mirror of
https://github.com/Steffo99/unimore-bda-6.git
synced 2024-11-22 07:54:19 +00:00
Second commit
This commit is contained in:
parent
8dd77d0e3e
commit
c2e195845e
GPG key ID:
2A24051445686895
12 changed files with 556 additions and 4 deletions
3
.gitignore
vendored
3
.gitignore
vendored
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@ -7,7 +7,8 @@
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||||||
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# Add your own ignores here!
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# Add your own ignores here!
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||||||
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||||||
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data/raw/
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||||||
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data/db/
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||||||
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##################
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##################
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||||||
# Python ignores #
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# Python ignores #
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||||||
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||||||
12
.idea/inspectionProfiles/Project_Default.xml
Normal file
12
.idea/inspectionProfiles/Project_Default.xml
Normal file
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@ -0,0 +1,12 @@
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<component name="InspectionProjectProfileManager">
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<profile version="1.0">
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||||||
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<option name="myName" value="Project Default" />
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||||||
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<inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
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||||||
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<option name="ignoredErrors">
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||||||
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<list>
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||||||
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<option value="N802" />
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||||||
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</list>
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||||||
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</option>
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</inspection_tool>
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</profile>
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</component>
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@ -4,7 +4,7 @@
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<option name="show" value="ASK" />
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<option name="show" value="ASK" />
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<option name="description" value="" />
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<option name="description" value="" />
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</component>
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</component>
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<component name="ProjectRootManager">
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<component name="ProjectRootManager" version="2" languageLevel="JDK_19">
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<output url="file://$PROJECT_DIR$/out" />
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<output url="file://$PROJECT_DIR$/out" />
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</component>
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</component>
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</project>
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</project>
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3
data/scripts/import-db.sh
Executable file
3
data/scripts/import-db.sh
Executable file
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@ -0,0 +1,3 @@
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#!/usr/bin/env bash
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repo=$(git rev-parse --show-toplevel)
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mongoimport --db='reviews' --collection='reviews' --file="$repo/data/raw/reviewsexport.json" --verbose
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3
data/scripts/run-db.sh
Executable file
3
data/scripts/run-db.sh
Executable file
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@ -0,0 +1,3 @@
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#!/usr/bin/env bash
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repo=$(git rev-parse --show-toplevel)
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mongod --dbpath "$repo/data/db"
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372
poetry.lock
generated
Normal file
372
poetry.lock
generated
Normal file
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@ -0,0 +1,372 @@
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# This file is automatically @generated by Poetry and should not be changed by hand.
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[[package]]
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name = "cfig"
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version = "0.3.0"
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description = "A configuration manager for Python"
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category = "main"
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||||||
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optional = false
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||||||
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python-versions = ">=3.10,<4.0"
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files = [
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{file = "cfig-0.3.0-py3-none-any.whl", hash = "sha256:47310ec4e57b4f92b79f7ae223619d318d9bd068ed021cb24eb47d4cf55372b3"},
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{file = "cfig-0.3.0.tar.gz", hash = "sha256:1343e7b5eddbd609a4349826b55498beead0d0e1ae27d53784c30a3749dcbe6b"},
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]
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[package.dependencies]
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click = {version = ">=8.1.2,<9.0.0", optional = true, markers = "extra == \"cli\""}
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colorama = {version = ">=0.4.4,<0.5.0", optional = true, markers = "extra == \"cli\""}
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lazy-object-proxy = ">=1.7.1,<2.0.0"
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[package.extras]
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cli = ["click (>=8.1.2,<9.0.0)", "colorama (>=0.4.4,<0.5.0)"]
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[[package]]
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name = "click"
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version = "8.1.3"
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description = "Composable command line interface toolkit"
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category = "main"
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optional = false
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python-versions = ">=3.7"
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files = [
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{file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
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{file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
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]
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[package.dependencies]
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colorama = {version = "*", markers = "platform_system == \"Windows\""}
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[[package]]
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name = "colorama"
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version = "0.4.6"
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description = "Cross-platform colored terminal text."
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category = "main"
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optional = false
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python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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files = [
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{file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
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{file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
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]
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[[package]]
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name = "dnspython"
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version = "2.3.0"
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description = "DNS toolkit"
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category = "main"
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optional = false
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python-versions = ">=3.7,<4.0"
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files = [
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{file = "dnspython-2.3.0-py3-none-any.whl", hash = "sha256:89141536394f909066cabd112e3e1a37e4e654db00a25308b0f130bc3152eb46"},
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{file = "dnspython-2.3.0.tar.gz", hash = "sha256:224e32b03eb46be70e12ef6d64e0be123a64e621ab4c0822ff6d450d52a540b9"},
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]
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[package.extras]
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curio = ["curio (>=1.2,<2.0)", "sniffio (>=1.1,<2.0)"]
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dnssec = ["cryptography (>=2.6,<40.0)"]
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doh = ["h2 (>=4.1.0)", "httpx (>=0.21.1)", "requests (>=2.23.0,<3.0.0)", "requests-toolbelt (>=0.9.1,<0.11.0)"]
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doq = ["aioquic (>=0.9.20)"]
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idna = ["idna (>=2.1,<4.0)"]
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trio = ["trio (>=0.14,<0.23)"]
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wmi = ["wmi (>=1.5.1,<2.0.0)"]
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[[package]]
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name = "joblib"
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version = "1.2.0"
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description = "Lightweight pipelining with Python functions"
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category = "main"
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optional = false
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python-versions = ">=3.7"
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files = [
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{file = "joblib-1.2.0-py3-none-any.whl", hash = "sha256:091138ed78f800342968c523bdde947e7a305b8594b910a0fea2ab83c3c6d385"},
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{file = "joblib-1.2.0.tar.gz", hash = "sha256:e1cee4a79e4af22881164f218d4311f60074197fb707e082e803b61f6d137018"},
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]
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[[package]]
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name = "lazy-object-proxy"
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version = "1.9.0"
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||||||
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description = "A fast and thorough lazy object proxy."
