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Analysts, Data Scientists & Business Users to collaborate better, analyze faster and translate their data into business KPIs. \n", "\n", - "This notebook is an extension of [main.ipynb](main.ipynb), demonstrating how users could customize the data type of each column. This is useful particularly for columns storing an array list. We will also the atoti session and its attributes in this notebook after the BI application is created (with reference to the [VaR dataset](https://s3.eu-west-3.amazonaws.com/data.atoti.io/notebooks/auto-cube/var_dataset.csv)). \n", + "This notebook is an extension of [main.ipynb](main.ipynb), demonstrating how users could customize the data type of each column. This is useful particularly for columns storing an array list. We will also the atoti session and its attributes in this notebook after the BI application is created (with reference to the [VaR dataset](https://s3.eu-west-3.amazonaws.com/data.atoti.io/notebooks/auto-cube/var_dataset.csv)). \n", "\n", "\n", "\n", @@ -34,7 +34,24 @@ "execution_count": 1, "id": "c9a014b6-e1ff-4d7f-a5d7-0cc4429de899", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Welcome to atoti 0.7.0!\n", + "\n", + "By using this community edition, you agree with the license available at https://docs.atoti.io/latest/eula.html.\n", + "Browse the official documentation at https://docs.atoti.io.\n", + "Join the community at https://www.atoti.io/register.\n", + "\n", + "atoti collects telemetry data, which is used to help understand how to improve the product.\n", + "If you don't wish to send usage data, set the ATOTI_DISABLE_TELEMETRY environment variable to True.\n", + "\n", + "You can hide this message by setting the ATOTI_HIDE_EULA_MESSAGE environment variable to True.\n" + ] + } + ], "source": [ "import functools\n", "import io\n", @@ -110,8 +127,14 @@ "tags": [] }, "source": [ - "## Steps to creating BI analytics platform with atoti\n", - "\n", + "## Steps to creating BI analytics platform with atoti" + ] + }, + { + "cell_type": "markdown", + "id": "40b67f80-20dc-449d-83d2-cde2bc3c3493", + "metadata": {}, + "source": [ "In the following function, the key steps to create an atoti web application are defined:\n", "- Instantiate atoti session (web application is created upon instantiation)\n", "- Create atoti table by loading the Pandas DataFrame (atoti also accepts other datasources such as CSV, Parquet, SQL, Spark DataFrame etc.)\n", @@ -182,10 +205,18 @@ { "cell_type": "markdown", "id": "1cd0ed02-093d-4cd4-864e-4bbe28ebd0b5", + "metadata": { + "tags": [] + }, + "source": [ + "## Data processing prior to BI platform creation" + ] + }, + { + "cell_type": "markdown", + "id": "4a7e09aa-b14d-4135-a514-aa3392bcb0d6", "metadata": {}, "source": [ - "## Data processing prior to BI platform creation\n", - "\n", "Using iPyWidget, users are able to:\n", "- interactively select CSV for upload\n", "- choose keys for table column and set specific data type for columns where necessary\n", @@ -276,10 +307,18 @@ { "cell_type": "markdown", "id": "fd5c8c62-5947-4aa2-b22f-8ec3d69b07b3", + "metadata": { + "tags": [] + }, + "source": [ + "## Set the stage with ipywidget" + ] + }, + { + "cell_type": "markdown", + "id": "164996dc-e90d-4b29-829a-4f71ef1a393d", "metadata": {}, "source": [ - "## Set the stage with ipywidget\n", - "\n", "Using ipywidget, we can interact with the uploaded data to:\n", "1. choose keys for the atoti table that we are creating\n", "2. choose datatype for column (to override the default type inferred by Pandas)" @@ -298,14 +337,13 @@ "def on_upload_change(change):\n", " out.clear_output()\n", " display(fp)\n", - " print(\"Starting cube creation for \", list(change[\"new\"].keys()))\n", + " print(\"Starting cube creation for \", change[\"new\"][0].name)\n", "\n", " fp.value = 0\n", " print(\"- Reading file\")\n", - " input_file = list(change[\"new\"].values())[0]\n", + " input_file = list(change[\"new\"])[0]\n", " content = input_file[\"content\"]\n", - " content = io.StringIO(content.decode(\"utf-8\"))\n", - " df = pd.read_csv(content)\n", + " df = pd.read_csv(io.BytesIO(content))\n", "\n", " fp.value = 1\n", " columns = df.columns.tolist()\n", @@ -380,7 +418,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "13ba1bf7518d4fb89eda34e466d3ce9f", + "model_id": "8331ccb8308c4e0f87c444e3c1ad3cc7", "version_major": 2, "version_minor": 0 }, @@ -388,8 +426,9 @@ "Output()" ] }, + "execution_count": 8, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ @@ -404,8 +443,14 @@ "tags": [] }, "source": [ - "## Technology behind atoti \n", - "\n", + "## Technology behind atoti " + ] + }, + { + "cell_type": "markdown", + "id": "98831de3-822b-44f7-982d-b3ad6882661a", + "metadata": {}, + "source": [ " \n", "\n", "### In-memory multidimensional data cube\n", @@ -417,9 +462,17 @@ "- drill-through for investigation" ] }, + { + "cell_type": "markdown", + "id": "77c7ed78-afb7-4a7a-8092-c5b25a7e4f5f", + "metadata": {}, + "source": [ + "__NOTE__: Change the `raw` cells below to `code` cells after you have created your cube. The below code snippets are based on the data cube created using the [VaR dataset](https://s3.eu-west-3.amazonaws.com/data.atoti.io/notebooks/auto-cube/var_dataset.csv)." + ] + }, { "cell_type": "raw", - "id": "469a6c62-f577-424e-87af-7e97aa92b288", + "id": "f90b3889-fb36-4758-8b75-6a54d7ea6a6f", "metadata": {}, "source": [ "cube" @@ -440,13 +493,12 @@ }, { "cell_type": "raw", - "id": "cd824d22-af32-4b76-b1e7-6e6ef7e1dfe4", + "id": "5b9660ff-840f-487f-9f71-b73b38a670bd", "metadata": { "atoti": { "widget": { "columnWidths": { - "[Measures].[pnl_vector.VALUE]": 228.80621337890625, - "[table].[instrument_code].[instrument_code]": 178.390625 + "[Measures].[pnl_vector.VALUE]": 309.92498779296875 }, "mapping": { "columns": [ @@ -456,11 +508,12 @@ "[Measures].[pnl_vector.VALUE]" ], "rows": [ + "[table].[book].[book]", "[table].[instrument_code].[instrument_code]" ] }, "query": { - "mdx": "SELECT NON EMPTY Hierarchize(Descendants({[table].[instrument_code].[AllMember]}, 1, SELF_AND_BEFORE)) ON ROWS, NON EMPTY {[Measures].[pnl_vector.VALUE]} ON COLUMNS FROM [table] CELL PROPERTIES VALUE, FORMATTED_VALUE, BACK_COLOR, FORE_COLOR, FONT_FLAGS", + "mdx": "SELECT NON EMPTY {[Measures].[pnl_vector.VALUE]} ON COLUMNS, NON EMPTY Crossjoin(Hierarchize(Descendants({[table].[book].[AllMember]}, 1, SELF_AND_BEFORE)), Hierarchize(Descendants({[table].[instrument_code].