Pydap-3.2.2/0000775000175000017500000000000013111405714013660 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/0000775000175000017500000000000013111405714014447 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/0000775000175000017500000000000013111405714015564 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/lib.py0000664000175000017500000002165113111210026016677 0ustar hieberthiebert00000000000000"""Basic functions related to the DAP spec.""" import operator from pkg_resources import get_distribution from six.moves.urllib.parse import quote as quote_ from six.moves import reduce, zip_longest from six import binary_type, MAXSIZE from .exceptions import ConstraintExpressionError __dap__ = '2.15' __version__ = get_distribution("Pydap").version START_OF_SEQUENCE = b'\x5a\x00\x00\x00' END_OF_SEQUENCE = b'\xa5\x00\x00\x00' STRING = '|S128' DEFAULT_TIMEOUT = 120 # 120 seconds = 2 minutes NUMPY_TO_DAP2_TYPEMAP = { 'd': 'Float64', 'f': 'Float32', 'h': 'Int16', 'H': 'UInt16', 'i': 'Int32', 'l': 'Int32', 'q': 'Int32', 'I': 'UInt32', 'L': 'UInt32', 'Q': 'UInt32', # DAP2 does not support signed bytes. # Its Byte type is unsigned and thus corresponds # to numpy's 'B'. # The consequence is that there is no natural way # in DAP2 to represent numpy's 'b' type. # Ideally, DAP2 would have a signed Byte type # and an unsigned UByte type and we would have the # following mapping: {'b': 'Byte', 'B': 'UByte'} # but this not how the protocol has been defined. # This means that numpy's 'b' must be mapped to Int16 # and data must be upconverted in the DODS response. 'b': 'Int16', 'B': 'Byte', # There are no boolean types in DAP2. Upconvert to # Byte: '?': 'Byte', 'S': 'String', # Map numpy's 'U' to String b/c # DAP2 does not explicitly support unicode. 'U': 'String' } # DAP2 demands big-endian 32 bytes signed integers # www.opendap.org/pdf/dap_2_data_model.pdf # Before pydap 3.2.2, length was # big-endian 32 bytes UNSIGNED integers: # DAP2_ARRAY_LENGTH_NUMPY_TYPE = '>I' # Since pydap 3.2.2, the length type is accurate: DAP2_ARRAY_LENGTH_NUMPY_TYPE = '>i' DAP2_TO_NUMPY_RESPONSE_TYPEMAP = { 'Float64': '>d', 'Float32': '>f', # This is a weird aspect of the DAP2 specification. # For backward-compatibility, Int16 and UInt16 are # encoded as 32 bits integers in the response, # respectively: 'Int16': '>i', 'UInt16': '>I', 'Int32': '>i', 'UInt32': '>I', # DAP2 does not support signed bytes. # It's Byte type is unsigned and thus corresponds # to numpy 'B'. # The consequence is that there is no natural way # in DAP2 to represent numpy's 'b' type. # Ideally, DAP2 would have a signed Byte type # and a usigned UByte type and we would have the # following mapping: {'Byte': 'b', 'UByte': 'B'} # but this not how the protocol has been defined. # This means that DAP2 Byte is unsigned and must be # mapped to numpy's 'B' type, usigned byte. 'Byte': 'B', # Map String to numpy's string type 'S' b/c # DAP2 does not explicitly support unicode. 'String': 'S', 'URL': 'S', # # These two types are not DAP2 but it is useful # to include them for compatiblity with other # data sources: 'Int': '>i', 'UInt': '>I', } # Typemap from lower case DAP2 types to # numpy dtype string with specified endiannes. # Here, the endianness is very important: LOWER_DAP2_TO_NUMPY_PARSER_TYPEMAP = { 'float64': '>d', 'float32': '>f', 'int16': '>h', 'uint16': '>H', 'int32': '>i', 'uint32': '>I', 'byte': 'B', 'string': STRING, 'url': STRING, 'int': '>i', 'uint': '>I', } def quote(name): """Return quoted name according to the DAP specification. >>> quote("White space") 'White%20space' >>> quote("Period.") 'Period%2E' """ safe = '%_!~*\'-"' return quote_(name.encode('utf-8'), safe=safe).replace('.', '%2E') def encode(obj): """Return an object encoded to its DAP representation.""" try: return '%.6g' % obj except: return '"{0}"'.format(obj) def fix_slice(slice_, shape): """Return a normalized slice. This function returns a slice so that it has the same length of `shape`, and no negative indexes, if possible. This is based on this document: http://docs.scipy.org/doc/numpy/reference/arrays.indexing.html """ # convert `slice_` to a tuple if not isinstance(slice_, tuple): slice_ = (slice_,) # expand Ellipsis and make `slice_` at least as long as `shape` expand = len(shape) - len(slice_) out = [] for s in slice_: if s is Ellipsis: out.extend((slice(None),) * (expand+1)) expand = 0 else: out.append(s) slice_ = tuple(out) + (slice(None),) * expand out = [] for s, n in zip(slice_, shape): if isinstance(s, int): if s < 0: s += n out.append(s) else: k = s.step or 1 i = s.start if i is None: i = 0 elif i < 0: i += n j = s.stop if (j is None or j > n): j = n elif j < 0: j += n out.append(slice(i, j, k)) return tuple(out) def combine_slices(slice1, slice2): """Return two tuples of slices combined sequentially. These two should be equal: x[ combine_slices(s1, s2) ] == x[s1][s2] """ out = [] for exp1, exp2 in zip_longest( slice1, slice2, fillvalue=slice(None)): if isinstance(exp1, int): exp1 = slice(exp1, exp1+1) if isinstance(exp2, int): exp2 = slice(exp2, exp2+1) start = (exp1.start or 0) + (exp2.start or 0) step = (exp1.step or 1) * (exp2.step or 1) if exp1.stop is None and exp2.stop is None: stop = None elif exp1.stop is None: stop = (exp1.start or 0) + exp2.stop elif exp2.stop is None: stop = exp1.stop else: stop = min(exp1.stop, (exp1.start or 0) + exp2.stop) out.append(slice(start, stop, step)) return tuple(out) def hyperslab(slice_): """Return a DAP representation of a multidimensional slice.""" if not isinstance(slice_, tuple): slice_ = [slice_] else: slice_ = list(slice_) while slice_ and slice_[-1] == slice(None): slice_.pop(-1) return ''.join('[%s:%s:%s]' % ( s.start or 0, s.step or 1, (s.stop or MAXSIZE)-1) for s in slice_) def walk(var, type=object): """Yield all variables of a given type from a dataset. The iterator returns also the parent variable. """ if isinstance(var, type): yield var for child in var.children(): for var in walk(child, type): yield var def fix_shorthand(projection, dataset): """Fix shorthand notation in the projection. Some clients request variables by their name, not by the id. This is called the "shorthand notation", and it has to be fixed. This function will return a new projection with no shorthand calls. """ out = [] for var in projection: if len(var) == 1 and var[0][0] not in list(dataset.keys()): token, slice_ = var.pop(0) for child in walk(dataset): if token == child.name: if var: raise ConstraintExpressionError( 'Ambiguous shorthand notation request: %s' % token) var = [ (parent, ()) for parent in child.id.split('.')[:-1] ] + [(token, slice_)] out.append(var) return out def get_var(dataset, id_): """Given an id, return the corresponding variable from the dataset.""" tokens = id_.split('.') return reduce(operator.getitem, [dataset] + tokens) def decode_np_strings(numpy_var): """Given a fixed-width numpy string, decode it to a unicode type""" if isinstance(numpy_var, binary_type) and hasattr(numpy_var, 'tostring'): return numpy_var.tostring().decode('utf-8') else: return numpy_var def load_from_entry_point_relative(r, package): try: loaded = getattr(__import__(r.module_name .replace(package + '.', '', 1), globals(), None, [r.attrs[0]], 1), r.attrs[0]) return r.name, loaded except ImportError: # This is only used in handlers testing: return r.name, r.load() class StreamReader(object): """Class to allow reading a `urllib3.HTTPResponse`.""" def __init__(self, stream): self.stream = stream self.buf = bytearray() def read(self, n): """Read and return `n` bytes.""" while len(self.buf) < n: bytes_read = next(self.stream) self.buf.extend(bytes_read) out = bytes(self.buf[:n]) self.buf = self.buf[n:] return out class BytesReader(object): """Class to allow reading a `bytes` object.""" def __init__(self, data): self.data = data def read(self, n): """Read and return `n` bytes.""" out = self.data[:n] self.data = self.data[n:] return out Pydap-3.2.2/src/pydap/wsgi/0000775000175000017500000000000013111405714016535 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/wsgi/functions.py0000664000175000017500000001410313110635621021117 0ustar hieberthiebert00000000000000"""Server-side functions for Pydap. Pydap maps function calls in the request URL to functions defined through entry points. For example, Pydap defines an entry point on the group "pydap.function" with the name "density"; from ``setup.py``: [pydap.function] density = pydap.wsgi.functions.density When a DAP client makes a request to the URL calling this function: ?cast.oxygen&density(cast.salt,cast.temp,cast.press)>1024 Pydap will call the ``density`` function passing the dataset itself as the first argument, followed by the variables from the sequence "cast". New functions can be defined in third-party modules. Simply create a package and declare the entry point in its ``setup.py`` file. The server will automatically discover the new functions from the system. """ from datetime import datetime, timedelta import re import numpy as np import coards import gsw from ..model import SequenceType, GridType, BaseType from ..lib import walk from ..exceptions import ConstraintExpressionError, ServerError def density(dataset, salinity, temperature, pressure): """Calculate in-situ density. This function calculated in-situ density from absolute salinity and conservative temperature, using the `gsw.rho` function. Returns a new sequence with the data. """ # find sequence for sequence in walk(dataset, SequenceType): break else: raise ConstraintExpressionError( 'Function "bounds" should be used on a Sequence.') selection = sequence[salinity.name, temperature.name, pressure.name] rows = [tuple(row) for row in selection.iterdata()] data = np.rec.fromrecords( rows, names=['salinity', 'temperature', 'pressure']) rho = gsw.rho(data['salinity'], data['temperature'], data['pressure']) out = SequenceType("result") out['rho'] = BaseType("rho", units="kg/m**3") out.data = np.rec.fromrecords(rho.reshape(-1, 1), names=['rho']) return out density.__version__ = "0.1" def bounds(dataset, xmin, xmax, ymin, ymax, zmin, zmax, tmin, tmax): r"""Bound a sequence in space and time. This function is used by GrADS to access Sequences, eg: http://server.example.com/dataset.dods?sequence& \ bounds(0,360,-90,90,500,500,00Z01JAN1970,00Z01JAN1970) We assume the dataset has only a single Sequence, which will be returned modified in place. """ # find sequence for sequence in walk(dataset, SequenceType): break # get first sequence else: raise ConstraintExpressionError( 'Function "bounds" should be used on a Sequence.') for child in sequence.children(): if child.attributes.get('axis', '').lower() == 'x': if xmin == xmax: sequence.data = sequence[child == xmin].data else: sequence.data = sequence[ (child >= xmin) & (child <= xmax)].data elif child.attributes.get('axis', '').lower() == 'y': if ymin == ymax: sequence.data = sequence[child == ymin].data else: sequence.data = sequence[ (child >= ymin) & (child <= ymax)].data elif child.attributes.get('axis', '').lower() == 'z': if zmin == zmax: sequence.data = sequence[child == zmin].data else: sequence.data = sequence[ (child >= zmin) & (child <= zmax)].data elif child.attributes.get('axis', '').lower() == 't': start = datetime.strptime(tmin, '%HZ%d%b%Y') end = datetime.strptime(tmax, '%HZ%d%b%Y') units = child.attributes.get('units', 'seconds since 1970-01-01') # if start and end are equal, add the step if start == end and 'grads_step' in child.attributes: dt = parse_step(child.attributes['grads_step']) end = start + dt tmin = coards.format(start, units) tmax = coards.format(end, units) sequence.data = sequence[ (child >= tmin) & (child < tmax)].data else: tmin = coards.format(start, units) tmax = coards.format(end, units) sequence.data = sequence[ (child >= tmin) & (child <= tmax)].data return sequence bounds.__version__ = "1.0" def parse_step(step): """Parse a GrADS time step returning a timedelta.""" value, units = re.search(r'(\d+)(.*)', step).groups() value = int(value) if units.lower() == 'mn': return timedelta(minutes=value) if units.lower() == 'hr': return timedelta(hours=value) if units.lower() == 'dy': return timedelta(days=value) if units.lower() == 'mo': raise NotImplementedError('Need to implement month time step') if units.lower() == 'yr': raise NotImplementedError('Need to implement year time step') raise ServerError('Unknown units: "%s".' % units) def mean(dataset, var, axis=0): """Calculate the mean of an array along a given axis. The input variable should be either a ``GridType`` or ``BaseType``. The function will return an object of the same type with the mean applied. """ if not isinstance(var, (GridType, BaseType)): raise ConstraintExpressionError( 'Function "mean" should be used on an array or grid.') axis = int(axis) dims = tuple(dim for i, dim in enumerate(var.dimensions) if i != axis) # process basetype if isinstance(var, BaseType): return BaseType( name=var.name, data=np.mean(var.data[:], axis=axis), dimensions=dims, attributes=var.attributes) # process grid out = GridType(name=var.name, attributes=var.attributes) out[var.array.name] = BaseType( name=var.array.name, data=np.mean(var.array.data[:], axis=axis), dimensions=dims, attributes=var.array.attributes) for dim in dims: out[dim] = BaseType( name=dim, data=var[dim].data[:], dimensions=(dim,), attributes=var[dim].attributes) return out mean.__version__ = "1.0" Pydap-3.2.2/src/pydap/wsgi/__init__.py0000664000175000017500000000007013105357414020651 0ustar hieberthiebert00000000000000__import__('pkg_resources').declare_namespace(__name__) Pydap-3.2.2/src/pydap/wsgi/app.py0000664000175000017500000002007713111403046017671 0ustar hieberthiebert00000000000000"""A file-based Pydap server running on Gunicorn. Usage: pydap [options] Options: -h --help Show this help message and exit --version Show version -i --init DIR Create directory with templates -b ADDRESS --bind ADDRESS The ip to listen to [default: 127.0.0.1] -p PORT --port PORT The port to connect [default: 8001] -d DIR --data DIR The directory with files [default: .] -t DIR --templates DIR The directory with templates --worker-class=CLASS Gunicorn worker class [default: sync] """ import os import re import mimetypes from datetime import datetime import shutil from jinja2 import Environment, PackageLoader, FileSystemLoader, ChoiceLoader from webob import Response from webob.dec import wsgify from webob.exc import HTTPNotFound, HTTPForbidden from webob.static import FileApp, DirectoryApp import pkg_resources from six.moves.urllib.parse import unquote from six import string_types from ..lib import __version__ from ..handlers.lib import get_handler, load_handlers from ..exceptions import ExtensionNotSupportedError from .ssf import ServerSideFunctions class DapServer(object): """A directory app that creates file listings and handle DAP requests.""" def __init__(self, path, templates=None): self.path = os.path.abspath(path) # the default loader reads templates from the package loaders = [PackageLoader("pydap.wsgi", "templates")] # optionally, the user can also specify a template directory that will # override the default templates; this should have precedence over the # default templates if templates is not None: loaders.insert(0, FileSystemLoader(templates)) # set the rendering environment; this is also used by pydap responses # that need to render templates (like HTML, WMS, KML, etc.) self.env = Environment(loader=ChoiceLoader(loaders)) self.env.filters["datetimeformat"] = datetimeformat self.env.filters["unquote"] = unquote # cache available handlers, so we don't need to load them every request self.handlers = load_handlers() @wsgify def __call__(self, req): """WSGI application callable. Returns either a file download, directory listing or DAP response. """ path = os.path.abspath( os.path.join(self.path, *req.path_info.split("/"))) if not path.startswith(self.path): return HTTPForbidden() elif os.path.exists(path): if os.path.isdir(path): return self.index(path, req) else: return FileApp(path) # strip DAP extension (``.das``, eg) and see if the file exists base, ext = os.path.splitext(path) if os.path.isfile(base): req.environ["pydap.jinja2.environment"] = self.env app = ServerSideFunctions(get_handler(base, self.handlers)) return req.get_response(app) else: return HTTPNotFound(comment=path) def index(self, directory, req): """Return a directory listing.""" content = [ os.path.join(directory, name) for name in os.listdir(directory)] files = [{ "name": os.path.split(path)[1], "size": os.path.getsize(path), "last_modified": datetime.fromtimestamp(os.path.getmtime(path)), "supported": supported(path, self.handlers), } for path in content if os.path.isfile(path)] files.sort(key=lambda d: alphanum_key(d["name"])) directories = [{ "name": os.path.split(path)[1], "last_modified": datetime.fromtimestamp(os.path.getmtime(path)), } for path in content if os.path.isdir(path)] directories.sort(key=lambda d: alphanum_key(d["name"])) tokens = req.path_info.split("/")[1:] breadcrumbs = [{ "url": "/".join([req.application_url] + tokens[:i+1]), "title": token, } for i, token in enumerate(tokens) if token] context = { "root": req.application_url, "location": req.path_url, "breadcrumbs": breadcrumbs, "directories": directories, "files": files, "version": __version__, } template = self.env.get_template("index.html") return Response( body=template.render(context), content_type="text/html", charset="utf-8") def supported(filepath, handlers=None): """Test if a file has a corresponding handler. Returns a boolean. """ try: get_handler(filepath, handlers) return True except ExtensionNotSupportedError: return False def alphanum_key(s): """Parse a string, returning a list of string and number chunks. >>> alphanum_key("z23a") ['z', 23, 'a'] Useful for sorting names in a natural way. From http://nedbatchelder.com/blog/200712.html#e20071211T054956 """ def tryint(s): try: return int(s) except: return s return [tryint(c) for c in re.split('([0-9]+)', s)] def datetimeformat(value, format='%Y-%m-%d %H:%M:%S'): """Return a formatted datetime object.""" return value.strftime(format) class StaticMiddleware(object): """WSGI middleware for static assets. The assets can be either specified as a directory, or retrieved from a Python package. Inspired by ``werkezeug.wsgi.SharedDataMiddleware``. """ def __init__(self, app, static): self.app = app self.static = static @wsgify def __call__(self, req): if req.path_info_peek() != "static": return req.get_response(self.app) # strip "/static" req.path_info_pop() # statically serve the directory if isinstance(self.static, string_types): return req.get_response(DirectoryApp(self.static)) # otherwise, load resource from package package, resource_path = self.static resource = os.path.join(resource_path, *req.path_info.split('/')) if not pkg_resources.resource_exists(package, resource): return HTTPNotFound(req.path_info) content_type, content_encoding = mimetypes.guess_type(resource) return Response( body=pkg_resources.resource_string(package, resource), content_type=content_type, content_encoding=content_encoding) def init(directory): """Create directory with default templates.""" # copy main templates templates = pkg_resources.resource_filename("pydap.wsgi", "templates") shutil.copytree(templates, directory) # copy templates from HTML response for resource in pkg_resources.resource_listdir( "pydap.responses.html", "templates"): path = pkg_resources.resource_filename( "pydap.responses.html", "templates/{0}".format(resource)) shutil.copy(path, directory) def main(): # pragma: no cover """Run server from the command line.""" import multiprocessing from docopt import docopt from gunicorn.app.pasterapp import PasterServerApplication arguments = docopt(__doc__, version="Pydap %s" % __version__) # init templates? if arguments["--init"]: init(arguments["--init"]) return # create pydap app data, templates = arguments["--data"], arguments["--templates"] app = DapServer(data, templates) # configure app so that is reads static assets from the template directory # or from the package if templates and os.path.exists(os.path.join(templates, "static")): static = os.path.join(templates, "static") else: static = ("pydap.wsgi", "templates/static") app = StaticMiddleware(app, static) # configure WSGI server workers = multiprocessing.cpu_count() * 2 + 1 PasterServerApplication( app, host=arguments["--bind"], port=int(arguments["--port"]), workers=workers, worker_class=arguments["--worker-class"]).run() if __name__ == "__main__": main() Pydap-3.2.2/src/pydap/wsgi/ssf.py0000664000175000017500000001520413110635621017705 0ustar hieberthiebert00000000000000"""An implementation of server-side functions. Pydap implements DAP server-side functions throught a custom WSGI middleware. This simplifies writing custom handlers, since they don't need to parse and apply the function calls themselves. """ import re import operator import ast from webob import Request from pkg_resources import iter_entry_points import numpy as np from six.moves import reduce, map from six import string_types from ..model import DatasetType, SequenceType from ..parsers import parse_ce from ..lib import walk, fix_shorthand, load_from_entry_point_relative from ..handlers.lib import BaseHandler, apply_projection from ..exceptions import ServerError FUNCTION = re.compile(r'([^(]*)\((.*)\)') RELOP = re.compile(r'(<=|<|>=|>|=~|=|!=)') def load_functions(): """Load all available functions from the system, returning a dictionary.""" # Relative import of functions: package = 'pydap' entry_points = 'pydap.function' base_dict = dict(load_from_entry_point_relative(r, package) for r in iter_entry_points(entry_points) if r.module_name.startswith(package)) opts_dict = dict((r.name, r.load()) for r in iter_entry_points(entry_points) if not r.module_name.startswith(package)) base_dict.update(opts_dict) return base_dict class ServerSideFunctions(object): """A WebOb based middleware for handling server-side function calls. The middleware works by removing function calls from the request, forwarding the request to Pydap, and then applying the functions calls to the returned dataset. """ def __init__(self, app, **kwargs): self.app = app self.functions = load_functions() self.functions.update(kwargs) def __call__(self, environ, start_response): # specify that we want the parsed dataset environ['x-wsgiorg.want_parsed_response'] = True req = Request(environ) projection, selection = parse_ce(req.query_string) # check if there are any functions calls in the request called = ( any(s for s in selection if FUNCTION.match(s)) or any(p for p in projection if isinstance(p, string_types))) # ignore DAS requests and requests without functions path, response = req.path.rsplit('.', 1) if response == 'das' or not called: return self.app(environ, start_response) # apply selection without any function calls req.query_string = '&'.join( s for s in selection if not FUNCTION.match(s)) res = req.get_response(self.app) # get the dataset method = getattr(res.app_iter, 'x_wsgiorg_parsed_response', False) if not method: raise ServerError("Unable to call server-side function!") dataset = method(DatasetType) # apply selection containing server-side functions selection = (s for s in selection if FUNCTION.match(s)) for expr in selection: if RELOP.search(expr): call, op, other = RELOP.split(expr) op = { '<': operator.lt, '>': operator.gt, '!=': operator.ne, '=': operator.eq, '>=': operator.ge, '<=': operator.le, '=~': lambda a, b: re.match(b, a), }[op] other = ast.literal_eval(other) else: call, op, other = expr, operator.eq, 1 # evaluate the function call sequence = eval_function(dataset, call, self.functions) # is this an inplace call? for var in walk(dataset, SequenceType): if sequence is var: break else: # get the data from the resulting variable, and use it to # constrain the original dataset child = list(sequence.children())[0] data = np.fromiter(child.data, child.dtype) if data.dtype.char == "S": valid = np.array( list(map(lambda v: op(str(v), str(other)), data)), bool) else: valid = op(data, other) for sequence in walk(dataset, SequenceType): sequence.data = np.rec.fromrecords( [tuple(row) for row in sequence.iterdata()], names=list(sequence.keys()))[valid] # now apply projection if projection: projection = fix_shorthand(projection, dataset) base = [p for p in projection if not isinstance(p, string_types)] func = [p for p in projection if isinstance(p, string_types)] # apply non-function projection out = apply_projection(base, dataset) # apply function projection for call in func: var = eval_function(dataset, call, self.functions) for child in walk(var): parent = reduce( operator.getitem, [out] + child.id.split('.')[:-1]) if child.name not in parent.keys(): parent[child.name] = child break dataset = out # Return the original response (DDS, DAS, etc.) path, response = req.path.rsplit('.', 1) res = BaseHandler.responses[response](dataset) return res(environ, start_response) def eval_function(dataset, function, functions): """Evaluate a given function on a dataset. This function parses and evaluates a (possibly nested) function call, returning its result. """ name, args = FUNCTION.match(function).groups() def tokenize(input): start = pos = count = 0 for char in input: if char == '(': count += 1 elif char == ')': count -= 1 elif char == ',' and count == 0: yield input[start:pos] start = pos+1 pos += 1 yield input[start:] def parse(token): if FUNCTION.match(token): return eval_function(dataset, token, functions) else: try: names = re.sub(r'\[.*?\]', '', str(token)).split('.') return reduce(operator.getitem, [dataset] + names) except: try: return ast.literal_eval(token) except: return token args = map(parse, tokenize(args)) func = functions[name] return func(dataset, *args) Pydap-3.2.2/src/pydap/wsgi/templates/0000775000175000017500000000000013111405714020533 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/wsgi/templates/static/0000775000175000017500000000000013111405714022022 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/wsgi/templates/static/style.css0000664000175000017500000000304413105357414023703 0ustar hieberthiebert00000000000000body { font-size: 86%; margin: 0 auto; line-height: 1.7em; } a, .pure-menu a { color: #15c; } .header { margin: 0 0; } .header .pure-menu { padding: 0.5em; } .header .pure-menu li a:hover, .header .pure-menu li a:focus { background: none; border: none; } .content { margin-top: 3.5em; } .footer { background: #111; color: #666; text-align: center; padding: 0.5em; font-size: 80%; } .footer a { color: #888; } .icon-fixed-width { width: 1.28571429em; display: inline-block; text-align: center; } .pydap-listing { margin: 0; width: 100%; } .dap, .dap a { color: #aaa; font-size: 90%; visibility: hidden; } tbody tr { border-left: 4px solid #fff; } tbody tr:hover { border-left: 4px solid #15c; } tbody tr:hover td { background-color: #fafafa; } tbody tr:hover td .dap, tbody tr:hover td .dap a { visibility: visible; } div.attributes { font-size: 90%; } dl { padding-top: 1.65em; } dt { width: 9em; text-align: right; color: #999; overflow: hidden; } dd { position: relative; margin: -1.65em 0 0 10em; } dd.value { white-space: pre; } div.form { padding: 1.0em; } div.nested { margin-left: -8em; clear: left; } fieldset { clear: left; } .pure-button-submit { color: white; border-radius: 4px; text-shadow: 0 1px 1px rgba(0, 0, 0, 0.2); } .pure-button-submit { background: rgb(28, 184, 65); /* this is a green */ } Pydap-3.2.2/src/pydap/wsgi/templates/index.html0000664000175000017500000000436413105357414022545 0ustar hieberthiebert00000000000000{% extends "base.html" %} {% block title %}Index of {{ location }}{% endblock %} {% block breadcrumbs %} {% endblock %} {% block content %} {% for directory in directories %} {% endfor %} {% for file in files %} {% if file.supported %} {% elif file.name.endswith(".html") %} {% else %} {% endif %} {% endfor %}
Name Size Last modified
{{ directory.name }}/ – {{ directory.last_modified|datetimeformat }}
{{ file.name }} dds | das {{ file.name }} {{ file.name }} {{ file.size|filesizeformat}} {{ file.last_modified|datetimeformat }}
{% endblock %} Pydap-3.2.2/src/pydap/wsgi/templates/base.html0000664000175000017500000000434113105357414022343 0ustar hieberthiebert00000000000000 {% block title %}{% endblock %}
Home {% block breadcrumbs %}{% endblock %}
{% block content %}{% endblock %}
{% block footer %}

, released under the MIT license (c) 2003–2013 Roberto De Almeida.