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||||||
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category = "main"
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||||||
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optional = false
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||||||
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python-versions = ">=3.7"
|
||||||
|
files = [
|
||||||
|
{file = "lazy-object-proxy-1.9.0.tar.gz", hash = "sha256:659fb5809fa4629b8a1ac5106f669cfc7bef26fbb389dda53b3e010d1ac4ebae"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b40387277b0ed2d0602b8293b94d7257e17d1479e257b4de114ea11a8cb7f2d7"},
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||||||
|
{file = "lazy_object_proxy-1.9.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8c6cfb338b133fbdbc5cfaa10fe3c6aeea827db80c978dbd13bc9dd8526b7d4"},
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||||||
|
{file = "lazy_object_proxy-1.9.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:721532711daa7db0d8b779b0bb0318fa87af1c10d7fe5e52ef30f8eff254d0cd"},
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||||||
|
{file = "lazy_object_proxy-1.9.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:66a3de4a3ec06cd8af3f61b8e1ec67614fbb7c995d02fa224813cb7afefee701"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:1aa3de4088c89a1b69f8ec0dcc169aa725b0ff017899ac568fe44ddc1396df46"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp310-cp310-win32.whl", hash = "sha256:f0705c376533ed2a9e5e97aacdbfe04cecd71e0aa84c7c0595d02ef93b6e4455"},
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||||||
|
{file = "lazy_object_proxy-1.9.0-cp310-cp310-win_amd64.whl", hash = "sha256:ea806fd4c37bf7e7ad82537b0757999264d5f70c45468447bb2b91afdbe73a6e"},
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||||||
|
{file = "lazy_object_proxy-1.9.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:946d27deaff6cf8452ed0dba83ba38839a87f4f7a9732e8f9fd4107b21e6ff07"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79a31b086e7e68b24b99b23d57723ef7e2c6d81ed21007b6281ebcd1688acb0a"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f699ac1c768270c9e384e4cbd268d6e67aebcfae6cd623b4d7c3bfde5a35db59"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:bfb38f9ffb53b942f2b5954e0f610f1e721ccebe9cce9025a38c8ccf4a5183a4"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:189bbd5d41ae7a498397287c408617fe5c48633e7755287b21d741f7db2706a9"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp311-cp311-win32.whl", hash = "sha256:81fc4d08b062b535d95c9ea70dbe8a335c45c04029878e62d744bdced5141586"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp311-cp311-win_amd64.whl", hash = "sha256:f2457189d8257dd41ae9b434ba33298aec198e30adf2dcdaaa3a28b9994f6adb"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:d9e25ef10a39e8afe59a5c348a4dbf29b4868ab76269f81ce1674494e2565a6e"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cbf9b082426036e19c6924a9ce90c740a9861e2bdc27a4834fd0a910742ac1e8"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9f5fa4a61ce2438267163891961cfd5e32ec97a2c444e5b842d574251ade27d2"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:8fa02eaab317b1e9e03f69aab1f91e120e7899b392c4fc19807a8278a07a97e8"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:e7c21c95cae3c05c14aafffe2865bbd5e377cfc1348c4f7751d9dc9a48ca4bda"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp37-cp37m-win32.whl", hash = "sha256:f12ad7126ae0c98d601a7ee504c1122bcef553d1d5e0c3bfa77b16b3968d2734"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp37-cp37m-win_amd64.whl", hash = "sha256:edd20c5a55acb67c7ed471fa2b5fb66cb17f61430b7a6b9c3b4a1e40293b1671"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2d0daa332786cf3bb49e10dc6a17a52f6a8f9601b4cf5c295a4f85854d61de63"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9cd077f3d04a58e83d04b20e334f678c2b0ff9879b9375ed107d5d07ff160171"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:660c94ea760b3ce47d1855a30984c78327500493d396eac4dfd8bd82041b22be"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:212774e4dfa851e74d393a2370871e174d7ff0ebc980907723bb67d25c8a7c30"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:f0117049dd1d5635bbff65444496c90e0baa48ea405125c088e93d9cf4525b11"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp38-cp38-win32.whl", hash = "sha256:0a891e4e41b54fd5b8313b96399f8b0e173bbbfc03c7631f01efbe29bb0bcf82"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp38-cp38-win_amd64.whl", hash = "sha256:9990d8e71b9f6488e91ad25f322898c136b008d87bf852ff65391b004da5e17b"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9e7551208b2aded9c1447453ee366f1c4070602b3d932ace044715d89666899b"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f83ac4d83ef0ab017683d715ed356e30dd48a93746309c8f3517e1287523ef4"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7322c3d6f1766d4ef1e51a465f47955f1e8123caee67dd641e67d539a534d006"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:18b78ec83edbbeb69efdc0e9c1cb41a3b1b1ed11ddd8ded602464c3fc6020494"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:09763491ce220c0299688940f8dc2c5d05fd1f45af1e42e636b2e8b2303e4382"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp39-cp39-win32.whl", hash = "sha256:9090d8e53235aa280fc9239a86ae3ea8ac58eff66a705fa6aa2ec4968b95c821"},