[AllMember]}, 1, SELF_AND_BEFORE))) ON ROWS FROM [table] CELL PROPERTIES VALUE, FORMATTED_VALUE, BACK_COLOR, FORE_COLOR, FONT_FLAGS", "updateMode": "once" }, "serverKey": "default", @@ -483,7 +536,7 @@ }, { "cell_type": "raw", - "id": "318c0a5c-ed1c-4e86-be4c-25d60a27cef4", + "id": "cea555e2-12ef-4bc0-81c6-128afb3fc89b", "metadata": {}, "source": [ "h, l, m = cube.hierarchies, cube.levels, cube.measures" @@ -499,7 +552,7 @@ }, { "cell_type": "raw", - "id": "f2673684-a4bd-4ebf-9341-1a173d026b75", + "id": "53563532-ba17-4599-9f70-98e0b1e27e01", "metadata": {}, "source": [ "m[\"scaled_pnl_vector\"] = m[\"quantity.SUM\"] * m[\"pnl_vector.VALUE\"]" @@ -507,21 +560,25 @@ }, { "cell_type": "raw", - "id": "0300e606-3ad3-44e4-a63d-c4f59373023c", + "id": "5d7277b0-13aa-45b8-bcea-efca8003d921", "metadata": {}, "source": [ - "m[\"Position vector\"] = tt.agg.sum(m[\"scaled_pnl_vector\"], scope=tt.OriginScope(l[\"instrument_code\"], l[\"book_id\"]))" + "m[\"Position vector\"] = tt.agg.sum(\n", + " m[\"scaled_pnl_vector\"], scope=tt.OriginScope(l[\"instrument_code\"], l[\"book_id\"])\n", + ")" ] }, { "cell_type": "raw", - "id": "23f45d39-a876-4695-819f-c1898c084e0e", + "id": "bf3c6a76-a8ee-4fb6-9a76-f28573a6759e", "metadata": { "atoti": { "height": 487, "widget": { "columnWidths": { "[Measures].[Position vector]": 317, + "[Measures].[pnl_vector.VALUE]": 189.21875, + "[Measures].[quantity.SUM]": 96, "[Measures].[scaled_pnl_vector]": 292.22503662109375, "[confidence_simulation].[confidence_simulation].[90%],[Measures].[Position vector]": 208, "[confidence_simulation].[confidence_simulation].[90%],[Measures].[scaled_pnl_vector]": 176.77496337890625, @@ -534,6 +591,8 @@ "ALL_MEASURES" ], "measures": [ + "[Measures].[quantity.SUM]", + "[Measures].[pnl_vector.VALUE]", "[Measures].[scaled_pnl_vector]", "[Measures].[Position vector]" ], @@ -542,7 +601,7 @@ ] }, "query": { - "mdx": "SELECT NON EMPTY Hierarchize(Descendants({[table].[instrument_code].[AllMember]}, 1, SELF_AND_BEFORE)) ON ROWS, NON EMPTY {[Measures].[scaled_pnl_vector], [Measures].[Position vector]} ON COLUMNS FROM [table] CELL PROPERTIES VALUE, FORMATTED_VALUE, BACK_COLOR, FORE_COLOR, FONT_FLAGS", + "mdx": "SELECT NON EMPTY Hierarchize(Descendants({[table].[instrument_code].[AllMember]}, 1, SELF_AND_BEFORE)) ON ROWS, NON EMPTY {[Measures].[quantity.SUM], [Measures].[pnl_vector.VALUE], [Measures].[scaled_pnl_vector], [Measures].[Position vector]} ON COLUMNS FROM [table] CELL PROPERTIES VALUE, FORMATTED_VALUE, BACK_COLOR, FORE_COLOR, FONT_FLAGS", "updateMode": "once" }, "serverKey": "default", @@ -557,7 +616,7 @@ }, { "cell_type": "markdown", - "id": "8210c392-701f-4bae-8745-2428a7baddc2", + "id": "09aba44e-5c70-4530-b4d3-a927b25fde65", "metadata": {}, "source": [ "### Running simulations" @@ -565,19 +624,27 @@ }, { "cell_type": "raw", - "id": "3cefdeca-f9f1-4234-9035-221399fed514", + "id": "80d4cc38-f705-4a1d-ba2a-4281524fa834", + "metadata": {}, + "source": [ + "# m[\"VaR\"] = tt.array.quantile(m[\"Position vector\"], 0.95)" + ] + }, + { + "cell_type": "raw", + "id": "75fa1171-7ae3-4279-a8b4-5eea3cdee213", "metadata": {}, "source": [ "confidence_simulation = cube.create_parameter_simulation(\n", " \"confidence_simulation\",\n", " measures={\"Confidence level\": 0.95},\n", - " base_scenario_name=\"95%\"\n", + " base_scenario_name=\"95%\",\n", ")" ] }, { "cell_type": "raw", - "id": "8c6620fe-1019-4455-8ae3-8dd3dbc7140e", + "id": "54a6d767-08f8-48c1-945f-a679ef79bc68", "metadata": {}, "source": [ "cube.query(m[\"Confidence level\"])" @@ -585,7 +652,7 @@ }, { "cell_type": "raw", - "id": "8e533b42-b31c-4bdb-abda-a83b0432370b", + "id": "1992eede-83ae-44e5-9233-92d646bb9ca8", "metadata": {}, "source": [ "m[\"VaR\"] = tt.array.quantile(m[\"Position vector\"], m[\"Confidence level\"])" @@ -593,7 +660,7 @@ }, { "cell_type": "raw", - "id": "cfc51b8f-0d2a-4b79-8673-ec2f1e897f96", + "id": "0d71de2f-6ec8-4a95-a53d-70e89da5b243", "metadata": { "atoti": { "height": 350, @@ -636,7 +703,7 @@ }, { "cell_type": "raw", - "id": "ebc531f4-c764-4f78-b2ff-d1d74736df97", + "id": "7b5a8910-3454-4c65-85ed-030d2dc79e8e", "metadata": {}, "source": [ "confidence_simulation += (\"90%\", 0.90)\n", @@ -645,7 +712,7 @@ }, { "cell_type": "raw", - "id": "59fda9ab-9ce8-45f4-a056-5a789bc6d95e", + "id": "bc744520-00b8-4417-927a-856a2692bb4e", "metadata": { "atoti": { "height": 474, @@ -683,24 +750,29 @@ { "cell_type": "markdown", "id": "147c33c9-3cb2-4dde-a30a-62fd7969853e", - "metadata": {}, + "metadata": { + "tags": [] + }, "source": [ "## Find out more about atoti\n", "\n", "\n", "\n", " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", "\n", "
LinkedIn https://www.linkedin.com/company/atoti
https://www.atoti.io/
https://www.linkedin.com/company/atoti
Twitter https://twitter.com/atoti_io
https://twitter.com/atoti_io
YouTube https://www.youtube.com/c/atoti
https://www.youtube.com/c/atoti
Medium https://medium.com/atoti
https://medium.com/atoti
\n", @@ -739,7 +811,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.9" + "version": "3.10.6" } }, "nbformat": 4, diff --git a/notebooks/auto-cube/main.ipynb b/notebooks/auto-cube/main.ipynb index 388406a9..44ed3bf9 100644 --- a/notebooks/auto-cube/main.ipynb +++ b/notebooks/auto-cube/main.ipynb @@ -33,7 +33,24 @@ "execution_count": 1, "id": "c9a014b6-e1ff-4d7f-a5d7-0cc4429de899", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Welcome to atoti 0.7.0!\n", + "\n", + "By using this community edition, you agree with the license available at https://docs.atoti.io/latest/eula.html.\n", + "Browse the official documentation at https://docs.atoti.io.\n", + "Join the community at https://www.atoti.io/register.\n", + "\n", + "atoti collects telemetry data, which is used to help understand how to improve the product.\n", + "If you don't wish to send usage data, set the ATOTI_DISABLE_TELEMETRY environment variable to True.\n", + "\n", + "You can hide this message by setting the ATOTI_HIDE_EULA_MESSAGE environment variable to True.\n" + ] + } + ], "source": [ "import functools\n", "import io\n", @@ -42,7 +59,7 @@ "import atoti as tt\n", "import pandas as pd\n", "from IPython.display import SVG, Markdown\n", - "from ipywidgets import Button, FileUpload, FloatProgress, Output, SelectMultiple, HTML" + "import ipywidgets as widgets" ] }, { @@ -61,8 +78,8 @@ "metadata": {}, "outputs": [], "source": [ - "out = Output()\n", - "fp = FloatProgress(min=0, max=5)" + "out = widgets.Output()\n", + "fp = widgets.FloatProgress(min=0, max=5)" ] }, { @@ -160,25 +177,25 @@ "def on_upload_change(change):\n", " out.clear_output()\n", " display(fp)\n", - " print(\"Starting cube creation for \", list(change[\"new\"].keys()))\n", + "\n", + " print(\"Starting cube creation for \", change[\"new\"][0].name)\n", "\n", " fp.value = 0\n", " print(\"- Reading file\")\n", - " input_file = list(change[\"new\"].values())[0]\n", + " input_file = list(change[\"new\"])[0]\n", " content = input_file[\"content\"]\n", - " content = io.StringIO(content.decode(\"utf-8\"))\n", - " df = pd.read_csv(content)\n", + " df = pd.read_csv(io.BytesIO(content))\n", "\n", " fp.value = 1\n", " columns = [\"None\"] + df.columns.tolist()\n", - " keys_selection = SelectMultiple(\n", + " keys_selection = widgets.SelectMultiple(\n", " options=columns,\n", " value=[\"None\"],\n", " description=\"Choose key(s)\",\n", " disabled=False,\n", " )\n", "\n", - " button = Button(\n", + " button = widgets.Button(\n", " description=\"Submit\",\n", " disabled=False,\n", " button_style=\"\",\n", @@ -200,7 +217,7 @@ "outputs": [], "source": [ "def displayFileLoader():\n", - " uploader = FileUpload(\n", + " uploader = widgets.FileUpload(\n", " accept=\".csv\",\n", " multiple=False,\n", " )\n", @@ -227,7 +244,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "f82c516e691e4781aa934c668a79d17c", + "model_id": "226124872dcd4c81920cb83d8531ed07", "version_major": 2, "version_minor": 0 }, @@ -235,8 +252,9 @@ "Output()" ] }, + "execution_count": 7, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ @@ -269,7 +287,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.9" + "version": "3.10.6" } }, "nbformat": 4, diff --git a/poetry.lock b/poetry.lock index bb7b73e0..c284f184 100644 --- a/poetry.lock +++ b/poetry.lock @@ -34,7 +34,7 @@ multidict = ">=4.5,<7.0" yarl = ">=1.0,<2.0" [package.extras] -speedups = ["aiodns", "brotli", "cchardet"] +speedups = ["Brotli", "aiodns", "cchardet"] [[package]] name = "aioitertools" @@ -71,8 +71,8 @@ idna = ">=2.8" sniffio = ">=1.1" [package.extras] -doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"] -test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"] +doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] +test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"] trio = ["trio (>=0.16)"] [[package]] @@ -95,8 +95,8 @@ python-versions = ">=3.6" argon2-cffi-bindings = "*" [package.extras] -dev = ["pre-commit", "cogapp", "tomli", "coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "sphinx-notfound-page", "furo"] -docs = ["sphinx", "sphinx-notfound-page", "furo"] +dev = ["cogapp", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "pre-commit", "pytest", "sphinx", "sphinx-notfound-page", "tomli"] +docs = ["furo", "sphinx", "sphinx-notfound-page"] tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"] [[package]] @@ -111,7 +111,7 @@ python-versions = ">=3.6" cffi = ">=1.0.1" [package.extras] -dev = ["pytest", "cogapp", "pre-commit", "wheel"] +dev = ["cogapp", "pre-commit", "pytest", "wheel"] tests = ["pytest"] [[package]] @@ -162,18 +162,18 @@ typeguard = "*" typing-extensions = "*" [package.extras] -sql = ["atoti-sql (==0.7.0)"] -plus = ["atoti-plus (==0.7.0)"] -kafka = ["atoti-kafka (==0.7.0)"] -jupyterlab = ["atoti-jupyterlab (==0.7.0)"] -gcp = ["atoti-gcp (==0.7.0)"] -directquery-synapse = ["atoti-directquery-synapse (==0.7.0)"] -directquery-snowflake = ["atoti-directquery-snowflake (==0.7.0)"] -directquery-clickhouse = ["atoti-directquery-clickhouse (==0.7.0)"] -directquery-bigquery = ["atoti-directquery-bigquery (==0.7.0)"] -dev = ["pytz", "test-utils", "scipy", "requests", "pytest", "pyspark"] -azure = ["atoti-azure (==0.7.0)"] aws = ["atoti-aws (==0.7.0)"] +azure = ["atoti-azure (==0.7.0)"] +dev = ["pyspark", "pytest", "pytz", "requests", "scipy", "test-utils"] +directquery-bigquery = ["atoti-directquery-bigquery (==0.7.0)"] +directquery-clickhouse = ["atoti-directquery-clickhouse (==0.7.0)"] +directquery-snowflake = ["atoti-directquery-snowflake (==0.7.0)"] +directquery-synapse = ["atoti-directquery-synapse (==0.7.0)"] +gcp = ["atoti-gcp (==0.7.0)"] +jupyterlab = ["atoti-jupyterlab (==0.7.0)"] +kafka = ["atoti-kafka (==0.7.0)"] +plus = ["atoti-plus (==0.7.0)"] +sql = ["atoti-sql (==0.7.0)"] [[package]] name = "atoti-aws" @@ -219,7 +219,7 @@ pandas = "*" typing-extensions = ">=4.0.1" [package.extras] -dev = ["test-utils", "pytest", "pandas-stubs", "atoti"] +dev = ["atoti", "pandas-stubs", "pytest", "test-utils"] [[package]] name = "atoti-gcp" @@ -266,7 +266,7 @@ atoti = "0.7.0" atoti-core = "0.7.0" [package.extras] -dev = ["pytest", "pandas"] +dev = ["pandas", "pytest"] [[package]] name = "atoti-query" @@ -283,7 +283,7 @@ pyarrow = ">=8.0,<9.0" typeguard = ">=2.12,<3.0" [package.extras] -dev = ["test-utils", "pytest", "premailer", "atoti"] +dev = ["atoti", "premailer", "pytest", "test-utils"] [[package]] name = "attrs" @@ -294,13 +294,13 @@ optional = false python-versions = ">=3.5" [package.extras] -dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"] -docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"] -tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "cloudpickle"] -tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "cloudpickle"] +dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"] +docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"] +tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"] +tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"] [[package]] -name = "babel" +name = "Babel" version = "2.10.3" description = "Internationalization utilities" category = "main" @@ -335,7 +335,7 @@ lxml = ["lxml"] [[package]] name = "black" -version = "22.6.0" +version = "22.8.0" description = "The uncompromising code formatter." category = "dev" optional = false @@ -385,7 +385,7 @@ webencodings = "*" [package.extras] css = ["tinycss2 (>=1.1.0,<1.2)"] -dev = ["build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "Sphinx (==4.3.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)", "black (==22.3.0)", "mypy (==0.961)"] +dev = ["Sphinx (==4.3.2)", "black (==22.3.0)", "build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "mypy (==0.961)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)"] [[package]] name = "blis" @@ -470,7 +470,7 @@ pycparser = "*" [[package]] name = "charset-normalizer" -version = "2.1.0" +version = "2.1.1" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." category = "main" optional = false @@ -518,8 +518,8 @@ python-versions = "<4,>=3.7" pymeeus = ">=0.3.13,<=1" [package.extras] -dev = ["build", "black", "isort", "pylint"] -docs = ["sphinx", "sphinx-rtd-theme", "myst-parser"] +dev = ["black", "build", "isort", "pylint"] +docs = ["myst-parser", "sphinx", "sphinx-rtd-theme"] tests = ["coverage"] [[package]] @@ -562,7 +562,7 @@ complete = ["bokeh (>=2.4.2)", "distributed (==2022.6.1)", "jinja2", "numpy (>=1 dataframe = ["numpy (>=1.18)", "pandas (>=1.0)"] diagnostics = ["bokeh (>=2.4.2)", "jinja2"] distributed = ["distributed (==2022.6.1)"] -test = ["pytest", "pytest-rerunfailures", "pytest-xdist", "pre-commit"] +test = ["pre-commit", "pytest", "pytest-rerunfailures", "pytest-xdist"] [[package]] name = "debugpy" @@ -631,7 +631,7 @@ python-versions = ">=3.6" [[package]] name = "executing" -version = "0.10.0" +version = "1.0.0" description = "Get the currently