优化财报获取

.idea/vcs.xml

@@ -1,5 +1,11 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
+  <component name="CommitMessageInspectionProfile">
+    <profile version="1.0">
+      <inspection_tool class="CommitFormat" enabled="true" level="WARNING" enabled_by_default="true" />
+      <inspection_tool class="CommitNamingConvention" enabled="true" level="WARNING" enabled_by_default="true" />
+    </profile>
+  </component>
   <component name="VcsDirectoryMappings">
     <mapping directory="$PROJECT_DIR$" vcs="Git" />
   </component>

poetry.lock

@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "akracer"
@@ -6,6 +6,8 @@ version = "0.0.13"
 description = "akracer is next version of py_mini_racer"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "platform_system == \"Linux\""
 files = [
     {file = "akracer-0.0.13-py3-none-any.whl", hash = "sha256:55bd04c69e35130994d26795f00183e0c33d4e237f7ebfa35074a760c30209d1"},
     {file = "akracer-0.0.13.tar.gz", hash = "sha256:8ab67dabda34f38604d037f2cac67078d253d8c4c316ffe0d80d27ed03cdbb5e"},
@@ -13,13 +15,14 @@ files = [
 
 [[package]]
 name = "akshare"
-version = "1.15.69"
+version = "1.15.73"
 description = "AKShare is an elegant and simple financial data interface library for Python, built for human beings!"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "akshare-1.15.69-py3-none-any.whl", hash = "sha256:f66aef273868b8033553460ff5723ef24db27a00fec645dc1d48e1344d5f8024"},
+    {file = "akshare-1.15.73-py3-none-any.whl", hash = "sha256:cef9a126ffbb6105a3ce946838d2c6bbf4e23a74a9a5b85dd2b8de6848516aed"},
-    {file = "akshare-1.15.69.tar.gz", hash = "sha256:5f184a837374aa68f65f7fec5e8b113bb3b3cf752c4dde8ea2e576d8f345fc5e"},
+    {file = "akshare-1.15.73.tar.gz", hash = "sha256:43a5593e3f99693f4c270df291941ad8fb9b69f69cfb688608f0277f56bf2ce5"},
 ]
 
 [package.dependencies]
@@ -49,6 +52,7 @@ version = "4.8.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
     {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
@@ -70,6 +74,8 @@ version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "platform_system == \"Darwin\""
 files = [
     {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
     {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
@@ -81,6 +87,7 @@ version = "23.1.0"
 description = "Argon2 for Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
     {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
@@ -101,6 +108,7 @@ version = "21.2.0"
 description = "Low-level CFFI bindings for Argon2"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
     {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"},
@@ -138,6 +146,7 @@ version = "1.3.0"
 description = "Better dates & times for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"},
     {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"},
@@ -157,6 +166,7 @@ version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
     {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
@@ -172,6 +182,7 @@ version = "2.0.4"
 description = "Simple LRU cache for asyncio"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "async-lru-2.0.4.tar.gz", hash = "sha256:b8a59a5df60805ff63220b2a0c5b5393da5521b113cd5465a44eb037d81a5627"},
     {file = "async_lru-2.0.4-py3-none-any.whl", hash = "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"},
@@ -183,6 +194,7 @@ version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
     {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
@@ -202,6 +214,7 @@ version = "2.16.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
     {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
@@ -216,6 +229,7 @@ version = "4.12.3"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.6.0"
+groups = ["main"]
 files = [
     {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
     {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
@@ -237,6 +251,7 @@ version = "6.2.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "bleach-6.2.0-py3-none-any.whl", hash = "sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e"},
     {file = "bleach-6.2.0.tar.gz", hash = "sha256:123e894118b8a599fd80d3ec1a6d4cc7ce4e5882b1317a7e1ba69b56e95f991f"},
@@ -255,6 +270,7 @@ version = "0.0.2"
 description = "Dummy package for Beautiful Soup (beautifulsoup4)"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "bs4-0.0.2-py2.py3-none-any.whl", hash = "sha256:abf8742c0805ef7f662dce4b51cca104cffe52b835238afc169142ab9b3fbccc"},
     {file = "bs4-0.0.2.tar.gz", hash = "sha256:a48685c58f50fe127722417bae83fe6badf500d54b55f7e39ffe43b798653925"},
@@ -269,6 +285,7 @@ version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
     {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
@@ -280,6 +297,7 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
     {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -359,6 +377,7 @@ version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
     {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"},
@@ -460,6 +479,7 @@ version = "1.2.5"
 description = "Python interface to CmdStan"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "cmdstanpy-1.2.5-py3-none-any.whl", hash = "sha256:90ae8781d80efbc62962b91974deb6033ee2f0696324eacde7188d837c36c47c"},
     {file = "cmdstanpy-1.2.5.tar.gz", hash = "sha256:53314e934ac63d894affb36263ac062b1e0e483c368a7b691087726803917b3b"},
@@ -482,6 +502,8 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main"]
+markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
@@ -493,6 +515,7 @@ version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"},
     {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"},
@@ -510,6 +533,7 @@ version = "1.3.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
     {file = "contourpy-1.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a045f341a77b77e1c5de31e74e966537bba9f3c4099b35bf4c2e3939dd54cdab"},
     {file = "contourpy-1.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:500360b77259914f7805af7462e41f9cb7ca92ad38e9f94d6c8641b089338124"},
@@ -583,6 +607,7 @@ version = "0.12.1"
 description = "Composable style cycles"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
     {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
@@ -598,6 +623,7 @@ version = "1.8.11"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "debugpy-1.8.11-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:2b26fefc4e31ff85593d68b9022e35e8925714a10ab4858fb1b577a8a48cb8cd"},
     {file = "debugpy-1.8.11-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:61bc8b3b265e6949855300e84dc93d02d7a3a637f2aec6d382afd4ceb9120c9f"},
@@ -633,6 +659,7 @@ version = "5.1.1"
 description = "Decorators for Humans"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
     {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
@@ -644,6 +671,7 @@ version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
 files = [
     {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"},
     {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
@@ -655,6 +683,7 @@ version = "2.0.0"
 description = "An implementation of lxml.xmlfile for the standard library"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "et_xmlfile-2.0.0-py3-none-any.whl", hash = "sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa"},
     {file = "et_xmlfile-2.0.0.tar.gz", hash = "sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54"},