|
||||||
|
{file = "lazy_object_proxy-1.9.0-cp39-cp39-win_amd64.whl", hash = "sha256:db1c1722726f47e10e0b5fdbf15ac3b8adb58c091d12b3ab713965795036985f"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
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||||||
|
name = "nltk"
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||||||
|
version = "3.8.1"
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||||||
|
description = "Natural Language Toolkit"
|
||||||
|
category = "main"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
|
||||||
|
{file = "nltk-3.8.1-py3-none-any.whl", hash = "sha256:fd5c9109f976fa86bcadba8f91e47f5e9293bd034474752e92a520f81c93dda5"},
|
||||||
|
{file = "nltk-3.8.1.zip", hash = "sha256:1834da3d0682cba4f2cede2f9aad6b0fafb6461ba451db0efb6f9c39798d64d3"},
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||||||
|
]
|
||||||
|
|
||||||
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[package.dependencies]
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|
click = "*"
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joblib = "*"
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|
regex = ">=2021.8.3"
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tqdm = "*"
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[package.extras]
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||||||
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all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
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corenlp = ["requests"]
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machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
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plot = ["matplotlib"]
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tgrep = ["pyparsing"]
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twitter = ["twython"]
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[[package]]
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||||||
|
name = "pymongo"
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||||||
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version = "4.3.3"
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||||||
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description = "Python driver for MongoDB <http://www.mongodb.org>"
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category = "main"
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||||||
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optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
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||||||
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||||||
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||||||
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||||||
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||||||
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{file = "pymongo-4.3.3-cp38-cp38-manylinux2014_x86_64.whl", hash = "sha256:4ed00f96e147f40b565fe7530d1da0b0f3ab803d5dd5b683834500fa5d195ec4"},
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||||||
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{file = "pymongo-4.3.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ef888f48eb9203ee1e04b9fb27429017b290fb916f1e7826c2f7808c88798394"},
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||||||
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{file = "pymongo-4.3.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:316498b642c00401370b2156b5233b256f9b33799e0a8d9d0b8a7da217a20fca"},
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||||||
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{file = "pymongo-4.3.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fa7e202feb683dad74f00dea066690448d0cfa310f8a277db06ec8eb466601b5"},
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||||||
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{file = "pymongo-4.3.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7c051fe37c96b9878f37fa58906cb53ecd13dcb7341d3a85f1e2e2f6b10782d9"},
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||||||
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||||||
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{file = "pymongo-4.3.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:a9c2885b4a8e6e39db5662d8b02ca6dcec796a45e48c2de12552841f061692ba"},
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||||||
|
{file = "pymongo-4.3.3-cp38-cp38-win32.whl", hash = "sha256:a6cd6f1db75eb07332bd3710f58f5fce4967eadbf751bad653842750a61bda62"},
|
||||||
|
{file = "pymongo-4.3.3-cp38-cp38-win_amd64.whl", hash = "sha256:d5571b6978750601f783cea07fb6b666837010ca57e5cefa389c1d456f6222e2"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:81d1a7303bd02ca1c5be4aacd4db73593f573ba8e0c543c04c6da6275fd7a47e"},