{% endblock %}
Pydap-3.2.2/src/pydap/parsers/0000775000175000017500000000000013111405714017243 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/parsers/__init__.py0000664000175000017500000001175613110635621021367 0ustar hieberthiebert00000000000000"""Parsing related functions. This module defines functions to parse DAP objects, including a base parser for DDS and DAS responses. """ import re import operator import ast from six.moves.urllib.parse import unquote from six.moves import map from ..exceptions import ConstraintExpressionError from ..lib import get_var def parse_projection(input): """Split a projection into items. The function takes into account server-side functions, and parse slices into Python slice objects. Returns a list of names and slices. """ def tokenize(input): start = pos = count = 0 for char in input: if char == '(': count += 1 elif char == ')': count -= 1 elif char == ',' and count == 0: yield input[start:pos] start = pos+1 pos += 1 yield input[start:] def parse(token): if '(' not in token: token = token.split('.') token = [ re.match(r'(.*?)(\[.*\])?$', part).groups() for part in token] token = [ (name, parse_hyperslab(slice_ or '')) for (name, slice_) in token] return token return list(map(parse, tokenize(input))) def parse_selection(expression, dataset): """Parse a selection expression into its elements. This function will parse a selection expression into three tokens: two variables or values and a comparison operator. Variables are returned as Pydap objects from a given dataset, while values are parsed using ``ast.literal_eval``. """ id1, op, id2 = re.split('(<=|>=|!=|=~|>|<|=)', expression, 1) op = { '<=': operator.le, '>=': operator.ge, '!=': operator.ne, '=': operator.eq, '>': operator.gt, '<': operator.lt, }[op] try: id1 = get_var(dataset, id1) except: id1 = ast.literal_eval(id1) try: id2 = get_var(dataset, id2) except: id2 = ast.literal_eval(id2) return id1, op, id2 def parse_ce(query_string): """Extract the projection and selection from the QUERY_STRING. >>> parse_ce('a,b[0:2:9],c&a>1&b<2') # doctest: +NORMALIZE_WHITESPACE ([[('a', ())], [('b', (slice(0, 10, 2),))], [('c', ())]], ['a>1', 'b<2']) >>> parse_ce('a>1&b<2') ([], ['a>1', 'b<2']) This function can also handle function calls in the URL, according to the DAP specification: >>> ce = 'time&bounds(0,360,-90,90,0,500,00Z01JAN1970,00Z04JAN1970)' >>> print(parse_ce(ce)) # doctest: +NORMALIZE_WHITESPACE ([[('time', ())]], ['bounds(0,360,-90,90,0,500,00Z01JAN1970,00Z04JAN1970)']) >>> ce = 'time,bounds(0,360,-90,90,0,500,00Z01JAN1970,00Z04JAN1970)' >>> print(parse_ce(ce)) # doctest: +NORMALIZE_WHITESPACE ([[('time', ())], 'bounds(0,360,-90,90,0,500,00Z01JAN1970,00Z04JAN1970)'], []) >>> parse_ce('mean(g,0)') (['mean(g,0)'], []) >>> parse_ce('mean(mean(g.a,1),0)') (['mean(mean(g.a,1),0)'], []) Returns a tuple with the projection and the selection. """ tokens = [token for token in unquote(query_string).split('&') if token] if not tokens: projection = [] selection = [] elif re.search('<=|>=|!=|=~|>|<|=', tokens[0]): projection = [] selection = tokens else: projection = parse_projection(tokens[0]) selection = tokens[1:] return projection, selection def parse_hyperslab(hyperslab): """Parse a hyperslab, returning a Python tuple of slices.""" exprs = [expr for expr in hyperslab[1:-1].split('][') if expr] out = [] for expr in exprs: tokens = list(map(int, expr.split(':'))) start = tokens[0] step = 1 if len(tokens) == 1: stop = start + 1 elif len(tokens) == 2: stop = tokens[1] + 1 elif len(tokens) == 3: step = tokens[1] stop = tokens[2] + 1 else: raise ConstraintExpressionError("Invalid hyperslab %s" % hyperslab) out.append(slice(start, stop, step)) return tuple(out) class SimpleParser(object): """A very simple parser.""" def __init__(self, input, flags=0): self.buffer = input self.flags = flags def peek(self, regexp): """Check if a token is present and return it.""" p = re.compile(regexp, self.flags) m = p.match(self.buffer) if m: token = m.group() else: token = '' return token def consume(self, regexp): """Consume a token from the buffer and return it.""" p = re.compile(regexp, self.flags) m = p.match(self.buffer) if m: token = m.group() self.buffer = self.buffer[len(token):] else: raise Exception("Unable to parse token: %s" % self.buffer[:10]) return token Pydap-3.2.2/src/pydap/parsers/das.py0000664000175000017500000001010213111210026020344 0ustar hieberthiebert00000000000000"""A parser for the Dataset Attribute Structure (DAS) response. This module implements a DAS parser. The ``parse_das`` function will convert a DAS response into a dictionary of attributes, which can be applied to an existing dataset using the ``add_attributes`` function. """ import re import ast import operator from six.moves import reduce from . import SimpleParser from ..lib import walk class DASParser(SimpleParser): """A parser for the Dataset Attribute Structure response.""" def __init__(self, das): super(DASParser, self).__init__( das, re.IGNORECASE | re.VERBOSE | re.DOTALL) def consume(self, regexp): """Return a token from the buffer. Not that it will Ignore white space when consuming tokens. """ token = super(DASParser, self).consume(regexp) self.buffer = self.buffer.lstrip() return token def parse(self): """Start the parsing, returning a nested dictionary of attributes.""" out = {} self.consume('attributes') self.container(out) return out def container(self, target): """Collect the attributes for a DAP variable.""" self.consume('{') while not self.peek('}'): if self.peek(r'[^\s]+\s+{'): name = self.consume(r'[^\s]+') target[name] = {} self.container(target[name]) else: name, values = self.attribute() target[name] = values self.consume('}') def attribute(self): """Parse attributes. The function will parse attributes from the DAS, converting them to the corresponding Python object. Returns the name of the attribute and the attribute(s). """ type = self.consume(r'[^\s]+') name = self.consume(r'[^\s]+') values = [] while not self.peek(';'): value = self.consume( r''' "" # empty attribute | # or ".*?[^\\]" # from quote up to an unquoted quote | # or [^;,]+ # up to semicolon or comma ''' ) if type.lower() in ['string', 'url']: value = str(value).strip('"') elif value.lower() in ['nan', 'nan.', '-nan']: value = float('nan') else: value = ast.literal_eval(value) values.append(value) if self.peek(','): self.consume(',') self.consume(';') if len(values) == 1: values = values[0] return name, values def parse_das(das): """Parse the DAS, returning nested dictionaries.""" return DASParser(das).parse() def add_attributes(dataset, attributes): """Add attributes from a parsed DAS to a dataset. Returns the dataset with added attributes. """ dataset.attributes['NC_GLOBAL'] = attributes.get('NC_GLOBAL', {}) dataset.attributes['DODS_EXTRA'] = attributes.get('DODS_EXTRA', {}) for var in list(walk(dataset))[::-1]: # attributes can be flat, eg, "foo.bar" : {...} if var.id in attributes: var.attributes.update(attributes.pop(var.id)) # or nested, eg, "foo" : { "bar" : {...} } try: nested = reduce( operator.getitem, [attributes] + var.id.split('.')[:-1]) k = var.id.split('.')[-1] value = nested.pop(k) except KeyError: pass else: try: var.attributes.update(value) except (TypeError, ValueError): # This attribute should be given to the parent. # Keep around: nested.update({k: value}) # add attributes that don't belong to any child for k, v in attributes.items(): dataset.attributes[k] = v return dataset Pydap-3.2.2/src/pydap/parsers/dds.py0000664000175000017500000001073613111210026020364 0ustar hieberthiebert00000000000000"""A DDS parser.""" import re import numpy as np from . import SimpleParser from ..model import (DatasetType, BaseType, SequenceType, StructureType, GridType) from ..lib import (quote, LOWER_DAP2_TO_NUMPY_PARSER_TYPEMAP) constructors = ('grid', 'sequence', 'structure') name_regexp = r'[\w%!~"\'\*-]+' def DAP2_parser_typemap(type_string): """ This function takes a numpy dtype object and returns a dtype object that is compatible with the DAP2 specification. """ dtype_str = LOWER_DAP2_TO_NUMPY_PARSER_TYPEMAP[type_string.lower()] return np.dtype(dtype_str) class DDSParser(SimpleParser): """A parser for the DDS.""" def __init__(self, dds): super(DDSParser, self).__init__(dds, re.IGNORECASE) self.dds = dds def consume(self, regexp): """Consume and return a token.""" token = super(DDSParser, self).consume(regexp) self.buffer = self.buffer.lstrip() return token def parse(self): """Parse the DAS, returning a dataset.""" dataset = DatasetType('nameless') self.consume('dataset') self.consume('{') while not self.peek('}'): var = self.declaration() dataset[var.name] = var self.consume('}') dataset.name = quote(self.consume('[^;]+')) dataset._set_id(dataset.name) self.consume(';') return dataset def declaration(self): """Parse and return a declaration.""" token = self.peek(r'\w+').lower() map = { 'grid': self.grid, 'sequence': self.sequence, 'structure': self.structure, } method = map.get(token, self.base) return method() def base(self): """Parse a base variable, returning a ``BaseType``.""" data_type_string = self.consume('\w+') parser_dtype = DAP2_parser_typemap(data_type_string) name = quote(self.consume('[^;\[]+')) shape, dimensions = self.dimensions() self.consume(';') data = DummyData(parser_dtype, shape) var = BaseType(name, data, dimensions=dimensions) return var def dimensions(self): """Parse variable dimensions, returning tuples of dimensions/names.""" shape = [] names = [] while not self.peek(';'): self.consume(r'\[') token = self.consume(name_regexp) if self.peek('='): names.append(token) self.consume('=') token = self.consume(r'\d+') shape.append(int(token)) self.consume(r'\]') return tuple(shape), tuple(names) def sequence(self): """Parse a DAS sequence, returning a ``SequenceType``.""" sequence = SequenceType('nameless') self.consume('sequence') self.consume('{') while not self.peek('}'): var = self.declaration() sequence[var.name] = var self.consume('}') sequence.name = quote(self.consume('[^;]+')) self.consume(';') return sequence def structure(self): """Parse a DAP structure, returning a ``StructureType``.""" structure = StructureType('nameless') self.consume('structure') self.consume('{') while not self.peek('}'): var = self.declaration() structure[var.name] = var self.consume('}') structure.name = quote(self.consume('[^;]+')) self.consume(';') return structure def grid(self): """Parse a DAP grid, returning a ``GridType``.""" grid = GridType('nameless') self.consume('grid') self.consume('{') self.consume('array') self.consume(':') array = self.base() grid[array.name] = array self.consume('maps') self.consume(':') while not self.peek('}'): var = self.base() grid[var.name] = var self.consume('}') grid.name = quote(self.consume('[^;]+')) self.consume(';') return grid def build_dataset(dds): """Return a dataset object from a DDS representation.""" return DDSParser(dds).parse() class DummyData(object): def __init__(self, dtype, shape): self.dtype = dtype self.shape = shape Pydap-3.2.2/src/pydap/net.py0000664000175000017500000000773013111210026016721 0ustar hieberthiebert00000000000000from webob.request import Request from webob.exc import HTTPError from contextlib import closing import requests from requests.exceptions import (MissingSchema, InvalidSchema, Timeout) from six.moves.urllib.parse import urlsplit, urlunsplit from .lib import DEFAULT_TIMEOUT def GET(url, application=None, session=None, timeout=DEFAULT_TIMEOUT): """Open a remote URL returning a webob.response.Response object Optional parameters: session: a requests.Session() object (potentially) containing authentication cookies. Optionally open a URL to a local WSGI application """ if application: _, _, path, query, fragment = urlsplit(url) url = urlunsplit(('', '', path, query, fragment)) return follow_redirect(url, application=application, session=session, timeout=timeout) def raise_for_status(response): # Raise error if status is above 300: if response.status_code >= 300: raise HTTPError( detail=response.status+'\n'+response.text, headers=response.headers, comment=response.body ) def follow_redirect(url, application=None, session=None, timeout=DEFAULT_TIMEOUT): """ This function essentially performs the following command: >>> Request.blank(url).get_response(application) # doctest: +SKIP It however makes sure that the request possesses the same cookies and headers as the passed session. """ req = create_request(url, session=session, timeout=timeout) return req.get_response(application) def create_request(url, session=None, timeout=DEFAULT_TIMEOUT): if session is not None: # If session is set and cookies were loaded using pydap.cas.get_cookies # using the check_url option, then we can legitimately expect that # the connection will go through seamlessly. However, there might be # redirects that might want to modify the cookies. Webob is not # really up to the task here. The approach used here is to # piggy back on the requests library and use it to fetch the # head of the requested url. Requests will follow redirects and # adjust the cookies as needed. We can then use the final url and # the final cookies to set up a webob Request object that will # be guaranteed to have all the needed credentials: return create_request_from_session(url, session, timeout=timeout) else: # If a session object was not passed, we simply pass a new # requests.Session() object. The requests library allows the # handling of redirects that are not naturally handled by Webob. return create_request_from_session(url, requests.Session(), timeout=timeout) def create_request_from_session(url, session, timeout=DEFAULT_TIMEOUT): try: # Use session to follow redirects: with closing(session.head(url, allow_redirects=True, timeout=timeout)) as head: req = Request.blank(head.url) req.environ['webob.client.timeout'] = timeout # Get cookies from head: cookies_dict = head.cookies.get_dict() # Set request cookies to the head cookies: req.headers['Cookie'] = ','.join(name + '=' + cookies_dict[name] for name in cookies_dict) # Set the headers to the session headers: for item in head.request.headers: req.headers[item] = head.request.headers[item] return req except (MissingSchema, InvalidSchema): # Missing schema can occur in tests when the url # is not pointing to any resource. Simply pass. req = Request.blank(url) req.environ['webob.client.timeout'] = timeout return req except Timeout: raise HTTPError('Timeout') Pydap-3.2.2/src/pydap/cas/0000775000175000017500000000000013111405714016332 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/cas/esgf.py0000664000175000017500000000315713105357414017644 0ustar hieberthiebert00000000000000from six.moves.urllib.parse import quote_plus from . import get_cookies def setup_session(openid, password, username=None, check_url=None, session=None, verify=False): """ A special call to get_cookies.setup_session that is tailored for ESGF credentials. username should only be necessary for a CEDA openid. """ session = get_cookies.setup_session(_uri(openid), username=username, password=password, check_url=check_url, session=session, verify=verify) # Connections can be kept alive on the ESGF: session.headers.update([('Connection', 'keep-alive')]) return session def _uri(openid): ''' Create ESGF authentication url. This function might be sensitive to a future evolution of the ESGF security. ''' def generate_url(dest_url): dest_node = _get_node(dest_url) try: url = (dest_node + '/esg-orp/j_spring_openid_security_check.htm?' 'openid_identifier=' + quote_plus(openid)) except TypeError: raise UserWarning('OPENID was not set. ' 'ESGF connection cannot succeed.') if _get_node(openid) == 'https://ceda.ac.uk': return [url, None] else: return url return generate_url def _get_node(url): return '/'.join(url.split('/')[:3]).replace('http:', 'https:') Pydap-3.2.2/src/pydap/cas/__init__.py0000664000175000017500000000000013105357414020437 0ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/cas/urs.py0000664000175000017500000000141713105357414017526 0ustar hieberthiebert00000000000000from . import get_cookies def setup_session(username, password, check_url=None, session=None, verify=True): """ A special call to get_cookies.setup_session that is tailored for URS EARTHDATA at NASA credentials. """ if session is not None: # URS connections cannot be kept alive at the moment. session.headers.update({'Connection': 'close'}) session = get_cookies.setup_session('https://urs.earthdata.nasa.gov', username=username, password=password, session=session, check_url=check_url, verify=verify) return session Pydap-3.2.2/src/pydap/cas/get_cookies.py0000664000175000017500000001406313111210026021171 0ustar hieberthiebert00000000000000from bs4 import BeautifulSoup from six.moves.urllib.parse import urlsplit, urlunsplit import warnings import requests from requests.packages.urllib3.exceptions import (InsecureRequestWarning, InsecurePlatformWarning) import copy from .. import lib ssl_verify_categories = [InsecureRequestWarning, InsecurePlatformWarning] def setup_session(uri, username=None, password=None, check_url=None, session=None, verify=True, username_field='username', password_field='password'): ''' A general function to set-up requests session with cookies using beautifulsoup and by calling the right url. ''' if session is None: # Connections must be closed since some CAS # will cough when connections are kept alive: headers = [('User-agent', 'Pydap/{}'.format(lib.__version__)), ('Connection', 'close')] session = requests.Session() session.headers.update(headers) if uri is None: return session if not verify: verify_flag = session.verify session.verify = False if isinstance(uri, str): url = uri else: url = uri(check_url) if password is None or password == '': warnings.warn('password was not set. ' 'this was likely unintentional ' 'but will result is much fewer datasets.') if not verify: session.verify = verify_flag return session # Allow for several subsequent security layers: full_url = copy.copy(url) if isinstance(full_url, list): url = full_url[0] with warnings.catch_warnings(): if not verify: # Catch warnings. It is assumed that the # user that explicitly uses verify=False # is either fully aware of the risks # or cannot avoid the risks because of # an improperly configured server. # This error will usually occur with # ESGF authentication. for category in ssl_verify_categories: warnings.filterwarnings("ignore", category=category) response = soup_login(session, url, username, password, username_field=username_field, password_field=password_field) # If there are further security levels. # At the moment only used for CEDA OPENID: if (isinstance(full_url, list) and len(full_url) > 1): for url in full_url[1:]: response = soup_login(session, response.url, username, password, username_field=None, password_field=None) response.close() if check_url: if (username is not None and password is not None): res = session.get(check_url, auth=(username, password)) if res.status_code == 401: res = session.get(res.url, auth=(username, password)) res.close() raise_if_form_exists(check_url, session) if not verify: session.verify = verify_flag return session def raise_if_form_exists(url, session): """ This function raises a UserWarning if the link has forms """ user_warning = ('Navigate to {0}, '.format(url) + 'login and follow instructions. ' 'It is likely that you have to perform some one-time ' 'registration steps before acessing this data.') resp = session.get(url) soup = BeautifulSoup(resp.content, 'lxml') if len(soup.select('form')) > 0: raise UserWarning(user_warning) def soup_login(session, url, username, password, username_field='username', password_field='password'): resp = session.get(url) soup = BeautifulSoup(resp.content, 'lxml') login_form = soup.select('form')[0] def get_to_url(current_url, to_url): split_current = urlsplit(current_url) split_to = urlsplit(to_url) comb = [val2 if val1 == '' else val1 for val1, val2 in zip(split_to, split_current)] return urlunsplit(comb) to_url = get_to_url(resp.url, login_form.get('action')) session.headers['Referer'] = resp.url payload = {} if username_field is not None: if len(login_form.findAll('input', {'name': username_field})) > 0: payload.update({username_field: username}) if password_field is not None: if len(login_form.findAll('input', {'name': password_field})) > 0: payload.update({password_field: password}) else: # If there is no password_field, it might be because # something should be handled in the browser # for the first attempt. This is common when using # pydap with the ESGF for the first time. raise Exception('Navigate to {0}. ' 'If you are unable to ' 'login, you must either ' 'wait or use authentication ' 'from another service.' .format(url)) # Replicate all other fields: for input in login_form.findAll('input'): if (input.get('name') not in payload and input.get('name') is not None): payload.update({input.get('name'): input.get('value')}) # Remove other submit fields: submit_type = 'submit' submit_names = [input.get('name') for input in login_form.findAll('input', {'type': submit_type})] for input in login_form.findAll('input', {'type': submit_type}): if ('submit' in submit_names and input.get('name').lower() != 'submit'): payload.pop(input.get('name'), None) return session.post(to_url, data=payload) Pydap-3.2.2/src/pydap/__init__.py0000664000175000017500000000014713105357414017705 0ustar hieberthiebert00000000000000''' Declare the namespace ``pydap`` here. ''' __import__('pkg_resources').declare_namespace(__name__) Pydap-3.2.2/src/pydap/exceptions.py0000664000175000017500000000176113105357414020332 0ustar hieberthiebert00000000000000"""DAP exceptions. These exceptions are mostly used by the server. When an exception is captured, proper error message is displayed (according to the DAP 2.0 spec), with information about the exception. """ class DapError(Exception): """Base DAP exception.""" def __init__(self, value): self.value = value def __str__(self): return repr(self.value) class ClientError(DapError): """Generic error with the client.""" pass class ServerError(DapError): """Generic error with the server.""" pass class ConstraintExpressionError(ServerError): """Exception raised when an invalid constraint expression is given.""" pass class HandlerError(DapError): """Generic error with a handler.""" pass class ExtensionNotSupportedError(HandlerError): """Exception raised when opening a file not supported by any handlers.""" pass class OpenFileError(HandlerError): """Exception raised when unable to open a file.""" pass Pydap-3.2.2/src/pydap/client.py0000664000175000017500000001432413111210026017406 0ustar hieberthiebert00000000000000""" Pydap client. This module contains functions to access DAP servers. The most common use is to open a dataset by its canonical URL, ie, without any DAP related extensions like dds/das/dods/html. Here is an example: >>> from pydap.client import open_url >>> dataset = open_url("http://test.pydap.org/coads.nc") This will return a `DatasetType` object, which is a container for lazy evaluated objects. Data is downloaded automatically when arrays are sliced or when sequences are iterated. It is also possible to download data directly from a dods (binary) response. This allows calling server-specific functions, like those supported by the Ferret and the GrADS data servers: >>> from pydap.client import open_dods >>> dataset = open_dods( ... "http://test.pydap.org/coads.nc.dods", ... metadata=True) Setting the `metadata` flag will also request the das response, populating the dataset with the corresponding metadata. If the dods response has already been downloaded, it is possible to open it as if it were a remote dataset. Optionally, it is also possible to specify a das response: >>> from pydap.client import open_file >>> dataset = open_file( ... "/path/to/file.dods", "/path/to/file.das") #doctest: +SKIP Remote datasets opened with `open_url` can call server functions. Pydap has a lazy mechanism for function call, supporting any function. Eg, to call the `geogrid` function on the server: >>> dataset = open_url( ... 