@@ -666,6 +695,7 @@ version = "2.1.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "executing-2.1.0-py2.py3-none-any.whl", hash = "sha256:8d63781349375b5ebccc3142f4b30350c0cd9c79f921cde38be2be4637e98eaf"},
     {file = "executing-2.1.0.tar.gz", hash = "sha256:8ea27ddd260da8150fa5a708269c4a10e76161e2496ec3e587da9e3c0fe4b9ab"},
@@ -680,6 +710,7 @@ version = "2.21.1"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "fastjsonschema-2.21.1-py3-none-any.whl", hash = "sha256:c9e5b7e908310918cf494a434eeb31384dd84a98b57a30bcb1f535015b554667"},
     {file = "fastjsonschema-2.21.1.tar.gz", hash = "sha256:794d4f0a58f848961ba16af7b9c85a3e88cd360df008c59aac6fc5ae9323b5d4"},
@@ -694,6 +725,7 @@ version = "4.55.3"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "fonttools-4.55.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1dcc07934a2165ccdc3a5a608db56fb3c24b609658a5b340aee4ecf3ba679dc0"},
     {file = "fonttools-4.55.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f7d66c15ba875432a2d2fb419523f5d3d347f91f48f57b8b08a2dfc3c39b8a3f"},
@@ -767,6 +799,7 @@ version = "1.5.1"
 description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers"
 optional = false
 python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4"
+groups = ["main"]
 files = [
     {file = "fqdn-1.5.1-py3-none-any.whl", hash = "sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014"},
     {file = "fqdn-1.5.1.tar.gz", hash = "sha256:105ed3677e767fb5ca086a0c1f4bb66ebc3c100be518f0e0d755d9eae164d89f"},
@@ -778,6 +811,7 @@ version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
@@ -789,6 +823,7 @@ version = "0.64"
 description = "Open World Holidays Framework"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "holidays-0.64-py3-none-any.whl", hash = "sha256:df5bd6efce61f2eafe235bddc847d4a9a3adeff0270711516588aeeef4ba98b7"},
     {file = "holidays-0.64.tar.gz", hash = "sha256:c9ebd1b0391700cadeb4fab88274833ee7f1f355966e0486068ec0816122d26a"},
@@ -803,6 +838,7 @@ version = "1.1"
 description = "HTML parser based on the WHATWG HTML specification"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
 files = [
     {file = "html5lib-1.1-py2.py3-none-any.whl", hash = "sha256:0d78f8fde1c230e99fe37986a60526d7049ed4bf8a9fadbad5f00e22e58e041d"},
     {file = "html5lib-1.1.tar.gz", hash = "sha256:b2e5b40261e20f354d198eae92afc10d750afb487ed5e50f9c4eaf07c184146f"},
@@ -824,6 +860,7 @@ version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
     {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
@@ -845,6 +882,7 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
@@ -869,6 +907,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -883,6 +922,7 @@ version = "6.5.2"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec"},
     {file = "importlib_resources-6.5.2.tar.gz", hash = "sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c"},
@@ -902,6 +942,7 @@ version = "6.29.5"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"},
     {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"},
@@ -935,6 +976,7 @@ version = "8.31.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
     {file = "ipython-8.31.0-py3-none-any.whl", hash = "sha256:46ec58f8d3d076a61d128fe517a51eb730e3aaf0c184ea8c17d16e366660c6a6"},
     {file = "ipython-8.31.0.tar.gz", hash = "sha256:b6a2274606bec6166405ff05e54932ed6e5cfecaca1fc05f2cacde7bb074d70b"},
@@ -971,6 +1013,7 @@ version = "8.1.5"
 description = "Jupyter interactive widgets"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "ipywidgets-8.1.5-py3-none-any.whl", hash = "sha256:3290f526f87ae6e77655555baba4f36681c555b8bdbbff430b70e52c34c86245"},
     {file = "ipywidgets-8.1.5.tar.gz", hash = "sha256:870e43b1a35656a80c18c9503bbf2d16802db1cb487eec6fab27d683381dde17"},
@@ -992,6 +1035,7 @@ version = "20.11.0"
 description = "Operations with ISO 8601 durations"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "isoduration-20.11.0-py3-none-any.whl", hash = "sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042"},
     {file = "isoduration-20.11.0.tar.gz", hash = "sha256:ac2f9015137935279eac671f94f89eb00584f940f5dc49462a0c4ee692ba1bd9"},
@@ -1006,6 +1050,7 @@ version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"},
     {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
@@ -1025,6 +1070,7 @@ version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
     {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
@@ -1042,6 +1088,7 @@ version = "0.10.0"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8.0"
+groups = ["main"]
 files = [
     {file = "json5-0.10.0-py3-none-any.whl", hash = "sha256:19b23410220a7271e8377f81ba8aacba2fdd56947fbb137ee5977cbe1f5e8dfa"},
     {file = "json5-0.10.0.tar.gz", hash = "sha256:e66941c8f0a02026943c52c2eb34ebeb2a6f819a0be05920a6f5243cd30fd559"},
@@ -1056,6 +1103,7 @@ version = "0.82.2"
 description = "An XPath for JSON"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "jsonpath-0.82.2.tar.gz", hash = "sha256:d87ef2bcbcded68ee96bc34c1809b69457ecec9b0c4dd471658a12bd391002d1"},
 ]
@@ -1066,6 +1114,7 @@ version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
@@ -1077,6 +1126,7 @@ version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
     {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
@@ -1106,6 +1156,7 @@ version = "2024.10.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"},
     {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
@@ -1120,6 +1171,7 @@ version = "1.1.1"
 description = "Jupyter metapackage. Install all the Jupyter components in one go."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "jupyter-1.1.1-py2.py3-none-any.whl", hash = "sha256:7a59533c22af65439b24bbe60373a4e95af8f16ac65a6c00820ad378e3f7cc83"},
     {file = "jupyter-1.1.1.tar.gz", hash = "sha256:d55467bceabdea49d7e3624af7e33d59c37fff53ed3a350e1ac957bed731de7a"},
@@ -1139,6 +1191,7 @@ version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"},
     {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"},
@@ -1161,6 +1214,7 @@ version = "6.6.3"
 description = "Jupyter terminal console"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "jupyter_console-6.6.3-py3-none-any.whl", hash = "sha256:309d33409fcc92ffdad25f0bcdf9a4a9daa61b6f341177570fdac03de5352485"},
     {file = "jupyter_console-6.6.3.tar.gz", hash = "sha256:566a4bf31c87adbfadf22cdf846e3069b59a71ed5da71d6ba4d8aaad14a53539"},
@@ -1185,6 +1239,7 @@ version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
     {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
@@ -1205,6 +1260,7 @@ version = "0.11.0"
 description = "Jupyter Event System library"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "jupyter_events-0.11.0-py3-none-any.whl", hash = "sha256:36399b41ce1ca45fe8b8271067d6a140ffa54cec4028e95491c93b78a855cacf"},
     {file = "jupyter_events-0.11.0.tar.gz", hash = "sha256:c0bc56a37aac29c1fbc3bcfbddb8c8c49533f9cf11f1c4e6adadba936574ab90"},
@@ -1230,6 +1286,7 @@ version = "2.2.5"
 description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyter-lsp-2.2.5.tar.gz", hash = "sha256:793147a05ad446f809fd53ef1cd19a9f5256fd0a2d6b7ce943a982cb4f545001"},
     {file = "jupyter_lsp-2.2.5-py3-none-any.whl", hash = "sha256:45fbddbd505f3fbfb0b6cb2f1bc5e15e83ab7c79cd6e89416b248cb3c00c11da"},
