
│       │   └── a8c41512b1c27e8605f867c3e9dd13aa6aeb58
│       ├── b9
│       │   └── 733ef5423aaba3a9833ef266430acf89d99888
│       ├── 09
│       │   └── e17045058b6d0e016ed6b602543c454d7f457f
│       ├── 92
│       │   ├── b5d612f0fa55ea818115f2888f2100af7505d6
│       │   └── 5a8397193fe649e18149cba0a2b8c948add59c
│       ├── ab
│       │   ├── 3bc43670b49a65d315694678bad01e1a87ed69
│       │   └── 446a9de943c5c2a5c3ef8d30b963c5e89be966
│       ├── 26
│       │   └── 41651495691377ce57a738fb148143fa453331
│       ├── 5b
│       │   └── c5e1a3aaca1cca176e6607b2a5365501aa898f
│       ├── 76
│       │   ├── 7be6d416e55f2cb098890c6ea1f4018640b310
│       │   └── 1bb3a90f210f5664dc0dc635cf546a8bbb2f6b
│       ├── f4
│       │   └── 3905c2c388317b4a49e79b5f071d893dd063c4
│       ├── 7e
│       │   └── bfb267a17c5c8b410fb2c5949298bbfb9000ba
│       ├── a7
│       │   └── a7ac0b2acc5cc4fe857f69661b7d4b239a9a1c
│       └── 13
│           └── 473094fdb4365364a01135895168e75ed2807c
├── README.md
└── movies.csv
/home/gitonga/.layer is found. Contents:
├── logs
│   ├── 20211126T113723-session-ed2e7c8a-f090-48e8-9835-99a69f87c8bd.log
│   ├── 20210907T120343-session-e661ad13-f936-43b3-90b6-b79abd076cfe.log
│   ├── 20210902T134124-session-53a9891c-f7a3-401a-be63-e8e64ad1bb98.log
│   ├── 20210906T132852-session-248f49eb-35e9-4364-bc3f-20d21749843e.log
│   ├── 20210907T161757-session-7760696a-4b26-451e-9b9a-c12bb3d6ff84.log
│   ├── 20210906T132950-session-4b448116-1b41-4c7d-89fa-845188af51c2.log
│   ├── 20210902T132257-session-e9f02451-e97a-43cd-96de-1a05742a5e0e.log
│   ├── 20211126T100550-session-a193643c-8060-4acb-a096-56cee34920a4.log
│   ├── 20210906T132445-session-2ec53b11-ae8c-4c93-8514-b37ea765624f.log
│   ├── 20210907T120239-session-dd9dc475-4ae4-43c4-abb3-5d5817f5f90b.log
│   ├── 20210830T150450-session-975d4f90-1212-443c-a209-382f38d76894.log
│   ├── 20210908T165047-session-b3571100-f110-46c8-b579-4c52d9722deb.log
│   ├── 20211126T093040-session-46c44149-1239-4286-94a8-521cb0a412d8.log
│   ├── 20211110T194728-session-258cc8b0-290b-42cd-a7c7-693a4178d704.log
│   ├── 20211117T074127-session-306ed30e-46de-4c1d-80d4-a21d57480a0e.log
│   ├── 20210902T132148-session-a98cd63e-4acc-4433-8d4f-d084af45b559.log
│   ├── 20210823T123652-session-48fd76ea-44e3-47c4-84b7-6df2074c3a3f.log
│   ├── 20211111T123838-session-64a4a5fd-35bc-495a-b49c-c6217ab8b555.log
│   ├── 20211110T215742-session-c481ace7-a942-4f51-8c5b-e71203815f2e.log
│   ├── 20210824T004755-session-64f96888-d099-4e24-9494-3a78f95616ac.log
│   ├── 20211110T214828-session-1a15646f-3392-45f9-9779-0341783d2a35.log
│   ├── 20210906T133016-session-3c91088f-460b-4695-afc0-753e3e832649.log
│   ├── 20210921T192928-session-531dc684-928e-414e-aeae-09a0fda11033.log
│   ├── 20210902T132344-session-df10dc50-7a3c-4a81-9408-54b7a8b5ab5c.log
│   ├── 20211110T214929-session-2912f57b-3e18-4295-9f45-d54854d2e881.log
│   ├── 20211111T123639-session-d8f91df1-de3d-4674-8aad-fe20fdeb2d5f.log
│   ├── 20211111T095649-session-8f39f982-081e-462b-9af9-300368d747e5.log
│   ├── 20210902T132404-session-c9ea0535-2523-4367-9c8c-cb2bd8e986a7.log
│   ├── movie-fail.log
│   ├── fraud-succeed.log
│   ├── 20210908T162424-session-4f4b86f8-9b7f-49ea-87c5-d1514b07d97b.log