'http://test.opendap.org/dap/data/nc/coads_climatology.nc') >>> new_dataset = dataset.functions.geogrid(dataset.SST, 10, 20, -10, 60) >>> print(new_dataset.SST.SST.shape) #doctest: +SKIP (12, 12, 21) """ from io import open, BytesIO from six.moves.urllib.parse import urlsplit, urlunsplit from .model import DapType from .lib import encode, DEFAULT_TIMEOUT from .net import GET, raise_for_status from .handlers.dap import DAPHandler, unpack_data, StreamReader from .parsers.dds import build_dataset from .parsers.das import parse_das, add_attributes def open_url(url, application=None, session=None, output_grid=True, timeout=DEFAULT_TIMEOUT): """ Open a remote URL, returning a dataset. set output_grid to False to retrieve only main arrays and never retrieve coordinate axes. """ dataset = DAPHandler(url, application, session, output_grid, timeout).dataset # attach server-side functions dataset.functions = Functions(url, application, session) return dataset def open_file(dods, das=None): """Open a file downloaded from a `.dods` response, returning a dataset. Optionally, read also the `.das` response to assign attributes to the dataset. """ dds = '' # This file contains both ascii _and_ binary data # Let's handle them separately in sequence # Without ignoring errors, the IO library will # actually read past the ascii part of the # file (despite our break from iteration) and # will error out on the binary data with open(dods, "rt", buffering=1, encoding='ascii', newline='\n', errors='ignore') as f: for line in f: if line.strip() == 'Data:': break dds += line dataset = build_dataset(dds) pos = len(dds) + len('Data:\n') with open(dods, "rb") as f: f.seek(pos) dataset.data = unpack_data(f, dataset) if das is not None: with open(das) as f: add_attributes(dataset, parse_das(f.read())) return dataset def open_dods(url, metadata=False, application=None, session=None, timeout=DEFAULT_TIMEOUT): """Open a `.dods` response directly, returning a dataset.""" r = GET(url, application, session, timeout=timeout) raise_for_status(r) dds, data = r.body.split(b'\nData:\n', 1) dds = dds.decode(r.content_encoding or 'ascii') dataset = build_dataset(dds) stream = StreamReader(BytesIO(data)) dataset.data = unpack_data(stream, dataset) if metadata: scheme, netloc, path, query, fragment = urlsplit(url) dasurl = urlunsplit( (scheme, netloc, path[:-4] + 'das', query, fragment)) r = GET(dasurl, application, session, timeout=timeout) raise_for_status(r) das = r.text add_attributes(dataset, parse_das(das)) return dataset class Functions(object): """Proxy for server-side functions.""" def __init__(self, baseurl, application=None, session=None): self.baseurl = baseurl self.application = application self.session = session def __getattr__(self, attr): return ServerFunction(self.baseurl, attr, self.application, self.session) class ServerFunction(object): """A proxy for a server-side function. Instead of returning datasets, the function will return a proxy object, allowing nested requests to be performed on the server. """ def __init__(self, baseurl, name, application=None, session=None): self.baseurl = baseurl self.name = name self.application = application self.session = None def __call__(self, *args): params = [] for arg in args: if isinstance(arg, (DapType, ServerFunctionResult)): params.append(arg.id) else: params.append(encode(arg)) id_ = self.name + '(' + ','.join(params) + ')' return ServerFunctionResult(self.baseurl, id_, self.application, self.session) class ServerFunctionResult(object): """A proxy for the result from a server-side function call.""" def __init__(self, baseurl, id_, application=None, session=None): self.id = id_ self.dataset = None self.application = application self.session = session scheme, netloc, path, query, fragment = urlsplit(baseurl) self.url = urlunsplit((scheme, netloc, path + '.dods', id_, None)) def __getitem__(self, key): if self.dataset is None: self.dataset = open_dods(self.url, True, self.application, self.session) return self.dataset[key] def __getattr__(self, name): return self[name] Pydap-3.2.2/src/pydap/server/0000775000175000017500000000000013111405714017072 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/server/__init__.py0000664000175000017500000000000013110635621021172 0ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/server/devel.py0000664000175000017500000001001713110635621020543 0ustar hieberthiebert00000000000000from webob.request import Request from webob.exc import HTTPError import threading import time import math import numpy as np import socket from wsgiref.simple_server import make_server from ..handlers.lib import BaseHandler from ..model import BaseType, DatasetType from ..wsgi.ssf import ServerSideFunctions DefaultDataset = DatasetType("Default") DefaultDataset["byte"] = BaseType("byte", np.arange(5, dtype="B")) DefaultDataset["string"] = BaseType("string", np.array(["one", "two"])) DefaultDataset["short"] = BaseType("short", np.array(1, dtype="h")) def get_open_port(): # http://stackoverflow.com/questions/2838244/ # get-open-tcp-port-in-python/2838309#2838309 s = socket.socket(socket.AF_INET, socket.SOCK_STREAM) s.bind(("", 0)) s.listen(1) port = s.getsockname()[1] s.close() return port def run_simple_server(port, application): application = ServerSideFunctions(application) return make_server('0.0.0.0', port, application) class LocalTestServer: """ Simple server instance that can be used to test pydap. Relies on threading and is usually slow (it has to start and shutdown which typically takes ~2 sec). Usage: >>> import numpy as np >>> from pydap.handlers.lib import BaseHandler >>> from pydap.model import DatasetType, BaseType >>> DefaultDataset = DatasetType("Default") >>> DefaultDataset["byte"] = BaseType("byte", np.arange(5, dtype="B")) >>> DefaultDataset["string"] = BaseType("string", np.array(["one", "two"])) >>> DefaultDataset["short"] = BaseType("short", np.array(1, dtype="h")) >>> DefaultDataset >>> application = BaseHandler(DefaultDataset) >>> from pydap.client import open_url As an instance: >>> with LocalTestServer(application) as server: ... dataset = open_url("http://localhost:%s" % server.port) ... dataset ... print(dataset['byte'].data[:]) ... print(dataset['string'].data[:]) ... print(dataset['short'].data[:]) [0 1 2 3 4] [b'one' b'two'] 1 Or by managing connection and deconnection: >>> server = LocalTestServer(application) >>> server.start() >>> dataset = open_url("http://localhost:%s" % server.port) >>> dataset >>> print(dataset['byte'].data[:]) [0 1 2 3 4] >>> server.shutdown() """ def __init__(self, application=BaseHandler(DefaultDataset), port=None, wait=0.5, polling=1e-2): self._port = port or get_open_port() self.application = application self._wait = wait self._polling = polling def start(self): # Start a simple WSGI server: self.httpd = run_simple_server(self.port, self.application) self.server_process = (threading .Thread(target=self.httpd.serve_forever, kwargs={'poll_interval': 1e-2})) self.server_process.start() # Poll the server ok = False for trial in range(int(math.ceil(self._wait/self._polling))): try: resp = (Request .blank("http://0.0.0.0:%s/.dds" % self.port) .get_response()) ok = (resp.status_code == 200) except HTTPError: pass if ok: break time.sleep(self._polling) if not ok: raise Exception(('LocalTestServer did not start in {0}s. ' 'Try using LocalTestServer(..., wait={1}') .format(self._wait, 2*self._wait)) @property def port(self): return self._port def __enter__(self): self.start() return self def shutdown(self): # Shutdown the server: self.httpd.shutdown() self.server_process.join() def __exit__(self, *_): self.shutdown() Pydap-3.2.2/src/pydap/responses/0000775000175000017500000000000013111405714017605 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/responses/version.py0000664000175000017500000000303013110635621021641 0ustar hieberthiebert00000000000000"""Response with information about Pydap version.""" import sys from six import text_type from webob import Response from json import dumps from pkg_resources import iter_entry_points from ..lib import __version__, __dap__ class VersionResponse(object): """A specialized response for debugging. This is a special response used to display information about the server. """ __version__ = __version__ def __init__(self, dataset): output = { "pydap": __version__, "dap": __dap__, "handlers": dict( (ep.name, getattr(ep.load(), "__version__", "Unknown")) for ep in iter_entry_points("pydap.handler") ), "responses": dict( (ep.name, getattr(ep.load(), "__version__", "Unknown")) for ep in iter_entry_points("pydap.response") ), "functions": dict( (ep.name, getattr(ep.load(), "__version__", "Unknown")) for ep in iter_entry_points("pydap.function") ), "python": sys.version, } self.body = dumps(output, indent=4) def __call__(self, environ, start_response): res = Response() res.text = text_type(self.body) res.status = '200 OK' res.content_type = 'application/json' res.charset = 'utf-8' res.headers.add('Content-description', 'dods_version') res.headers.add('XDODS-Server', 'pydap/%s' % __version__) return res(environ, start_response) Pydap-3.2.2/src/pydap/responses/lib.py0000664000175000017500000000606613110635621020736 0ustar hieberthiebert00000000000000"""Fundamental functions for Pydap responses. Pydap responses are WSGI applications that convert a dataset into different representations, like the DDS, DAS and DODS responses described in the DAP specification. In addition to the official responses, Pydap also has responses that generate KML, WMS, JSON, etc., installed as third-party Python packages that declare the "pydap.response" entry point. """ from pkg_resources import iter_entry_points from ..model import DatasetType from ..lib import __version__, load_from_entry_point_relative def load_responses(): """Load all available responses from the system, returning a dictionary.""" # Relative import of responses: package = 'pydap' entry_points = 'pydap.response' base_dict = dict(load_from_entry_point_relative(r, package) for r in iter_entry_points(entry_points) if r.module_name.startswith(package)) opts_dict = dict((r.name, r.load()) for r in iter_entry_points(entry_points) if not r.module_name.startswith(package)) base_dict.update(opts_dict) return base_dict class BaseResponse(object): """A base class for Pydap responses. A Pydap response is a WSGI application that converts a dataset into any other representation. The most know responses are the DDS, DAS and DODS responses from the DAP spec, which describe the dataset structure, attributes and data, respectively. According to the WSGI specification, WSGI applications must returned an iterable object when called. While this is traditionally a list of strings representing an HTML response, this is not the case for Pydap. Pydap will return an object (the response instance itself), which is an iterable that yields the corresponding output (a DDS response, eg). In practice, this means that the generation of the response is delayed until the data is being sent to the client. But since the response object also carries the original dataset, this means it's possible to write WSGI middleware that modifies the dataset directly. A WSGI middleware can add additional metadata to a dataset, eg, by adding attributes directly to the dataset object, without having to generate a new response. """ def __init__(self, dataset): self.dataset = dataset self.headers = [ ('XDODS-Server', 'pydap/%s' % __version__), ] def __call__(self, environ, start_response): start_response('200 OK', self.headers) return self def x_wsgiorg_parsed_response(self, type): r"""Avoid serialization of datasets. This function will return the contained dataset if ``type`` is a ``pydap.model.DatasetType`` object. Based on this proposal: http://wsgi.readthedocs.org/en/latest/specifications/ \ avoiding_serialization.html """ if type is DatasetType: return self.dataset def __iter__(self): raise NotImplementedError( 'Subclasses must implement __iter__') Pydap-3.2.2/src/pydap/responses/__init__.py0000664000175000017500000000007013105357414021721 0ustar hieberthiebert00000000000000__import__('pkg_resources').declare_namespace(__name__) Pydap-3.2.2/src/pydap/responses/ascii.py0000664000175000017500000000440013110635621021246 0ustar hieberthiebert00000000000000"""The ASCII response. The ASCII response is an unnoficial response used to return the data as ASCII. Pydap's implementation is reverse engineered from the official server. """ try: from functools import singledispatch except ImportError: from singledispatch import singledispatch import copy import numpy as np from six.moves import zip from ..model import (BaseType, SequenceType, StructureType) from ..lib import encode, __version__ from .lib import BaseResponse from .dds import dds class ASCIIResponse(BaseResponse): """The ASCII response.""" __version__ = __version__ def __init__(self, dataset): BaseResponse.__init__(self, dataset) self.headers.extend([ ('Content-description', 'dods_ascii'), ('Content-type', 'text/plain; charset=ascii'), ]) def __iter__(self): for line in dds(self.dataset): yield line.encode('ascii') yield (45 * '-' + '\n').encode('ascii') for line in ascii(self.dataset): yield line.encode('ascii') @singledispatch def ascii(var, printname=True): """A single dispatcher for the ASCII response.""" raise StopIteration @ascii.register(SequenceType) def _sequenctype(var, printname=True): yield ', '.join([child.id for child in var.children()]) yield '\n' for rec in var.iterdata(): out = copy.copy(var) out.__class__ = StructureType out.data = rec for i, line in enumerate(ascii(out, printname=False)): line = line.strip() if line and i > 0: yield ', ' yield line yield '\n' @ascii.register(StructureType) def _structuretype(var, printname=True): for child in var.children(): for line in ascii(child, printname): yield line yield '\n' @ascii.register(BaseType) def _basetype(var, printname=True): if printname: yield var.id yield '\n' if not getattr(var, "shape", ()): yield encode(var.data) else: for indexes, value in zip(np.ndindex(var.shape), var.data.flat): yield "{indexes} {value}\n".format( indexes="[" + "][".join([str(idx) for idx in indexes]) + "]", value=encode(value)) Pydap-3.2.2/src/pydap/responses/html/0000775000175000017500000000000013111405714020551 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/responses/html/__init__.py0000664000175000017500000000650013110635621022664 0ustar hieberthiebert00000000000000"""HTML DAP response This is a simple HTML response that allows that to be analysed on the browser. The user can select a subset of the data and download in different formats. """ from jinja2 import Environment, PackageLoader, ChoiceLoader from webob import Response from webob.dec import wsgify from webob.exc import HTTPSeeOther from six.moves.urllib.parse import unquote from ..lib import BaseResponse from ...lib import __version__ class HTMLResponse(BaseResponse): """A simple HTML response for browsing and downloading data.""" __version__ = __version__ def __init__(self, dataset): BaseResponse.__init__(self, dataset) self.headers.extend([ ("Content-description", "dods_form"), ("Content-type", "text/html; charset=utf-8"), ]) # our default environment; we need to include the base template from # pydap as well since our template extends it self.loaders = [ PackageLoader("pydap.responses.html", "templates"), PackageLoader("pydap.wsgi", "templates"), ] @wsgify def __call__(self, req): # if request is a post we should redict to ASCII response if req.method == "POST": return self.redirect(req) # check if the server has specified a render environment; if it has, # make a copy and add our loaders to it if "pydap.jinja2.environment" in req.environ: env = req.environ["pydap.jinja2.environment"].overlay() env.loader = ChoiceLoader([ loader for loader in [env.loader] + self.loaders if loader]) else: env = Environment(loader=ChoiceLoader(self.loaders)) env.filters["unquote"] = unquote template = env.get_template("html.html") tokens = req.path_info.split("/")[1:] breadcrumbs = [{ "url": "/".join([req.application_url] + tokens[:i+1]), "title": token, } for i, token in enumerate(tokens) if token] context = { "root": req.application_url, "location": req.path_url, "breadcrumbs": breadcrumbs, "dataset": self.dataset, "version": __version__, } return Response( body=template.render(context), headers=self.headers) def redirect(self, req): """Return a redirect to the ASCII response.""" projection, selection = [], [] for k in req.params: # selection if k.startswith("var1_") and req.params[k] != "--": name = k[5:] tokens = ( req.params[k], req.params["op_%s" % name], req.params["var2_%s" % name]) selection.append("".join(tokens)) # projection if req.params[k] == "on": tokens = [k] i = 0 while "%s[%d]" % (k, i) in req.params: tokens.append("[%s]" % req.params["%s[%d]" % (k, i)]) i += 1 projection.append("".join(tokens)) # send to ASCII response location = "{0}.ascii?{1}&{2}".format( req.path_url[:-5], ",".join(projection), "&".join(selection)).rstrip("?&") return HTTPSeeOther(location=location) Pydap-3.2.2/src/pydap/responses/html/templates/0000775000175000017500000000000013111405714022547 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/responses/html/templates/macros.html0000664000175000017500000000547713105357414024744 0ustar hieberthiebert00000000000000{% macro dispatch(var) %}

{{ var.id|unquote }}

{% if var.__class__.__name__ == "GridType" %} {{ attributes(var.attributes) }}
{% for name in var.maps %}
{% endfor %}
{% elif var.__class__.__name__ == "BaseType" %} {{ attributes(var.attributes) }} {% if var.shape %}
{% for shp in var.shape %} {% if shp > 0 %} {% else %} {% endif %} {% endfor %}
{% endif %} {% elif var.__class__.__name__ == "SequenceType" %} {{ attributes(var.attributes) }}
Filter where
{% for child in var.children() %} {{ dispatch(child) }} {% endfor %} {% else %} {{ attributes(var.attributes) }}
{% for child in var.children() %} {{ dispatch(child) }} {% endfor %}
{% endif %} {% endmacro %} {% macro attributes(d) %}
{% for k, v in d.items() %}
{{ k }}
{% if v is mapping %}
{{ attributes(v) }}
{% elif v is sequence and not v is string %}
{{ v|join(", ") }}
{% else %}
{{ v }}
{% endif %} {% endfor %}
{% endmacro %} Pydap-3.2.2/src/pydap/responses/html/templates/html.html0000664000175000017500000000237513105357414024416 0ustar hieberthiebert00000000000000{% extends "base.html" %} {% from "macros.html" import dispatch %} {% block title %}Dataset {{ location }}{% endblock %} {% block breadcrumbs %} {% endblock %} {% block content %}
{{ dispatch(dataset) }}