@@ -1244,6 +1301,7 @@ version = "2.15.0"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "jupyter_server-2.15.0-py3-none-any.whl", hash = "sha256:872d989becf83517012ee669f09604aa4a28097c0bd90b2f424310156c2cdae3"},
     {file = "jupyter_server-2.15.0.tar.gz", hash = "sha256:9d446b8697b4f7337a1b7cdcac40778babdd93ba614b6d68ab1c0c918f1c4084"},
@@ -1280,6 +1338,7 @@ version = "0.5.3"
 description = "A Jupyter Server Extension Providing Terminals."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyter_server_terminals-0.5.3-py3-none-any.whl", hash = "sha256:41ee0d7dc0ebf2809c668e0fc726dfaf258fcd3e769568996ca731b6194ae9aa"},
     {file = "jupyter_server_terminals-0.5.3.tar.gz", hash = "sha256:5ae0295167220e9ace0edcfdb212afd2b01ee8d179fe6f23c899590e9b8a5269"},
@@ -1299,6 +1358,7 @@ version = "4.3.4"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyterlab-4.3.4-py3-none-any.whl", hash = "sha256:b754c2601c5be6adf87cb5a1d8495d653ffb945f021939f77776acaa94dae952"},
     {file = "jupyterlab-4.3.4.tar.gz", hash = "sha256:f0bb9b09a04766e3423cccc2fc23169aa2ffedcdf8713e9e0fb33cac0b6859d0"},
@@ -1332,6 +1392,7 @@ version = "0.3.0"
 description = "Pygments theme using JupyterLab CSS variables"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyterlab_pygments-0.3.0-py3-none-any.whl", hash = "sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780"},
     {file = "jupyterlab_pygments-0.3.0.tar.gz", hash = "sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d"},
@@ -1343,6 +1404,7 @@ version = "2.27.3"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyterlab_server-2.27.3-py3-none-any.whl", hash = "sha256:e697488f66c3db49df675158a77b3b017520d772c6e1548c7d9bcc5df7944ee4"},
     {file = "jupyterlab_server-2.27.3.tar.gz", hash = "sha256:eb36caca59e74471988f0ae25c77945610b887f777255aa21f8065def9e51ed4"},
@@ -1368,6 +1430,7 @@ version = "3.0.13"
 description = "Jupyter interactive widgets for JupyterLab"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "jupyterlab_widgets-3.0.13-py3-none-any.whl", hash = "sha256:e3cda2c233ce144192f1e29914ad522b2f4c40e77214b0cc97377ca3d323db54"},
     {file = "jupyterlab_widgets-3.0.13.tar.gz", hash = "sha256:a2966d385328c1942b683a8cd96b89b8dd82c8b8f81dda902bb2bc06d46f5bed"},
@@ -1379,6 +1442,7 @@ version = "1.4.8"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
     {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88c6f252f6816a73b1f8c904f7bbe02fd67c09a69f7cb8a0eecdbf5ce78e63db"},
     {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c72941acb7b67138f35b879bbe85be0f6c6a70cab78fe3ef6db9c024d9223e5b"},
@@ -1468,6 +1532,7 @@ version = "5.3.0"
 description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "lxml-5.3.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:dd36439be765e2dde7660212b5275641edbc813e7b24668831a5c8ac91180656"},
     {file = "lxml-5.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ae5fe5c4b525aa82b8076c1a59d642c17b6e8739ecf852522c6321852178119d"},
@@ -1622,6 +1687,7 @@ version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"},
@@ -1692,6 +1758,7 @@ version = "3.10.0"
 description = "Python plotting package"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
     {file = "matplotlib-3.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2c5829a5a1dd5a71f0e31e6e8bb449bc0ee9dbfb05ad28fc0c6b55101b3a4be6"},
     {file = "matplotlib-3.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a2a43cbefe22d653ab34bb55d42384ed30f611bcbdea1f8d7f431011a2e1c62e"},
@@ -1749,6 +1816,7 @@ version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"},
     {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"},
@@ -1763,6 +1831,8 @@ version = "0.12.4"
 description = "Minimal, modern embedded V8 for Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "platform_system != \"Linux\""
 files = [
     {file = "mini_racer-0.12.4-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:bce8a3cee946575a352f5e65335903bc148da42c036d0c738ac67e931600e455"},
     {file = "mini_racer-0.12.4-py3-none-macosx_11_0_arm64.whl", hash = "sha256:56c832e6ac2db6a304d1e8e80030615297aafbc6940f64f3479af4ba16abccd5"},
@@ -1780,6 +1850,7 @@ version = "3.1.0"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "mistune-3.1.0-py3-none-any.whl", hash = "sha256:b05198cf6d671b3deba6c87ec6cf0d4eb7b72c524636eddb6dbf13823b52cee1"},
     {file = "mistune-3.1.0.tar.gz", hash = "sha256:dbcac2f78292b9dc066cd03b7a3a26b62d85f8159f2ea5fd28e55df79908d667"},
@@ -1791,6 +1862,7 @@ version = "0.12.10b0"
 description = "Utilities for the visualization, and visual analysis, of financial data"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "mplfinance-0.12.10b0-py3-none-any.whl", hash = "sha256:76d3b095f05ff35de730751649de063bea4064d0c49b21b6182c82997a7f52bb"},
     {file = "mplfinance-0.12.10b0.tar.gz", hash = "sha256:7da150b5851aa5119ad6e06b55e48338b619bb6773f1b85df5de67a5ffd917bf"},
@@ -1806,6 +1878,7 @@ version = "0.10.2"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
 python-versions = ">=3.9.0"
+groups = ["main"]
 files = [
     {file = "nbclient-0.10.2-py3-none-any.whl", hash = "sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d"},
     {file = "nbclient-0.10.2.tar.gz", hash = "sha256:90b7fc6b810630db87a6d0c2250b1f0ab4cf4d3c27a299b0cde78a4ed3fd9193"},
@@ -1828,6 +1901,7 @@ version = "7.16.5"
 description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "nbconvert-7.16.5-py3-none-any.whl", hash = "sha256:e12eac052d6fd03040af4166c563d76e7aeead2e9aadf5356db552a1784bd547"},
     {file = "nbconvert-7.16.5.tar.gz", hash = "sha256:c83467bb5777fdfaac5ebbb8e864f300b277f68692ecc04d6dab72f2d8442344"},
@@ -1864,6 +1938,7 @@ version = "5.10.4"
 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "nbformat-5.10.4-py3-none-any.whl", hash = "sha256:3b48d6c8fbca4b299bf3982ea7db1af21580e4fec269ad087b9e81588891200b"},
     {file = "nbformat-5.10.4.tar.gz", hash = "sha256:322168b14f937a5d11362988ecac2a4952d3d8e3a2cbeb2319584631226d5b3a"},
@@ -1885,6 +1960,7 @@ version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
     {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"},
@@ -1896,6 +1972,7 @@ version = "7.3.2"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "notebook-7.3.2-py3-none-any.whl", hash = "sha256:e5f85fc59b69d3618d73cf27544418193ff8e8058d5bf61d315ce4f473556288"},
     {file = "notebook-7.3.2.tar.gz", hash = "sha256:705e83a1785f45b383bf3ee13cb76680b92d24f56fb0c7d2136fe1d850cd3ca8"},
@@ -1919,6 +1996,7 @@ version = "0.2.4"
 description = "A shim layer for notebook traits and config"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "notebook_shim-0.2.4-py3-none-any.whl", hash = "sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef"},
     {file = "notebook_shim-0.2.4.tar.gz", hash = "sha256:b4b2cfa1b65d98307ca24361f5b30fe785b53c3fd07b7a47e89acb5e6ac638cb"},
@@ -1936,6 +2014,7 @@ version = "2.2.1"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
     {file = "numpy-2.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5edb4e4caf751c1518e6a26a83501fda79bff41cc59dac48d70e6d65d4ec4440"},
     {file = "numpy-2.2.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:aa3017c40d513ccac9621a2364f939d39e550c542eb2a894b4c8da92b38896ab"},
@@ -2000,6 +2079,7 @@ version = "3.1.5"
 description = "A Python library to read/write Excel 2010 xlsx/xlsm files"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "openpyxl-3.1.5-py2.py3-none-any.whl", hash = "sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2"},