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||||||
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{file = "pymongo-4.3.3-cp39-cp39-manylinux1_i686.whl", hash = "sha256:016c412118e1c23fef3a1eada4f83ae6e8844fd91986b2e066fc1b0013cdd9ae"},
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||||||
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{file = "pymongo-4.3.3-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:8fd6e191b92a10310f5a6cfe10d6f839d79d192fb02480bda325286bd1c7b385"},
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||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:e2961b05f9c04a53da8bfc72f1910b6aec7205fcf3ac9c036d24619979bbee4b"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux2014_i686.whl", hash = "sha256:b38a96b3eed8edc515b38257f03216f382c4389d022a8834667e2bc63c0c0c31"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux2014_ppc64le.whl", hash = "sha256:c1a70c51da9fa95bd75c167edb2eb3f3c4d27bc4ddd29e588f21649d014ec0b7"},
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||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux2014_s390x.whl", hash = "sha256:8a06a0c02f5606330e8f2e2f3b7949877ca7e4024fa2bff5a4506bec66c49ec7"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:6c2216d8b6a6d019c6f4b1ad55f890e5e77eb089309ffc05b6911c09349e7474"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eac0a143ef4f28f49670bf89cb15847eb80b375d55eba401ca2f777cd425f338"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:08fc250b5552ee97ceeae0f52d8b04f360291285fc7437f13daa516ce38fdbc6"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:704d939656e21b073bfcddd7228b29e0e8a93dd27b54240eaafc0b9a631629a6"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1074f1a6f23e28b983c96142f2d45be03ec55d93035b471c26889a7ad2365db3"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7b16250238de8dafca225647608dddc7bbb5dce3dd53b4d8e63c1cc287394c2f"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:7761cacb8745093062695b11574effea69db636c2fd0a9269a1f0183712927b4"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:fd7bb378d82b88387dc10227cfd964f6273eb083e05299e9b97cbe075da12d11"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-win32.whl", hash = "sha256:dc24d245026a72d9b4953729d31813edd4bd4e5c13622d96e27c284942d33f24"},
|
||||||
|
{file = "pymongo-4.3.3-cp39-cp39-win_amd64.whl", hash = "sha256:fc28e8d85d392a06434e9a934908d97e2cf453d69488d2bcd0bfb881497fd975"},
|
||||||
|
{file = "pymongo-4.3.3.tar.gz", hash = "sha256:34e95ffb0a68bffbc3b437f2d1f25fc916fef3df5cdeed0992da5f42fae9b807"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
dnspython = ">=1.16.0,<3.0.0"
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
aws = ["pymongo-auth-aws (<2.0.0)"]
|
||||||
|
encryption = ["pymongo-auth-aws (<2.0.0)", "pymongocrypt (>=1.3.0,<2.0.0)"]
|
||||||
|
gssapi = ["pykerberos"]
|
||||||
|
ocsp = ["certifi", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
|
||||||
|
snappy = ["python-snappy"]
|
||||||
|
zstd = ["zstandard"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "regex"
|
||||||
|
version = "2022.10.31"
|
||||||
|
description = "Alternative regular expression module, to replace re."
|
||||||
|
category = "main"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.6"
|
||||||
|
files = [
|
||||||
|
{file = "regex-2022.10.31-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a8ff454ef0bb061e37df03557afda9d785c905dab15584860f982e88be73015f"},
|
||||||
|
{file = "regex-2022.10.31-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1eba476b1b242620c266edf6325b443a2e22b633217a9835a52d8da2b5c051f9"},
|
||||||
|
{file = "regex-2022.10.31-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d0e5af9a9effb88535a472e19169e09ce750c3d442fb222254a276d77808620b"},
|
||||||
|
{file = "regex-2022.10.31-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d03fe67b2325cb3f09be029fd5da8df9e6974f0cde2c2ac6a79d2634e791dd57"},
|
||||||
|
{file = "regex-2022.10.31-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a9d0b68ac1743964755ae2d89772c7e6fb0118acd4d0b7464eaf3921c6b49dd4"},
|
||||||
|
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||||||
|
{file = "regex-2022.10.31-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8b0886885f7323beea6f552c28bff62cbe0983b9fbb94126531693ea6c5ebb90"},
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||||||
|
{file = "regex-2022.10.31-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:5aefb84a301327ad115e9d346c8e2760009131d9d4b4c6b213648d02e2abe144"},
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||||||
|
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|
||||||
|
{file = "regex-2022.10.31-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:a3c1ebd4ed8e76e886507c9eddb1a891673686c813adf889b864a17fafcf6d66"},
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||||||
|
{file = "regex-2022.10.31-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:50921c140561d3db2ab9f5b11c5184846cde686bb5a9dc64cae442926e86f3af"},
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||||||