{% endblock %} Pydap-3.2.2/src/pydap/responses/error.py0000664000175000017500000000231613110635621021313 0ustar hieberthiebert00000000000000"""Pydap error response. Pydap will capture exceptions returned by the system and return them properly formated as a DAP error response. """ from traceback import print_exception from webob import Response from six import StringIO, text_type from ..lib import encode, __version__ class ErrorResponse(object): """A specialized response for errors. This is a special response used when an exception is captured and passed to the user as an Opendap error message: """ def __init__(self, info): # get exception message buf = StringIO() print_exception(*info, file=buf) message = encode(buf.getvalue()) # build error message code = getattr(info[0], 'code', -1) self.body = text_type('''Error {{ code = {0}; message = {1}; }}''').format(code, message) def __call__(self, environ, start_response): res = Response() res.text = self.body res.status = '500 Internal Error' res.content_type = 'text/plain' res.charset = 'utf-8' res.headers.add('Content-description', 'dods_error') res.headers.add('XDODS-Server', 'pydap/%s' % __version__) return res(environ, start_response) Pydap-3.2.2/src/pydap/responses/dods.py0000664000175000017500000002161213111210026021100 0ustar hieberthiebert00000000000000"""The DODS response. This is the DAP response that carries data. The response comes with a DDS header describing the structure of the data, followed by the data encoded as XDR. Even though Python has a library for XDR encoding/decoding, the DODS response uses Numpy directly since it's faster. """ import copy import numpy as np from six import string_types from ..model import (BaseType, SequenceType, StructureType) from ..lib import (walk, START_OF_SEQUENCE, END_OF_SEQUENCE, __version__, NUMPY_TO_DAP2_TYPEMAP, DAP2_TO_NUMPY_RESPONSE_TYPEMAP, DAP2_ARRAY_LENGTH_NUMPY_TYPE) from .lib import BaseResponse from .dds import dds try: from functools import singledispatch except ImportError: from singledispatch import singledispatch def DAP2_response_dtypemap(dtype): """ This function takes a numpy dtype object and returns a dtype object that is compatible with the DAP2 specification. """ dtype_str = DAP2_TO_NUMPY_RESPONSE_TYPEMAP[ NUMPY_TO_DAP2_TYPEMAP[ dtype.char]] return np.dtype(dtype_str) def tostring_with_byteorder(x, dtype): return (x .astype(dtype.str) .newbyteorder(dtype.byteorder) .tostring()) class DODSResponse(BaseResponse): """The DODS response.""" __version__ = __version__ def __init__(self, dataset): BaseResponse.__init__(self, dataset) self.headers.extend([('Content-description', 'dods_data'), ('Content-type', 'application/octet-stream')]) length = calculate_size(dataset) if length is not None: self.headers.append(('Content-length', str(length))) def __iter__(self): # generate DDS for line in dds(self.dataset): yield line.encode('ascii') yield b'Data:\n' for block in dods(self.dataset): yield block @singledispatch def dods(var): """Single dispatcher for generating the DODS response.""" raise StopIteration @dods.register(StructureType) def _structuretype(var): for child in var.children(): for block in dods(child): yield block @dods.register(SequenceType) def _sequencetype(var): # a flat array can be processed one record (or more?) at a time if all(isinstance(child, BaseType) for child in var.children()): DAP2_types = [] position = 0 for child in var.children(): if DAP2_response_dtypemap(child.dtype).char == 'S': (DAP2_types .append(DAP2_ARRAY_LENGTH_NUMPY_TYPE)) # string length DAP2_types.append('|S{%s}' % position) # string padded to 4n position += 1 else: # Convert any numpy dtypes to numpy dtypes compatible # with the DAP2 standard: DAP2_types.append(DAP2_response_dtypemap(child.dtype).str) DAP2_dtype_str = ','.join(DAP2_types) strings = position > 0 # array initializations is costy, so we keep a cache here; this will # be inneficient if there are many strings of different length only cache = {} for record in var.iterdata(): yield START_OF_SEQUENCE if strings: out = [] padded = [] for value in record: if isinstance(value, string_types): length = len(value) or 1 out.append(length) padded.append(length + (-length % 4)) out.append(value) record = out DAP2_dtype_str = ','.join(DAP2_types).format(*padded) if DAP2_dtype_str not in cache: # Remember that DAP2_dtype is a (possibly composite) # numpy dtype that is compatible with the DAP2 # data model. This means that all dtypes in # DAP2_dtype are representable in DAP2 -- AND -- # the data in var can all be upconverted # in a lossless manner to the dtypes in DAP2_dtype. cache[DAP2_dtype_str] = np.zeros((1,), dtype=DAP2_dtype_str) # By assigning record to ``cache`` the upconversion # occurs naturally: cache[DAP2_dtype_str][:] = tuple(record) # byteorder was taken care of during the upconversion: yield cache[DAP2_dtype_str].tostring() yield END_OF_SEQUENCE # nested array, need to process individually else: # create a template structure struct = StructureType(var.name) for name in var.keys(): struct[name] = copy.copy(var[name]) for record in var.iterdata(): yield START_OF_SEQUENCE struct.data = record for block in dods(struct): yield block yield END_OF_SEQUENCE @dods.register(BaseType) def _basetype(var): data = var.data if not hasattr(data, "shape"): data = np.asarray(data) # Convert any numpy dtypes to numpy dtypes compatible # with the DAP2 standard: DAP2_dtype = DAP2_response_dtypemap(data.dtype) if data.shape: # pack length for arrays length = np.prod(data.shape).astype(np.int) # send length twice at the begining of an array... factor = 2 if DAP2_dtype.char == 'S': # ... expcept for strings: factor = 1 yield tostring_with_byteorder( length, np.dtype(DAP2_ARRAY_LENGTH_NUMPY_TYPE)) * factor # make data iterable; 1D arrays must be converted to 2D, since # iteration over 1D yields scalars which are not properly cast to big # endian # This line was removed because endianness is now treated explicitly # in tostring_with_byteorder() # if len(data.shape) < 2: # data = data.reshape(1, -1) # Only ensure that 0d arrays are iterable: if len(data.shape) == 0: data = data[np.newaxis] # unsigned bytes are padded up to 4n if DAP2_dtype == np.ubyte: length = np.prod(data.shape).astype(np.int) for block in data: yield tostring_with_byteorder(block, DAP2_dtype) yield (-length % 4) * b'\0' # regular data else: # strings are also zero padded and preceeded by their length if DAP2_dtype.char == 'S': for block in data: for word in block.flat: length = len(word) yield tostring_with_byteorder( np.array(length), np.dtype(DAP2_ARRAY_LENGTH_NUMPY_TYPE)) # byteorder is not important for strings: if hasattr(word, 'encode'): yield word.encode('ascii') elif hasattr(word, 'tostring'): yield word.tostring() else: raise TypeError("Could not convert word '{0}' to bytes" .format(word)) yield (-length % 4) * b'\0' else: for block in data: # Remember that DAP2_dtype is a # numpy dtype that is compatible with the DAP2 # data model. This means that the dtype in # DAP2_dtype is representable in DAP2 -- AND -- # the data in var can all be upconverted # in a lossless manner to the dtype in DAP2_dtype. yield tostring_with_byteorder(block, DAP2_dtype) def calculate_size(dataset): """Calculate the size of the response. Returns the size in bytes.""" length = 0 for var in walk(dataset): # Pydap can't calculate the size of sequences since the data is # streamed directly from the source. Also, strings are encoded # individually, so it's not possible to get their size unless we read # everything. if (isinstance(var, SequenceType) or (isinstance(var, BaseType) and DAP2_response_dtypemap(var.dtype).char == 'S')): return None elif isinstance(var, BaseType): if var.shape: length += 8 # account for array size marker size = int(np.prod(var.shape)) # Convert any numpy dtype to numpy dtype compatible # with the DAP2 standard: DAP2_dtype = DAP2_response_dtypemap(var.data.dtype) if DAP2_dtype == np.ubyte: length += size + (-size % 4) else: # Remember that numpy dtypes are upconverted to # DAP2_dtype when sent in the response. # Their length must thus be modified accordingly: length += size * DAP2_dtype.itemsize # account for DDS length += len(''.join(dds(dataset))) + len(b'Data:\n') return length Pydap-3.2.2/src/pydap/responses/das.py0000664000175000017500000001072213111210026020716 0ustar hieberthiebert00000000000000"""The DAS response. The DAS response describes the attributes associated with a dataset and its variables. Together with the DDS the DAS response completely describes the metadata of a dataset, allowing it to be introspected and data to be downloaded. """ try: from functools import singledispatch except ImportError: from singledispatch import singledispatch from collections import Iterable from six import string_types, integer_types from six.moves import map from ..model import (DatasetType, BaseType, StructureType, SequenceType, GridType) from ..lib import encode, quote, __version__, NUMPY_TO_DAP2_TYPEMAP from .lib import BaseResponse INDENT = ' ' * 4 class DASResponse(BaseResponse): """The DAS response.""" __version__ = __version__ def __init__(self, dataset): BaseResponse.__init__(self, dataset) self.headers.extend([ ('Content-description', 'dods_das'), ('Content-type', 'text/plain; charset=ascii'), ]) def __iter__(self): for line in das(self.dataset): yield line.encode('ascii') @singledispatch def das(var, level=0): """Single dispatcher that generates the DAS response.""" raise StopIteration @das.register(DatasetType) def _datasettype(var, level=0): yield '{indent}Attributes {{\n'.format(indent=level*INDENT) for attr in sorted(var.attributes.keys()): values = var.attributes[attr] for line in build_attributes(attr, values, level+1): yield line for child in var.children(): for line in das(child, level=level+1): yield line yield '{indent}}}\n'.format(indent=level*INDENT) @das.register(StructureType) @das.register(SequenceType) def _structuretype(var, level=0): yield '{indent}{name} {{\n'.format(indent=level*INDENT, name=var.name) for attr in sorted(var.attributes.keys()): values = var.attributes[attr] for line in build_attributes(attr, values, level+1): yield line for child in var.children(): for line in das(child, level=level+1): yield line yield '{indent}}}\n'.format(indent=level*INDENT) @das.register(BaseType) @das.register(GridType) def _basetypegridtype(var, level=0): yield '{indent}{name} {{\n'.format(indent=level*INDENT, name=var.name) for attr in sorted(var.attributes.keys()): values = var.attributes[attr] for line in build_attributes(attr, values, level+1): yield line yield '{indent}}}\n'.format(indent=level*INDENT) def build_attributes(attr, values, level=0): """Recursive function to build the DAS.""" # check for metadata if isinstance(values, dict): yield '{indent}{attr} {{\n'.format(indent=(level)*INDENT, attr=attr) for k, v in values.items(): for line in build_attributes(k, v, level+1): yield line yield '{indent}}}\n'.format(indent=(level)*INDENT) else: # get type type = get_type(values) # encode values if (isinstance(values, string_types) or not isinstance(values, Iterable) or getattr(values, 'shape', None) == ()): values = [encode(values)] else: values = map(encode, values) yield '{indent}{type} {attr} {values};\n'.format( indent=(level)*INDENT, type=type, attr=quote(attr), values=', '.join(values)) def get_type(values): """Extract the type of a variable. This function tries to determine the DAP type of a Python variable using several methods. Returns the DAP type as a string. """ if hasattr(values, 'dtype'): return NUMPY_TO_DAP2_TYPEMAP[values.dtype.char] elif isinstance(values, string_types) or not isinstance(values, Iterable): return type_convert(values) else: # if there are several values, they may have different types, so we # need to convert all of them and use a precedence table types = [type_convert(val) for val in values] precedence = ['String', 'Float64', 'Int32'] types.sort(key=precedence.index) return types[0] def type_convert(obj): """Map Python objects to the corresponding Opendap types. Returns the DAP representation of the type as a string. """ if isinstance(obj, float): return 'Float64' elif isinstance(obj, integer_types): return 'Int32' else: return 'String' Pydap-3.2.2/src/pydap/responses/dds.py0000664000175000017500000000632513111210026020725 0ustar hieberthiebert00000000000000"""The DDS response. The DDS response builds a representation of the structure of the dataset, informing which variables are contained, their shape, type and dimensions. Together with the DAS, the DDS describes all metadata associated with a given dataset, allowing clients to introspect the variables and request data as necessary. """ try: from functools import singledispatch except ImportError: from singledispatch import singledispatch from six.moves import map, zip from ..model import (DatasetType, BaseType, SequenceType, StructureType, GridType) from .lib import BaseResponse from ..lib import __version__, NUMPY_TO_DAP2_TYPEMAP INDENT = ' ' * 4 class DDSResponse(BaseResponse): """The DDS response.""" __version__ = __version__ def __init__(self, dataset): BaseResponse.__init__(self, dataset) self.headers.extend([ ('Content-description', 'dods_dds'), ('Content-type', 'text/plain; charset=ascii'), ]) def __iter__(self): for line in dds(self.dataset): yield line.encode('ascii') @singledispatch def dds(var, level=0, sequence=0): """Single dispatcher that generates the DDS response.""" raise StopIteration @dds.register(DatasetType) def _(var, level=0, sequence=0): yield "{indent}Dataset {{\n".format(indent=level*INDENT) for child in var.children(): for line in dds(child, level+1, sequence): yield line yield "{indent}}} {name};\n".format(indent=level*INDENT, name=var.name) @dds.register(SequenceType) def _sequencetype(var, level=0, sequence=0): yield "{indent}Sequence {{\n".format(indent=level*INDENT) for child in var.children(): for line in dds(child, level+1, sequence+1): yield line yield "{indent}}} {name};\n".format(indent=level*INDENT, name=var.name) @dds.register(StructureType) def _structuretype(var, level=0, sequence=0): yield "{indent}Structure {{\n".format(indent=level*INDENT) for child in var.children(): for line in dds(child, level+1, sequence): yield line yield "{indent}}} {name};\n".format(indent=level*INDENT, name=var.name) @dds.register(GridType) def _gridtype(var, level=0, sequence=0): yield '{indent}Grid {{\n'.format(indent=level*INDENT) yield '{indent}Array:\n'.format(indent=(level+1)*INDENT) for line in dds(var.array, level+2, sequence): yield line yield '{indent}Maps:\n'.format(indent=(level+1)*INDENT) for map_ in var.maps.values(): for line in dds(map_, level+2, sequence): yield line yield '{indent}}} {name};\n'.format(indent=level*INDENT, name=var.name) @dds.register(BaseType) def _basetype(var, level=0, sequence=0): shape = var.shape[sequence:] if var.dimensions: shape = ''.join( map('[{0[0]} = {0[1]}]'.format, zip(var.dimensions, shape))) elif len(shape) == 1: shape = '[{0} = {1}]'.format(var.name, shape[0]) else: shape = ''.join('[{0}]'.format(len) for len in shape) yield '{indent}{type} {name}{shape};\n'.format( indent=level*INDENT, type=NUMPY_TO_DAP2_TYPEMAP[var.dtype.char], name=var.name, shape=shape) Pydap-3.2.2/src/pydap/model.py0000664000175000017500000005557313110636046017260 0ustar hieberthiebert00000000000000"""This is the Pydap data model, an implementation of the Data Access Protocol data model written in Python. The model is composed of a base object which represents data, the `BaseType`, and by objects which can hold other objects, all derived from `StructureType`. Here's a simple example of a `BaseType` variable:: >>> import numpy as np >>> foo = BaseType('foo', np.arange(4, dtype='i')) >>> bar = BaseType('bar', np.arange(4, dtype='i')) >>> foobar = BaseType('foobar', np.arange(4, dtype='i')) >>> foo[-2:] >>> foo[-2:].data array([2, 3], dtype=int32) >>> foo.data[-2:] array([2, 3], dtype=int32) >>> foo.dtype dtype('int32') >>> foo.shape (4,) >>> for record in foo.iterdata(): ... print(record) 0 1 2 3 It is also possible to iterate directly over a `BaseType`:: >>> for record in foo: ... print(record) 0 1 2 3 This is however discouraged because this approach will soon be deprecated for the `SequenceType` where only the ``.iterdata()`` will continue to be supported. The `BaseType` is simply a thin wrapper over Numpy arrays, implementing the `dtype` and `shape` attributes, and the sequence and iterable protocols. Why not use Numpy arrays directly then? First, `BaseType` can have additional metadata added to them; this include names for its dimensions and also arbitrary attributes:: >>> foo.attributes {} >>> foo.attributes['units'] = 'm/s' >>> foo.units 'm/s' >>> foo.dimensions () >>> foo.dimensions = ('time',) Second, `BaseType` can hold data objects other than Numpy arrays. There are more complex data objects, like `pydap.handlers.dap.BaseProxy`, which acts as a transparent proxy to a remote dataset, exposing it through the same interface. Now that we have some data, we can organize it using containers:: >>> dataset = DatasetType('baz') >>> dataset['s'] = StructureType('s') >>> dataset['s']['foo'] = foo >>> dataset['s']['bar'] = bar >>> dataset['s']['foobar'] = foobar `StructureType` and `DatasetType` are very similar; the only difference is that `DatasetType` should be used as the root container for a dataset. They behave like ordered Python dictionaries:: >>> list(dataset.s.keys()) ['foo', 'bar', 'foobar'] Slicing these datasets with a list of keywords yields a `StructureType` or `DatasetType` with only a subset of the children:: >>> dataset.s['foo', 'foobar'] >>> list(dataset.s['foo', 'foobar'].keys()) ['foo', 'foobar'] In the same way, the ``.items()`` and ``.values()`` methods are like in python dictionaries and they iterate over sliced values. Selecting only one child returns the child:: >>> dataset.s['foo'] A `GridType` is a special container where the first child should be an n-dimensional `BaseType`. This children should be followed by `n` additional vector `BaseType` objects, each one describing one of the axis of the variable:: >>> rain = GridType('rain') >>> rain['rain'] = BaseType( ... 'rain', np.arange(6).reshape(2, 3), dimensions=('y', 'x')) >>> rain['x'] = BaseType('x', np.arange(3), units='degrees_east') >>> rain['y'] = BaseType('y', np.arange(2), units='degrees_north') >>> rain.array #doctest: +ELLIPSIS >>> type(rain.maps) >>> for item in rain.maps.items(): ... print(item) ('x', ) ('y', ) There a last special container called `SequenceType`. This data structure is analogous to a series of records (or rows), with one column for each of its children:: >>> cast = SequenceType('cast') >>> cast['depth'] = BaseType('depth', positive='down', units='m') >>> cast['temperature'] = BaseType('temperature', units='K') >>> cast['salinity'] = BaseType('salinity', units='psu') >>> cast['id'] = BaseType('id') >>> cast.data = np.array([(10., 17., 35., '1'), (20., 15., 35., '2')], ... dtype=np.dtype([('depth', np.float32), ('temperature', np.float32), ... ('salinity', np.float32), ('id', np.dtype('|S1'))])) Note that the data in this case is attributed to the `SequenceType`, and is composed of a series of values for each of the children. Pydap `SequenceType` obects are very flexible. Data can be accessed by iterating over the object:: >>> for record in cast.iterdata(): ... print(record) (10.0, 17.0, 35.0, '1') (20.0, 15.0, 35.0, '2') It is possible to select only a few variables:: >>> for record in cast['salinity', 'depth'].iterdata(): ... print(record) (35.0, 10.0) (35.0, 20.0) >>> cast['temperature'].dtype dtype('float32') >>> cast['temperature'].shape (2,) When sliced, it yields the underlying array: >>> type(cast['temperature'][-1:]) >>> for record in cast['temperature'][-1:].iterdata(): ... print(record) 15.0 When constrained, it yields the SequenceType: >>> type(cast[ cast['temperature'] < 16 ]) >>> for record in cast[ cast['temperature'] < 16 ].iterdata(): ... print(record) (20.0, 15.0, 35.0, '2') As mentioned earlier, it is still possible to iterate directly over data:: >>> for record in cast[ cast['temperature'] < 16 ]: ... print(record) (20.0, 15.0, 35.0, '2') But this is discouraged as this will be deprecated soon. The ``.iterdata()`` is therefore highly recommended. """ import operator import copy from six.moves import reduce, map from six import string_types import numpy as np from collections import OrderedDict, Mapping import warnings from .lib import quote, decode_np_strings __all__ = [ 'BaseType', 'StructureType', 'DatasetType', 'SequenceType', 'GridType'] class DapType(object): """The common Opendap type. This is a base class, defining common methods and attributes for all other classes in the data model. """ def __init__(self, name='nameless', attributes=None, **kwargs): self.name = quote(name) self.attributes = attributes or {} self.attributes.update(kwargs) # Set the id to the name. self._id = self.name def __repr__(self): return 'DapType(%s)' % ', '.join( map(repr, [self.name, self.attributes])) # The id. def _set_id(self, id): self._id = id # Update children id. for child in self.children(): child.id = '%s.%s' % (id, child.name) def _get_id(self): return self._id id = property(_get_id, _set_id) def __getattr__(self, attr): """Attribute shortcut. Data classes have their attributes stored in the `attributes` attribute, a dictionary. For convenience, access to attributes can be shortcut by accessing the attributes directly:: >>> var = DapType('var') >>> var.attributes['foo'] = 'bar' >>> var.foo 'bar' This will return the value stored under `attributes`. """ try: return self.attributes[attr] except (KeyError, TypeError): raise AttributeError( "'%s' object has no attribute '%s'" % (type(self), attr)) def children(self): """Return iterator over children.""" return () class BaseType(DapType): """A thin wrapper over Numpy arrays.""" def __init__(self, name='nameless', data=None, dimensions=None, attributes=None, **kwargs): super(BaseType, self).__init__(name, attributes, **kwargs) self.data = data self.dimensions = dimensions or () # these are set when not data is present (eg, when parsing a DDS) self._dtype = None self._shape = () def __repr__(self): return '<%s with data %s>' % (type(self).__name__, repr(self.data)) @property def dtype(self): """Property that returns the data dtype.""" return self.data.dtype @property def shape(self): """Property that returns the data shape.""" return self.data.shape def reshape(self, *args): """Method that reshapes the data:""" self.data = self.data.reshape(*args) return self @property def ndim(self): return len(self.shape) @property def size(self): return int(np.prod(self.shape)) def __copy__(self): """A lightweight copy of the variable. This will return a new object, with a copy of the attributes, dimensions, same name, and a view of the data. """ out = type(self)(self.name, self.data, self.dimensions[:], self.attributes.copy()) out.id = self.id return out # Comparisons are passed to the data. def __eq__(self, other): return self.data == other def __ne__(self, other): return self.data != other def __ge__(self, other): return self.data >= other def __le__(self, other): return self.data <= other def __gt__(self, other): return self.data > other def __lt__(self, other): return self.data < other # Implement the sequence and iter protocols. def __getitem__(self, index): out = copy.copy(self) out.data = self._get_data_index(index) return out def __len__(self): return len(self.data) def __iter__(self): if self._is_string_dtype: for item in self.data: yield np.vectorize(decode_np_strings)(item) else: for item in self.data: yield item @property def _is_string_dtype(self): return hasattr(self._data, 'dtype') and self._data.dtype.char == 'S' def iterdata(self): """ This method was added to mimic new SequenceType method.""" return iter(self) def __array__(self): return self._get_data_index() def _get_data_index(self, index=Ellipsis): if self._is_string_dtype: return np.vectorize(decode_np_strings)(self._data[index]) else: return self._data[index] def _get_data(self): return self._data def _set_data(self, data): self._data = data if np.isscalar(data): # Convert scalar data to # numpy scalar, otherwise # ``.dtype`` and ``.shape`` # methods will fail. self._data = np.array(data) data = property(_get_data, _set_data) class StructureType(DapType, Mapping): """A dict-like object holding other variables.""" def __init__(self, name='nameless', attributes=None, **kwargs): super(StructureType, self).__init__(name, attributes, **kwargs) # allow some keys to be hidden: self._visible_keys = [] self._dict = OrderedDict() def __repr__(self): return '<%s with children %s>' % ( type(self).__name__, ', '.join(map(repr, self._visible_keys))) def __getattr__(self, attr): """Lazy shortcut return children.""" try: return self[attr] except: return DapType.