│   ├── 20211126T105927-session-aabe7565-e44a-4622-831b-d1342fc4649c.log
│   ├── 20211110T195441-session-33f7356d-0bff-42d3-bcb0-357343b16352.log
│   ├── 20211110T215612-session-27c0b2df-26fb-498b-80a5-272eecf4f9f2.log
│   ├── 20211110T194442-session-fdab17ea-cf6b-4a15-af83-9f3593e3cfca.log
│   ├── 20211110T220326-session-65b2ee9e-e708-47fe-931a-43428b1fe56c.log
│   ├── 20210830T150402-session-31efec5d-7698-432a-9082-d9c10b582db5.log
│   ├── 20211110T214443-session-80f10990-b421-4ead-8cca-c5058ccdd62f.log
│   ├── 20211126T112421-session-327a9e84-3049-421a-8ef0-6528d66802de.log
│   ├── 20210824T001618-session-723a378d-aeb1-4e31-bb56-5248b166bc4b.log
│   ├── 20211110T195417-session-6cb8899d-b7e7-4311-9330-afda97909484.log
│   ├── 20211110T215352-session-ce2862b2-199d-47dd-98e8-3c13daa53a02.log
│   ├── 20211111T124232-session-0092ab6a-4687-4c21-afd4-130386afc847.log
│   ├── 20211117T074311-session-c97e748c-eca3-4f9a-9f12-24b0f3fab3a6.log
│   ├── 20210824T022323-session-ffe66fbd-2c94-4573-91e4-e6d1b374b52c.log
│   ├── 20210908T163111-session-866b8799-5cc8-4ac1-84ff-34becf47e93d.log
│   ├── fail succeed.log
│   ├── 20211113T103028-session-4e8c22c5-8ffc-4f16-bbd9-99f1e54bd795.log
│   ├── 20210907T161845-session-61f49f32-f7b8-4867-89e6-c238cda5a6c3.log
│   ├── 20211110T215526-session-5d6cf6cf-f033-4efb-a87e-332fe4df90f2.log
│   ├── 20211111T100000-session-239b6f9d-ad64-441c-9de9-f19e06f2ccaa.log
│   ├── 20211113T085145-session-4dd3dfbf-404d-4466-80c0-973263ac5c63.log
│   ├── 20211110T195000-session-1991f676-aeea-4aa2-abd7-e1e12ea98fc7.log
│   ├── 20210904T142337-session-ca18f132-5ff7-43f7-a077-ccf908331be4.log
│   ├── 20210823T121342-session-a8739f9f-000a-4435-946e-008525dfa18b.log
│   ├── 20210824T005121-session-8473c1fb-008f-44fb-84e7-f4858171e3e4.log
│   ├── 20210906T132315-session-165ed110-4110-4a83-a940-dbe461c64241.log
│   ├── 20210910T094842-session-5c2158d4-85fa-4c1d-8ff8-528103f71780.log
│   ├── 20210824T005153-session-54603837-25c5-4490-8e7f-b99b92436fea.log
│   ├── 20211126T094506-session-d56e5a4f-dc28-439a-8b54-b8f33ed966a4.log
│   ├── 20210908T172957-session-a30f8c42-fb38-42cf-95e8-c9aafce95583.log
│   ├── 20210824T005242-session-ff5d7f40-e0da-4ae9-b97e-5d619c80a40d.log
│   ├── 20210916T022105-session-b8400aa6-89fa-4420-8729-6ad768122bcc.log
│   ├── 20210908T163149-session-b3944845-d382-478d-989b-35f2938a8610.log
│   ├── 20211111T123955-session-198f9c06-ee4b-4ca2-8415-a3157ecab061.log
│   ├── 20211113T085313-session-7b2a3c27-083a-4ff5-b8cc-b6b187a49501.log
│   ├── 20210906T132013-session-1d0297a5-cdda-4fdd-8e6d-411b348b1c4f.log
│   ├── 20210823T235343-session-776fbb66-3429-42a4-8064-31f853330874.log
│   └── 20211110T195105-session-ce9e27e6-5fed-4df1-85d6-fffc72c02377.log
├── config.json
└── jars
    ├── hadoop-aws-3.2.0.jar
    └── aws-java-sdk-bundle-1.11.375.jar