executing AST node of a frame, and other information" category = "main" optional = false @@ -646,7 +646,7 @@ optional = false python-versions = "*" [package.extras] -devel = ["colorama", "jsonschema", "json-spec", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"] +devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"] [[package]] name = "folium" @@ -667,16 +667,16 @@ testing = ["pytest"] [[package]] name = "fonttools" -version = "4.36.0" +version = "4.37.1" description = "Tools to manipulate font files" category = "main" optional = false python-versions = ">=3.7" [package.extras] -all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"] +all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=14.0.0)", "xattr", "zopfli (>=0.1.4)"] graphite = ["lz4 (>=1.7.4.2)"] -interpolatable = ["scipy", "munkres"] +interpolatable = ["munkres", "scipy"] lxml = ["lxml (>=4.0,<5)"] pathops = ["skia-pathops (>=0.5.0)"] plot = ["matplotlib"] @@ -685,7 +685,7 @@ symfont = ["sympy"] type1 = ["xattr"] ufo = ["fs (>=2.2.0,<3)"] unicode = ["unicodedata2 (>=14.0.0)"] -woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"] +woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"] [[package]] name = "frozenlist" @@ -708,7 +708,7 @@ abfs = ["adlfs"] adl = ["adlfs"] arrow = ["pyarrow (>=1)"] dask = ["dask", "distributed"] -dropbox = ["dropboxdrivefs", "requests", "dropbox"] +dropbox = ["dropbox", "dropboxdrivefs", "requests"] entrypoints = ["importlib-metadata"] fuse = ["fusepy"] gcs = ["gcsfs"] @@ -717,7 +717,7 @@ github = ["requests"] gs = ["gcsfs"] gui = ["panel"] hdfs = ["pyarrow (>=1)"] -http = ["requests", "aiohttp"] +http = ["aiohttp", "requests"] libarchive = ["libarchive-c"] oci = ["ocifs"] s3 = ["s3fs"] @@ -751,10 +751,10 @@ toolz = ">=0.10,<1.0" tqdm = ">=4.23,<5.0" [package.extras] +dev = ["black (==20.8b1)", "flaky (>=3.6,<4.0)", "flask (>=1.1,<2.0)", "fsspec (>=0.8,<0.9)", "gunicorn (>=19.9,<20.0)", "ipykernel", "ipython", "mxtheme (==0.3.15)", "mypy (==0.761)", "nbconvert (>=5.6.1,<5.7.0)", "nbsphinx (>=0.3.4,<0.4)", "notedown", "pytest (>=5.0,<6.0)", "pytest-cov (>=2.6.0,<2.7.0)", "pytest-runner (>=2.11,<3.0)", "pytest-timeout (>=1.3,<2.0)", "pytest-xdist (>=1.27,<2.0)", "recommonmark", "s3fs (>=0.5,<1.0)", "s3fs (>=0.6,<1.0)", "sagemaker (>=2.0,<3.0)", "setuptools (>=40.1.0)", "setuptools-scm (>=3.3.3)", "sphinx (>=2.1,<3.0)", "sphinx-autobuild (>=0.7,<1.0)", "sphinx-autorun", "sphinx-gallery", "tornado (==5.1.1)", "ujson"] +docs = ["ipykernel", "ipython", "mxtheme (==0.3.15)", "nbconvert (>=5.6.1,<5.7.0)", "nbsphinx (>=0.3.4,<0.4)", "notedown", "pytest-runner (>=2.11,<3.0)", "recommonmark", "sphinx (>=2.1,<3.0)", "sphinx-autobuild (>=0.7,<1.0)", "sphinx-autorun", "sphinx-gallery", "tornado (==5.1.1)"] prophet = ["fbprophet (>=0.4)"] r = ["rpy2 (>=2.9,<3)"] -dev = ["ipython", "ipykernel", "nbconvert (>=5.6.1,<5.7.0)", "nbsphinx (>=0.3.4,<0.4)", "notedown", "pytest-runner (>=2.11,<3.0)", "recommonmark", "sphinx (>=2.1,<3.0)", "sphinx-autobuild (>=0.7,<1.0)", "sphinx-autorun", "sphinx-gallery", "tornado (==5.1.1)", "mxtheme (==0.3.15)", "flaky (>=3.6,<4.0)", "pytest-cov (>=2.6.0,<2.7.0)", "pytest-timeout (>=1.3,<2.0)", "pytest-xdist (>=1.27,<2.0)", "pytest (>=5.0,<6.0)", "ujson", "flask (>=1.1,<2.0)", "gunicorn (>=19.9,<20.0)", "black (==20.8b1)", "mypy (==0.761)", "setuptools (>=40.1.0)", "setuptools-scm (>=3.3.3)", "sagemaker (>=2.0,<3.0)", "s3fs (>=0.5,<1.0)", "fsspec (>=0.8,<0.9)", "s3fs (>=0.6,<1.0)"] -docs = ["ipython", "ipykernel", "nbconvert (>=5.6.1,<5.7.0)", "nbsphinx (>=0.3.4,<0.4)", "notedown", "pytest-runner (>=2.11,<3.0)", "recommonmark", "sphinx (>=2.1,<3.0)", "sphinx-autobuild (>=0.7,<1.0)", "sphinx-autorun", "sphinx-gallery", "tornado (==5.1.1)", "mxtheme (==0.3.15)"] shell = ["flask (>=1.1,<2.0)", "gunicorn (>=19.9,<20.0)"] [[package]] @@ -766,20 +766,20 @@ optional = false python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*" [package.extras] -dev = ["tox (>=3.0)", "flake8", "pep8-naming", "wheel", "twine"] +dev = ["flake8", "pep8-naming", "tox (>=3.0)", "twine", "wheel"] docs = ["sphinx (>=1.3)", "sphinx-rtd-theme"] -test = ["mock (>=2)", "pytest (>=3.4)", "pytest-mock (>=1.8)", "pytest-cov"] +test = ["mock (>=2)", "pytest (>=3.4)", "pytest-cov", "pytest-mock (>=1.8)"] [[package]] name = "greenlet" -version = "1.1.2" +version = "1.1.3" description = "Lightweight in-process concurrent programming" category = "main" optional = false python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*" [package.extras] -docs = ["sphinx"] +docs = ["Sphinx"] [[package]] name = "haversine" @@ -790,7 +790,7 @@ optional = false python-versions = ">=3.5" [[package]] -name = "heapdict" +name = "HeapDict" version = "1.0.1" description = "a heap with decrease-key and increase-key operations" category = "main" @@ -807,7 +807,7 @@ python-versions = ">=3.6" [[package]] name = "holidays" -version = "0.14.2" +version = "0.15" description = "Generate and work with holidays in Python" category = "main" optional = false @@ -832,10 +832,10 @@ six = ">=1.9" webencodings = "*" [package.extras] -lxml = ["lxml"] -genshi = ["genshi"] +all = ["chardet (>=2.2)", "genshi", "lxml"] chardet = ["chardet (>=2.2)"] -all = ["lxml", "chardet (>=2.2)", "genshi"] +genshi = ["genshi"] +lxml = ["lxml"] [[package]] name = "htmlmin" @@ -854,8 +854,8 @@ optional = false python-versions = ">=3.5" [[package]] -name = "imagehash" -version = "4.2.1" +name = "ImageHash" +version = "4.3.0" description = "Image Hashing library" category = "main" optional = false @@ -866,7 +866,6 @@ numpy = "*" pillow = "*" PyWavelets = "*" scipy = "*" -six = "*" [[package]] name = "imbalanced-learn" @@ -884,10 +883,10 @@ scipy = ">=1.3.2" threadpoolctl = ">=2.0.0" [package.extras] -tests = ["mypy (>=0.770)", "black (>=22.3.0)", "flake8 (>=3.8.2)", "pytest-cov (>=2.9.0)", "pytest (>=5.0.1)", "keras (>=2.4.3)", "tensorflow (>=2.4.3)", "pandas (>=1.0.5)"] -optional = ["keras (>=2.4.3)", "tensorflow (>=2.4.3)", "pandas (>=1.0.5)"] -examples = ["seaborn (>=0.9.0)", "matplotlib (>=3.1.2)", "keras (>=2.4.3)", "tensorflow (>=2.4.3)", "pandas (>=1.0.5)"] -docs = ["pydata-sphinx-theme (>=0.7.2)", "sphinxcontrib-bibtex (>=2.4.1)", "numpydoc (>=1.0.0)", "sphinx-gallery (>=0.7.0)", "sphinx (>=4.2.0)", "memory-profiler (>=0.57.0)", "seaborn (>=0.9.0)", "matplotlib (>=3.1.2)", "keras (>=2.4.3)", "tensorflow (>=2.4.3)", "pandas (>=1.0.5)"] +docs = ["keras (>=2.4.3)", "matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.0.0)", "pandas (>=1.0.5)", "pydata-sphinx-theme (>=0.7.2)", "seaborn (>=0.9.0)", "sphinx (>=4.2.0)", "sphinx-gallery (>=0.7.0)", "sphinxcontrib-bibtex (>=2.4.1)", "tensorflow (>=2.4.3)"] +examples = ["keras (>=2.4.3)", "matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)", "tensorflow (>=2.4.3)"] +optional = ["keras (>=2.4.3)", "pandas (>=1.0.5)", "tensorflow (>=2.4.3)"] +tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "keras (>=2.4.3)", "mypy (>=0.770)", "pandas (>=1.0.5)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "tensorflow (>=2.4.3)"] [[package]] name = "imblearn" @@ -912,9 +911,9 @@ python-versions = ">=3.7" zipp = ">=0.5" [package.extras] -docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"] +docs = ["jaraco.packaging (>=9)", "rst.linker (>=1.9)", "sphinx"] perf = ["ipython"] -testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.3)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"] +testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"] [[package]] name = "importlib-resources" @@ -928,12 +927,12 @@ python-versions = ">=3.7" zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""} [package.extras] -docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "jaraco.tidelift (>=1.4)"] -testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"] +docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx"] +testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] [[package]] name = "ipykernel" -version = "6.15.1" +version = "6.15.2" description = "IPython Kernel for Jupyter" category = "main" optional = false @@ -953,7 +952,7 @@ tornado = ">=6.1" traitlets = ">=5.1.0" [package.extras] -test = ["flaky", "ipyparallel", "pre-commit", "pytest-cov", "pytest-timeout", "pytest (>=6.0)"] +test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=6.0)", "pytest-cov", "pytest-timeout"] [[package]] name = "ipython" @@ -974,11 +973,12 @@ pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""} pickleshare = "*" prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0" pygments = ">=2.4.0" +setuptools = ">=18.5" stack-data = "*" traitlets = ">=5" [package.extras] -all = ["black", "Sphinx (>=1.3)", "ipykernel", "nbconvert", "nbformat", "ipywidgets", "notebook", "ipyparallel", "qtconsole", "pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "numpy (>=1.19)", "pandas", "trio"] +all = ["Sphinx (>=1.3)", "black", "curio", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "testpath", "trio"] black = ["black"] doc = ["Sphinx (>=1.3)"] kernel = ["ipykernel"] @@ -988,10 +988,10 @@ notebook = ["ipywidgets", "notebook"] parallel = ["ipyparallel"] qtconsole = ["qtconsole"] test = ["pytest (<7.1)", "pytest-asyncio", "testpath"] -test_extra = ["pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "trio"] +test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"] [[package]] -name = "ipython-genutils" +name = "ipython_genutils" version = "0.2.0" description = "Vestigial utilities from IPython" category = "main" @@ -1000,22 +1000,21 @@ python-versions = "*" [[package]] name = "ipywidgets" -version = "7.7.1" -description = "IPython HTML widgets for Jupyter" +version = "8.0.2" +description = "Jupyter interactive widgets" category = "main" optional = false -python-versions = "*" +python-versions = ">=3.7" [package.dependencies] ipykernel = ">=4.5.1" -ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""} -ipython-genutils = ">=0.2.0,<0.3.0" -jupyterlab-widgets = {version = ">=1.0.0", markers = "python_version >= \"3.6\""} +ipython = ">=6.1.0" +jupyterlab-widgets = ">=3.0,<4.0" traitlets = ">=4.3.1" -widgetsnbextension = ">=3.6.0,<3.7.0" +widgetsnbextension = ">=4.0,<5.0" [package.extras] -test = ["pytest (>=3.6.0)", "pytest-cov", "mock"] +test = ["jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"] [[package]] name = "jdk4py" @@ -1041,7 +1040,7 @@ qa = ["flake8 (==3.8.3)", "mypy (==0.782)"] testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"] [[package]] -name = "jinja2" +name = "Jinja2" version = "3.1.2" description = "A very fast and expressive template engine." category = "main" @@ -1072,7 +1071,7 @@ python-versions = ">=3.6" [[package]] name = "json5" -version = "0.9.9" +version = "0.9.10" description = "A Python implementation of the JSON5 data format." category = "main" optional = false @@ -1083,7 +1082,7 @@ dev = ["hypothesis"] [[package]] name = "jsonschema" -version = "4.12.1" +version = "4.15.0" description = "An implementation of JSON Schema validation for Python" category = "main" optional = false @@ -1101,7 +1100,7 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339- [[package]] name = "jupyter-client" -version = "7.3.4" +version = "7.3.5" description = "Jupyter protocol implementation and client libraries" category = "main" optional = false @@ -1113,11 +1112,11 @@ jupyter-core = ">=4.9.2" nest-asyncio = ">=1.5.4" python-dateutil = ">=2.8.2" pyzmq = ">=23.0" -tornado = ">=6.0" +tornado = ">=6.2" traitlets = "*" [package.extras] -doc = ["ipykernel", "myst-parser", "sphinx-rtd-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt"] +doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"] test = ["codecov", "coverage", "ipykernel (>=6.5)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"] [[package]] @@ -1162,7 +1161,7 @@ traitlets = ">=5.1" websocket-client = "*" [package.extras] -test = ["coverage", "ipykernel", "pre-commit", "pytest-console-scripts", "pytest-cov", "pytest-mock", "pytest-timeout", "pytest-tornasync", "pytest (>=6.0)", "requests"] +test = ["coverage", "ipykernel", "pre-commit", "pytest (>=6.0)", "pytest-console-scripts", "pytest-cov", "pytest-mock", "pytest-timeout", "pytest-tornasync", "requests"] [[package]] name = "jupyterlab" @@ -1184,7 +1183,7 @@ packaging = "*" tornado = ">=6.1.0" [package.extras] -test = ["check-manifest", "coverage", "jupyterlab-server", "pre-commit", "pytest (>=6.0)", "pytest-cov", "pytest-console-scripts", "pytest-check-links (>=0.5)", "requests", "requests-cache", "virtualenv"] +test = ["check-manifest", "coverage", "jupyterlab-server[test]", "pre-commit", "pytest (>=6.0)", "pytest-check-links (>=0.5)", "pytest-console-scripts", "pytest-cov", "requests", "requests-cache", "virtualenv"] ui-tests = ["build"] [[package]] @@ -1197,7 +1196,7 @@ python-versions = ">=3.7" [[package]] name = "jupyterlab-server" -version = "2.15.0" +version = "2.15.1" description = "A set of server components for JupyterLab and JupyterLab like applications." category = "main" optional = false @@ -1215,11 +1214,11 @@ requests = "*" [package.extras] openapi = ["openapi-core (>=0.14.2)", "ruamel-yaml"] -test = ["codecov", "ipykernel", "jupyter-server", "openapi-core (>=0.14.2)", "openapi-spec-validator (<0.5)", "pytest-console-scripts", "pytest-cov", "pytest (>=5.3.2)", "ruamel-yaml", "strict-rfc3339"] +test = ["codecov", "ipykernel", "jupyter-server[test]", "openapi-core (>=0.14.2)", "openapi-spec-validator (<0.5)", "pytest (>=5.3.2)", "pytest-console-scripts", "pytest-cov", "ruamel-yaml", "strict-rfc3339"] [[package]] name = "jupyterlab-widgets" -version = "3.0.1" +version = "3.0.3" description = "Jupyter interactive widgets for JupyterLab" category = "main" optional = false @@ -1279,11 +1278,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, != 3.4.