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{file = "regex-2022.10.31-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:7db345956ecce0c99b97b042b4ca7326feeec6b75facd8390af73b18e2650ffc"},
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||||||
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{file = "regex-2022.10.31-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:763b64853b0a8f4f9cfb41a76a4a85a9bcda7fdda5cb057016e7706fde928e66"},
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||||||
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{file = "regex-2022.10.31-cp310-cp310-win32.whl", hash = "sha256:44136355e2f5e06bf6b23d337a75386371ba742ffa771440b85bed367c1318d1"},
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||||||
|
{file = "regex-2022.10.31-cp310-cp310-win_amd64.whl", hash = "sha256:bfff48c7bd23c6e2aec6454aaf6edc44444b229e94743b34bdcdda2e35126cf5"},
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||||||
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{file = "regex-2022.10.31-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4b4b1fe58cd102d75ef0552cf17242705ce0759f9695334a56644ad2d83903fe"},
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||||||
|
{file = "regex-2022.10.31-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:542e3e306d1669b25936b64917285cdffcd4f5c6f0247636fec037187bd93542"},
|
||||||
|
{file = "regex-2022.10.31-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c27cc1e4b197092e50ddbf0118c788d9977f3f8f35bfbbd3e76c1846a3443df7"},
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||||||
|
{file = "regex-2022.10.31-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b8e38472739028e5f2c3a4aded0ab7eadc447f0d84f310c7a8bb697ec417229e"},
|
||||||
|
{file = "regex-2022.10.31-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:76c598ca73ec73a2f568e2a72ba46c3b6c8690ad9a07092b18e48ceb936e9f0c"},
|
||||||
|
{file = "regex-2022.10.31-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c28d3309ebd6d6b2cf82969b5179bed5fefe6142c70f354ece94324fa11bf6a1"},
|
||||||
|
{file = "regex-2022.10.31-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9af69f6746120998cd9c355e9c3c6aec7dff70d47247188feb4f829502be8ab4"},
|
||||||
|
{file = "regex-2022.10.31-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:a5f9505efd574d1e5b4a76ac9dd92a12acb2b309551e9aa874c13c11caefbe4f"},
|
||||||
|
{file = "regex-2022.10.31-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:5ff525698de226c0ca743bfa71fc6b378cda2ddcf0d22d7c37b1cc925c9650a5"},
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||||||
|
{file = "regex-2022.10.31-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:4fe7fda2fe7c8890d454f2cbc91d6c01baf206fbc96d89a80241a02985118c0c"},
|
||||||
|
{file = "regex-2022.10.31-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:2cdc55ca07b4e70dda898d2ab7150ecf17c990076d3acd7a5f3b25cb23a69f1c"},
|
||||||
|
{file = "regex-2022.10.31-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:44a6c2f6374e0033873e9ed577a54a3602b4f609867794c1a3ebba65e4c93ee7"},
|
||||||
|
{file = "regex-2022.10.31-cp311-cp311-win32.whl", hash = "sha256:d8716f82502997b3d0895d1c64c3b834181b1eaca28f3f6336a71777e437c2af"},
|
||||||
|
{file = "regex-2022.10.31-cp311-cp311-win_amd64.whl", hash = "sha256:61edbca89aa3f5ef7ecac8c23d975fe7261c12665f1d90a6b1af527bba86ce61"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:0a069c8483466806ab94ea9068c34b200b8bfc66b6762f45a831c4baaa9e8cdd"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d26166acf62f731f50bdd885b04b38828436d74e8e362bfcb8df221d868b5d9b"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ac741bf78b9bb432e2d314439275235f41656e189856b11fb4e774d9f7246d81"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:75f591b2055523fc02a4bbe598aa867df9e953255f0b7f7715d2a36a9c30065c"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b30bddd61d2a3261f025ad0f9ee2586988c6a00c780a2fb0a92cea2aa702c54"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ef4163770525257876f10e8ece1cf25b71468316f61451ded1a6f44273eedeb5"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:7b280948d00bd3973c1998f92e22aa3ecb76682e3a4255f33e1020bd32adf443"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:d0213671691e341f6849bf33cd9fad21f7b1cb88b89e024f33370733fec58742"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-musllinux_1_1_i686.whl", hash = "sha256:22e7ebc231d28393dfdc19b185d97e14a0f178bedd78e85aad660e93b646604e"},
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||||||
|
{file = "regex-2022.10.31-cp36-cp36m-musllinux_1_1_ppc64le.whl", hash = "sha256:8ad241da7fac963d7573cc67a064c57c58766b62a9a20c452ca1f21050868dfa"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-musllinux_1_1_s390x.whl", hash = "sha256:586b36ebda81e6c1a9c5a5d0bfdc236399ba6595e1397842fd4a45648c30f35e"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:0653d012b3bf45f194e5e6a41df9258811ac8fc395579fa82958a8b76286bea4"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-win32.whl", hash = "sha256:144486e029793a733e43b2e37df16a16df4ceb62102636ff3db6033994711066"},
|
||||||
|