__getattr__(self, attr) def __contains__(self, key): return (key in self._visible_keys) # __iter__, __getitem__, __len__ are required for Mapping # From these, keys, items, values, get, __eq__, # and __ne__ are obtained. def __iter__(self): for key in self._dict.keys(): if key in self._visible_keys: yield key def _all_keys(self): # used in ..handlers.lib return iter(self._dict.keys()) def _getitem_string(self, key): """ Assume that key is a string type """ try: return self._dict[quote(key)] except KeyError: splitted = key.split('.') if len(splitted) > 1: try: return self[splitted[0]]['.'.join(splitted[1:])] except KeyError: return self['.'.join(splitted[1:])] else: raise def _getitem_string_tuple(self, key): """ Assume that key is a tuple of strings """ out = type(self)(self.name, data=self.data, attributes=self.attributes.copy()) for name in key: out[name] = copy.copy(self._getitem_string(name)) return out def __getitem__(self, key): if isinstance(key, string_types): return self._getitem_string(key) elif (isinstance(key, tuple) and all(isinstance(name, string_types) for name in key)): out = copy.copy(self) out._visible_keys = list(key) return out else: raise KeyError(key) def __len__(self): return len(self._visible_keys) def children(self): # children method always yields an # iterator on visible children: for key in self._visible_keys: yield self[key] def __setitem__(self, key, item): key = quote(key) if key != item.name: raise KeyError( 'Key "%s" is different from variable name "%s"!' % (key, item.name)) if key in self: del self[key] self._dict[key] = item # By default added keys are visible: self._visible_keys.append(key) # Set item id. item.id = '%s.%s' % (self.id, item.name) def __delitem__(self, key): del self._dict[key] try: self._visible_keys.remove(key) except ValueError: pass def _get_data(self): return [var.data for var in self.children()] def _set_data(self, data): for col, var in zip(data, self.children()): var.data = col data = property(_get_data, _set_data) def __copy__(self): """Return a lightweight copy of the Structure. The method will return a new Structure with cloned children, but any data object are not copied. """ out = type(self)(self.name, self.attributes.copy()) out.id = self.id # Clone all children too. for child in self._dict.values(): out[child.name] = copy.copy(child) return out class DatasetType(StructureType): """A root Dataset. The Dataset is a Structure, but it names does not compose the id hierarchy: >>> dataset = DatasetType("A") >>> dataset["B"] = BaseType("B") >>> dataset["B"].id 'B' """ def __setitem__(self, key, item): StructureType.__setitem__(self, key, item) # The dataset name does not goes into the children ids. item.id = item.name def _set_id(self, id): """The dataset name is not included in the children ids.""" self._id = id for child in self.children(): child.id = child.name class SequenceType(StructureType): """A container that stores data in a Numpy array. Here's a standard dataset for testing sequential data: >>> import numpy as np >>> data = np.array([ ... (10, 15.2, 'Diamond_St'), ... (11, 13.1, 'Blacktail_Loop'), ... (12, 13.3, 'Platinum_St'), ... (13, 12.1, 'Kodiak_Trail')], ... dtype=np.dtype([ ... ('index', np.int32), ('temperature', np.float32), ... ('site', np.dtype('|S14'))])) ... >>> seq = SequenceType('example') >>> seq['index'] = BaseType('index') >>> seq['temperature'] = BaseType('temperature') >>> seq['site'] = BaseType('site') >>> seq.data = data Iteraring over the sequence returns data: >>> for line in seq.iterdata(): ... print(line) (10, 15.2, 'Diamond_St') (11, 13.1, 'Blacktail_Loop') (12, 13.3, 'Platinum_St') (13, 12.1, 'Kodiak_Trail') The order of the variables can be changed: >>> for line in seq['temperature', 'site', 'index'].iterdata(): ... print(line) (15.2, 'Diamond_St', 10) (13.1, 'Blacktail_Loop', 11) (13.3, 'Platinum_St', 12) (12.1, 'Kodiak_Trail', 13) We can iterate over children: >>> for line in seq['temperature'].iterdata(): ... print(line) 15.2 13.1 13.3 12.1 We can filter the data: >>> for line in seq[ seq.index > 10 ].iterdata(): ... print(line) (11, 13.1, 'Blacktail_Loop') (12, 13.3, 'Platinum_St') (13, 12.1, 'Kodiak_Trail') >>> for line in seq[ seq.index > 10 ]['site'].iterdata(): ... print(line) Blacktail_Loop Platinum_St Kodiak_Trail >>> for line in (seq['site', 'temperature'][seq.index > 10] ... .iterdata()): ... print(line) ('Blacktail_Loop', 13.1) ('Platinum_St', 13.3) ('Kodiak_Trail', 12.1) Or slice it: >>> for line in seq[::2].iterdata(): ... print(line) (10, 15.2, 'Diamond_St') (12, 13.3, 'Platinum_St') >>> for line in seq[ seq.index > 10 ][::2]['site'].iterdata(): ... print(line) Blacktail_Loop Kodiak_Trail >>> for line in seq[ seq.index > 10 ]['site'][::2]: ... print(line) Blacktail_Loop Kodiak_Trail """ def __init__(self, name='nameless', data=None, attributes=None, **kwargs): super(SequenceType, self).__init__(name, attributes, **kwargs) self._data = data def _set_data(self, data): self._data = data for child in self.children(): tokens = child.id[len(self.id)+1:].split('.') child.data = reduce(operator.getitem, [data] + tokens) def _get_data(self): return self._data data = property(_get_data, _set_data) def iterdata(self): for line in self.data: yield tuple(map(decode_np_strings, line)) def __iter__(self): # This method should be removed in Pydap 3.4 warnings.warn('Starting with Pydap 3.4 ' '``for val in sequence: ...`` ' 'will give children names. ' 'To iterate over data the construct ' '``for val in sequence.iterdata(): ...``' 'is available now and will be supported in the' 'future to iterate over data.', PendingDeprecationWarning) return self.iterdata() def __len__(self): # This method should be removed in Pydap 3.4 warnings.warn('Starting with Pydap 3.4, ' '``len(sequence)`` will give ' 'the number of children and not the ' 'length of the data.', PendingDeprecationWarning) return len(self.data) def items(self): # This method should be removed in Pydap 3.4 for key in self._visible_keys: yield (key, self[key]) def values(self): # This method should be removed in Pydap 3.4 for key in self._visible_keys: yield self[key] def keys(self): # This method should be removed in Pydap 3.4 return iter(self._visible_keys) def __contains__(self, key): # This method should be removed in Pydap 3.4 return (key in self._visible_keys) def __getitem__(self, key): # If key is a string, return child with the corresponding data. if isinstance(key, string_types): return self._getitem_string(key) # If it's a tuple, return a new `SequenceType` with selected children. elif isinstance(key, tuple): out = self._getitem_string_tuple(key) # copy.copy() is necessary here because a view will be returned in # the future: out.data = copy.copy(self.data[list(key)]) return out # Else return a new `SequenceType` with the data sliced. else: out = copy.copy(self) out.data = self.data[key] return out def __copy__(self): """Return a lightweight copy of the Sequence. The method will return a new Sequence with cloned children, but any data object are not copied. """ out = type(self)(self.name, self.data, self.attributes.copy()) out.id = self.id # Clone children too. for child in self.children(): out[child.name] = copy.copy(child) return out class GridType(StructureType): """A Grid container. The Grid is a Structure with an array and the corresponding axes. """ def __init__(self, name='nameless', attributes=None, **kwargs): super(GridType, self).__init__(name, attributes, **kwargs) self._output_grid = True def __repr__(self): return '<%s with array %s and maps %s>' % ( type(self).__name__, repr(list(self.keys())[0]), ', '.join(map(repr, list(self.keys())[1:]))) def __getitem__(self, key): # Return a child. if isinstance(key, string_types): return self._getitem_string(key) # Return a new `GridType` with part of the data. elif (isinstance(key, tuple) and all(isinstance(name, string_types) for name in key)): out = self._getitem_string_tuple(key) for var in out.children(): var.data = self[var.name].data return out else: if not self.output_grid: return self.array[key] if not isinstance(key, tuple): key = (key,) out = copy.copy(self) for var, slice_ in zip(out.children(), [key] + list(key)): var.data = self[var.name].data[slice_] return out @property def dtype(self): """Return the first children dtype.""" return self.array.dtype @property def shape(self): """Return the first children shape.""" return self.array.shape @property def ndim(self): return len(self.shape) @property def size(self): return int(np.prod(self.shape)) @property def output_grid(self): return self._output_grid def set_output_grid(self, key): self._output_grid = bool(key) @property def array(self): """Return the first children.""" return self[list(self.keys())[0]] def __array__(self): return self.array.data @property def maps(self): """Return the axes in an ordered dict.""" return OrderedDict([(k, self[k]) for k in self.keys()][1:]) @property def dimensions(self): """Return the name of the axes.""" return tuple(list(self.keys())[1:]) Pydap-3.2.2/src/pydap/handlers/0000775000175000017500000000000013111405714017364 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/handlers/lib.py0000664000175000017500000004221513110635621020511 0ustar hieberthiebert00000000000000"""Basic functions for handlers. Pydap handlers are responsible for reading data in different formats -- NetCDF, SQL databases, CSV files, etc. -- and convert them into the internal data model so that the data may be served using different responses. """ from __future__ import division import sys import re import operator import itertools import ast import copy import numpy as np from webob import Request import pkg_resources from numpy.lib.arrayterator import Arrayterator from six.moves import filter, map from six import string_types, next from ..responses.lib import load_responses from ..responses.error import ErrorResponse from ..parsers import parse_ce, parse_selection from ..exceptions import ( ConstraintExpressionError, ExtensionNotSupportedError) from ..lib import (walk, fix_shorthand, get_var, encode, load_from_entry_point_relative) from ..model import (DatasetType, BaseType, SequenceType, StructureType, GridType) # buffer size in bytes, for streaming data BUFFER_SIZE = 2**27 CORS_RESPONSES = ['dds', 'das', 'dods', 'ver', 'json'] def load_handlers(working_set=pkg_resources.working_set): r"""Load all handlers, returning them on a list. Passing ``working_set`` is used only for unit testing. Check the following discussion for an explanation about this: http://grokbase.com/t/python/distutils-sig/074rc4a6hb/ \ distutils-programmatically-adding-entry-points """ # Relative import of handlers: package = 'pydap' entry_points = 'pydap.handler' base_dict = dict(load_from_entry_point_relative(r, package) for r in working_set.iter_entry_points(entry_points) if r.module_name.startswith(package)) opts_dict = dict((r.name, r.load()) for r in working_set.iter_entry_points(entry_points) if not r.module_name.startswith(package)) base_dict.update(opts_dict) return base_dict.values() def get_handler(filepath, handlers=None): """Given a filepath, return the corresponding instantiated handler.""" # Check each handler to see which one handles this file. for handler in handlers or load_handlers(): p = re.compile(handler.extensions) if p.match(filepath): return handler(filepath) raise ExtensionNotSupportedError( 'No handler available for file {filepath}.'.format(filepath=filepath)) class BaseHandler(object): """Base class for Pydap handlers. Handlers are WSGI applications that parse the client request and build the corresponding dataset. The dataset is passed to proper Response (DDS, DAS, etc.) """ # load all available responses responses = load_responses() def __init__(self, dataset=None): self.dataset = dataset self.additional_headers = [] def __call__(self, environ, start_response): req = Request(environ) path, response = req.path.rsplit('.', 1) if response == 'das': req.query_string = '' projection, selection = parse_ce(req.query_string) buffer_size = environ.get('pydap.buffer_size', BUFFER_SIZE) try: # build the dataset and pass it to the proper response, returning a # WSGI app dataset = self.parse(projection, selection, buffer_size) app = self.responses[response](dataset) app.close = self.close # now build a Response and set additional headers res = req.get_response(app) for key, value in self.additional_headers: res.headers.add(key, value) # CORS for Javascript requests if response in CORS_RESPONSES: res.headers.add('Access-Control-Allow-Origin', '*') res.headers.add( 'Access-Control-Allow-Headers', 'Origin, X-Requested-With, Content-Type') return res(environ, start_response) except: # should the exception be catched? if environ.get('x-wsgiorg.throw_errors'): raise else: res = ErrorResponse(info=sys.exc_info()) return res(environ, start_response) def parse(self, projection, selection, buffer_size=BUFFER_SIZE): """Parse the constraint expression, returning a new dataset.""" if self.dataset is None: raise NotImplementedError( "Subclasses must define a ``dataset`` attribute pointing to a" "``DatasetType`` object.") # make a copy of the dataset, so we can filter sequences inplace dataset = copy.copy(self.dataset) # apply the selection to the dataset, inplace apply_selection(selection, dataset) # wrap data in Arrayterator, to optimize projection/selection dataset = wrap_arrayterator(dataset, buffer_size) # fix projection if projection: projection = fix_shorthand(projection, dataset) else: projection = [[(key, ())] for key in dataset.keys()] dataset = apply_projection(projection, dataset) return dataset def close(self): """Optional method for closing the dataset.""" pass def wrap_arrayterator(dataset, size): """Wrap `BaseType` objects in an Arrayterator. This function is used to optimize access to huge datasets. It returns a new dataset with data wrapped in Arrayterators. This way the data is read in blocks instead of buffering everything in memory. Since the buffer size of the Arrayterator is in elements, not bytes, we convert according to the data item size. """ for var in walk(dataset, BaseType): if (not isinstance(var.data, Arrayterator) and var.data.dtype.itemsize and var.data.shape): elements = size // var.data.dtype.itemsize var.data = Arrayterator(var.data, elements) return dataset def apply_selection(selection, dataset): """Apply a given selection to a dataset, modifying it inplace. Returns the original dataset. """ for seq in walk(dataset, SequenceType): # apply only relevant selections conditions = [ condition for condition in selection if re.match( r'%s\.[^\.]+(<=|<|>=|>|=|!=)' % re.escape(seq.id), condition)] for condition in conditions: id1, op, id2 = parse_selection(condition, dataset) seq.data = seq[op(id1, id2)].data return dataset def degenerate_grid_to_structure(candidate): if isinstance(candidate, GridType): candidate = StructureType( candidate.name, candidate.attributes) return candidate def apply_projection(projection, dataset): """Apply a given projection to a dataset. This function builds and returns a new dataset by adding those variables that were requested on the projection. """ out = DatasetType(name=dataset.name, attributes=dataset.attributes) # first collect all the variables for p in projection: target, template = out, dataset for i, (name, slice_) in enumerate(p): candidate = template[name] # add variable to target if isinstance(candidate, StructureType): if name not in target.keys(): if i < len(p) - 1: # if there are more children to add we need to clear # the candidate so it has only explicitly added # children; also, Grids are degenerated into Structures candidate = degenerate_grid_to_structure(candidate) candidate._visible_keys = [] target[name] = candidate target, template = target[name], template[name] else: target[name] = candidate # fix sequence data to include only variables that are in the sequence for seq in walk(out, SequenceType): seq.data = get_var(dataset, seq.id)[tuple(seq.keys())].data # apply slices for p in projection: target = out for name, slice_ in p: target, parent = target[name], target if slice_: if isinstance(target, BaseType): target.data = target[slice_] elif isinstance(target, SequenceType): parent[name] = target[slice_[0]] elif isinstance(target, GridType): parent[name] = target[slice_] else: raise ConstraintExpressionError("Invalid projection!") return out class ConstraintExpression(object): """An object representing a selection on a constraint expression. These can be accumulated so that they are evaluated only once. """ def __init__(self, value): self.value = value def __str__(self): return str(self.value) def __and__(self, other): """Join two CEs together, returning a new object.""" return self.__class__(self.value + '&' + str(other)) def __or__(self, other): raise ConstraintExpressionError( "OR constraints not allowed in the Opendap specification.") class IterData(object): """Class for manipulating data streams as structured arrays. A structured array is a Numpy construct that has some very interesting properties for working with tabular data. """ shape = () def __init__(self, stream, template, ifilter=None, imap=None, islice=None, level=0): self.stream = stream self.template = template self.level = level # these are used to lazily evaluate the data stream self.ifilter = ifilter or [] self.imap = imap or [fix_nested(template)] self.islice = islice or [] @property def dtype(self): """Return Numpy dtype of the object.""" def array_dtype(x, template): if (hasattr(template, 'keys') and len(list(template.keys())) > 1): peek = x if isinstance(x, IterData): peek = next(iter(x)) return np.dtype([(col, array_dtype(val, template[col])) for col, val in zip(template.keys(), peek)]) else: return np.array(x).dtype return array_dtype(next(iter(self)), self.template) def iterdata(self): """Included for code symmetry with Types""" return iter(self) def __iter__(self): data = iter(self.stream) for f in self.ifilter: data = filter(f, data) for m in self.imap: data = map(m, data) for s in self.islice: data = itertools.islice(data, s.start, s.stop, s.step) return data def __copy__(self): """Return a lightweight copy of the object.""" return IterData(self.stream, copy.copy(self.template), self.ifilter[:], self.imap[:], self.islice[:], self.level) def __repr__(self): return "" % self.stream def __getitem__(self, key): out = copy.copy(self) # return a child, and adjust the data so that only the corresponding # column is returned if isinstance(key, string_types): try: col = list(self.template.keys()).index(key) except ValueError: raise KeyError(key) out.level += 1 out.template = out.template[key] out.imap.append(deep_map(operator.itemgetter(col), out.level)) # return a new sequence with the selected children elif isinstance(key, list): cols = [list(self.template.keys()).index(k) for k in key] out.template._visible_keys = key out.imap.append(deep_map( lambda row: tuple(row[i] for i in cols), out.level+1)) # slice the data elif isinstance(key, (int, slice)): if isinstance(key, int): out.islice.append(slice(key, key+1)) else: out.islice.append(key) # filter the data; like slicing it, we can use ``itertools.ifilter`` # only if the selection is applied to the outermost sequence, otherwise # we need to do a deep map elif isinstance(key, ConstraintExpression): f, m = build_filter(key, self.template) out.ifilter.append(f) out.imap.append(m) else: raise KeyError(key) return out def __eq__(self, other): if isinstance(other, self.__class__): right = other.template.id else: right = encode(other) return ConstraintExpression('%s=%s' % (self.template.id, right)) def __ne__(self, other): if isinstance(other, self.__class__): right = other.template.id else: right = encode(other) return ConstraintExpression('%s!=%s' % (self.template.id, right)) def __ge__(self, other): if isinstance(other, self.__class__): right = other.template.id else: right = encode(other) return ConstraintExpression('%s>=%s' % (self.template.id, right)) def __le__(self, other): if isinstance(other, self.__class__): right = other.template.id else: right = encode(other) return ConstraintExpression('%s<=%s' % (self.template.id, right)) def __gt__(self, other): if isinstance(other, self.__class__): right = other.template.id else: right = encode(other) return ConstraintExpression('%s>%s' % (self.template.id, right)) def __lt__(self, other): if isinstance(other, self.__class__): right = other.template.id else: right = encode(other) return ConstraintExpression('%s<%s' % (self.template.id, right)) def fix_nested(template): """Apply ``IterData`` to nested sequences on iteration.""" def func(row): return tuple( IterData(col, child) if isinstance(child, SequenceType) else col for col, child in zip(row, template.children())) return func def deep_map(function, level): """Map a function inside a nested list, returning the modified data.""" def out(row, level=level): if level == 1: return function(row) else: return [out(value, level-1) for value in row] return out def build_filter(expression, template): """Return a filter function based on a comparison expression.""" id1, op, id2 = re.split('(<=|>=|!=|=~|>|<|=)', str(expression), 1) # calculate the column index were filtering and how deep it is try: id1 = id1[len(template.id)+1:] target = template for level, token in enumerate(id1.split(".")): parent1 = target.id keys = list(target._all_keys()) col = keys.index(token) target = target[token] a = operator.itemgetter(col) except: raise ConstraintExpressionError( 'Invalid constraint expression: "{expression}" ' '("{id}" is not a valid variable)'.format( expression=expression, id=id1)) # if we're comparing two variables they must be on the same sequence, so # ``parent1`` must be equal to ``parent2`` if id2.rsplit(".", 1)[0] == parent1: # parent2 == parent1 keys = list(template._all_keys()) col = keys.index(id2.split(".")[-1]) b = operator.itemgetter(col) else: try: value = ast.literal_eval(id2) def b(row): return value except: raise ConstraintExpressionError( 'Invalid constraint expression: "{expression}" ' '("{id}" is not valid)'.format( expression=expression, id=id2)) op = { '<': operator.lt, '>': operator.gt, '!