Installed packages: Babel 2.9.1 Bottleneck 1.3.2 Cython 0.29.24 Flask 1.1.2 GitPython 3.1.14 HeapDict 1.0.1 Jinja2 2.11.3 Keras-Preprocessing 1.1.2 Mako 1.1.4 Markdown 3.3.4 MarkupSafe 2.0.1 Pillow 8.4.0 PyJWT 1.7.1 PyQt5 5.12.3 PyQt5-sip 12.9.0 PyQtWebEngine 5.12.1 PySocks 1.7.1 PyWavelets 1.1.1 PyYAML 5.4.1 Pygments 2.10.0 QDarkStyle 3.0.2 QtAwesome 1.0.2 QtPy 1.10.0 Rtree 0.9.7 SQLAlchemy 1.4.22 SecretStorage 3.3.1 Send2Trash 1.8.0 SoundFile 0.10.3.post1 Sphinx 4.2.0 Werkzeug 2.0.1 XlsxWriter 3.0.1 absl-py 0.12.0 aiobotocore 1.4.1 aiodns 3.0.0 aiodocker 0.21.0 aiohttp 3.7.4.post0 aioitertools 0.8.0 alabaster 0.7.12 alembic 1.4.1 altair 4.1.0 anaconda-client 1.8.0 anaconda-navigator 2.0.3 anaconda-project 0.10.1 anyio 2.2.0 appdirs 1.4.4 argh 0.26.2 argon2-cffi 20.1.0 arrow 1.1.1 asn1crypto 1.4.0 astor 0.8.1 astroid 2.6.6 astropy 4.3.1 astunparse 1.6.3 async-generator 1.10 async-timeout 3.0.1 atomicwrites 1.4.0 attrs 18.2.0 audio2numpy 0.1.2 audioread 2.1.9 autopep8 1.5.5 awscli 1.20.42 backcall 0.2.0 backports.functools-lru-cache 1.6.4 backports.shutil-get-terminal-size 1.0.0 backports.tempfile 1.0 backports.weakref 1.0.post1 base58 2.1.0 beautifulsoup4 4.10.0 binaryornot 0.4.4 bitarray 2.3.0 bkcharts 0.2 black 19.10b0 bleach 4.0.0 blinker 1.4 bokeh 2.3.3 boto 2.49.0 boto3 1.18.45 botocore 1.21.45 brotlipy 0.7.0 cachetools 4.2.2 catboost 0.26 category-encoders 2.2.2 cchardet 2.1.7 certifi 2021.10.8 cffi 1.14.6 chardet 4.0.0 charset-normalizer 2.0.4 chart-studio 1.1.0 click 8.0.3 click-completion 0.5.2 click-didyoumean 0.3.0 click-help-colors 0.9.1 cliff 3.8.0 cloudpickle 2.0.0 clyent 1.2.2 cmaes 0.8.2 cmd2 2.0.1 colorama 0.4.3 colorlog 5.0.1 colour 0.1.5 commonmark 0.9.1 conda 4.10.3 conda-build 3.21.5 conda-content-trust 0+unknown conda-pack 0.6.0 conda-package-handling 1.7.3 conda-repo-cli 1.0.4 conda-token 0.3.0 conda-verify 3.4.2 contextlib2 0.6.0.post1 cookiecutter 1.7.3 cryptography 3.4.8 cycler 0.10.0 cytoolz 0.11.0 daal4py 2021.3.0 dask 2021.9.1 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sphinxcontrib-devhelp 1.0.2 sphinxcontrib-htmlhelp 2.0.0 sphinxcontrib-jsmath 1.0.1 sphinxcontrib-qthelp 1.0.3 sphinxcontrib-serializinghtml 1.1.5 sphinxcontrib-websupport 1.2.4 spinners 0.0.24 spyder 5.1.1 spyder-kernels 2.1.0 sqlparse 0.4.1 statsmodels 0.12.2 stevedore 3.3.0 streamlit 1.0.0 streamlit-analytics 0.2.2 streamlit-metrics 0.1.0 sympy 1.8 tables 3.6.1 tabulate 0.8.9 tblib 1.7.0 tenacity 8.0.1 tensorboard 2.5.0 tensorboard-data-server 0.6.1 tensorboard-plugin-wit 1.8.0 tensorflow 2.5.0 tensorflow-estimator 2.5.0 tensorflow-hub 0.12.0 termcolor 1.1.0 terminado 0.9.4 terminaltables 3.1.0 testpath 0.5.0 text-unidecode 1.3 textdistance 4.2.1 threadpoolctl 2.2.0 three-merge 0.1.1 tifffile 2020.10.1 tinycss2 1.1.0 tokenizers 0.10.3 toml 0.10.2 toolz 0.11.1 tornado 6.1 tqdm 4.62.2 traitlets 5.1.0 transformers 4.9.2 typed-ast 1.4.3 typing-extensions 3.10.0.2 tzlocal 2.1 ujson 4.0.2 unicodecsv 0.14.1 urllib3 1.26.7 validate-email 1.3 validators 0.18.2 visidata 2.5 watchdog 1.0.2 watermark 2.2.0 wcwidth 0.2.5 webencodings 0.5.1 websocket-client 0.57.0 wheel 0.37.0 widgetsnbextension 3.5.1 wordcloud 1.8.1 wrapt 1.12.1 wurlitzer 2.1.1 xgboost 1.4.2 xlrd 2.0.1 xlwt 1.3.0 xmltodict 0.12.0 yapf 0.31.0 yarl 1.6.3 zict 2.0.0 zipp 3.6.0 zope.event 4.5.0 zope.interface 5.4.0

@yuranos I spoke to @mwitiderrick about it and he advised me to use fabric: “f-medium”. That worked and the project built successfully.

It has also deployed successfully!


Thank you for all your help in resolving this.

Eric