add code for analysis of data

1 files changed, 282 insertions, 0 deletions

diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/repr.py b/venv/lib/python3.8/site-packages/werkzeug/debug/repr.py
new file mode 100644
index 0000000..2bbd9d5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/debug/repr.py
@@ -0,0 +1,282 @@
+"""Object representations for debugging purposes. Unlike the default
+repr, these expose more information and produce HTML instead of ASCII.
+
+Together with the CSS and JavaScript of the debugger this gives a
+colorful and more compact output.
+"""
+
+from __future__ import annotations
+
+import codecs
+import re
+import sys
+import typing as t
+from collections import deque
+from traceback import format_exception_only
+
+from markupsafe import escape
+
+missing = object()
+_paragraph_re = re.compile(r"(?:\r\n|\r|\n){2,}")
+RegexType = type(_paragraph_re)
+
+HELP_HTML = """\
+<div class=box>
+  <h3>%(title)s</h3>
+  <pre class=help>%(text)s</pre>
+</div>\
+"""
+OBJECT_DUMP_HTML = """\
+<div class=box>
+  <h3>%(title)s</h3>
+  %(repr)s
+  <table>%(items)s</table>
+</div>\
+"""
+
+
+def debug_repr(obj: object) -> str:
+    """Creates a debug repr of an object as HTML string."""
+    return DebugReprGenerator().repr(obj)
+
+
+def dump(obj: object = missing) -> None:
+    """Print the object details to stdout._write (for the interactive
+    console of the web debugger.
+    """
+    gen = DebugReprGenerator()
+    if obj is missing:
+        rv = gen.dump_locals(sys._getframe(1).f_locals)
+    else:
+        rv = gen.dump_object(obj)
+    sys.stdout._write(rv)  # type: ignore
+
+
+class _Helper:
+    """Displays an HTML version of the normal help, for the interactive
+    debugger only because it requires a patched sys.stdout.
+    """
+
+    def __repr__(self) -> str:
+        return "Type help(object) for help about object."
+
+    def __call__(self, topic: t.Any | None = None) -> None:
+        if topic is None:
+            sys.stdout._write(f"<span class=help>{self!r}</span>")  # type: ignore
+            return
+        import pydoc
+
+        pydoc.help(topic)
+        rv = sys.stdout.reset()  # type: ignore
+        paragraphs = _paragraph_re.split(rv)
+        if len(paragraphs) > 1:
+            title = paragraphs[0]
+            text = "\n\n".join(paragraphs[1:])
+        else:
+            title = "Help"
+            text = paragraphs[0]
+        sys.stdout._write(HELP_HTML % {"title": title, "text": text})  # type: ignore
+
+
+helper = _Helper()
+
+
+def _add_subclass_info(inner: str, obj: object, base: type | tuple[type, ...]) -> str:
+    if isinstance(base, tuple):
+        for cls in base:
+            if type(obj) is cls:
+                return inner
+    elif type(obj) is base:
+        return inner
+    module = ""
+    if obj.__class__.__module__ not in ("__builtin__", "exceptions"):
+        module = f'<span class="module">{obj.__class__.__module__}.</span>'
+    return f"{module}{type(obj).__name__}({inner})"
+
+
+def _sequence_repr_maker(
+    left: str, right: str, base: type, limit: int = 8
+) -> t.Callable[[DebugReprGenerator, t.Iterable[t.Any], bool], str]:
+    def proxy(self: DebugReprGenerator, obj: t.Iterable[t.Any], recursive: bool) -> str:
+        if recursive:
+            return _add_subclass_info(f"{left}...{right}", obj, base)
+        buf = [left]
+        have_extended_section = False
+        for idx, item in enumerate(obj):
+            if idx:
+                buf.append(", ")
+            if idx == limit:
+                buf.append('<span class="extended">')
+                have_extended_section = True
+            buf.append(self.repr(item))
+        if have_extended_section:
+            buf.append("</span>")
+        buf.append(right)
+        return _add_subclass_info("".join(buf), obj, base)
+
+    return proxy
+
+
+class DebugReprGenerator:
+    def __init__(self) -> None:
+        self._stack: list[t.Any] = []
+
+    list_repr = _sequence_repr_maker("[", "]", list)
+    tuple_repr = _sequence_repr_maker("(", ")", tuple)
+    set_repr = _sequence_repr_maker("set([", "])", set)
+    frozenset_repr = _sequence_repr_maker("frozenset([", "])", frozenset)
+    deque_repr = _sequence_repr_maker(
+        '<span class="module">collections.</span>deque([', "])", deque
+    )
+
+    def regex_repr(self, obj: t.Pattern[t.AnyStr]) -> str:
+        pattern = repr(obj.pattern)
+        pattern = codecs.decode(pattern, "unicode-escape", "ignore")
+        pattern = f"r{pattern}"
+        return f're.compile(<span class="string regex">{pattern}</span>)'
+
+    def string_repr(self, obj: str | bytes, limit: int = 70) -> str:
+        buf = ['<span class="string">']
+        r = repr(obj)
+
+        # shorten the repr when the hidden part would be at least 3 chars
+        if len(r) - limit > 2:
+            buf.extend(
+                (
+                    escape(r[:limit]),
+                    '<span class="extended">',