     {file = "openpyxl-3.1.5.tar.gz", hash = "sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050"},
@@ -2014,6 +2094,7 @@ version = "7.7.0"
 description = "A decorator to automatically detect mismatch when overriding a method."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "overrides-7.7.0-py3-none-any.whl", hash = "sha256:c7ed9d062f78b8e4c1a7b70bd8796b35ead4d9f510227ef9c5dc7626c60d7e49"},
     {file = "overrides-7.7.0.tar.gz", hash = "sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a"},
@@ -2025,6 +2106,7 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
@@ -2036,6 +2118,7 @@ version = "2.2.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5"},
     {file = "pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348"},
@@ -2118,6 +2201,7 @@ version = "1.5.1"
 description = "Utilities for writing pandoc filters in python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
 files = [
     {file = "pandocfilters-1.5.1-py2.py3-none-any.whl", hash = "sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc"},
     {file = "pandocfilters-1.5.1.tar.gz", hash = "sha256:002b4a555ee4ebc03f8b66307e287fa492e4a77b4ea14d3f934328297bb4939e"},
@@ -2129,6 +2213,7 @@ version = "0.8.4"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"},
     {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"},
@@ -2144,6 +2229,8 @@ version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""
 files = [
     {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
     {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"},
@@ -2158,6 +2245,7 @@ version = "11.1.0"
 description = "Python Imaging Library (Fork)"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "pillow-11.1.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:e1abe69aca89514737465752b4bcaf8016de61b3be1397a8fc260ba33321b3a8"},
     {file = "pillow-11.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c640e5a06869c75994624551f45e5506e4256562ead981cce820d5ab39ae2192"},
@@ -2246,6 +2334,7 @@ version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
     {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
@@ -2262,6 +2351,7 @@ version = "0.21.1"
 description = "Python client for the Prometheus monitoring system."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "prometheus_client-0.21.1-py3-none-any.whl", hash = "sha256:594b45c410d6f4f8888940fe80b5cc2521b305a1fafe1c58609ef715a001f301"},
     {file = "prometheus_client-0.21.1.tar.gz", hash = "sha256:252505a722ac04b0456be05c05f75f45d760c2911ffc45f2a06bcaed9f3ae3fb"},
@@ -2276,6 +2366,7 @@ version = "3.0.48"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.7.0"
+groups = ["main"]
 files = [
     {file = "prompt_toolkit-3.0.48-py3-none-any.whl", hash = "sha256:f49a827f90062e411f1ce1f854f2aedb3c23353244f8108b89283587397ac10e"},
     {file = "prompt_toolkit-3.0.48.tar.gz", hash = "sha256:d6623ab0477a80df74e646bdbc93621143f5caf104206aa29294d53de1a03d90"},
@@ -2290,6 +2381,7 @@ version = "1.1.6"
 description = "Automatic Forecasting Procedure"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "prophet-1.1.6-py3-none-macosx_10_11_x86_64.whl", hash = "sha256:f4bd565e6ff5f04d74dbf338c99d0aa353e00849c522f6e6663fdaf026bd0b46"},
     {file = "prophet-1.1.6-py3-none-macosx_11_0_arm64.whl", hash = "sha256:29f69a98dbb4b96580decf773034b18639009c13c2f67c59a7e59a6eb2b92b0e"},
@@ -2318,6 +2410,7 @@ version = "6.1.1"
 description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "psutil-6.1.1-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8"},
     {file = "psutil-6.1.1-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777"},
@@ -2348,6 +2441,8 @@ version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "os_name != \"nt\" or sys_platform != \"win32\" and sys_platform != \"emscripten\""
 files = [
     {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
     {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
@@ -2359,6 +2454,7 @@ version = "0.2.3"
 description = "Safely evaluate AST nodes without side effects"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0"},
     {file = "pure_eval-0.2.3.tar.gz", hash = "sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42"},
@@ -2373,6 +2469,8 @@ version = "0.6.0"
 description = "Minimal, modern embedded V8 for Python."
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "platform_system == \"Linux\""
 files = [
     {file = "py_mini_racer-0.6.0-py2.py3-none-macosx_10_10_x86_64.whl", hash = "sha256:346e73bb89a2024888244d487834be24a121089ceb0641dd0200cb96c4e24b57"},
     {file = "py_mini_racer-0.6.0-py2.py3-none-manylinux1_x86_64.whl", hash = "sha256:42896c24968481dd953eeeb11de331f6870917811961c9b26ba09071e07180e2"},
@@ -2386,6 +2484,7 @@ version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -2397,6 +2496,7 @@ version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
     {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
@@ -2411,6 +2511,7 @@ version = "3.2.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "pyparsing-3.2.1-py3-none-any.whl", hash = "sha256:506ff4f4386c4cec0590ec19e6302d3aedb992fdc02c761e90416f158dacf8e1"},
     {file = "pyparsing-3.2.1.tar.gz", hash = "sha256:61980854fd66de3a90028d679a954d5f2623e83144b5afe5ee86f43d762e5f0a"},
@@ -2425,6 +2526,7 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -2439,6 +2541,7 @@ version = "3.2.1"
 description = "JSON Log Formatter for the Python Logging Package"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "python_json_logger-3.2.1-py3-none-any.whl", hash = "sha256:cdc17047eb5374bd311e748b42f99d71223f3b0e186f4206cc5d52aefe85b090"},
     {file = "python_json_logger-3.2.1.tar.gz", hash = "sha256:8eb0554ea17cb75b05d2848bc14fb02fbdbd9d6972120781b974380bfa162008"},
@@ -2453,6 +2556,7 @@ version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
     {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
@@ -2464,6 +2568,8 @@ version = "308"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""
 files = [
     {file = "pywin32-308-cp310-cp310-win32.whl", hash = "sha256:796ff4426437896550d2981b9c2ac0ffd75238ad9ea2d3bfa67a1abd546d262e"},
     {file = "pywin32-308-cp310-cp310-win_amd64.whl", hash = "sha256:4fc888c59b3c0bef905ce7eb7e2106a07712015ea1c8234b703a088d46110e8e"},
@@ -2491,6 +2597,8 @@ version = "2.0.14"
 description = "Pseudo terminal support for Windows from Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "os_name == \"nt\""
 files = [
     {file = "pywinpty-2.0.14-cp310-none-win_amd64.whl", hash = "sha256:0b149c2918c7974f575ba79f5a4aad58bd859a52fa9eb1296cc22aa412aa411f"},
     {file = "pywinpty-2.0.14-cp311-none-win_amd64.whl", hash = "sha256:cf2a43ac7065b3e0dc8510f8c1f13a75fb8fde805efa3b8cff7599a1ef497bc7"},
@@ -2506,6 +2614,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -2568,6 +2677,7 @@ version = "26.2.0"
 description = "Python bindings for 0MQ"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "pyzmq-26.2.0-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:ddf33d97d2f52d89f6e6e7ae66ee35a4d9ca6f36eda89c24591b0c40205a3629"},
     {file = "pyzmq-26.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:dacd995031a01d16eec825bf30802fceb2c3791ef24bcce48fa98ce40918c27b"},
@@ -2689,6 +2799,7 @@ version = "0.35.1"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "referencing-0.35.1-py3-none-any.whl", hash = "sha256:eda6d3234d62814d1c64e305c1331c9a3a6132da475ab6382eaa997b21ee75de"},