*" [package.extras] cssselect = ["cssselect (>=0.7)"] html5 = ["html5lib"] -htmlsoup = ["beautifulsoup4"] +htmlsoup = ["BeautifulSoup4"] source = ["Cython (>=0.29.7)"] [[package]] -name = "markupsafe" +name = "MarkupSafe" version = "2.1.1" description = "Safely add untrusted strings to HTML/XML markup." category = "main" @@ -1349,12 +1348,12 @@ scipy = "*" seaborn = "*" [package.extras] -tests = ["pytest-mpl", "pytest"] +tests = ["pytest", "pytest-mpl"] [[package]] name = "mistune" -version = "0.8.4" -description = "The fastest markdown parser in pure Python" +version = "2.0.4" +description = "A sane Markdown parser with useful plugins and renderers" category = "main" optional = false python-versions = "*" @@ -1460,13 +1459,13 @@ tornado = ">=6.1" traitlets = ">=4.2.1" [package.extras] -test = ["requests-unixsocket", "pytest-tornasync", "pytest-cov", "selenium (==4.1.5)", "nbval", "testpath", "requests", "coverage", "pytest"] +docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"] json-logging = ["json-logging"] -docs = ["myst-parser", "sphinx-rtd-theme", "sphinxcontrib-github-alt", "nbsphinx", "sphinx"] +test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-tornasync", "requests", "requests-unixsocket", "selenium (==4.1.5)", "testpath"] [[package]] name = "nbclient" -version = "0.6.6" +version = "0.6.7" description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor." category = "main" optional = false @@ -1479,12 +1478,12 @@ nest-asyncio = "*" traitlets = ">=5.2.2" [package.extras] -sphinx = ["autodoc-traits", "mock", "moto", "myst-parser", "Sphinx (>=1.7)", "sphinx-book-theme"] -test = ["black", "check-manifest", "flake8", "ipykernel", "ipython (<8.0.0)", "ipywidgets (<8.0.0)", "mypy", "pip (>=18.1)", "pre-commit", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "setuptools (>=60.0)", "testpath", "twine (>=1.11.0)", "xmltodict"] +sphinx = ["Sphinx (>=1.7)", "autodoc-traits", "mock", "moto", "myst-parser", "sphinx-book-theme"] +test = ["black", "check-manifest", "flake8", "ipykernel", "ipython", "ipywidgets", "mypy", "nbconvert", "pip (>=18.1)", "pre-commit", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "setuptools (>=60.0)", "testpath", "twine (>=1.11.0)", "xmltodict"] [[package]] name = "nbconvert" -version = "6.5.3" +version = "7.0.0" description = "Converting Jupyter Notebooks" category = "main" optional = false @@ -1494,13 +1493,13 @@ python-versions = ">=3.7" beautifulsoup4 = "*" bleach = "*" defusedxml = "*" -entrypoints = ">=0.2.2" +importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""} jinja2 = ">=3.0" jupyter-core = ">=4.7" jupyterlab-pygments = "*" lxml = "*" -MarkupSafe = ">=2.0" -mistune = ">=0.8.1,<2" +markupsafe = ">=2.0" +mistune = ">=2.0.3,<3" nbclient = ">=0.5.0" nbformat = ">=5.1" packaging = "*" @@ -1510,10 +1509,12 @@ tinycss2 = "*" traitlets = ">=5.0" [package.extras] -all = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)", "tornado (>=6.1)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"] -docs = ["sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"] +all = ["ipykernel", "ipython", "ipywidgets (>=7)", "nbsphinx (>=0.2.12)", "pre-commit", "pyppeteer (>=1,<1.1)", "pyqtwebengine (>=5.15)", "pytest", "pytest-cov", "pytest-dependency", "sphinx (==5.0.2)", "sphinx-rtd-theme", "tornado (>=6.1)"] +docs = ["ipython", "nbsphinx (>=0.2.12)", "sphinx (==5.0.2)", "sphinx-rtd-theme"] +qtpdf = ["pyqtwebengine (>=5.15)"] +qtpng = ["pyqtwebengine (>=5.15)"] serve = ["tornado (>=6.1)"] -test = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)"] +test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)", "pytest", "pytest-cov", "pytest-dependency"] webpdf = ["pyppeteer (>=1,<1.1)"] [[package]] @@ -1531,7 +1532,7 @@ jupyter-core = "*" traitlets = ">=5.1" [package.extras] -test = ["check-manifest", "testpath", "pytest", "pre-commit"] +test = ["check-manifest", "pre-commit", "pytest", "testpath"] [[package]] name = "nest-asyncio" @@ -1543,18 +1544,18 @@ python-versions = ">=3.5" [[package]] name = "networkx" -version = "2.8.5" +version = "2.8.6" description = "Python package for creating and manipulating graphs and networks" category = "main" optional = false python-versions = ">=3.8" [package.extras] -default = ["numpy (>=1.19)", "scipy (>=1.8)", "matplotlib (>=3.4)", "pandas (>=1.3)"] -developer = ["pre-commit (>=2.19)", "mypy (>=0.960)"] -doc = ["sphinx (>=5)", "pydata-sphinx-theme (>=0.9)", "sphinx-gallery (>=0.10)", "numpydoc (>=1.4)", "pillow (>=9.1)", "nb2plots (>=0.6)", "texext (>=0.6.6)"] -extra = ["lxml (>=4.6)", "pygraphviz (>=1.9)", "pydot (>=1.4.2)", "sympy (>=1.10)"] -test = ["pytest (>=7.1)", "pytest-cov (>=3.0)", "codecov (>=2.1)"] +default = ["matplotlib (>=3.4)", "numpy (>=1.19)", "pandas (>=1.3)", "scipy (>=1.8)"] +developer = ["mypy (>=0.961)", "pre-commit (>=2.20)"] +doc = ["nb2plots (>=0.6)", "numpydoc (>=1.4)", "pillow (>=9.1)", "pydata-sphinx-theme (>=0.9)", "sphinx (>=5)", "sphinx-gallery (>=0.10)", "texext (>=0.6.6)"] +extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.9)", "sympy (>=1.10)"] +test = ["codecov (>=2.1)", "pytest (>=7.1)", "pytest-cov (>=3.0)"] [[package]] name = "nltk" @@ -1571,7 +1572,7 @@ regex = ">=2021.8.3" tqdm = "*" [package.extras] -all = ["numpy", "pyparsing", "scipy", "matplotlib", "twython", "requests", "scikit-learn", "python-crfsuite"] +all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"] corenlp = ["requests"] machine_learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"] plot = ["matplotlib"] @@ -1604,9 +1605,9 @@ tornado = ">=6.1" traitlets = ">=4.2.1" [package.extras] -docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"] +docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"] json-logging = ["json-logging"] -test = ["pytest", "coverage", "requests", "testpath", "nbval", "selenium", "pytest-cov", "requests-unixsocket"] +test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium", "testpath"] [[package]] name = "notebook-shim" @@ -1620,7 +1621,7 @@ python-versions = ">=3.7" jupyter-server = ">=1.8,<2.0" [package.extras] -test = ["pytest-console-scripts", "pytest-tornasync", "pytest"] +test = ["pytest", "pytest-console-scripts", "pytest-tornasync"] [[package]] name = "numba" @@ -1633,6 +1634,7 @@ python-versions = ">=3.7,<3.11" [package.dependencies] llvmlite = ">=0.38.0rc1,<0.39" numpy = ">=1.18,<1.23" +setuptools = "*" [[package]] name = "numpy" @@ -1655,7 +1657,7 @@ et-xmlfile = "*" [[package]] name = "orjson" -version = "3.7.12" +version = "3.8.0" description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy" category = "main" optional = false @@ -1674,7 +1676,7 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5" [[package]] name = "pandas" -version = "1.4.3" +version = "1.4.4" description = "Powerful data structures for data analysis, time series, and statistics" category = "main" optional = false @@ -1722,7 +1724,7 @@ tqdm = ">=4.48.2" visions = {version = "0.7.4", extras = ["type_image_path"]} [package.extras] -notebook = ["jupyter-client (>=5.3.4)", "jupyter-core (>=4.6.3)", "ipywidgets (>=7.5.1)"] +notebook = ["ipywidgets (>=7.5.1)", "jupyter-client (>=5.3.4)", "jupyter-core (>=4.6.3)"] [[package]] name = "pandocfilters" @@ -1757,15 +1759,15 @@ locket = "*" toolz = "*" [package.extras] -complete = ["blosc", "pyzmq", "pandas (>=0.19.0)", "numpy (>=1.9.0)"] +complete = ["blosc", "numpy (>=1.9.0)", "pandas (>=0.19.0)", "pyzmq"] [[package]] name = "pathspec" -version = "0.9.0" +version = "0.10.1" description = "Utility library for gitignore style pattern matching of file paths." category = "dev" optional = false -python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" +python-versions = ">=3.7" [[package]] name = "patsy" @@ -1780,7 +1782,7 @@ numpy = ">=1.4" six = "*" [package.extras] -test = ["scipy", "pytest-cov", "pytest"] +test = ["pytest", "pytest-cov", "scipy"] [[package]] name = "pexpect" @@ -1809,7 +1811,7 @@ pandas = ">=0.25.1" scipy = ">=1.5.2" [package.extras] -test = ["pytest (>=4.0.2)", "pytest-pylint (>=0.13.0)", "nbconvert (>=5.3.1)", "jupyter-client (>=5.2.3)"] +test = ["jupyter-client (>=5.2.3)", "nbconvert (>=5.3.1)", "pytest (>=4.0.2)", "pytest-pylint (>=0.13.0)"] [[package]] name = "pickleshare" @@ -1820,7 +1822,7 @@ optional = false python-versions = "*" [[package]] -name = "pillow" +name = "Pillow" version = "9.2.0" description = "Python Imaging Library (Fork)" category = "main" @@ -1832,7 +1834,7 @@ docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"] [[package]] -name = "pkgutil-resolve-name" +name = "pkgutil_resolve_name" version = "1.3.10" description = "Resolve a name to an object." category = "main" @@ -1856,8 +1858,8 @@ optional = false python-versions = ">=3.7" [package.extras] -docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"] -test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"] +docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx (>=4)", "sphinx-autodoc-typehints (>=1.12)"] +test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"] [[package]] name = "praw" @@ -1874,7 +1876,7 @@ websocket-client = ">=0.54.0" [package.extras] ci = ["coveralls"] -dev = ["packaging", "pre-commit", "sphinx", "sphinx-rtd-theme", "betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)"] +dev = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "packaging", "pre-commit", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)", "sphinx", "sphinx-rtd-theme"] lint = ["pre-commit", "sphinx", "sphinx-rtd-theme"] readthedocs = ["sphinx", "sphinx-rtd-theme"] test = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)"] @@ -1891,10 +1893,10 @@ python-versions = "~=3.6" requests = ">=2.6.0,<3.0" [package.extras] -test = ["testfixtures (>4.13.2,<7)", "pytest", "mock (>=0.8)", "betamax-serializers (>=0.2.0,<0.3)", "betamax-matchers (>=0.4.0,<0.5)", "betamax (>=0.8,<0.9)"] -lint = ["flynt", "pydocstyle", "pre-commit", "flake8", "black"] -dev = ["testfixtures (>4.13.2,<7)", "pytest", "mock (>=0.8)", "betamax-serializers (>=0.2.0,<0.3)", "betamax-matchers (>=0.4.0,<0.5)", "betamax (>=0.8,<0.9)", "flynt", "pydocstyle", "pre-commit", "flake8", "black"] ci = ["coveralls"] +dev = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.4.0,<0.5)", "betamax-serializers (>=0.2.0,<0.3)", "black", "flake8", "flynt", "mock (>=0.8)", "pre-commit", "pydocstyle", "pytest", "testfixtures (>4.13.2,<7)"] +lint = ["black", "flake8", "flynt", "pre-commit", "pydocstyle"] +test = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.4.0,<0.5)", "betamax-serializers (>=0.2.0,<0.3)", "mock (>=0.8)", "pytest", "testfixtures (>4.13.2,<7)"] [[package]] name = "preshed" @@ -1921,7 +1923,7 @@ twisted = ["twisted"] [[package]] name = "prompt-toolkit" -version = "3.0.30" +version = "3.0.31" description = "Library for building powerful interactive command lines in Python" category = "main" optional = false @@ -1939,6 +1941,7 @@ optional = false python-versions = "*" [package.dependencies] +setuptools = "*" six = ">=1.9" [[package]] @@ -1950,7 +1953,7 @@ optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [package.extras] -test = ["ipaddress", "mock", "enum34", "pywin32", "wmi"] +test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"] [[package]] name = "ptyprocess" @@ -2008,21 +2011,21 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [[package]] name = "pydantic" -version = "1.9.2" +version = "1.10.1" description = "Data validation and settings management using python type hints" category = "main" optional = false -python-versions = ">=3.6.1" +python-versions = ">=3.7" [package.dependencies] -typing-extensions = ">=3.7.4.3" +typing-extensions = ">=4.1.0" [package.extras] dotenv = ["python-dotenv (>=0.10.4)"] email = ["email-validator (>=1.0.3)"] [[package]] -name = "pygments" +name = "Pygments" version = "2.13.0" description = "Pygments is a syntax highlighting package written in Python." category = "main" @@ -2033,7 +2036,7 @@ python-versions = ">=3.6" plugins = ["importlib-metadata"] [[package]] -name = "pymeeus" +name = "PyMeeus" version = "0.5.11" description = "Python implementation of Jean Meeus astronomical routines" category = "main" @@ -2062,7 +2065,7 @@ optional = false python-versions = ">=3.6.8" [package.extras] -diagrams = ["railroad-diagrams", "jinja2"] +diagrams = ["jinja2", "railroad-diagrams"] [[package]] name = "pyrsistent" @@ -2092,7 +2095,7 @@ optional = false python-versions = "*" [[package]] -name = "pywavelets" +name = "PyWavelets" version = "1.3.0" description = "PyWavelets, wavelet transform module" category = "main" @@ -2119,7 +2122,7 @@ optional = false python-versions = ">=3.7" [[package]] -name = "pyyaml" +name = "PyYAML" version = "6.0" description = "YAML parser and emitter for Python" category = "main" @@ -2139,7 +2142,7 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""} py = {version = "*", markers = "implementation_name == \"pypy\""} [[package]] -name = "quantlib" +name = "QuantLib" version = "1.27" description = "Python bindings for the QuantLib library" category = "main" @@ -2218,14 +2221,14 @@ scipy = ">=1.3.2" threadpoolctl = ">=2.0.0" [package.extras] -tests = ["numpydoc (>=1.2.0)", "pyamg (>=4.0.0)", "mypy (>=0.961)", "black (>=22.3.0)", "flake8 (>=3.8.2)", "pytest-cov (>=2.9.0)", "pytest (>=5.0.1)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "matplotlib (>=3.1.2)"] -examples = ["seaborn (>=0.9.0)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "matplotlib (>=3.1.2)"] -docs = ["sphinxext-opengraph (>=0.4.2)", "sphinx-prompt (>=1.3.0)", "Pillow (>=7.1.2)", "numpydoc (>=1.2.0)", "sphinx-gallery (>=0.7.0)", "sphinx (>=4.0.1)", "memory-profiler (>=0.57.0)", "seaborn (>=0.9.0)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "matplotlib (>=3.1.2)"] -benchmark = ["memory-profiler (>=0.57.0)", "pandas (>=1.0.5)", "matplotlib (>=3.1.2)"] +benchmark = ["matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "pandas (>=1.0.5)"] +docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"] +examples = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)"] +tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.2)", "mypy (>=0.961)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "pyamg (>=4.0.