{file = "regex-2022.10.31-cp36-cp36m-win_amd64.whl", hash = "sha256:c14b63c9d7bab795d17392c7c1f9aaabbffd4cf4387725a0ac69109fb3b550c6"},
|
||||||
|
{file = "regex-2022.10.31-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:4cac3405d8dda8bc6ed499557625585544dd5cbf32072dcc72b5a176cb1271c8"},
|
||||||
|
{file = "regex-2022.10.31-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:23cbb932cc53a86ebde0fb72e7e645f9a5eec1a5af7aa9ce333e46286caef783"},
|
||||||
|
{file = "regex-2022.10.31-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:74bcab50a13960f2a610cdcd066e25f1fd59e23b69637c92ad470784a51b1347"},
|
||||||
|
{file = "regex-2022.10.31-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:78d680ef3e4d405f36f0d6d1ea54e740366f061645930072d39bca16a10d8c93"},
|
||||||
|
{file = "regex-2022.10.31-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce6910b56b700bea7be82c54ddf2e0ed792a577dfaa4a76b9af07d550af435c6"},
|
||||||
|
{file = "regex-2022.10.31-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:659175b2144d199560d99a8d13b2228b85e6019b6e09e556209dfb8c37b78a11"},
|
||||||
|
{file = "regex-2022.10.31-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:1ddf14031a3882f684b8642cb74eea3af93a2be68893901b2b387c5fd92a03ec"},
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||||||
|
{file = "regex-2022.10.31-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:b683e5fd7f74fb66e89a1ed16076dbab3f8e9f34c18b1979ded614fe10cdc4d9"},
|
||||||
|
{file = "regex-2022.10.31-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:2bde29cc44fa81c0a0c8686992c3080b37c488df167a371500b2a43ce9f026d1"},
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||||||
|
{file = "regex-2022.10.31-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:4919899577ba37f505aaebdf6e7dc812d55e8f097331312db7f1aab18767cce8"},
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||||||
|
{file = "regex-2022.10.31-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:9c94f7cc91ab16b36ba5ce476f1904c91d6c92441f01cd61a8e2729442d6fcf5"},
|
||||||
|
{file = "regex-2022.10.31-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:ae1e96785696b543394a4e3f15f3f225d44f3c55dafe3f206493031419fedf95"},
|
||||||
|
{file = "regex-2022.10.31-cp37-cp37m-win32.whl", hash = "sha256:c670f4773f2f6f1957ff8a3962c7dd12e4be54d05839b216cb7fd70b5a1df394"},
|
||||||
|
{file = "regex-2022.10.31-cp37-cp37m-win_amd64.whl", hash = "sha256:8e0caeff18b96ea90fc0eb6e3bdb2b10ab5b01a95128dfeccb64a7238decf5f0"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:131d4be09bea7ce2577f9623e415cab287a3c8e0624f778c1d955ec7c281bd4d"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:e613a98ead2005c4ce037c7b061f2409a1a4e45099edb0ef3200ee26ed2a69a8"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:052b670fafbe30966bbe5d025e90b2a491f85dfe5b2583a163b5e60a85a321ad"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aa62a07ac93b7cb6b7d0389d8ef57ffc321d78f60c037b19dfa78d6b17c928ee"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5352bea8a8f84b89d45ccc503f390a6be77917932b1c98c4cdc3565137acc714"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:20f61c9944f0be2dc2b75689ba409938c14876c19d02f7585af4460b6a21403e"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:29c04741b9ae13d1e94cf93fca257730b97ce6ea64cfe1eba11cf9ac4e85afb6"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:543883e3496c8b6d58bd036c99486c3c8387c2fc01f7a342b760c1ea3158a318"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:b7a8b43ee64ca8f4befa2bea4083f7c52c92864d8518244bfa6e88c751fa8fff"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:6a9a19bea8495bb419dc5d38c4519567781cd8d571c72efc6aa959473d10221a"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:6ffd55b5aedc6f25fd8d9f905c9376ca44fcf768673ffb9d160dd6f409bfda73"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:4bdd56ee719a8f751cf5a593476a441c4e56c9b64dc1f0f30902858c4ef8771d"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:8ca88da1bd78990b536c4a7765f719803eb4f8f9971cc22d6ca965c10a7f2c4c"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-win32.whl", hash = "sha256:5a260758454580f11dd8743fa98319bb046037dfab4f7828008909d0aa5292bc"},
|
||||||
|
{file = "regex-2022.10.31-cp38-cp38-win_amd64.whl", hash = "sha256:5e6a5567078b3eaed93558842346c9d678e116ab0135e22eb72db8325e90b453"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5217c25229b6a85049416a5c1e6451e9060a1edcf988641e309dbe3ab26d3e49"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4bf41b8b0a80708f7e0384519795e80dcb44d7199a35d52c15cc674d10b3081b"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0cf0da36a212978be2c2e2e2d04bdff46f850108fccc1851332bcae51c8907cc"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d403d781b0e06d2922435ce3b8d2376579f0c217ae491e273bab8d092727d244"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a37d51fa9a00d265cf73f3de3930fa9c41548177ba4f0faf76e61d512c774690"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e4f781ffedd17b0b834c8731b75cce2639d5a8afe961c1e58ee7f1f20b3af185"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d243b36fbf3d73c25e48014961e83c19c9cc92530516ce3c43050ea6276a