     {file = "referencing-0.35.1.tar.gz", hash = "sha256:25b42124a6c8b632a425174f24087783efb348a6f1e0008e63cd4466fedf703c"},
@@ -2704,6 +2815,7 @@ version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
     {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
@@ -2725,6 +2837,7 @@ version = "0.1.4"
 description = "A pure python RFC3339 validator"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
 files = [
     {file = "rfc3339_validator-0.1.4-py2.py3-none-any.whl", hash = "sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa"},
     {file = "rfc3339_validator-0.1.4.tar.gz", hash = "sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b"},
@@ -2739,6 +2852,7 @@ version = "0.1.1"
 description = "Pure python rfc3986 validator"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
 files = [
     {file = "rfc3986_validator-0.1.1-py2.py3-none-any.whl", hash = "sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9"},
     {file = "rfc3986_validator-0.1.1.tar.gz", hash = "sha256:3d44bde7921b3b9ec3ae4e3adca370438eccebc676456449b145d533b240d055"},
@@ -2750,6 +2864,7 @@ version = "0.22.3"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:6c7b99ca52c2c1752b544e310101b98a659b720b21db00e65edca34483259967"},
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:be2eb3f2495ba669d2a985f9b426c1797b7d48d6963899276d22f23e33d47e37"},
@@ -2862,6 +2977,7 @@ version = "1.8.3"
 description = "Send file to trash natively under Mac OS X, Windows and Linux"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "Send2Trash-1.8.3-py3-none-any.whl", hash = "sha256:0c31227e0bd08961c7665474a3d1ef7193929fedda4233843689baa056be46c9"},
     {file = "Send2Trash-1.8.3.tar.gz", hash = "sha256:b18e7a3966d99871aefeb00cfbcfdced55ce4871194810fc71f4aa484b953abf"},
@@ -2878,6 +2994,7 @@ version = "75.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "setuptools-75.8.0-py3-none-any.whl", hash = "sha256:e3982f444617239225d675215d51f6ba05f845d4eec313da4418fdbb56fb27e3"},
     {file = "setuptools-75.8.0.tar.gz", hash = "sha256:c5afc8f407c626b8313a86e10311dd3f661c6cd9c09d4bf8c15c0e11f9f2b0e6"},
@@ -2898,6 +3015,7 @@ version = "3.19.3"
 description = "Simple, fast, extensible JSON encoder/decoder for Python"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.5"
+groups = ["main"]
 files = [
     {file = "simplejson-3.19.3-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:f39caec26007a2d0efab6b8b1d74873ede9351962707afab622cc2285dd26ed0"},
     {file = "simplejson-3.19.3-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:83c87706265ae3028e8460d08b05f30254c569772e859e5ba61fe8af2c883468"},
@@ -3017,6 +3135,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -3028,6 +3147,7 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
@@ -3039,6 +3159,7 @@ version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
     {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
@@ -3050,6 +3171,7 @@ version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
     {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"},
@@ -3069,6 +3191,7 @@ version = "0.5.1"
 description = "Utilities for preparing Stan inputs and processing Stan outputs"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "stanio-0.5.1-py3-none-any.whl", hash = "sha256:99ad590daa5834681245c2b651716ec2e06223853661ada21430c621521c849f"},
     {file = "stanio-0.5.1.tar.gz", hash = "sha256:348d52f947dec431e118f4b601c4c5296929b86401d4d4dd5aa9373b0d4ae4ac"},
@@ -3087,6 +3210,7 @@ version = "0.9.0"
 description = "Pretty-print tabular data"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
     {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
@@ -3101,6 +3225,7 @@ version = "0.18.1"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "terminado-0.18.1-py3-none-any.whl", hash = "sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0"},
     {file = "terminado-0.18.1.tar.gz", hash = "sha256:de09f2c4b85de4765f7714688fff57d3e75bad1f909b589fde880460c753fd2e"},
@@ -3122,6 +3247,7 @@ version = "1.4.0"
 description = "A tiny CSS parser"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "tinycss2-1.4.0-py3-none-any.whl", hash = "sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289"},
     {file = "tinycss2-1.4.0.tar.gz", hash = "sha256:10c0972f6fc0fbee87c3edb76549357415e94548c1ae10ebccdea16fb404a9b7"},
@@ -3140,6 +3266,7 @@ version = "6.4.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e828cce1123e9e44ae2a50a9de3055497ab1d0aeb440c5ac23064d9e44880da1"},
     {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:072ce12ada169c5b00b7d92a99ba089447ccc993ea2143c9ede887e0937aa803"},
@@ -3160,6 +3287,7 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -3181,6 +3309,7 @@ version = "5.14.3"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
     {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
@@ -3196,6 +3325,7 @@ version = "1.4.16"
 description = "A utility for crawling historical and Real-time Quotes data of China stocks"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "tushare-1.4.16-py3-none-any.whl", hash = "sha256:43ae9bd0a356b8eb16a781b096c4ba849eb6ff7854c9fce8aadc01e0a487e196"},
     {file = "tushare-1.4.16.tar.gz", hash = "sha256:20b6b9a1841bf730da3c27e68aa08a4fe4c4636a7fe6308903b46c9622d4467c"},
@@ -3216,6 +3346,7 @@ version = "2.9.0.20241206"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "types_python_dateutil-2.9.0.20241206-py3-none-any.whl", hash = "sha256:e248a4bc70a486d3e3ec84d0dc30eec3a5f979d6e7ee4123ae043eedbb987f53"},
     {file = "types_python_dateutil-2.9.0.20241206.tar.gz", hash = "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb"},
@@ -3227,6 +3358,8 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.13\""
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
@@ -3238,6 +3371,7 @@ version = "2024.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
+groups = ["main"]
 files = [
     {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
     {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
@@ -3249,6 +3383,7 @@ version = "1.3.0"
 description = "RFC 6570 URI Template Processor"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"},
     {file = "uri_template-1.3.0-py3-none-any.whl", hash = "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"},
@@ -3263,6 +3398,7 @@ version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
     {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
@@ -3280,6 +3416,7 @@ version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
     {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
@@ -3291,6 +3428,7 @@ version = "24.11.1"
 description = "A library for working with the color formats defined by HTML and CSS."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "webcolors-24.11.1-py3-none-any.whl", hash = "sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9"},
     {file = "webcolors-24.11.1.tar.gz", hash = "sha256:ecb3d768f32202af770477b8b65f318fa4f566c22948673a977b00d589dd80f6"},
@@ -3302,6 +3440,7 @@ version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
@@ -3313,6 +3452,7 @@ version = "1.8.0"
 description = "WebSocket client for Python with low level API options"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"},
     {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"},