=': operator.ne, '=': operator.eq, '>=': operator.ge, '<=': operator.le, '=~': lambda a, b: re.match(b, a), }[op] # if the filtering is applied in the outermost sequence we can simply pass # a filter, and ignore the map if level == 0: def f(row): return op(a(row), b(row)) def m(row): return row # if the filtering is applied to a nested sequence we actually need to map # the outer data so that the inner data is filtered else: f = bool def recurse(row, tokens, target): token = tokens.pop(0) # return the filtered inner data if not tokens: return [col for col in row if op(a(col), b(col))] # navigate inside the sequence col = list(target.keys()).index(token) target = target[col] # modify data in place; we need to convert tuple to list row = list(row) row[col] = recurse(row[col], tokens, target) return tuple(row) def m(row): tokens = id1.split(".") return recurse(row, tokens, template) return f, m Pydap-3.2.2/src/pydap/handlers/__init__.py0000664000175000017500000000007013105357414021500 0ustar hieberthiebert00000000000000__import__('pkg_resources').declare_namespace(__name__) Pydap-3.2.2/src/pydap/handlers/dap.py0000664000175000017500000003555513111210026020505 0ustar hieberthiebert00000000000000"""A handler for remote datasets. DAP handlers convert from different data formats (NetCDF, eg) to the internal Pydap model. The Pydap client is just a handler that converts from a remote dataset to the internal model. """ import io import sys import pprint import copy import re from itertools import chain # handlers should be set by the application # http://docs.python.org/2/howto/logging.html#configuring-logging-for-a-library import logging import numpy as np from six.moves.urllib.parse import urlsplit, urlunsplit, quote from six import text_type, string_types from pydap.model import (BaseType, SequenceType, StructureType, GridType) from ..net import GET, raise_for_status from ..lib import ( encode, combine_slices, fix_slice, hyperslab, START_OF_SEQUENCE, walk, StreamReader, BytesReader, DEFAULT_TIMEOUT, DAP2_ARRAY_LENGTH_NUMPY_TYPE) from .lib import ConstraintExpression, BaseHandler, IterData from ..parsers.dds import build_dataset from ..parsers.das import parse_das, add_attributes from ..parsers import parse_ce from ..responses.dods import DAP2_response_dtypemap logger = logging.getLogger('pydap') logger.addHandler(logging.NullHandler()) BLOCKSIZE = 512 class DAPHandler(BaseHandler): """Build a dataset from a DAP base URL.""" def __init__(self, url, application=None, session=None, output_grid=True, timeout=DEFAULT_TIMEOUT): # download DDS/DAS scheme, netloc, path, query, fragment = urlsplit(url) ddsurl = urlunsplit((scheme, netloc, path + '.dds', query, fragment)) r = GET(ddsurl, application, session, timeout=timeout) raise_for_status(r) if not r.charset: r.charset = 'ascii' dds = r.text dasurl = urlunsplit((scheme, netloc, path + '.das', query, fragment)) r = GET(dasurl, application, session, timeout=timeout) raise_for_status(r) if not r.charset: r.charset = 'ascii' das = r.text # build the dataset from the DDS and add attributes from the DAS self.dataset = build_dataset(dds) add_attributes(self.dataset, parse_das(das)) # remove any projection from the url, leaving selections projection, selection = parse_ce(query) url = urlunsplit((scheme, netloc, path, '&'.join(selection), fragment)) # now add data proxies for var in walk(self.dataset, BaseType): var.data = BaseProxy(url, var.id, var.dtype, var.shape, application=application, session=session) for var in walk(self.dataset, SequenceType): template = copy.copy(var) var.data = SequenceProxy(url, template, application=application, session=session) # apply projections for var in projection: target = self.dataset while var: token, index = var.pop(0) target = target[token] if isinstance(target, BaseType): target.data.slice = fix_slice(index, target.shape) elif isinstance(target, GridType): index = fix_slice(index, target.array.shape) target.array.data.slice = index for s, child in zip(index, target.maps): target[child].data.slice = (s,) elif isinstance(target, SequenceType): target.data.slice = index # retrieve only main variable for grid types: for var in walk(self.dataset, GridType): var.set_output_grid(output_grid) class BaseProxy(object): """A proxy for remote base types. This class behaves like a Numpy array, proxying the data from a base type on a remote dataset. """ def __init__(self, baseurl, id, dtype, shape, slice_=None, application=None, session=None, timeout=DEFAULT_TIMEOUT): self.baseurl = baseurl self.id = id self.dtype = dtype self.shape = shape self.slice = slice_ or tuple(slice(None) for s in self.shape) self.application = application self.session = session self.timeout = timeout def __repr__(self): return 'BaseProxy(%s)' % ', '.join( map(repr, [ self.baseurl, self.id, self.dtype, self.shape, self.slice])) def __getitem__(self, index): # build download url index = combine_slices(self.slice, fix_slice(index, self.shape)) scheme, netloc, path, query, fragment = urlsplit(self.baseurl) url = urlunsplit(( scheme, netloc, path + '.dods', quote(self.id) + hyperslab(index) + '&' + query, fragment)).rstrip('&') # download and unpack data logger.info("Fetching URL: %s" % url) r = GET(url, self.application, self.session, timeout=self.timeout) raise_for_status(r) dds, data = r.body.split(b'\nData:\n', 1) dds = dds.decode(r.content_encoding or 'ascii') # Parse received dataset: dataset = build_dataset(dds) dataset.data = unpack_data(BytesReader(data), dataset) return dataset[self.id].data def __len__(self): return self.shape[0] def __iter__(self): return iter(self[:]) # Comparisons return a boolean array def __eq__(self, other): return self[:] == other def __ne__(self, other): return self[:] != other def __ge__(self, other): return self[:] >= other def __le__(self, other): return self[:] <= other def __gt__(self, other): return self[:] > other def __lt__(self, other): return self[:] < other class SequenceProxy(object): """A proxy for remote sequences. This class behaves like a Numpy structured array, proxying the data from a sequence on a remote dataset. The data is streamed from the dataset, meaning it can be treated one record at a time before the whole data is downloaded. """ shape = () def __init__(self, baseurl, template, selection=None, slice_=None, application=None, session=None, timeout=DEFAULT_TIMEOUT): self.baseurl = baseurl self.template = template self.selection = selection or [] self.slice = slice_ or (slice(None),) self.application = application self.session = session self.timeout = timeout # this variable is true when only a subset of the children are selected self.sub_children = False @property def dtype(self): return self.template.dtype def __repr__(self): return 'SequenceProxy(%s)' % ', '.join( map(repr, [ self.baseurl, self.template, self.selection, self.slice])) def __copy__(self): """Return a lightweight copy of the object.""" return self.__class__(self.baseurl, self.template, self.selection[:], self.slice[:], self.application) def __getitem__(self, key): """Return a new object representing a subset of the data.""" out = copy.copy(self) # return the data for a children if isinstance(key, string_types): out.template = out.template[key] # return a new object with requested columns elif isinstance(key, list): out.sub_children = True out.template._visible_keys = key # return a copy with the added constraints elif isinstance(key, ConstraintExpression): out.selection.extend(str(key).split('&')) # slice data else: if isinstance(key, int): key = slice(key, key+1) out.slice = combine_slices(self.slice, (key,)) return out @property def url(self): """Return url from where data is fetched.""" scheme, netloc, path, query, fragment = urlsplit(self.baseurl) url = urlunsplit(( scheme, netloc, path + '.dods', self.id + hyperslab(self.slice) + '&' + '&'.join(self.selection), fragment)).rstrip('&') return url @property def id(self): """Return the id of this sequence.""" if self.sub_children: id_ = ','.join( quote(child.id) for child in self.template.children()) else: id_ = quote(self.template.id) return id_ def __iter__(self): # download and unpack data r = GET(self.url, self.application, self.session, timeout=self.timeout) raise_for_status(r) i = r.app_iter if not hasattr(i, '__next__'): i = iter(i) # Fast forward past the DDS header # the pattern could span chunk boundaries though so make sure to check pattern = b'Data:\n' last_chunk = find_pattern_in_string_iter(pattern, i) if last_chunk is None: raise ValueError("Could not find data segment in response from {}" .format(self.url)) # Then construct a stream consisting of everything from # 'Data:\n' to the end of the chunk + the rest of the stream def stream_start(): yield last_chunk stream = StreamReader(chain(stream_start(), i)) return unpack_sequence(stream, self.template) def __eq__(self, other): return ConstraintExpression('%s=%s' % (self.id, encode(other))) def __ne__(self, other): return ConstraintExpression('%s!=%s' % (self.id, encode(other))) def __ge__(self, other): return ConstraintExpression('%s>=%s' % (self.id, encode(other))) def __le__(self, other): return ConstraintExpression('%s<=%s' % (self.id, encode(other))) def __gt__(self, other): return ConstraintExpression('%s>%s' % (self.id, encode(other))) def __lt__(self, other): return ConstraintExpression('%s<%s' % (self.id, encode(other))) def unpack_sequence(stream, template): """Unpack data from a sequence, yielding records.""" # is this a sequence or a base type? sequence = isinstance(template, SequenceType) # if there are no children, we use the template as the only column cols = list(template.children()) or [template] # if there are no strings and no nested sequences we can unpack record by # record easily simple = all(isinstance(c, BaseType) and c.dtype.char not in "SU" for c in cols) if simple: dtype = np.dtype([("", c.dtype, c.shape) for c in cols]) marker = stream.read(4) while marker == START_OF_SEQUENCE: rec = np.fromstring(stream.read(dtype.itemsize), dtype=dtype)[0] if not sequence: rec = rec[0] yield rec marker = stream.read(4) else: marker = stream.read(4) while marker == START_OF_SEQUENCE: rec = unpack_children(stream, template) if not sequence: rec = rec[0] else: rec = tuple(rec) yield rec marker = stream.read(4) def unpack_children(stream, template): """Unpack children from a structure, returning their data.""" cols = list(template.children()) or [template] out = [] for col in cols: # sequences and other structures if isinstance(col, SequenceType): out.append(IterData(list(unpack_sequence(stream, col)), col)) elif isinstance(col, StructureType): out.append(tuple(unpack_children(stream, col))) # unpack arrays else: out.extend(convert_stream_to_list(stream, col.dtype, col.shape, col.id)) return out def convert_stream_to_list(stream, parser_dtype, shape, id): out = [] response_dtype = DAP2_response_dtypemap(parser_dtype) if shape: n = np.fromstring(stream.read(4), DAP2_ARRAY_LENGTH_NUMPY_TYPE)[0] count = response_dtype.itemsize * n if response_dtype.char in 'S': # Consider on 'S' and not 'SU' because # response_dtype.char should never be data = [] for _ in range(n): k = np.fromstring(stream.read(4), DAP2_ARRAY_LENGTH_NUMPY_TYPE)[0] data.append(stream.read(k)) stream.read(-k % 4) out.append(np.array([text_type(x.decode('ascii')) for x in data], 'S').reshape(shape)) else: stream.read(4) # read additional length try: out.append( np.fromstring( stream.read(count), response_dtype) .astype(parser_dtype).reshape(shape)) except ValueError as e: if str(e) == 'total size of new array must be unchanged': # server-side failure. # it is expected that the user should be mindful of this: raise RuntimeError( ('variable {0} could not be properly ' 'retrieved. To avoid this ' 'error consider using open_url(..., ' 'output_grid=False).').format(quote(id))) else: raise if response_dtype.char == "B": # Unsigned Byte type is packed to multiples of 4 bytes: stream.read(-n % 4) # special types: strings and bytes elif response_dtype.char in 'S': # Consider on 'S' and not 'SU' because # response_dtype.char should never be # 'U' k = np.fromstring(stream.read(4), DAP2_ARRAY_LENGTH_NUMPY_TYPE)[0] out.append(text_type(stream.read(k).decode('ascii'))) stream.read(-k % 4) # usual data else: out.append( np.fromstring(stream.read(response_dtype.itemsize), response_dtype) .astype(parser_dtype)[0]) if response_dtype.char == "B": # Unsigned Byte type is packed to multiples of 4 bytes: stream.read(3) return out def unpack_data(xdr_stream, dataset): """Unpack a string of encoded data, returning data as lists.""" return unpack_children(xdr_stream, dataset) def find_pattern_in_string_iter(pattern, i): last_chunk = b'' length = len(pattern) for this_chunk in i: last_chunk += this_chunk m = re.search(pattern, last_chunk) if m: return last_chunk[m.end():] last_chunk = last_chunk[-length:] def dump(): # pragma: no cover """Unpack dods response into lists. Return pretty-printed data. """ dods = sys.stdin.read() dds, xdrdata = dods.split(b'\nData:\n', 1) dataset = build_dataset(dds) xdr_stream = io.BytesIO(xdrdata) data = unpack_data(xdr_stream, dataset) data = dataset.data pprint.pprint(data) Pydap-3.2.2/src/pydap/handlers/netcdf/0000775000175000017500000000000013111405714020627 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/handlers/netcdf/__init__.py0000664000175000017500000001412013110645314022737 0ustar hieberthiebert00000000000000"""Pydap handler for NetCDF3/4 files.""" import os import re import time from stat import ST_MTIME from email.utils import formatdate import numpy as np from pkg_resources import get_distribution from pydap.model import DatasetType, GridType, BaseType from pydap.handlers.lib import BaseHandler from pydap.exceptions import OpenFileError from collections import OrderedDict # Check for netCDF4 presence: try: from netCDF4 import Dataset as netcdf_file def attrs(var): return dict((k, getattr(var, k)) for k in var.ncattrs()) except ImportError: from scipy.io.netcdf import netcdf_file def attrs(var): return var._attributes class NetCDFHandler(BaseHandler): """A simple handler for NetCDF files. Here's a standard dataset for testing sequential data: """ __version__ = get_distribution("pydap").version extensions = re.compile(r"^.*\.(nc|cdf)$", re.IGNORECASE) def __init__(self, filepath): BaseHandler.__init__(self) self.filepath = filepath try: with netcdf_file(self.filepath, 'r') as source: self.additional_headers.append(('Last-modified', (formatdate( time.mktime( time.localtime( os.stat(filepath) [ST_MTIME]) ))))) # shortcuts vars = source.variables dims = source.dimensions # build dataset name = os.path.split(filepath)[1] self.dataset = DatasetType(name, attributes=dict( NC_GLOBAL=attrs(source))) for dim in dims: if dims[dim] is None: self.dataset.attributes['DODS_EXTRA'] = { 'Unlimited_Dimension': dim, } break # add grids grids = [var for var in vars if var not in dims] for grid in grids: self.dataset[grid] = GridType(grid, attrs(vars[grid])) # add array self.dataset[grid][grid] = BaseType(grid, LazyVariable( source, grid, grid, self.filepath), vars[grid].dimensions, attrs(vars[grid])) # add maps for dim in vars[grid].dimensions: self.dataset[grid][dim] = BaseType(dim, vars[dim][:], None, attrs(vars[dim])) # add dims for dim in dims: self.dataset[dim] = BaseType(dim, vars[dim][:], None, attrs(vars[dim])) except Exception as exc: raise message = 'Unable to open file %s: %s' % (filepath, exc) raise OpenFileError(message) class LazyVariable: def __init__(self, source, name, path, filepath): self.filepath = filepath self.path = path var = source[self.path] self.dimensions = var._getdims() self.dtype = np.dtype(var.dtype) self.datatype = var.dtype self.ndim = len(var.dimensions) self._shape = var.shape self._reshape = var.shape self.scale = True self.name = name self.size = np.prod(self.shape) self._attributes = dict((attr, var.getncattr(attr)) for attr in var.ncattrs()) return def chunking(self): return 'contiguous' def filters(self): return None def get_var_chunk_cache(self): raise NotImplementedError('get_var_chunk_cache is not implemented') return def ncattrs(self): return self._attributes def getncattr(self, attr): return self._attributes[attr] def __getattr__(self, name): # from netcdf4-python # if name in _private_atts, it is stored at the python # level and not in the netCDF file. if name.startswith('__') and name.endswith('__'): # if __dict__ requested, return a dict with netCDF attributes. if name == '__dict__': names = self.ncattrs() values = [] for name in names: values.append(self._attributes[name]) return OrderedDict(zip(names, values)) else: raise AttributeError else: return self.getncattr(name) def getValue(self): return self[...] def __array__(self): return self[...] def __getitem__(self, key): with netcdf_file(self.filepath, 'r') as source: return (np.asarray(source[self.path][key]) .astype(self.dtype).reshape(self._reshape)) def reshape(self, *args): if len(args) > 1: self._reshape = args else: self._reshape = args return self @property def shape(self): return self._shape def __len__(self): if not self.shape: raise TypeError('len() of unsized object') else: return self.shape[0] def _getdims(self): return self.dimensions if __name__ == "__main__": import sys from werkzeug.serving import run_simple application = NetCDFHandler(sys.argv[1]) run_simple('localhost', 8001, application, use_reloader=True) Pydap-3.2.2/src/pydap/tests/0000775000175000017500000000000013111405714016726 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/pydap/tests/test_cas_esgf.py0000664000175000017500000001227413111210026022105 0ustar hieberthiebert00000000000000from pydap.client import open_url import pydap.net from pydap.cas import esgf import requests import numpy as np import os import pytest url = ('http://aims3.llnl.gov/thredds/dodsC/' 'cmip5_css02_data/cmip5/output1/CCCma/CanCM4/' 'decadal1995/fx/atmos/fx/r0i0p0/orog/1/' 'orog_fx_CanCM4_decadal1995_r0i0p0.nc') test_url = url + '.dods?orog[0:1:4][0:1:4]' @pytest.mark.auth @pytest.mark.prod_url @pytest.mark.skipif(not (os.environ.get('OPENID_ESGF_NO_REG') and os.environ.get('PASSWORD_ESGF_NO_REG')), reason=('Without auth credentials, ' 'this test cannot work')) def test_registration_esgf_auth(): """ Attempt to access a ESGF OPENDAP link for which the user has not yet selected a registration group. This procedure has to be completed only once per project over the lifetime of an ESGF OPENID Requires OPENID_ESGF_NO_REG and PASSWORD_ESGF_NO_REG environment variables. These must be associated with credentials where no group was selected. """ with pytest.raises(UserWarning): esgf.setup_session(os.environ.get('OPENID_ESGF_NO_REG'), os.environ.get('PASSWORD_ESGF_NO_REG'), check_url=url) @pytest.mark.auth @pytest.mark.prod_url @pytest.mark.skipif(not (os.environ.get('OPENID_ESGF') and os.environ.get('PASSWORD_ESGF')), reason=('Without auth credentials, ' 'this test cannot work')) def test_basic_esgf_auth(): """ Set up PyDAP to use the ESGF request() function. The intent here is to ensure that pydap.net is able to open and url if and only if requests is able to open the same url. """ session = esgf.setup_session(os.environ.get('OPENID_ESGF'), os.environ.get('PASSWORD_ESGF'), check_url=url) res = requests.get(test_url, cookies=session.cookies, verify=False) assert(res.status_code == 200) res.close() res = pydap.net.follow_redirect(test_url, session=session) assert(res.status_code == 200) @pytest.mark.auth @pytest.mark.prod_url @pytest.mark.skipif(not (os.environ.get('OPENID_ESGF') and os.environ.get('PASSWORD_ESGF')), reason=('Without auth credentials, ' 'this test cannot work')) def test_dimension_esgf_query(): session = esgf.setup_session(os.environ.get('OPENID_ESGF'), os.environ.get('PASSWORD_ESGF'), check_url=url) # Ensure authentication: res = pydap.net.follow_redirect(test_url, session=session) assert(res.status_code == 200) dataset = open_url(url, session=session) data = dataset['lon'][:5] expected_data = np.array([0.0, 2.8125, 5.625, 8.4375, 11.25]) assert(np.isclose(data, expected_data).all()) @pytest.mark.auth @pytest.mark.prod_url @pytest.mark.skipif(not (os.environ.get('OPENID_ESGF') and os.environ.get('PASSWORD_ESGF')), reason=('Without auth credentials, ' 'this test cannot work')) def test_variable_esgf_query(): session = esgf.setup_session(os.environ.get('OPENID_ESGF'), os.environ.get('PASSWORD_ESGF'), check_url=url) # Ensure authentication: res = pydap.net.follow_redirect(test_url, session=session) assert(res.status_code == 200) dataset = open_url(url, session=session, output_grid=False) data = dataset['orog'][50:55, 50:55] expected_data = [[197.70425, 16.319595, 0.0, 0.0, 0.0], [0.0, 0.0, 0.0, 0.0, 0.0], [0.0, 0.0, 0.0, 0.0, 0.0], [677.014, 628.29675, 551.06, 455.5758, 343.7354], [1268.3304, 1287.9553, 1161.0402, 978.3153, 809.143]] assert(np.isclose(data, expected_data).all()) @pytest.mark.auth @pytest.mark.prod_url @pytest.mark.skipif(not (os.environ.get('OPENID_ESGF_CEDA') and os.environ.get('USERNAME_ESGF_CEDA') and os.environ.get('PASSWORD_ESGF_CEDA')), reason=('Without auth credentials, ' 'this test cannot work')) def test_variable_esgf_query_ceda(): session = esgf.setup_session( os.environ.get('OPENID_ESGF_CEDA'), os.environ.get('PASSWORD_ESGF_CEDA'), check_url=url, username=os.environ.get('USERNAME_ESGF_CEDA')) # Ensure authentication: res = pydap.net.follow_redirect(test_url, session=session) assert(res.status_code == 200) dataset = open_url(url, session=session, output_grid=False) data = dataset['orog'][50:55, 50:55] expected_data = [[197.70425, 16.319595, 0.0, 0.0, 0.0], [0.0, 0.0, 0.0, 0.0, 0.0], [0.0, 0.0, 0.0, 0.0, 0.0], [677.014, 628.29675, 551.06, 455.5758, 343.7354], [1268.3304, 1287.9553, 1161.0402, 978.3153, 809.143]] assert(np.isclose(data, expected_data).all()) Pydap-3.2.2/src/pydap/tests/datasets.py0000664000175000017500000001612713111210026021105 0ustar hieberthiebert00000000000000"""Datasets for testing. This module defines a few datasets for testing, covering the whole DAP data model. """ import os import numpy as np from pydap.model import (DatasetType, BaseType, SequenceType, GridType, StructureType) from pydap.handlers.lib import IterData from pydap.client import open_file from collections import OrderedDict # Note that DAP2 does not support signed bytes (signed 8bits integers). # A very simple sequence: flat and with no strings. This sequence can be mapped # directly to a Numpy structured array, and can be easily encoded and decoded # in the DAP spec. VerySimpleSequence = DatasetType("VerySimpleSequence") VerySimpleSequence["sequence"] = SequenceType("sequence") VerySimpleSequence["sequence"]["byte"] = BaseType("byte") VerySimpleSequence["sequence"]["int"] = BaseType("int") VerySimpleSequence["sequence"]["float"] = BaseType("float") VerySimpleSequence["sequence"].data = np.array([ (0, 1, 10.), (1, 2, 20.), (2, 3, 30.), (3, 4, 40.), (4, 5, 50.), (5, 6, 60.), (6, 7, 70.), (7, 8, 80.), ], dtype=[('byte', np.ubyte), ('int', 'i4'), ('float', 'f4')]) # A nested sequence. NestedSequence = DatasetType("NestedSequence") NestedSequence["location"] = SequenceType("location") NestedSequence["location"]["lat"] = BaseType("lat") NestedSequence["location"]["lon"] = BaseType("lon") NestedSequence["location"]["elev"] = BaseType("elev") NestedSequence["location"]["time_series"] = SequenceType("time_series") NestedSequence["location"]["time_series"]["time"] = BaseType("time") NestedSequence["location"]["time_series"]["slp"] = BaseType("slp") NestedSequence["location"]["time_series"]["wind"] = BaseType("wind") NestedSequence["location"].data = IterData([ (1, 1, 1, [(10, 11, 12), (21, 22, 23)]), (2, 4, 4, [(15, 16, 17)]), (3, 6, 9, []), (4, 8, 16, [(31, 32, 33), (41, 42, 43), (51, 52, 53), (61, 62, 63)]), ], NestedSequence.location) # A simple array with bytes, strings and shorts. These types require special # encoding for the DODS response. SimpleArray = DatasetType("SimpleArray") SimpleArray["byte"] = BaseType("byte", np.arange(5, dtype=np.ubyte)) SimpleArray["string"] = BaseType("string", np.array(["one", "two"])) SimpleArray["short"] = BaseType("short", np.array(1, dtype="h")) DODS = os.path.join( os.path.dirname(__file__), 'rainfall_time_malaysia.cdp.dods') DAS = os.path.join(os.path.dirname(__file__), 'rainfall_time_malaysia.cdp.das') dapper = open_file(DODS, DAS) # dataset from http://test.opendap.org:8080/dods/dts/D1.asc D1 = DatasetType('EOSDB.DBO', type='Drifters') D1['Drifters'] = SequenceType('Drifters') D1['Drifters']['instrument_id'] = BaseType('instrument_id') D1['Drifters']['location'] = BaseType('location') D1['Drifters']['latitude'] = BaseType('latitude') D1['Drifters']['longitude'] = BaseType('longitude') D1.Drifters.data = np.array(np.rec.fromrecords(list(zip( [u"This is a data test string (pass {0}).".format(1+i*2) for i in range(5)], [u"This is a data test string (pass {0}).".format(i*2) for i in range(5)], [1000.0, 999.95, 999.80, 999.55, 999.20], [999.95, 999.55, 998.75, 997.55, 995.95])), names=list(D1.Drifters.keys()))) # testing structures SimpleStructure = DatasetType('SimpleStructure') SimpleStructure['types'] = StructureType( name='types', key="value", nested=OrderedDict([ ("string", "bar"), ("list", [42, 43]), ("array", np.array(1)), ("float", 1000.0), ])) SimpleStructure['types']['b'] = BaseType('b', np.array(-10, np.byte)) SimpleStructure['types']['ub'] = BaseType('ub', np.array(10, np.ubyte)) SimpleStructure['types']['i32'] = BaseType('i32', np.array(-10, np.int32)) SimpleStructure['types']['ui32'] = BaseType('ui32', np.array(10, np.uint32)) SimpleStructure['types']['i16'] = BaseType('i16', np.array(-10, np.int16)) SimpleStructure['types']['ui16'] = BaseType('ui16', np.array(10, np.uint16)) SimpleStructure['types']['f32'] = BaseType('f32', np.array(100.0, np.float32)) SimpleStructure['types']['f64'] = BaseType('f64', np.array(1000., np.float64)) SimpleStructure['types']['s'] = BaseType( 's', np.array("This is a data test string (pass 0).")) SimpleStructure['types']['u'] = BaseType('u', np.array("http://www.dods.org")) SimpleStructure['types']['U'] = BaseType('U', np.array(u"test unicode", np.unicode)) # test grid rain = DatasetType('test') rain['rain'] = GridType('rain') rain['rain']['rain'] = BaseType( 'rain', np.arange(6).reshape(2, 3), dimensions=('y', 'x')) rain['rain']['x'] = BaseType('x', np.arange(3), units='degrees_east') rain['rain']['y'] = BaseType('y', np.arange(2), units='degrees_north') # test for ``bounds`` function bounds = DatasetType('test') bounds['sequence'] = SequenceType('sequence') bounds['sequence']['lon'] = BaseType('lon', axis='X') bounds['sequence']['lat'] = BaseType('lat', axis='Y') bounds['sequence']['depth'] = BaseType('depth', axis='Z') bounds['sequence']['time'] = BaseType( 'time', axis='T', units="days since 1970-01-01") bounds['sequence']['measurement'] = BaseType('measurement') bounds.sequence.data = np.array(np.rec.fromrecords([ (100, -10, 0, -1, 42), (200, 10, 500, 1, 43), ], names=list(bounds.sequence.keys()))) # test for density ctd = DatasetType('ctd') ctd['cast'] = SequenceType('cast') ctd['cast']['temperature'] = BaseType('temperature') ctd['cast']['salinity'] = BaseType('salinity') ctd['cast']['pressure'] = BaseType('pressure') ctd.cast.data = np.array(np.rec.fromrecords([ (21, 35, 0), (15, 35, 100), ], names=list(ctd.cast.keys()))) # a simple sequence, simulating a CTD profile SimpleSequence = DatasetType( "SimpleSequence", description="A simple sequence for testing.", nested={"value": 42}) SimpleSequence["cast"] = SequenceType("cast") SimpleSequence["cast"]["id"] = BaseType("id") SimpleSequence["cast"]["lon"] = BaseType("lon", axis="X") SimpleSequence["cast"]["lat"] = BaseType("lat", axis="Y") SimpleSequence["cast"]["depth"] = BaseType("depth", axis="Z") SimpleSequence["cast"]["time"] = BaseType( "time", axis="T", units="days since 1970-01-01") SimpleSequence["cast"]["temperature"] = BaseType("temperature") SimpleSequence["cast"]["salinity"] = BaseType("salinity") SimpleSequence["cast"]["pressure"] = BaseType("pressure") SimpleSequence["cast"].data = np.array(np.rec.fromrecords([ ("1", 100, -10, 0, -1, 21, 35, 0), ("2", 200, 10, 500, 1, 15, 35, 100), ], names=list(SimpleSequence['cast'].keys()))) # SimpleSequence["cast"].data = IterData([ # ("1", 100, -10, 0, -1, 21, 35, 0), # ("2", 200, 10, 500, 1, 15, 35, 100), # ], SimpleSequence.cast) # a simple grid SimpleGrid = DatasetType( "SimpleGrid", description="A simple grid for testing.") SimpleGrid["SimpleGrid"] = GridType("SimpleGrid") SimpleGrid["SimpleGrid"]["SimpleGrid"] = BaseType( "SimpleGrid", np.arange(6).reshape(2, 3), dimensions=("y", "x")) SimpleGrid["x"] = SimpleGrid["SimpleGrid"]["x"] = BaseType( "x", np.arange(3), axis="X", units="degrees_east") SimpleGrid["y"] = SimpleGrid["SimpleGrid"]["y"] = BaseType( "y", np.arange(2), axis="Y", units="degrees_north") Pydap-3.2.2/src/pydap/tests/test_lib.py0000664000175000017500000002042013105357414021111 0ustar hieberthiebert00000000000000"""Test the basic DAP functions.""" import numpy as np from six import MAXSIZE from pydap.model import (DatasetType, BaseType, StructureType) from pydap.exceptions import ConstraintExpressionError from pydap.lib import (quote, encode, fix_slice, combine_slices, hyperslab, walk, fix_shorthand, get_var) import unittest class TestQuote(unittest.TestCase): """Test quoting. According to the DAP 2 specification a variable name MUST contain only upper or lower case letters, numbers, or characters from the set _ ! ~ * ' - " All other characters must be escaped. This includes the period, which is normally not quoted by ``urllib.quote``. """ def test_quoting(self): """Test a simple quoting.""" self.assertEqual(quote("White space"), "White%20space") def test_quoting_period(self): """Test if period is also quoted.""" self.assertEqual(quote("Period."), "Period%2E") class TestEncode(unittest.TestCase): """Test encoding. According to the DAP 2 specification, numbers must be encoded using the C notation "%.6g". Other objects are encoded as escaped strings. """ def test_integer(self): """Test integer encoding.""" self.assertEqual(encode(1), "1") def test_float(self): """Test floating encoding.""" self.assertEqual(encode(np.pi), "3.14159") def test_string(self): """Test string encoding.""" self.assertEqual(encode("test"), '"test"') def test_string_with_quotation(self): """Test encoding a string with a quotation mark.""" self.assertEqual(encode('this is a "test"'), '"this is a \"test\""') def test_unicode(self): """Unicode objects are encoded just like strings.""" self.assertEqual(encode(u"test"), '"test"') def test_obj(self): """Other objects are encoded according to their ``repr``.""" self.assertEqual(encode({}), '"{}"') class TestFixSlice(unittest.TestCase): """Test the ``fix_slice`` function.""" def test_not_tuple(self): """Non tuples should be converted and handled correctly.""" x = np.arange(10) slice1 = 0 slice2 = fix_slice(slice1, x.shape) # ``fix_slice`` will convert to a tuple self.assertEqual(slice2, (0,)) # assert that the slice is equivalent to the original np.testing.assert_array_equal(x[slice1], x[slice2]) def test_ellipsis(self): """Expand Ellipsis to occupy the missing dimensions.""" x = np.arange(6).reshape(2, 3, 1) slice1 = Ellipsis, 0 slice2 = fix_slice(slice1, x.shape) # an Ellipsis is expanded to slice(None) self.assertEqual( slice2, ((slice(0, 2, 1), slice(0, 3, 1), 0))) np.testing.assert_array_equal(x[slice1], x[slice2]) def test_negative_int(self): """Negative values are converted to positive.""" x = np.arange(10) slice1 = -5 slice2 = fix_slice(slice1, x.shape) self.assertEqual(slice2, (5,)) np.testing.assert_array_equal(x[slice1], x[slice2]) def test_negative_start(self): """Test for slices with a negative start.""" x = np.arange(10) slice1 = slice(-8, 8) slice2 = fix_slice(slice1, x.shape) self.assertEqual(slice2, (slice(2, 8, 1),)) np.testing.assert_array_equal(x[slice1], x[slice2]) def test_negative_stop(self): """Test for slices with a negative stop.""" x = np.arange(10) slice1 = slice(2, -2) slice2 = fix_slice(slice1, x.shape) self.assertEqual(slice2, (slice(2, 8, 1),)) np.testing.assert_array_equal(x[slice1], x[slice2]) class TestCombineSlices(unittest.TestCase): """Test the ``combine_slices`` function.""" def test_not_tuple(self): """The function fails when one of the slices is not a tuple.""" slice1 = 0 slice2 = (0,) with self.assertRaises(TypeError): combine_slices(slice1, slice2) with self.assertRaises(TypeError): combine_slices(slice2, slice1) def test_integer(self): """Test slices that are just integers.""" slice1 = (0,) slice2 = (1,) combined = combine_slices(slice1, slice2) self.assertEqual(combined, (slice(1, 1, 1),)) def test_stops_none(self): """Test when both of the slices have ``None`` for stop.""" x = np.arange(10) slice1 = (slice(0, None),) slice2 = (slice(5, None),) combined = combine_slices(slice1, slice2) self.assertEqual(combined, (slice(5, None, 1),)) np.testing.assert_array_equal(x[combined], x[slice1][slice2]) def test_first_stop_none(self): """Test when the first slice has ``None`` for stop.""" x = np.arange(10) slice1 = (slice(5, None),) slice2 = (slice(0, 8),) combined = combine_slices(slice1, slice2) self.assertEqual(combined, (slice(5, 13, 1),)) np.testing.assert_array_equal(x[combined], x[slice1][slice2]) def test_second_stop_none(self): """Test when the second slice has ``None`` for stop.""" x = np.arange(10) slice1 = (slice(0, 8),) slice2 = (slice(5, None),) combined = combine_slices(slice1, slice2) self.assertEqual(combined, (slice(5, 8, 1),)) np.testing.assert_array_equal(x[combined], x[slice1][slice2]) def test_all_values(self): """Test when start and stop are all integers.""" x = np.arange(20) slice1 = (slice(0, 8),) slice2 = (slice(5, 6),) combined = combine_slices(slice1, slice2) self.assertEqual(combined, (slice(5, 6, 1),)) np.testing.assert_array_equal(x[combined], x[slice1][slice2]) class TestHyperslab(unittest.TestCase): """Test hyperslab generation from Python slices.""" def test_no_tuple(self): """Test that slices that are not tuples work.""" slice_ = slice(0) self.assertEqual(hyperslab(slice_), "[0:1:%d]" % (MAXSIZE-1)) def test_remove(self): """Test that excess slices are removed.""" slice_ = (slice(0), slice(None)) self.assertEqual(hyperslab(slice_), "[0:1:%d]" % (MAXSIZE-1)) def test_ndimensional(self): """Test n-dimensions slices.""" slice_ = (slice(1, 10, 1), slice(2, 10, 2)) self.assertEqual(hyperslab(slice_), "[1:1:9][2:2:9]") class TestWalk(unittest.TestCase): """Test the ``walk`` function to iterate over a dataset.""" def setUp(self): """Create a basic dataset.""" self.dataset = DatasetType("a") self.dataset["b"] = BaseType("b") self.dataset["c"] = StructureType("c") def test_walk(self): """Test that all variables are yielded.""" self.assertEqual( list(walk(self.dataset)), [self.dataset, self.dataset.b, self.dataset.c]) def test_walk_type(self): """Test the filtering of variables yielded.""" self.assertEqual(list(walk(self.dataset, BaseType)), [self.dataset.b]) class TestFixShorthand(unittest.TestCase): """Test the ``fix_shorthand`` function.""" def test_fix_projection(self): """Test a dataset that can use the shorthand notation.""" dataset = DatasetType("a") dataset["b"] = StructureType("b") dataset["b"]["c"] = BaseType("c") projection = [[("c", ())]] self.assertEqual( fix_shorthand(projection, dataset), [[('b', ()), ('c', ())]]) def test_conflict(self): """Test a dataset with conflicting short names.""" dataset = DatasetType("a") dataset["b"] = StructureType("b") dataset["b"]["c"] = BaseType("c") dataset["d"] = StructureType("d") dataset["d"]["c"] = BaseType("c") projection = [[("c", ())]] with self.assertRaises(ConstraintExpressionError): fix_shorthand(projection, dataset) class TestGetVar(unittest.TestCase): """Test the ``get_var`` function.""" def test_get_var(self): """Test that the id is returned properly.""" dataset = DatasetType("a") dataset["b"] = StructureType("b") dataset["b"]["c"] = BaseType("c") self.assertEqual(get_var(dataset, 'b.c'), dataset['b']['c']) Pydap-3.2.2/src/pydap/tests/test_handlers_netcdf.py0000664000175000017500000000746413110645314023476 0ustar hieberthiebert00000000000000"""Test the DAP handler, which forms the core of the client.""" import sys from netCDF4 import Dataset import tempfile import os import numpy as np from six.moves import zip from pydap.handlers.netcdf import NetCDFHandler from pydap.handlers.dap import DAPHandler from pydap.wsgi.ssf import ServerSideFunctions if sys.version_info < (2, 7): import unittest2 as unittest else: import unittest class TestNetCDFHandler(unittest.TestCase): """Test that the handler creates the correct dataset from a URL.""" data = [(10, 15.2, 'Diamond_St'), (11, 13.1, 'Blacktail_Loop'), (12, 13.3, 'Platinum_St'), (13, 12.1, 'Kodiak_Trail')] def setUp(self): """Create WSGI apps""" # Create tempfile: fileno, self.test_file = tempfile.mkstemp(suffix='.nc') # must close file number: os.close(fileno) with Dataset(self.test_file, 'w') as output: output.createDimension('index', None) temp = output.createVariable('index', 'i4')) self.assertEqual(dataset.SimpleGrid.x.data.shape, (3,)) self.assertEqual( dataset.SimpleGrid.x.data.slice, (slice(None),)) # test the grid self.assertIsInstance(dataset.SimpleGrid.SimpleGrid.data, BaseProxy) self.assertEqual( dataset.SimpleGrid.SimpleGrid.data.baseurl, "http://localhost:8001/") self.assertEqual( dataset.SimpleGrid.SimpleGrid.data.id, "SimpleGrid.SimpleGrid") self.assertEqual( dataset.SimpleGrid.SimpleGrid.data.dtype, np.dtype('>i4')) self.assertEqual(dataset.SimpleGrid.SimpleGrid.data.shape, (2, 3)) self.assertEqual( dataset.SimpleGrid.SimpleGrid.data.slice, (slice(None), slice(None))) self.assertEqual( repr(dataset.SimpleGrid[:]), "") def test_grid_erddap(self): """Test that dataset has the correct data proxies for grids with the ERDDAP behavior.""" with patch('pydap.handlers.lib.degenerate_grid_to_structure', side_effect=(lambda x: x)) as mock_degenerate: dataset = DAPHandler("http://localhost:8001/", self.app1).dataset self.assertEqual( repr(dataset.SimpleGrid[:]), "") assert mock_degenerate.called def test_grid_output_grid_false(self): """Test that dataset has the correct data proxies for grids with option output_grid set to False.""" dataset = DAPHandler("http://localhost:8001/", self.app1, output_grid=False).dataset self.assertEqual(list(dataset.keys()), ["SimpleGrid", "x", "y"]) self.assertEqual( list(dataset.SimpleGrid.keys()), ["SimpleGrid", "x", "y"]) # test one of the axis self.assertIsInstance(dataset.SimpleGrid.x.data, BaseProxy) self.assertEqual( dataset.SimpleGrid.x.data.baseurl, "http://localhost:8001/") self.assertEqual(dataset.SimpleGrid.x.data.id, "SimpleGrid.x") self.assertEqual(dataset.SimpleGrid.x.data.dtype, np.dtype('>i4')) self.assertEqual(dataset.SimpleGrid.x.data.shape, (3,)) self.assertEqual( dataset.SimpleGrid.x.data.slice, (slice(None),)) # test the grid self.assertIsInstance(dataset.SimpleGrid.SimpleGrid.data, BaseProxy) self.assertEqual( dataset.SimpleGrid.SimpleGrid.data.baseurl, "http://localhost:8001/") self.assertEqual( dataset.SimpleGrid.SimpleGrid.data.id, "SimpleGrid.SimpleGrid") self.assertEqual( dataset.SimpleGrid.SimpleGrid.data.dtype, np.dtype('>i4')) self.assertEqual(dataset.SimpleGrid.SimpleGrid.data.shape, (2, 3)) self.assertEqual( dataset.SimpleGrid.SimpleGrid.data.slice, (slice(None), slice(None))) np.testing.assert_array_equal(dataset.SimpleGrid[:], [[0, 1, 2], [3, 4, 5]]) def test_grid_erddap_output_grid_false(self): """Test that dataset has the correct data proxies for grids with option output_grid set to False and with the ERDDAP behavior.""" with patch('pydap.handlers.lib.degenerate_grid_to_structure', side_effect=(lambda x: x)) as mock_degenerate: dataset = DAPHandler("http://localhost:8001/", self.app1, output_grid=False).dataset np.testing.assert_array_equal(dataset.SimpleGrid[:], [[0, 1, 2], [3, 4, 5]]) assert mock_degenerate.called def test_grid_with_projection(self): """Test that a sliced proxy can be created for grids.""" dataset = DAPHandler("http://localhost:8001/?SimpleGrid[0]", self.app1).dataset self.assertEqual(dataset.SimpleGrid.x.data.shape, (1,)) self.assertEqual(dataset.SimpleGrid.x.data.slice, (slice(0, 1, 1),)) self.assertEqual(dataset.SimpleGrid.y.data.shape, (2,)) self.assertEqual(dataset.SimpleGrid.y.data.slice, (slice(0, 3, 1),)) self.assertEqual(dataset.SimpleGrid.SimpleGrid.data.shape, (1, 3)) self.assertEqual( dataset.SimpleGrid.SimpleGrid.data.slice, (slice(0, 1, 1), slice(0, 3, 1))) def test_base_type_with_projection(self): """Test that a sliced proxy can be created for a base type.""" dataset = DAPHandler("http://localhost:8001/?x[1:1:2]", self.app1).dataset self.assertEqual(dataset.x.data.shape, (2,)) self.assertEqual(dataset.x.data.slice, (slice(1, 2, 1),)) def test_grid_array_with_projection(self): """Test that a grid array can be properly pre sliced.""" dataset = DAPHandler( "http://localhost:8001/?SimpleGrid.SimpleGrid[0]", self.app1).dataset # object should be a structure, not a grid self.assertEqual(list(dataset.keys()), ["SimpleGrid"]) self.assertNotIsInstance(dataset.SimpleGrid, GridType) self.assertIsInstance(dataset.SimpleGrid, StructureType) self.assertEqual(dataset.SimpleGrid.SimpleGrid.data.shape, (1, 3)) self.assertEqual( dataset.SimpleGrid.SimpleGrid.data.slice, (slice(0, 1, 1), slice(0, 3, 1))) def test_grid_map_with_projection(self): """Test that a grid map can be properly pre sliced.""" dataset = DAPHandler("http://localhost:8001/?SimpleGrid.x[0]", self.app1).dataset self.assertEqual(dataset.SimpleGrid.x.data.shape, (1,)) self.assertEqual( dataset.SimpleGrid.x.data.slice, (slice(0, 1, 1),)) def test_sequence(self): """Test that dataset has the correct data proxies for sequences.""" dataset = DAPHandler("http://localhost:8001/", self.app2).dataset self.assertEqual(list(dataset.keys()), ["cast"]) self.assertEqual( list(dataset.cast.keys()), [ 'id', 'lon', 'lat', 'depth', 'time', 'temperature', 'salinity', 'pressure']) # check the sequence self.assertIsInstance(dataset.cast.data, SequenceProxy) self.assertEqual( dataset.cast.data.baseurl, "http://localhost:8001/") self.assertEqual(dataset.cast.data.id, "cast") self.assertEqual(dataset.cast.data.shape, ()) self.assertEqual(dataset.cast.data.selection, []) self.assertEqual(dataset.cast.data.slice, (slice(None),)) # check a child self.assertIsInstance(dataset.cast.lon.data, SequenceProxy) self.assertEqual( dataset.cast.lon.data.baseurl, "http://localhost:8001/") self.assertEqual(dataset.cast.lon.data.id, "cast.lon") self.assertEqual(dataset.cast.lon.data.shape, ()) self.assertEqual(dataset.cast.lon.data.dtype, np.dtype(">i4")) self.assertEqual(dataset.cast.lon.data.selection, []) self.assertEqual(dataset.cast.lon.data.slice, (slice(None),)) def test_sequence_with_projection(self): """Test projections applied to sequences.""" dataset = DAPHandler( "http://localhost:8001/?cast[1]", self.app2).dataset self.assertEqual(dataset.cast.data.slice, (slice(1, 2, 1),)) self.assertEqual( [tuple(row) for row in dataset.cast.iterdata()], [ ('2', 200, 10, 500, 1, 15, 35, 100)]) class TestBaseProxy(unittest.TestCase): """Test `BaseProxy` objects.""" def setUp(self): """Create a WSGI app""" self.app = BaseHandler(SimpleArray) self.data = BaseProxy( "http://localhost:8001/", "byte", np.dtype("B"), (5,), application=self.app) def test_repr(self): """Test the object representation.""" self.assertEqual( repr(self.data), "BaseProxy('http://localhost:8001/', 'byte', " "dtype('uint8'), (5,), " "(slice(None, None, None),))") def test_getitem(self): """Test the ``__getitem__`` method.""" np.testing.assert_array_equal(self.data[:], np.arange(5)) def test_getitem_out_of_bound(self): """ Test the ``__getitem__`` method with out of bounds slices. The same result as numpy is expected. """ np.testing.assert_array_equal(self.data[:10], np.arange(5)[:10]) def test_inexact_division(self): """Test data retrieval when step > 1 and division inexact.""" np.testing.assert_array_equal(self.data[0:3:2], np.arange(5)[0:3:2]) def test_len(self): """Test length method.""" self.assertEqual(len(self.data), 5) def test_iteration(self): """Test iteration.""" self.assertEqual(list(iter(self.data)), list(range(5))) def test_comparisons(self): """Test all the comparisons.""" np.testing.assert_array_equal(self.data == 2, np.arange(5) == 2) np.testing.assert_array_equal(self.data != 2, np.arange(5) != 2) np.testing.assert_array_equal(self.data >= 2, np.arange(5) >= 2) np.testing.assert_array_equal(self.data <= 2, np.arange(5) <= 2) np.testing.assert_array_equal(self.data > 2, np.arange(5) > 2) np.testing.assert_array_equal(self.data < 2, np.arange(5) < 2) class TestBaseProxyShort(unittest.TestCase): """Test `BaseProxy` objects with short dtype.""" def setUp(self): """Create a WSGI app with array data""" self.app = BaseHandler(SimpleArray) self.data = BaseProxy( "http://localhost:8001/", "short", np.dtype(">h"), (), application=self.app) def test_getitem(self): """Test the ``__getitem__`` method.""" np.testing.assert_array_equal(self.data[:], np.array(1)) assert self.data[:].dtype.char == 'h' class TestBaseProxyString(unittest.TestCase): """Test a ``BaseProxy`` with string data.""" def setUp(self): """Create a WSGI app