2ab7"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:370f6e97d02bf2dd20d7468ce4f38e173a124e769762d00beadec3bc2f4b3bc4"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:597f899f4ed42a38df7b0e46714880fb4e19a25c2f66e5c908805466721760f5"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:7dbdce0c534bbf52274b94768b3498abdf675a691fec5f751b6057b3030f34c1"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:22960019a842777a9fa5134c2364efaed5fbf9610ddc5c904bd3a400973b0eb8"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:7f5a3ffc731494f1a57bd91c47dc483a1e10048131ffb52d901bfe2beb6102e8"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:7ef6b5942e6bfc5706301a18a62300c60db9af7f6368042227ccb7eeb22d0892"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-win32.whl", hash = "sha256:395161bbdbd04a8333b9ff9763a05e9ceb4fe210e3c7690f5e68cedd3d65d8e1"},
|
||||||
|
{file = "regex-2022.10.31-cp39-cp39-win_amd64.whl", hash = "sha256:957403a978e10fb3ca42572a23e6f7badff39aa1ce2f4ade68ee452dc6807692"},
|
||||||
|
{file = "regex-2022.10.31.tar.gz", hash = "sha256:a3a98921da9a1bf8457aeee6a551948a83601689e5ecdd736894ea9bbec77e83"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "tqdm"
|
||||||
|
version = "4.64.1"
|
||||||
|
description = "Fast, Extensible Progress Meter"
|
||||||
|
category = "main"
|
||||||
|
optional = false
|
||||||
|
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
|
||||||
|
files = [
|
||||||
|
{file = "tqdm-4.64.1-py2.py3-none-any.whl", hash = "sha256:6fee160d6ffcd1b1c68c65f14c829c22832bc401726335ce92c52d395944a6a1"},
|
||||||
|
{file = "tqdm-4.64.1.tar.gz", hash = "sha256:5f4f682a004951c1b450bc753c710e9280c5746ce6ffedee253ddbcbf54cf1e4"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
colorama = {version = "*", markers = "platform_system == \"Windows\""}
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
dev = ["py-make (>=0.1.0)", "twine", "wheel"]
|
||||||
|
notebook = ["ipywidgets (>=6)"]
|
||||||
|
slack = ["slack-sdk"]
|
||||||
|
telegram = ["requests"]
|
||||||
|
|
||||||
|
[metadata]
|
||||||
|
lock-version = "2.0"
|
||||||
|
python-versions = "^3.10"
|
||||||
|
content-hash = "baf82d3820a17be0b6fcd6b31d1627a6ab198c9c094a2ee0fc2b0caca2659a72"
|
||||||
|
|
@ -132,6 +132,9 @@ classifiers = [
|
||||||
# 3.10.1 → == 3.10.1
|
# 3.10.1 → == 3.10.1
|
||||||
|
|
||||||
python = "^3.10"
|
python = "^3.10"
|
||||||
|
pymongo = "^4.3.3"
|
||||||
|
nltk = "^3.8.1"
|
||||||
|
cfig = {extras = ["cli"], version = "^0.3.0"}
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -2,7 +2,12 @@
|
||||||
<module type="GENERAL_MODULE" version="4">
|
<module type="GENERAL_MODULE" version="4">
|
||||||
<component name="NewModuleRootManager" inherit-compiler-output="true">
|
<component name="NewModuleRootManager" inherit-compiler-output="true">
|
||||||
<exclude-output />
|
<exclude-output />
|
||||||
<content url="file://$MODULE_DIR$" />
|
<content url="file://$MODULE_DIR$">
|
||||||
|
<sourceFolder url="file://$MODULE_DIR$/unimore_bda_6" isTestSource="false" />
|
||||||
|
<excludeFolder url="file://$MODULE_DIR$/data/db" />
|
||||||
|
<excludeFolder url="file://$MODULE_DIR$/data/raw" />
|
||||||
|
</content>
|
||||||
|
<orderEntry type="jdk" jdkName="Poetry (unimore-bda-6)" jdkType="Python SDK" />
|
||||||
<orderEntry type="sourceFolder" forTests="false" />
|
<orderEntry type="sourceFolder" forTests="false" />
|
||||||
</component>
|
</component>
|
||||||
</module>
|
</module>
|
||||||
|
|
@ -1,4 +1,5 @@
|
||||||
# If you are building an **application**, use this file to run code!
|
from .database import create_mongo_client_from_config
|
||||||
|
|
||||||
|
|
||||||
def main():
|
def main():
|
||||||
pass
|
pass
|
||||||
|
|
|
||||||
14
unimore_bda_6/analysis.py
Normal file
14
unimore_bda_6/analysis.py
Normal file
|
|
@ -0,0 +1,14 @@
|
||||||
|
import nltk
|
||||||
|
import nltk.sentiment
|
||||||
|
|
||||||
|
|
||||||
|
def create_sentiment_analysis_model() -> ntlk.sentiment.SentimentAnalyzer:
|
||||||
|
analyzer = nltk.sentiment.SentimentAnalyzer()
|
||||||
|
|
||||||
|
|
||||||
|
def train():
|
||||||
|
...
|
||||||
|
|
||||||
|
|
||||||
|
def test():
|
||||||
|
...
|
||||||
37
unimore_bda_6/config.py
Normal file
37
unimore_bda_6/config.py
Normal file
|
|
@ -0,0 +1,37 @@
|
||||||
|
import cfig
|
||||||
|
|
||||||
|
config = cfig.Configuration()
|
||||||
|
|
||||||
|
|
||||||
|
@config.required()
|
||||||
|
def MONGO_HOST(val: str) -> str:
|
||||||
|
"""
|
||||||
|
The hostname of the MongoDB database to connect to.
|
||||||
|
"""
|
||||||
|
return val
|
||||||
|
|
||||||
|
|
||||||
|
@config.required()
|
||||||
|
def MONGO_PORT(val: str) -> str:
|
||||||
|
"""
|
||||||
|
The port of the MongoDB database to connect to.
|
||||||
|
"""
|
||||||
|
return val
|
||||||
|
|
||||||
|
|
||||||
|
@config.required()
|
||||||
|
def TRAINING_SET_SIZE(val: str) -> int:
|
||||||
|
"""
|
||||||
|
The number of reviews from each category to fetch for the training set.
|
||||||
|
"""
|
||||||
|
try:
|
||||||
|
return int(val)
|
||||||
|
except ValueError:
|
||||||
|
raise cfig.InvalidValueError("Not an int.")