@@ -3329,6 +3469,7 @@ version = "4.0.13"
 description = "Jupyter interactive widgets for Jupyter Notebook"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "widgetsnbextension-4.0.13-py3-none-any.whl", hash = "sha256:74b2692e8500525cc38c2b877236ba51d34541e6385eeed5aec15a70f88a6c71"},
     {file = "widgetsnbextension-4.0.13.tar.gz", hash = "sha256:ffcb67bc9febd10234a362795f643927f4e0c05d9342c727b65d2384f8feacb6"},
@@ -3340,6 +3481,7 @@ version = "2.0.1"
 description = "Library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+groups = ["main"]
 files = [
     {file = "xlrd-2.0.1-py2.py3-none-any.whl", hash = "sha256:6a33ee89877bd9abc1158129f6e94be74e2679636b8a205b43b85206c3f0bbdd"},
     {file = "xlrd-2.0.1.tar.gz", hash = "sha256:f72f148f54442c6b056bf931dbc34f986fd0c3b0b6b5a58d013c9aef274d0c88"},
@@ -3351,6 +3493,6 @@ docs = ["sphinx"]
 test = ["pytest", "pytest-cov"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = "^3.12"
 content-hash = "9fbcdd3a9fba083ae2a2138f3b82492b3559f8dcd3a7fde8ab521f36387327af"

财报筛选/loader.py

@@ -0,0 +1,22 @@
+import pandas as pd
+
+finance_root = "C:\\Users\\lanyuanxiaoyao\\Documents\\Tushare"
+
+
+def load_balance_sheet():
+    return pd.read_csv(f"{finance_root}\\财务报表\\资产负债表1990-2024.csv")
+
+
+def load_income():
+    return pd.read_csv(f"{finance_root}\\财务报表\\利润表1990-2024.csv")
+
+
+def load_cashflow():
+    return pd.read_csv(f"{finance_root}\\财务报表\\现金流量表1990-2024.csv")
+
+
+def load_finance():
+    finance_df = load_balance_sheet()
+    finance_df = pd.merge(finance_df, load_income(), on=["ts_code", "end_date"])
+    finance_df = pd.merge(finance_df, load_cashflow(), on=["ts_code", "end_date"])
+    return finance_df

财报筛选/金字塔选股.ipynb

@@ -6,8 +6,8 @@
    "metadata": {
     "collapsed": true,
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:10:01.926908Z",
+     "end_time": "2025-01-14T14:10:53.801418Z",
-     "start_time": "2025-01-13T03:10:01.923521Z"
+     "start_time": "2025-01-14T14:10:53.532671Z"
     }
    },
    "source": [
@@ -17,21 +17,23 @@
     "ts_pro = ts.pro_api(token=\"64ebff4fa679167600b905ee45dd88e76f3963c0ff39157f3f085f0e\")"
    ],
    "outputs": [],
-   "execution_count": 182
+   "execution_count": 2
   },
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:10:03.759538Z",
+     "end_time": "2025-01-14T14:10:56.411909Z",
-     "start_time": "2025-01-13T03:10:02.003985Z"
+     "start_time": "2025-01-14T14:10:55.020264Z"
     }
    },
    "cell_type": "code",
    "source": [
+    "import loader as loader\n",
+    "\n",
     "# 加载股票信息\n",
     "stock_df = pd.read_csv(\"../材料/股票基础信息.csv\")\n",
     "# 加载财报信息\n",
-    "source_finance_df = pd.read_csv(\"../temp/finance.csv\")\n",
+    "source_finance_df = loader.load_finance()\n",
     "finance_df = pd.DataFrame()\n",
     "finance_df[[\n",
     "    \"code\",\n",
@@ -74,13 +76,13 @@
    ],
    "id": "68b2debc14502fd5",
    "outputs": [],
-   "execution_count": 183
+   "execution_count": 3
   },
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:10:03.773392Z",
+     "end_time": "2025-01-14T14:22:17.070395Z",
-     "start_time": "2025-01-13T03:10:03.761918Z"
+     "start_time": "2025-01-14T14:22:17.053180Z"
     }
    },
    "cell_type": "code",
@@ -91,16 +93,25 @@
      "data": {
       "text/plain": [
        "       year    net_income\n",
-       "2979   2014  1.138340e+08\n",
+       "1808   2005  3.467468e+06\n",
-       "7615   2015  1.936414e+08\n",
+       "3228   2006  1.212677e+06\n",
-       "12121  2016  1.328421e+08\n",
+       "4784   2007  1.015147e+07\n",
-       "16405  2017  2.266875e+08\n",
+       "8425   2008  1.466373e+07\n",
-       "21964  2018  3.592014e+08\n",
+       "9811   2009  2.172666e+07\n",
-       "25657  2019  5.077704e+08\n",
+       "12426  2010  4.982651e+07\n",
-       "29113  2020  5.449616e+08\n",
+       "17669  2011  7.169039e+07\n",
-       "36313  2021  7.861501e+08\n",
+       "19876  2012  9.554584e+07\n",
-       "40855  2022  6.156781e+08\n",
+       "25082  2013  1.024329e+08\n",
-       "45977  2023  5.784234e+08"
+       "28480  2014  1.138340e+08\n",
+       "33116  2015  1.936414e+08\n",
+       "37622  2016  1.328421e+08\n",
+       "41906  2017  2.266875e+08\n",
+       "47465  2018  3.592014e+08\n",
+       "51158  2019  5.077704e+08\n",
+       "54614  2020  5.449616e+08\n",
+       "61814  2021  7.861501e+08\n",
+       "66356  2022  6.156781e+08\n",
+       "71478  2023  5.784234e+08"
       ],
       "text/html": [
        "<div>\n",
@@ -127,52 +138,97 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>2979</th>\n",
+       "      <th>1808</th>\n",
+       "      <td>2005</td>\n",
+       "      <td>3.467468e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3228</th>\n",
+       "      <td>2006</td>\n",
+       "      <td>1.212677e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4784</th>\n",
+       "      <td>2007</td>\n",
+       "      <td>1.015147e+07</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8425</th>\n",
+       "      <td>2008</td>\n",
+       "      <td>1.466373e+07</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9811</th>\n",
+       "      <td>2009</td>\n",
+       "      <td>2.172666e+07</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12426</th>\n",
+       "      <td>2010</td>\n",
+       "      <td>4.982651e+07</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17669</th>\n",
+       "      <td>2011</td>\n",
+       "      <td>7.169039e+07</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19876</th>\n",
+       "      <td>2012</td>\n",
+       "      <td>9.554584e+07</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1.024329e+08</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28480</th>\n",
        "      <td>2014</td>\n",
        "      <td>1.138340e+08</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>7615</th>\n",
+       "      <th>33116</th>\n",
        "      <td>2015</td>\n",
        "      <td>1.936414e+08</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>12121</th>\n",
+       "      <th>37622</th>\n",
        "      <td>2016</td>\n",
        "      <td>1.328421e+08</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>16405</th>\n",
+       "      <th>41906</th>\n",
        "      <td>2017</td>\n",
        "      <td>2.266875e+08</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>21964</th>\n",
+       "      <th>47465</th>\n",
        "      <td>2018</td>\n",
        "      <td>3.592014e+08</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>25657</th>\n",
+       "      <th>51158</th>\n",
        "      <td>2019</td>\n",
        "      <td>5.077704e+08</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>29113</th>\n",
+       "      <th>54614</th>\n",
        "      <td>2020</td>\n",
        "      <td>5.449616e+08</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>36313</th>\n",
+       "      <th>61814</th>\n",
        "      <td>2021</td>\n",
        "      <td>7.861501e+08</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>40855</th>\n",
+       "      <th>66356</th>\n",
        "      <td>2022</td>\n",
        "      <td>6.156781e+08</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>45977</th>\n",
+       "      <th>71478</th>\n",
        "      <td>2023</td>\n",
        "      <td>5.784234e+08</td>\n",