+                    escape(r[limit:]),
+                    "</span>",
+                )
+            )
+        else:
+            buf.append(escape(r))
+
+        buf.append("</span>")
+        out = "".join(buf)
+
+        # if the repr looks like a standard string, add subclass info if needed
+        if r[0] in "'\"" or (r[0] == "b" and r[1] in "'\""):
+            return _add_subclass_info(out, obj, (bytes, str))
+
+        # otherwise, assume the repr distinguishes the subclass already
+        return out
+
+    def dict_repr(
+        self,
+        d: dict[int, None] | dict[str, int] | dict[str | int, int],
+        recursive: bool,
+        limit: int = 5,
+    ) -> str:
+        if recursive:
+            return _add_subclass_info("{...}", d, dict)
+        buf = ["{"]
+        have_extended_section = False
+        for idx, (key, value) in enumerate(d.items()):
+            if idx:
+                buf.append(", ")
+            if idx == limit - 1:
+                buf.append('<span class="extended">')
+                have_extended_section = True
+            buf.append(
+                f'<span class="pair"><span class="key">{self.repr(key)}</span>:'
+                f' <span class="value">{self.repr(value)}</span></span>'
+            )
+        if have_extended_section:
+            buf.append("</span>")
+        buf.append("}")
+        return _add_subclass_info("".join(buf), d, dict)
+
+    def object_repr(self, obj: t.Any) -> str:
+        r = repr(obj)
+        return f'<span class="object">{escape(r)}</span>'
+
+    def dispatch_repr(self, obj: t.Any, recursive: bool) -> str:
+        if obj is helper:
+            return f'<span class="help">{helper!r}</span>'
+        if isinstance(obj, (int, float, complex)):
+            return f'<span class="number">{obj!r}</span>'
+        if isinstance(obj, str) or isinstance(obj, bytes):
+            return self.string_repr(obj)
+        if isinstance(obj, RegexType):
+            return self.regex_repr(obj)
+        if isinstance(obj, list):
+            return self.list_repr(obj, recursive)
+        if isinstance(obj, tuple):
+            return self.tuple_repr(obj, recursive)
+        if isinstance(obj, set):
+            return self.set_repr(obj, recursive)
+        if isinstance(obj, frozenset):
+            return self.frozenset_repr(obj, recursive)
+        if isinstance(obj, dict):
+            return self.dict_repr(obj, recursive)
+        if isinstance(obj, deque):
+            return self.deque_repr(obj, recursive)
+        return self.object_repr(obj)
+
+    def fallback_repr(self) -> str:
+        try:
+            info = "".join(format_exception_only(*sys.exc_info()[:2]))
+        except Exception:
+            info = "?"
+        return (
+            '<span class="brokenrepr">'
+            f"&lt;broken repr ({escape(info.strip())})&gt;</span>"
+        )
+
+    def repr(self, obj: object) -> str:
+        recursive = False
+        for item in self._stack:
+            if item is obj:
+                recursive = True
+                break
+        self._stack.append(obj)
+        try:
+            try:
+                return self.dispatch_repr(obj, recursive)
+            except Exception:
+                return self.fallback_repr()
+        finally:
+            self._stack.pop()
+
+    def dump_object(self, obj: object) -> str:
+        repr = None
+        items: list[tuple[str, str]] | None = None
+
+        if isinstance(obj, dict):
+            title = "Contents of"
+            items = []
+            for key, value in obj.items():
+                if not isinstance(key, str):
+                    items = None
+                    break
+                items.append((key, self.repr(value)))
+        if items is None:
+            items = []
+            repr = self.repr(obj)
+            for key in dir(obj):
+                try:
+                    items.append((key, self.repr(getattr(obj, key))))
+                except Exception:
+                    pass
+            title = "Details for"
+        title += f" {object.__repr__(obj)[1:-1]}"
+        return self.render_object_dump(items, title, repr)
+
+    def dump_locals(self, d: dict[str, t.Any]) -> str:
+        items = [(key, self.repr(value)) for key, value in d.items()]
+        return self.render_object_dump(items, "Local variables in frame")
+
+    def render_object_dump(
+        self, items: list[tuple[str, str]], title: str, repr: str | None = None
+    ) -> str:
+        html_items = []
+        for key, value in items:
+            html_items.append(f"<tr><th>{escape(key)}<td><pre class=repr>{value}</pre>")
+        if not html_items:
+            html_items.append("<tr><td><em>Nothing</em>")
+        return OBJECT_DUMP_HTML % {
+            "title": escape(title),
+            "repr": f"<pre class=repr>{repr if repr else ''}</pre>",
+            "items": "\n".join(html_items),
+        }