diff --git a/notebooks/auto-cube/content/content.mv.db b/notebooks/auto-cube/content/content.mv.db new file mode 100644 index 00000000..2585bab7 Binary files /dev/null and b/notebooks/auto-cube/content/content.mv.db differ diff --git a/notebooks/auto-cube/main-advanced.ipynb b/notebooks/auto-cube/main-advanced.ipynb index d4840d7c..b627270c 100644 --- a/notebooks/auto-cube/main-advanced.ipynb +++ b/notebooks/auto-cube/main-advanced.ipynb @@ -9,7 +9,7 @@ "\n", "[atoti](https://www.atoti.io/) is a free Python BI analytics platform for Quants, Data 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)", "flake8-docstrings (>=1.5.0)", "black (>=19.3b0)", "pytest (>=4.4.1)", "codecov"] +ci = ["black (>=19.3b0)", "codecov", "coverage (>=4.5.3)", "dask (>=1.2.2)", "distributed (>=1.28.1)", "flake8 (>=3.7.7)", "flake8-docstrings (>=1.5.0)", "pandas (>=0.20.0)", "pytest (>=4.4.1)"] [[package]] name = "tabulate" @@ -2502,7 +2520,7 @@ pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""} tornado = ">=6.1.0" [package.extras] -test = ["pre-commit", "pytest-timeout", "pytest (>=6.0)"] +test = ["pre-commit", "pytest (>=6.0)", "pytest-timeout"] [[package]] name = "textblob" @@ -2567,8 +2585,8 @@ python-versions = ">=3.6" webencodings = ">=0.4" [package.extras] -test = ["coverage", "pytest-isort", "pytest-flake8", "pytest-cov", "pytest"] -doc = ["sphinx-rtd-theme", "sphinx"] +doc = ["sphinx", "sphinx_rtd_theme"] +test = ["coverage[toml]", "pytest", "pytest-cov", "pytest-flake8", "pytest-isort"] [[package]] name = "tokenize-rt" @@ -2604,7 +2622,7 @@ python-versions = ">= 3.7" [[package]] 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", "ipaddress"] +brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"] +secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"] socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"] [[package]] @@ -2744,12 +2762,12 @@ Pillow = {version = "*", optional = true, markers = "extra == \"type_image_path\ tangled-up-in-unicode = ">=0.0.4" [package.extras] -all = ["numpy", "pandas (>=0.25.3)", "attrs (>=19.3.0)", "networkx (>=2.4)", "tangled-up-in-unicode (>=0.0.4)", "multimethod (>=1.4)", "shapely", "imagehash", "pillow", "pydot", "pygraphviz", "matplotlib"] -dev = ["setuptools (>=46.1.3)", "wheel (>=0.34.2)", "black (>=20.8b1)", "isort (>=5.0.9)", "mypy (>=0.770)", "recommonmark (>=0.6.0)", "nbsphinx", "sphinx-rtd-theme (>=0.4.3)", "sphinx-autodoc-typehints (>=1.10.3)", "ipython", "sphinx-copybutton"] -plotting = ["pydot", "pygraphviz", "matplotlib"] -test = ["matplotlib", "imagehash", "pillow", "shapely", "mypy (>=0.800)", "black (>=19.10b0)", "isort (>=5.0.9)", "big-o (>=0.10.1)", "twine (>=3.1.1)", "pydot", "pytest (>=5.2.0)", "check-manifest (>=0.41)", "pandas", "pre-commit", "pytest-spark (>=0.6.0)", "pyarrow (>=1.0.1)"] +all = ["Pillow", "attrs (>=19.3.0)", "imagehash", "matplotlib", "multimethod (>=1.4)", "networkx (>=2.4)", "numpy", "pandas (>=0.25.3)", "pydot", "pygraphviz", "shapely", "tangled-up-in-unicode (>=0.0.4)"] +dev = ["IPython", "Sphinx-copybutton", "black (>=20.8b1)", "isort (>=5.0.9)", "mypy (>=0.770)", "nbsphinx", "recommonmark (>=0.6.0)", "setuptools (>=46.1.3)", "sphinx-autodoc-typehints (>=1.10.3)", "sphinx-rtd-theme (>=0.4.3)", "wheel (>=0.34.2)"] +plotting = ["matplotlib", "pydot", "pygraphviz"] +test = ["Pillow", "big-o (>=0.10.1)", "black (>=19.10b0)", "check-manifest (>=0.41)", "imagehash", "isort (>=5.0.9)", "matplotlib", "mypy (>=0.800)", "pandas", "pre-commit", "pyarrow (>=1.0.1)", "pydot", "pytest (>=5.2.0)", "pytest-spark (>=0.6.0)", "shapely", "twine (>=3.1.1)"] type_geometry = ["shapely"] -type_image_path = ["imagehash", "pillow"] +type_image_path = ["Pillow", "imagehash"] [[package]] name = "wasabi" @@ -2788,7 +2806,7 @@ python-versions = "*" [[package]] name = "websocket-client" -version = "1.3.3" +version = "1.4.1" description = "WebSocket client for Python with low level API options" category = "main" optional = false @@ -2809,14 +2827,11 @@ python-versions = "*" [[package]] name = "widgetsnbextension" -version = "3.6.1" -description = "IPython HTML widgets for Jupyter" +version = "4.0.3" +description = "Jupyter interactive widgets for Jupyter Notebook" category = "main" optional = false -python-versions = "*" - -[package.dependencies] -notebook = ">=4.4.1" +python-versions = ">=3.7" [[package]] name = "wrapt" @@ -2828,7 +2843,7 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" [[package]] name = "xgboost" -version = "1.6.1" +version = "1.6.2" description = "XGBoost Python Package" category = "main" optional = false @@ -2839,7 +2854,7 @@ numpy = "*" scipy = "*" [package.extras] -dask = ["dask", "pandas", "distributed"] +dask = ["dask", "distributed", "pandas"] datatable = ["datatable"] pandas = ["pandas"] plotting = ["graphviz", "matplotlib"] @@ -2854,9 +2869,9 @@ optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" [package.extras] -test = ["pytest-cov", "pytest"] -docs = ["sphinx"] build = ["twine", "wheel"] +docs = ["sphinx"] +test = ["pytest", "pytest-cov"] [[package]] name = "yarl" @@ -2905,230 +2920,2431 @@ optional = false python-versions = ">=3.7" [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)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"] +docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx"] +testing = ["func-timeout", "jaraco.itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] [metadata] lock-version = "1.1" python-versions = ">=3.8.0,<3.9.7 || >3.9.7,<3.11" -content-hash = "631360184be24fddc0300abe6e66b2112570335f71a3a9af83ecc32dd57ee14a" +content-hash = "2ae47edcd2357e1c9969ac7afa2daebb7823af35879465271457f0a065b5600a" [metadata.files] -aiobotocore = [] -aiohttp = [] -aioitertools = [] -aiosignal = [] -anyio = [] -appnope = [] -argon2-cffi = [] -argon2-cffi-bindings = [] -asttokens = [] -async-timeout = [] -atoti = [] -atoti-aws = [] -atoti-azure = [] -atoti-core = [] -atoti-gcp = [] -atoti-jupyterlab = [] -atoti-kafka = [] -atoti-query = [] -attrs = [] -babel = [] -backcall = [] -beautifulsoup4 = [] -black = [] -black-nb = [] -bleach = [] -blis = [] -boto3 = [] -botocore = [] -branca = [] -catalogue = [] -certifi = [] -cffi = [] -charset-normalizer = [] -click = [] -cloudpickle = [] -colorama = [] -convertdate = [] -cycler = [] -cymem = [] -dask = [] -debugpy = [] -decorator = [] -defusedxml = [] -distributed = [] -entrypoints = [] -et-xmlfile = [] -executing = [] -fastjsonschema = [] -folium = [] -fonttools = [] -frozenlist = [] -fsspec = [] -future = [] -gluonts = [] -graphviz = [] -greenlet = [] -haversine = [] -heapdict = [] -hijri-converter = [] -holidays = [] -html5lib = [] -htmlmin = [] -idna = [] -imagehash = [] -imbalanced-learn = [] -imblearn = [] -importlib-metadata = [] -importlib-resources = [] -ipykernel = [] -ipython = [] -ipython-genutils = [] -ipywidgets = [] -jdk4py = [] -jedi = [] -jinja2 = [] -jmespath = [] -joblib = [] -json5 = [] -jsonschema = [] -jupyter-client = [] -jupyter-core = [] -jupyter-server = [] -jupyterlab = [] -jupyterlab-pygments = [] -jupyterlab-server = [] -jupyterlab-widgets = [] -kafka-python = [] -kiwisolver = [] -korean-lunar-calendar = [] -llvmlite = [] -locket = [] -lxml = [] 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