        "    </tr>\n",
@@ -181,12 +237,12 @@
        "</div>"
       ]
      },
-     "execution_count": 184,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
-   "execution_count": 184
+   "execution_count": 4
   },
   {
    "metadata": {},
@@ -197,8 +253,8 @@
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:10:03.784454Z",
+     "end_time": "2025-01-14T14:22:57.782337Z",
-     "start_time": "2025-01-13T03:10:03.774686Z"
+     "start_time": "2025-01-14T14:22:57.774714Z"
     }
    },
    "cell_type": "code",
@@ -213,13 +269,13 @@
    ],
    "id": "4293bd93ea8f9ed",
    "outputs": [],
-   "execution_count": 185
+   "execution_count": 5
   },
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:10:03.789557Z",
+     "end_time": "2025-01-14T14:22:59.917536Z",
-     "start_time": "2025-01-13T03:10:03.786826Z"
+     "start_time": "2025-01-14T14:22:59.914056Z"
     }
    },
    "cell_type": "code",
@@ -231,7 +287,7 @@
    ],
    "id": "fa22f7c620511f0a",
    "outputs": [],
-   "execution_count": 186
+   "execution_count": 6
   },
   {
    "metadata": {},
@@ -253,8 +309,8 @@
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:10:23.578470Z",
+     "end_time": "2025-01-14T14:23:11.032339Z",
-     "start_time": "2025-01-13T03:10:03.791003Z"
+     "start_time": "2025-01-14T14:23:02.481495Z"
     }
    },
    "cell_type": "code",
@@ -292,7 +348,7 @@
    ],
    "id": "f050d33c4a0cd720",
    "outputs": [],
-   "execution_count": 187
+   "execution_count": 7
   },
   {
    "metadata": {},
@@ -309,8 +365,8 @@
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:10:42.654737Z",
+     "end_time": "2025-01-14T14:23:20.494927Z",
-     "start_time": "2025-01-13T03:10:23.580200Z"
+     "start_time": "2025-01-14T14:23:12.064079Z"
     }
    },
    "cell_type": "code",
@@ -341,7 +397,7 @@
    ],
    "id": "25d1d5c0f7de460c",
    "outputs": [],
-   "execution_count": 188
+   "execution_count": 8
   },
   {
    "metadata": {},
@@ -357,8 +413,8 @@
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:10:58.085277Z",
+     "end_time": "2025-01-14T14:23:29.214393Z",
-     "start_time": "2025-01-13T03:10:42.657424Z"
+     "start_time": "2025-01-14T14:23:22.256675Z"
     }
    },
    "cell_type": "code",
@@ -379,7 +435,7 @@
    ],
    "id": "2f19c7fbb0afaa49",
    "outputs": [],
-   "execution_count": 189
+   "execution_count": 9
   },
   {
    "metadata": {},
@@ -395,8 +451,8 @@
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:11:20.221255Z",
+     "end_time": "2025-01-14T14:23:39.246944Z",
-     "start_time": "2025-01-13T03:10:58.087417Z"
+     "start_time": "2025-01-14T14:23:30.739476Z"
     }
    },
    "cell_type": "code",
@@ -435,7 +491,7 @@
    ],
    "id": "31be2cb671b7adde",
    "outputs": [],
-   "execution_count": 190
+   "execution_count": 10
   },
   {
    "metadata": {},
@@ -459,8 +515,8 @@
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:11:39.666059Z",
+     "end_time": "2025-01-14T14:23:47.733800Z",
-     "start_time": "2025-01-13T03:11:20.222910Z"
+     "start_time": "2025-01-14T14:23:40.102117Z"
     }
    },
    "cell_type": "code",
@@ -503,7 +559,7 @@
    ],
    "id": "ab6ff79c2650db7c",
    "outputs": [],
-   "execution_count": 191
+   "execution_count": 11
   },
   {
    "metadata": {},
@@ -518,8 +574,8 @@
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:11:57.137395Z",
+     "end_time": "2025-01-14T14:23:57.280972Z",
-     "start_time": "2025-01-13T03:11:39.669792Z"
+     "start_time": "2025-01-14T14:23:49.457909Z"
     }
    },
    "cell_type": "code",
@@ -544,7 +600,7 @@
    ],
    "id": "8e58e0114851ebcb",
    "outputs": [],
-   "execution_count": 192
+   "execution_count": 12
   },
   {
    "metadata": {},
@@ -561,8 +617,8 @@
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:12:16.127651Z",
+     "end_time": "2025-01-14T14:24:05.675449Z",
-     "start_time": "2025-01-13T03:11:57.138994Z"
+     "start_time": "2025-01-14T14:23:58.156821Z"
     }
    },
    "cell_type": "code",
@@ -595,7 +651,7 @@
    ],
    "id": "d07048f574e163ab",
    "outputs": [],
-   "execution_count": 193
+   "execution_count": 13
   },
   {
    "metadata": {},
@@ -613,8 +669,8 @@
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:12:31.905761Z",
+     "end_time": "2025-01-14T14:24:13.783225Z",
-     "start_time": "2025-01-13T03:12:16.129100Z"
+     "start_time": "2025-01-14T14:24:06.605156Z"
     }
    },
    "cell_type": "code",
@@ -652,13 +708,13 @@
    ],
    "id": "4ab6a7b485dc9349",
    "outputs": [],
-   "execution_count": 194
+   "execution_count": 14
   },
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:12:46.733835Z",
+     "end_time": "2025-01-14T14:24:21.962980Z",
-     "start_time": "2025-01-13T03:12:31.907382Z"
+     "start_time": "2025-01-14T14:24:14.785970Z"
     }
    },
    "cell_type": "code",
@@ -696,13 +752,13 @@
    ],
    "id": "d6644089e803a79d",
    "outputs": [],
-   "execution_count": 195
+   "execution_count": 15
   },
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-01-13T03:12:46.753922Z",
+     "end_time": "2025-01-14T14:24:24.969522Z",
-     "start_time": "2025-01-13T03:12:46.734835Z"
+     "start_time": "2025-01-14T14:24:24.957769Z"
     }
    },
    "cell_type": "code",
@@ -723,54 +779,54 @@
        "           code  name  score  roe_score  roa_score  net_income  \\\n",
        "2393  600519.SH  贵州茅台    950        500        100         100   \n",
        "323   000858.SZ   五粮液    910        450        100         100   \n",
-       "144   000568.SZ  泸州老窖    850        450        100           0   \n",
        "3238  603688.SH  石英股份    850        500        100           0   \n",
+       "144   000568.SZ  泸州老窖    850        450        100           0   \n",
        "2336  600438.SH  通威股份    840        450         80         100   \n",
        "...         ...   ...    ...        ...        ...         ...   \n",
-       "827   002425.SZ  ST凯文   -100          0          0           0   \n",
+       "1703  300436.SZ   广生堂   -100          0          0           0   \n",
-       "1485  300200.SZ  高盟新材   -100          0          0           0   \n",
+       "2441  600579.SH   克劳斯   -100          0          0           0   \n",
-       "1619  300345.SZ  华民股份   -130          0          0           0   \n",
-       "1488  300204.SZ   舒泰神   -130          0          0           0   \n",
        "1054  002672.SZ  东江环保   -130          0          0           0   \n",
+       "1488  300204.SZ   舒泰神   -130          0          0           0   \n",
+       "1619  300345.SZ  华民股份   -130          0          0           0   \n",
        "\n",
        "      assets_turnover_and_cash  collection_cash_period_and_sales_period  \\\n",
        "2393                        50                                       20   \n",
        "323                         50                                       20   \n",
-       "144                         50                                       20   \n",
        "3238                        50                                        0   \n",
+       "144                         50                                       20   \n",
        "2336                        50                                       50   \n",
        "...                        ...                                      ...   \n",
-       "827                          0                                        0   \n",