|
||||||
|
|
||||||
|
|
||||||
|
__all__ = (
|
||||||
|
"config",
|
||||||
|
"MONGO_HOST",
|
||||||
|
"MONGO_PORT",
|
||||||
|
)
|
||||||
101
unimore_bda_6/database.py
Normal file
101
unimore_bda_6/database.py
Normal file
|
|
@ -0,0 +1,101 @@
|
||||||
|
import typing as t
|
||||||
|
import pymongo
|
||||||
|
import pymongo.collection
|
||||||
|
import contextlib
|
||||||
|
import bson
|
||||||
|
|
||||||
|
from .config import MONGO_HOST, MONGO_PORT
|
||||||
|
|
||||||
|
|
||||||
|
class Review(t.TypedDict):
|
||||||
|
_id: bson.ObjectId
|
||||||
|
reviewerID: str
|
||||||
|
asin: str
|
||||||
|
reviewerName: str
|
||||||
|
helpful: tuple[int, int]
|
||||||
|
reviewText: str
|
||||||
|
overall: float
|
||||||
|
summary: str
|
||||||
|
unixReviewTime: int
|
||||||
|
reviewTime: str
|
||||||
|
|
||||||
|
|
||||||
|
@contextlib.contextmanager
|
||||||
|
def mongo_client_from_config() -> t.ContextManager[pymongo.MongoClient]:
|
||||||
|
"""
|
||||||
|
Create a new MongoDB client and yield it.
|
||||||
|
"""
|
||||||
|
client = pymongo.MongoClient(
|
||||||
|
host=MONGO_HOST.__resolved__,
|
||||||
|
port=MONGO_PORT.__resolved__,
|
||||||
|
)
|
||||||
|
yield client
|
||||||
|
client.close()
|
||||||
|
|
||||||
|
|
||||||
|
@contextlib.contextmanager
|
||||||
|
def mongo_reviews_collection_from_config() -> pymongo.collection.Collection[Review]:
|
||||||
|
"""
|
||||||
|
Create a new MongoDB client, access the ``reviews`` collection in the ``reviews`` database, and yield it.
|
||||||
|
"""
|
||||||
|
with mongo_client_from_config() as db:
|
||||||
|
yield db.reviews.reviews
|
||||||
|
|
||||||
|
|
||||||
|
def sample_reviews(reviews: pymongo.collection.Collection, amount: int) -> t.Iterable[Review]:
|
||||||
|
"""
|
||||||
|
Get ``amount`` random reviews from the ``reviews`` collection.
|
||||||
|
"""
|
||||||
|
|
||||||
|
return reviews.aggregate([
|
||||||
|
{"$sample": {"size": amount}}
|
||||||
|
])
|
||||||
|
|
||||||
|
|
||||||
|
def sample_reviews_by_rating(reviews: pymongo.collection.Collection, rating: float, amount: int) -> t.Iterable[Review]:
|
||||||
|
"""
|
||||||
|
Get ``amount`` random reviews with ``rating`` stars from the ``reviews`` collection.
|
||||||
|
"""
|
||||||
|
|
||||||
|
return reviews.aggregate([
|
||||||
|
{"$filter": {"overall": rating}},
|
||||||
|
{"$sample": {"size": amount}},
|
||||||
|
])
|
||||||
|
|
||||||
|
|
||||||
|
def sample_reviews_by_rating_polar(reviews: pymongo.collection.Collection, amount: int) -> t.Iterable[Review]:
|
||||||
|
"""
|
||||||
|
Get ``amount`` random reviews with either a 5-star or 1-star rating from the ``reviews`` collection.
|
||||||
|
"""
|
||||||
|
|
||||||
|
return reviews.aggregate([
|
||||||
|
{"$filter": {"overall": {"$or": [1.0, 5.0]}}},
|
||||||
|
{"$sample": {"size": amount}},
|
||||||
|
])
|
||||||
|
|
||||||
|
|
||||||
|
def get_reviews_training_set(reviews: pymongo.collection.Collection, amount: int) -> t.Iterable[Review]:
|
||||||
|
"""
|
||||||
|
Get the subset of reviews that should act as training set.
|
||||||
|
"""
|
||||||
|
|
||||||
|
# Handle odd numbers
|
||||||
|
positive_amount: int = amount // 2
|
||||||
|
negative_amount: int = amount - positive_amount
|
||||||
|
|
||||||
|
# Sample the required reviews
|
||||||
|
positive = sample_reviews_by_rating(reviews, 5.0, positive_amount)
|
||||||
|
negative = sample_reviews_by_rating(reviews, 1.0, negative_amount)
|
||||||
|
|
||||||
|
# Randomness here does not matter, so just merge the lists
|
||||||
|
both = [*positive, *negative]
|
||||||
|
|
||||||
|
return both
|
||||||
|
|
||||||
|
|
||||||
|
def get_reviews_test_set(reviews: pymongo.collection.Collection, amount: int) -> t.Iterable[Review]:
|
||||||
|
"""
|
||||||
|
Get the subset of reviews that should act as test set.
|
||||||
|
"""
|
||||||
|
|
||||||
|
return sample_reviews_by_rating_polar(reviews, amount)
|
||||||
Loading…
Reference in a new issue