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.16.2)"] [[package]] name = "scipy" -version = "1.9.0" +version = "1.9.1" description = "SciPy: Scientific Library for Python" category = "main" optional = false @@ -2249,7 +2252,7 @@ pandas = ">=0.23" scipy = ">=1.0" [[package]] -name = "send2trash" +name = "Send2Trash" version = "1.8.0" description = "Send file to trash natively under Mac OS X, Windows and Linux." category = "main" @@ -2257,10 +2260,23 @@ optional = false python-versions = "*" [package.extras] -nativelib = ["pyobjc-framework-cocoa", "pywin32"] -objc = ["pyobjc-framework-cocoa"] +nativelib = ["pyobjc-framework-Cocoa", "pywin32"] +objc = ["pyobjc-framework-Cocoa"] win32 = ["pywin32"] +[[package]] +name = "setuptools" +version = "65.3.0" +description = "Easily download, build, install, upgrade, and uninstall Python packages" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.extras] +docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"] +testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"] +testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"] + [[package]] name = "setuptools-scm" version = "6.4.2" @@ -2271,6 +2287,7 @@ python-versions = ">=3.6" [package.dependencies] packaging = ">=20.0" +setuptools = "*" tomli = ">=1.0.0" [package.extras] @@ -2298,11 +2315,11 @@ scikit-learn = "*" [[package]] name = "sniffio" -version = "1.2.0" +version = "1.3.0" description = "Sniff out which async library your code is running under" category = "main" optional = false -python-versions = ">=3.5" +python-versions = ">=3.7" [[package]] name = "sortedcontainers" @@ -2337,6 +2354,7 @@ numpy = ">=1.15.0" plac = ">=0.9.6,<1.2.0" preshed = ">=3.0.2,<3.1.0" requests = ">=2.13.0,<3.0.0" +setuptools = "*" srsly = ">=1.0.2,<1.1.0" thinc = ">=7.4.1,<7.5.0" tqdm = ">=4.38.0,<5.0.0" @@ -2353,13 +2371,13 @@ cuda80 = ["cupy-cuda80 (>=5.0.0b4)"] cuda90 = ["cupy-cuda90 (>=5.0.0b4)"] cuda91 = ["cupy-cuda91 (>=5.0.0b4)"] cuda92 = ["cupy-cuda92 (>=5.0.0b4)"] -ja = ["sudachipy (>=0.4.5)", "sudachidict-core (>=20200330)"] +ja = ["sudachidict-core (>=20200330)", "sudachipy (>=0.4.5)"] ko = ["natto-py (==0.9.0)"] lookups = ["spacy-lookups-data (>=0.3.2,<0.4.0)"] th = ["pythainlp (>=2.0)"] [[package]] -name = "sqlalchemy" +name = "SQLAlchemy" version = "1.4.40" description = "Database Abstraction Library" category = "main" @@ -2370,25 +2388,25 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"} [package.extras] -aiomysql = ["greenlet (!=0.4.17)", "aiomysql"] -aiosqlite = ["typing_extensions (!=3.10.0.1)", "greenlet (!=0.4.17)", "aiosqlite"] +aiomysql = ["aiomysql", "greenlet (!=0.4.17)"] +aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"] asyncio = ["greenlet (!=0.4.17)"] -asyncmy = ["greenlet (!=0.4.17)", "asyncmy (>=0.2.3,!=0.2.4)"] +asyncmy = ["asyncmy (>=0.2.3,!=0.2.4)", "greenlet (!=0.4.17)"] mariadb_connector = ["mariadb (>=1.0.1,!=1.1.2)"] mssql = ["pyodbc"] mssql_pymssql = ["pymssql"] mssql_pyodbc = ["pyodbc"] -mypy = ["sqlalchemy2-stubs", "mypy (>=0.910)"] -mysql = ["mysqlclient (>=1.4.0,<2)", "mysqlclient (>=1.4.0)"] +mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"] +mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"] mysql_connector = ["mysql-connector-python"] -oracle = ["cx_oracle (>=7,<8)", "cx_oracle (>=7)"] +oracle = ["cx_oracle (>=7)", "cx_oracle (>=7,<8)"] postgresql = ["psycopg2 (>=2.7)"] -postgresql_asyncpg = ["greenlet (!=0.4.17)", "asyncpg"] +postgresql_asyncpg = ["asyncpg", "greenlet (!=0.4.17)"] postgresql_pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"] postgresql_psycopg2binary = ["psycopg2-binary"] postgresql_psycopg2cffi = ["psycopg2cffi"] -pymysql = ["pymysql (<1)", "pymysql"] -sqlcipher = ["sqlcipher3-binary"] +pymysql = ["pymysql", "pymysql (<1)"] +sqlcipher = ["sqlcipher3_binary"] [[package]] name = "sqlalchemy-vertica-python" @@ -2411,7 +2429,7 @@ python-versions = "*" [[package]] name = "stack-data" -version = "0.4.0" +version = "0.5.0" description = "Extract data from python stack frames and tracebacks for informative displays" category = "main" optional = false @@ -2423,7 +2441,7 @@ executing = "*" pure-eval = "*" [package.extras] -tests = ["cython", "littleutils", "pygments", "typeguard", "pytest"] +tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"] [[package]] name = "statsmodels" @@ -2443,7 +2461,7 @@ scipy = ">=1.3" [package.extras] build = ["cython (>=0.29.26)"] develop = ["cython (>=0.29.26)"] -docs = ["sphinx", "nbconvert", "jupyter-client", "ipykernel", "matplotlib", "nbformat", "numpydoc", "pandas-datareader"] +docs = ["ipykernel", "jupyter_client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"] [[package]] name = "stumpy" @@ -2459,7 +2477,7 @@ numpy = ">=1.17" scipy = ">=1.5" [package.extras] -ci = ["pandas (>=0.20.0)", "dask (>=1.2.2)", "distributed (>=1.28.1)", "coverage (>=4.5.3)", "flake8 (>=3.7.7)", 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name = "tqdm" -version = "4.64.0" +version = "4.64.1" description = "Fast, Extensible Progress Meter" category = "main" optional = false @@ -2673,8 +2691,8 @@ optional = false python-versions = ">=3.5.3" [package.extras] -doc = ["sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"] -test = ["pytest", "typing-extensions", "mypy"] +doc = ["sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] +test = ["mypy", "pytest", "typing-extensions"] [[package]] name = "typing-extensions" @@ -2702,15 +2720,15 @@ test = ["pytest (>=2.7.3)"] [[package]] name = "urllib3" -version = "1.26.11" +version = "1.26.12" description = "HTTP library with thread-safe connection pooling, file post, and more." category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, <4" [package.extras] -brotli = ["brotlicffi (>=0.8.0)", "brotli (>=1.0.9)", "brotlipy (>=0.6.0)"] -secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", 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