+       "1703                         0                                        0   \n",
-       "1485                         0                                        0   \n",
+       "2441                         0                                        0   \n",
-       "1619                         0                                        0   \n",
-       "1488                         0                                        0   \n",
        "1054                         0                                        0   \n",
+       "1488                         0                                        0   \n",
+       "1619                         0                                        0   \n",
        "\n",
        "      gross_profit_ratio_volatility  operating_safety_margin  \\\n",
        "2393                             50                        0   \n",
        "323                              50                        0   \n",
-       "144                              50                        0   \n",
        "3238                             50                        0   \n",
+       "144                              50                        0   \n",
        "2336                             50                        0   \n",
        "...                             ...                      ...   \n",
-       "827                              50                        0   \n",
+       "1703                             50                        0   \n",
-       "1485                             50                        0   \n",
+       "2441                             50                        0   \n",
-       "1619                             50                        0   \n",
-       "1488                             50                        0   \n",
        "1054                             50                        0   \n",
+       "1488                             50                        0   \n",
+       "1619                             50                        0   \n",
        "\n",
        "      net_income_ascending  operating_net_cash_flow_ascending  \n",
        "2393                    90                                 40  \n",
        "323                     90                                 50  \n",
-       "144                     90                                 90  \n",
        "3238                    90                                 60  \n",
+       "144                     90                                 90  \n",
        "2336                    30                                 30  \n",
        "...                    ...                                ...  \n",
-       "827                    -90                                -60  \n",
+       "1703                   -60                                -90  \n",
-       "1485                   -60                                -90  \n",
+       "2441                   -90                                -60  \n",
-       "1619                   -90                                -90  \n",
-       "1488                   -90                                -90  \n",
        "1054                   -90                                -90  \n",
+       "1488                   -90                                -90  \n",
+       "1619                   -90                                -90  \n",
        "\n",
        "[3384 rows x 12 columns]"
       ],
@@ -839,21 +895,6 @@
        "      <td>50</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>144</th>\n",
-       "      <td>000568.SZ</td>\n",
-       "      <td>泸州老窖</td>\n",
-       "      <td>850</td>\n",
-       "      <td>450</td>\n",
-       "      <td>100</td>\n",
-       "      <td>0</td>\n",
-       "      <td>50</td>\n",
-       "      <td>20</td>\n",
-       "      <td>50</td>\n",
-       "      <td>0</td>\n",
-       "      <td>90</td>\n",
-       "      <td>90</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
        "      <th>3238</th>\n",
        "      <td>603688.SH</td>\n",
        "      <td>石英股份</td>\n",
@@ -869,6 +910,21 @@
        "      <td>60</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>144</th>\n",
+       "      <td>000568.SZ</td>\n",
+       "      <td>泸州老窖</td>\n",
+       "      <td>850</td>\n",
+       "      <td>450</td>\n",
+       "      <td>100</td>\n",
+       "      <td>0</td>\n",
+       "      <td>50</td>\n",
+       "      <td>20</td>\n",
+       "      <td>50</td>\n",
+       "      <td>0</td>\n",
+       "      <td>90</td>\n",
+       "      <td>90</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>2336</th>\n",
        "      <td>600438.SH</td>\n",
        "      <td>通威股份</td>\n",
@@ -899,24 +955,9 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>827</th>\n",
+       "      <th>1703</th>\n",
-       "      <td>002425.SZ</td>\n",
+       "      <td>300436.SZ</td>\n",
-       "      <td>ST凯文</td>\n",
+       "      <td>广生堂</td>\n",
-       "      <td>-100</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>50</td>\n",
-       "      <td>0</td>\n",
-       "      <td>-90</td>\n",
-       "      <td>-60</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1485</th>\n",
-       "      <td>300200.SZ</td>\n",
-       "      <td>高盟新材</td>\n",
        "      <td>-100</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -929,9 +970,24 @@
        "      <td>-90</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1619</th>\n",
+       "      <th>2441</th>\n",
-       "      <td>300345.SZ</td>\n",
+       "      <td>600579.SH</td>\n",
-       "      <td>华民股份</td>\n",
+       "      <td>克劳斯</td>\n",
+       "      <td>-100</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>50</td>\n",
+       "      <td>0</td>\n",
+       "      <td>-90</td>\n",
+       "      <td>-60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1054</th>\n",
+       "      <td>002672.SZ</td>\n",
+       "      <td>东江环保</td>\n",
        "      <td>-130</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -959,9 +1015,9 @@
        "      <td>-90</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1054</th>\n",
+       "      <th>1619</th>\n",
-       "      <td>002672.SZ</td>\n",
+       "      <td>300345.SZ</td>\n",
-       "      <td>东江环保</td>\n",
+       "      <td>华民股份</td>\n",
        "      <td>-130</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -979,12 +1035,47 @@
        "</div>"
       ]
      },
-     "execution_count": 196,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
-   "execution_count": 196
+   "execution_count": 16
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-01-14T14:25:22.482926Z",
+     "start_time": "2025-01-14T14:25:22.476830Z"
+    }
+   },
+   "cell_type": "code",
+   "source": "df[:100][\"code\"]",
+   "id": "32b5b4778985afaa",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "2393    600519.SH\n",
+       "323     000858.SZ\n",
+       "3238    603688.SH\n",
+       "144     000568.SZ\n",
+       "2336    600438.SH\n",
+       "          ...    \n",
+       "3318    603871.SH\n",
+       "2542    600702.SH\n",
+       "1166    002801.SZ\n",
+       "1227    002867.SZ\n",
+       "1754    300487.SZ\n",
+       "Name: code, Length: 100, dtype: object"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 17
   },
   {
    "metadata": {