with array data""" dataset = DatasetType("test") dataset["s"] = BaseType("s", np.array(["one", "two", "three"])) self.app = BaseHandler(dataset) self.data = BaseProxy( "http://localhost:8001/", "s", np.dtype("|S5"), (3,), application=self.app) def test_getitem(self): """Test the ``__getitem__`` method.""" np.testing.assert_array_equal( self.data[:], np.array(["one", "two", "three"], dtype='S')) class TestSequenceProxy(unittest.TestCase): """Test that a ``SequenceProxy`` behaves like a Numpy structured array.""" def setUp(self): """Create a WSGI app""" self.app = BaseHandler(VerySimpleSequence) self.local = VerySimpleSequence.sequence.data dataset = DAPHandler("http://localhost:8001/", self.app).dataset self.remote = dataset.sequence.data def test_repr(self): """Test the object representation.""" self.assertEqual( repr(self.remote), "SequenceProxy('http://localhost:8001/', " ", [], " "(slice(None, None, None),))") def test_attributes(self): """Test attributes of the remote sequence.""" self.assertEqual(self.remote.baseurl, "http://localhost:8001/") self.assertEqual(self.remote.id, "sequence") self.assertEqual(list(self.remote.template.keys()), ["byte", "int", "float"]) self.assertEqual(self.remote.selection, []) self.assertEqual(self.remote.slice, (slice(None),)) def test_getitem(self): """Test modifications to the proxy object.""" child = self.remote["int"] self.assertEqual(child.id, "sequence.int") self.assertEqual(child.template.dtype, np.dtype(">i4")) self.assertEqual(child.template.shape, ()) print(self.remote) child = self.remote[["float", "int"]] print(child) self.assertEqual(child.id, "sequence.float,sequence.int") self.assertEqual(list(child.template.keys()), ["float", "int"]) child = self.remote[0] self.assertEqual(child.slice, (slice(0, 1, 1),)) child = self.remote[0:2] self.assertEqual(child.slice, (slice(0, 2, 1),)) def test_url(self): """Test URL generation.""" self.assertEqual( self.remote.url, "http://localhost:8001/.dods?sequence") self.assertEqual( self.remote["int"].url, "http://localhost:8001/.dods?sequence.int") self.assertEqual( self.remote[["float", "int"]].url, "http://localhost:8001/.dods?sequence.float,sequence.int") def test_iter(self): """Test iteration.""" self.assertEqual( [tuple(row) for row in self.local], [ (0, 1, 10.0), (1, 2, 20.0), (2, 3, 30.0), (3, 4, 40.0), (4, 5, 50.0), (5, 6, 60.0), (6, 7, 70.0), (7, 8, 80.0)]) self.assertEqual( [tuple(row) for row in self.remote], [ (0, 1, 10.0), (1, 2, 20.0), (2, 3, 30.0), (3, 4, 40.0), (4, 5, 50.0), (5, 6, 60.0), (6, 7, 70.0), (7, 8, 80.0)]) def test_iter_child(self): """Test iteration over a child.""" child = self.local["byte"] self.assertEqual(list(child), [0, 1, 2, 3, 4, 5, 6, 7]) child = self.remote["byte"] self.assertEqual(list(child), [0, 1, 2, 3, 4, 5, 6, 7]) def test_iter_find_pattern(self): pattern = b'Data:\n' # Check in a simple iteration: string_iter = iter([b'blahblah ', b'Data:\n', b'blahblahblah']) last_chunk = find_pattern_in_string_iter(pattern, string_iter) assert last_chunk == b'' assert next(string_iter) == b'blahblahblah' # Check in a more complex iteration: string_iter = iter([b'blahblah Da', b'ta:\nblahb', b'lahblah']) last_chunk = find_pattern_in_string_iter(pattern, string_iter) assert last_chunk == b'blahb' assert next(string_iter) == b'lahblah' # Check for a character by character iteration: string_iter = iter([b'b', b'l', b'a', b'h', b'b', b'l', b'a', b'h', b' ', b'D', b'a', b't', b'a', b':', b'\n', b'b', b'l', b'a']) last_chunk = find_pattern_in_string_iter(pattern, string_iter) assert last_chunk == b'' assert next(string_iter) == b'b' def test_comparisons(self): """Test lazy comparisons on the object.""" filtered = self.remote[self.remote["byte"] == 4] self.assertEqual(filtered.selection, ["sequence.byte=4"]) filtered = self.remote[self.remote["byte"] != 4] self.assertEqual(filtered.selection, ["sequence.byte!=4"]) filtered = self.remote[self.remote["byte"] >= 4] self.assertEqual(filtered.selection, ["sequence.byte>=4"]) filtered = self.remote[self.remote["byte"] <= 4] self.assertEqual(filtered.selection, ["sequence.byte<=4"]) class TestSequenceWithString(unittest.TestCase): def setUp(self): """Create a WSGI app""" self.app = BaseHandler(SimpleSequence) self.local = SimpleSequence.cast.data dataset = DAPHandler("http://localhost:8001/", self.app).dataset self.remote = dataset.cast.data def test_iter(self): """Test iteration.""" self.assertEqual( [tuple(row) for row in self.local], [ ('1', 100, -10, 0, -1, 21, 35, 0), ('2', 200, 10, 500, 1, 15, 35, 100)]) self.assertEqual( [tuple(row) for row in self.remote], [ ('1', 100, -10, 0, -1, 21, 35, 0), ('2', 200, 10, 500, 1, 15, 35, 100)]) def test_projection(self): """Test if we can select only a few variables.""" filtered = self.local[["salinity", "depth"]] self.assertEqual( [tuple(row) for row in filtered], [(35, 0), (35, 500)]) filtered = self.remote[["salinity", "depth"]] self.assertEqual( [tuple(row) for row in filtered], [(35, 0), (35, 500)]) def test_iter_child(self): """Test iteration over a child.""" child = self.local["salinity"] self.assertEqual(list(child), [35, 35]) child = self.remote["salinity"] self.assertEqual(list(child), [35, 35]) def test_filtering(self): """Test filtering of data.""" filtered = self.local[self.local["lon"] > 100] self.assertEqual( [tuple(row) for row in filtered], [ ('2', 200, 10, 500, 1, 15, 35, 100)]) filtered = self.remote[self.remote["lon"] > 100] self.assertEqual( [tuple(row) for row in filtered], [ ('2', 200, 10, 500, 1, 15, 35, 100)]) # filtering works because we store comparisons as lazy objects self.assertIsInstance(self.remote["lon"] > 100, ConstraintExpression) self.assertEqual(filtered.selection, ['cast.lon>100']) class TestStringBaseType(unittest.TestCase): """Regression test for string base type.""" def setUp(self): """Create a WSGI app with array data""" dataset = DatasetType("test") data = np.array("This is a test", dtype='S') dataset["s"] = BaseType("s", data) self.app = BaseHandler(dataset) self.data = BaseProxy( "http://localhost:8001/", "s", np.dtype("|S14"), (), application=self.app) def test_getitem(self): """Test the ``__getitem__`` method.""" np.testing.assert_array_equal(self.data[:], "This is a test") class TestArrayStringBaseType(unittest.TestCase): """Regression test for an array of unicode base type.""" def setUp(self): """Create a WSGI app with array data""" dataset = DatasetType("test") self.original_data = np.array([["This ", "is "], ["a ", "test"]], dtype=' 3] assert ([tuple(row) for row in selection] == [(4, 5, 50.), (5, 6, 60.), (6, 7, 70.), (7, 8, 80.)]) selection = simple_object[simple_object["byte"] > 3] assert ([tuple(row) for row in selection] == [(4, 5, 50.), (5, 6, 60.), (6, 7, 70.), (7, 8, 80.)]) def test_projection(simple_array, simple_object): projection = simple_array[1::2] assert ([tuple(row) for row in projection] == [(1, 2, 20.), (3, 4, 40.), (5, 6, 60.), (7, 8, 80.)]) assert ( list(simple_array["byte"][1::2]) == [1, 3, 5, 7]) assert ( list(simple_array[1::2]["byte"]) == [1, 3, 5, 7]) projection = simple_object[1::2] assert ([tuple(row) for row in projection] == [(1, 2, 20.), (3, 4, 40.), (5, 6, 60.), (7, 8, 80.)]) assert ( list(simple_object["byte"][1::2]) == [1, 3, 5, 7]) assert ( list(simple_object[1::2]["byte"]) == [1, 3, 5, 7]) def test_combined(simple_array, simple_object): filtered = simple_array[simple_array["byte"] > 1] filtered = filtered[filtered["byte"] < 6] filtered = filtered[::2] assert ([tuple(row) for row in filtered] == [(2, 3, 30.), (4, 5, 50.)]) filtered = simple_object[simple_object["byte"] > 1] filtered = filtered[filtered["byte"] < 6] filtered = filtered[::2] assert ([tuple(row) for row in filtered] == [(2, 3, 30.), (4, 5, 50.)]) @pytest.fixture def nested_data(): shallow_data = [(1, 1, 1), (2, 4, 4), (3, 6, 9), (4, 8, 16)] deep_data = [[(10, 11, 12), (21, 22, 23)], [(15, 16, 17)], [], [(31, 32, 33), (41, 42, 43), (51, 52, 53), (61, 62, 63)]] nested = [x + (deep_data[x_id],) for x_id, x in enumerate(shallow_data)] return nested @pytest.fixture def nested_dtype(): dtype = np.dtype([('a', ' 2] expected = [tuple(row) for row in nested_data if row[0] > 2] assert [tuple(row) for row in selection] == expected def test_nested_projection(nested_data, nested_object): projection = nested_data[1::2] expected = [tuple(row) for row_id, row in enumerate(nested_data) if row_id in range(1, len(nested_data), 2)] assert [tuple(row) for row in projection] == expected projection = nested_object[1::2] expected = [tuple(row) for row_id, row in enumerate(nested_data) if row_id in range(1, len(nested_data), 2)] assert [tuple(row) for row in projection] == expected def test_nested_combined(nested_data, nested_object): filtered = [tuple(row) for row in nested_data if row[0] > 2] filtered = [tuple(row) for row in filtered if row[0] < 4] filtered = filtered[::2] assert ([tuple(row) for row in filtered] == [(3, 6, 9, [])]) filtered = nested_object[nested_object["a"] > 2] filtered = filtered[filtered["a"] < 4] filtered = filtered[::2] assert ([tuple(row) for row in filtered] == [(3, 6, 9, [])]) Pydap-3.2.2/src/pydap/tests/__init__.py0000664000175000017500000000007013105357414021042 0ustar hieberthiebert00000000000000__import__('pkg_resources').declare_namespace(__name__) Pydap-3.2.2/src/pydap/tests/test_wsgi_ssf.py0000664000175000017500000001445513110635621022175 0ustar hieberthiebert00000000000000"""Tests for the server-side function WSGI middleware.""" import sys from six import next from webtest import TestApp as App import numpy as np from pydap.model import SequenceType, BaseType from pydap.handlers.lib import BaseHandler from pydap.tests.datasets import SimpleSequence, SimpleGrid from pydap.wsgi.ssf import ServerSideFunctions from pydap.exceptions import ServerError import unittest class TestMiddleware(unittest.TestCase): """Tests for the server-side function middleware.""" def test_das(self): """Test that DAS requests are ignored.""" # create a simple app app = App(ServerSideFunctions(BaseHandler(SimpleSequence))) # test a DAS response with a non-existing function app.get("/.das?non_existing_function(sequence)") # now test a DDS response with self.assertRaises(KeyError): app.get("/.dds?non_existing_function(sequence)") def test_no_parsed_response(self): """Test that non-parsed responses work or raise error. Pydap returns WSGI responses that contain the "parsed" dataset, so it can be manipulated by middleware. """ app = App( ServerSideFunctions(Accumulator(BaseHandler(SimpleGrid)))) # a normal request should work, even though server-side functions are # not working in the WSGI pipeline app.get("/.dds") # this will fail, since it's impossible to build the response with self.assertRaises(ServerError): app.get("/.dds?mean(x)") def test_selection(self): """Test a selection server-side function.""" app = App(ServerSideFunctions(BaseHandler(SimpleSequence))) res = app.get( "/.asc?density(cast.salinity,cast.temperature,cast.pressure)>1025") self.assertEqual(res.text, """Dataset { Sequence { String id; Int32 lon; Int32 lat; Int32 depth; Int32 time; Int32 temperature; Int32 salinity; Int32 pressure; } cast; } SimpleSequence; --------------------------------------------- cast.id, cast.lon, cast.lat, cast.depth, cast.time, cast.temperature, cast.salinity, cast.pressure "2", 200, 10, 500, 1, 15, 35, 100 """) def test_operators(self): """Test different operators on selection using a dummy function.""" app = App( ServerSideFunctions(BaseHandler(SimpleSequence), double=double)) res = app.get("/.asc?cast.lat&double(cast.lat)>10") self.assertEqual(res.text, """Dataset { Sequence { Int32 lat; } cast; } SimpleSequence; --------------------------------------------- cast.lat 10 """) res = app.get("/.asc?cast.lat&double(cast.lat)>=20") self.assertEqual(res.text, """Dataset { Sequence { Int32 lat; } cast; } SimpleSequence; --------------------------------------------- cast.lat 10 """) res = app.get("/.asc?cast.lat&double(cast.lat)<10") self.assertEqual(res.text, """Dataset { Sequence { Int32 lat; } cast; } SimpleSequence; --------------------------------------------- cast.lat -10 """) res = app.get("/.asc?cast.lat&double(cast.lat)<=-20") self.assertEqual(res.text, """Dataset { Sequence { Int32 lat; } cast; } SimpleSequence; --------------------------------------------- cast.lat -10 """) res = app.get("/.asc?cast.lat&double(cast.lat)=20") self.assertEqual(res.text, """Dataset { Sequence { Int32 lat; } cast; } SimpleSequence; --------------------------------------------- cast.lat 10 """) res = app.get("/.asc?cast.lat&double(cast.lat)!=20") self.assertEqual(res.text, """Dataset { Sequence { Int32 lat; } cast; } SimpleSequence; --------------------------------------------- cast.lat -10 """) def test_selection_no_comparison(self): """Test function calls in the selection without comparison. Some functions, like ``bounds``, have no comparison. In this case, the selection is implicitely applied by comparing the result to 1. """ app = App(ServerSideFunctions(BaseHandler(SimpleSequence))) res = app.get( "/.asc?cast.lat,cast.lon&" "bounds(0,360,-90,0,0,500,00Z01JAN1900,00Z01JAN2000)") self.assertEqual(res.text, """Dataset { Sequence { Int32 lat; Int32 lon; } cast; } SimpleSequence; --------------------------------------------- cast.lat, cast.lon -10, 100 """) def test_projection(self): """Test a simple function call on a projection.""" app = App(ServerSideFunctions(BaseHandler(SimpleGrid))) res = app.get("/.asc?mean(x)") self.assertEqual(res.text, """Dataset { Float64 x; } SimpleGrid; --------------------------------------------- x 1 """) def test_projection_clash(self): """Test a function call creating a variable with a conflicting name.""" app = App(ServerSideFunctions(BaseHandler(SimpleGrid))) res = app.get("/.asc?mean(x),x") self.assertEqual(res.text, """Dataset { Int32 x[x = 3]; } SimpleGrid; --------------------------------------------- x [0] 0 [1] 1 [2] 2 """) def test_nested_projection(self): """Test a nested function call.""" app = App(ServerSideFunctions(BaseHandler(SimpleGrid))) res = app.get("/.asc?mean(mean(SimpleGrid.SimpleGrid,0),0)") self.assertEqual(res.text, """Dataset { Float64 SimpleGrid; } SimpleGrid; --------------------------------------------- SimpleGrid 2.5 """) class Accumulator(object): """A WSGI middleware that breaks streaming.""" def __init__(self, app): self.app = app def __call__(self, environ, start_response): return list(self.app(environ, start_response)) def double(dataset, var): """A dummy function that doubles a value. The value must be in a sequence. Return a new sequence with the value doubled. """ # sequence is the first variable sequence = next(dataset.children()) # get a single variable and double its value selection = sequence[var.name] rows = [(value*2,) for value in selection] # create output sequence out = SequenceType("result") out["double"] = BaseType("double") out.data = np.rec.fromrecords(rows, names=["double"]) return out Pydap-3.2.2/src/pydap/tests/rainfall_time_malaysia.cdp.dds0000664000175000017500000000224713105357414024670 0ustar hieberthiebert00000000000000Dataset { Sequence { Float32 lon; Float32 lat; Float32 depth; Int32 _id; Sequence { Float64 time; Float32 Rn_963; } time_series; Structure { String COORD_SYSTEM; String Conventions; String DATA_CMNT; String DATA_ORIGIN; String CREATION_DATE; String ENDING-DATE; String ENDING-TIME; String DATA_SUBTYPE; String BEGINNING-TIME; String DELTA_T; String INST_TYPE; String PROG_CMNT1; String DATA_TYPE; String BEGINNING-DATE; String MOORING; String STATION-NAME; String STNNBR; String STATION-HEIGHT; String WATER_DEPTH; } attributes; Structure { Structure { Float64 valid_range[2]; } time; } variable_attributes; } location; Structure { Float32 lon_range[2]; Float32 lat_range[2]; Float32 depth_range[2]; Float64 time_range[2]; } constrained_ranges; } rainfall_time_malaysia; Pydap-3.2.2/src/pydap/tests/test_responses_lib.py0000664000175000017500000000574513105357414023227 0ustar hieberthiebert00000000000000"""Test the base functions for handlers.""" from webob import Request from pydap.model import DatasetType import pydap.responses from pydap.responses.lib import BaseResponse, load_responses from pydap.tests.datasets import VerySimpleSequence import unittest class TestLoadResponse(unittest.TestCase): """Test that responses are loaded correctly.""" def setUp(self): """Load all available responses. At least the DDS, DAS, DODS, HTML, ASC and version responses should be loaded, since they are included in Pydap. Other third-party responses may also be present. """ self.responses = load_responses() def test_responses_das(self): """Test that the DAS response is loaded.""" self.assertIs( self.responses["das"], pydap.responses.das.DASResponse) def test_responses_dds(self): """Test that the DDS response is loaded.""" self.assertIs( self.responses["dds"], pydap.responses.dds.DDSResponse) def test_responses_dods(self): """Test that the DODS response is loaded.""" self.assertIs( self.responses["dods"], pydap.responses.dods.DODSResponse) def test_responses_html(self): """Test that the HTML response is loaded.""" self.assertIs( self.responses["html"], pydap.responses.html.HTMLResponse) def test_responses_ascii(self): """Test that the ASCII response is loaded.""" self.assertIs( self.responses["ascii"], pydap.responses.ascii.ASCIIResponse) self.assertIs( self.responses["asc"], pydap.responses.ascii.ASCIIResponse) def test_responses_ver(self): """Test that the version response is loaded.""" self.assertIs( self.responses["ver"], pydap.responses.version.VersionResponse) class TestBaseResponse(unittest.TestCase): """Test the response super class.""" def setUp(self): """Instantiate a response.""" self.response = BaseResponse(VerySimpleSequence) def test_call(self): """Test calling the WSGI app.""" req = Request.blank('/') res = req.get_response(self.response) self.assertEqual(res.status, "200 OK") # note that the iterable returned by our WSGI app is the object itself: self.assertIs(res.app_iter, self.response) def test_serialization(self): """Test the serialization code.""" req = Request.blank('/') res = req.get_response(self.response) # get a dataset when we pass ``DatsetType`` self.assertIs( res.app_iter.x_wsgiorg_parsed_response(DatasetType), VerySimpleSequence) # when we pass something the method should return None self.assertIsNone(res.app_iter.x_wsgiorg_parsed_response("dataset")) def test_iter(self): """Test that calling the base class directly raises an exception.""" with self.assertRaises(NotImplementedError): iter(self.response) Pydap-3.2.2/src/pydap/tests/test_responses_dods.py0000664000175000017500000003505113111210026023363 0ustar hieberthiebert00000000000000"""Test the DODS response.""" import copy import numpy as np from webtest import TestApp as App from webob.headers import ResponseHeaders from collections import OrderedDict from pydap.lib import START_OF_SEQUENCE, END_OF_SEQUENCE, __version__ from pydap.handlers.lib import BaseHandler from pydap.tests.datasets import ( VerySimpleSequence, SimpleSequence, SimpleGrid, SimpleArray, NestedSequence, SimpleStructure) from pydap.responses.dods import dods, DODSResponse import unittest class TestDODSResponse(unittest.TestCase): """Test the DODS response.""" def setUp(self): """Create a simple WSGI app.""" app = App(BaseHandler(VerySimpleSequence)) self.res = app.get('/.dods') def test_dispatcher(self): """Test that the dispatcher works on any object.""" with self.assertRaises(StopIteration): dods(None) def test_status(self): """Test the status code.""" self.assertEqual(self.res.status, "200 OK") def test_content_type(self): """Test the content type.""" self.assertEqual(self.res.content_type, "application/octet-stream") def test_charset(self): """Test the charset.""" self.assertEqual(self.res.charset, None) def test_headers(self): """Test the headers in the response.""" self.assertEqual( self.res.headers, ResponseHeaders([ ('XDODS-Server', 'pydap/' + __version__), ('Content-description', 'dods_data'), ('Content-type', 'application/octet-stream'), ('Access-Control-Allow-Origin', '*'), ('Access-Control-Allow-Headers', 'Origin, X-Requested-With, Content-Type'), ('Content-Length', '238') ])) def test_body(self): """Test response body.""" dds, xdrdata = self.res.body.split(b'\nData:\n', 1) dds = dds.decode('ascii') self.assertEqual(dds, """Dataset { Sequence { Byte byte; Int32 int; Float32 float; } sequence; } VerySimpleSequence;""") self.assertEqual( xdrdata, START_OF_SEQUENCE + b"\x00" b"\x00\x00\x00\x01" b"A \x00\x00" + START_OF_SEQUENCE + b"\x01" b"\x00\x00\x00\x02" b"A\xa0\x00\x00" + START_OF_SEQUENCE + b"\x02" b"\x00\x00\x00\x03" b"A\xf0\x00\x00" + START_OF_SEQUENCE + b"\x03" b"\x00\x00\x00\x04" b"B \x00\x00" + START_OF_SEQUENCE + b"\x04" b"\x00\x00\x00\x05" b"BH\x00\x00" + START_OF_SEQUENCE + b"\x05" b"\x00\x00\x00\x06" b"Bp\x00\x00" + START_OF_SEQUENCE + b"\x06" b"\x00\x00\x00\x07" b"B\x8c\x00\x00" + START_OF_SEQUENCE + b"\x07" b"\x00\x00\x00\x08" b"B\xa0\x00\x00" + END_OF_SEQUENCE) class TestDODSResponseGrid(unittest.TestCase): """Test the DODS response with a grid.""" def setUp(self): """Create a simple WSGI app.""" app = App(BaseHandler(SimpleGrid)) self.res = app.get('/.dods') def test_body(self): """Test the response body.""" dds, xdrdata = self.res.body.split(b'\nData:\n', 1) dds = dds.decode('ascii') self.assertEqual(dds, """Dataset { Grid { Array: Int32 SimpleGrid[y = 2][x = 3]; Maps: Int32 x[x = 3]; Int32 y[y = 2]; } SimpleGrid; Int32 x[x = 3]; Int32 y[y = 2]; } SimpleGrid;""") self.assertEqual( xdrdata, b"\x00\x00\x00\x06" # length b"\x00\x00\x00\x06" # length, again b"\x00\x00\x00\x00" b"\x00\x00\x00\x01" b"\x00\x00\x00\x02" b"\x00\x00\x00\x03" b"\x00\x00\x00\x04" b"\x00\x00\x00\x05" b"\x00\x00\x00\x03" b"\x00\x00\x00\x03" b"\x00\x00\x00\x00" b"\x00\x00\x00\x01" b"\x00\x00\x00\x02" b"\x00\x00\x00\x02" b"\x00\x00\x00\x02" b"\x00\x00\x00\x00" b"\x00\x00\x00\x01" b"\x00\x00\x00\x03" b"\x00\x00\x00\x03" b"\x00\x00\x00\x00" b"\x00\x00\x00\x01" b"\x00\x00\x00\x02" b"\x00\x00\x00\x02" b"\x00\x00\x00\x02" b"\x00\x00\x00\x00" b"\x00\x00\x00\x01") class TestDODSResponseStructure(unittest.TestCase): """Test the DODS response with a sequence that has a string.""" def setUp(self): """Create a simple WSGI app.""" app = App(BaseHandler(SimpleStructure)) self.res = app.get('/.dods') def test_body(self): """Test response body.""" dds, xdrdata = self.res.body.split(b'\nData:\n', 1) dds = dds.decode('ascii') self.assertEqual(dds, """Dataset { Structure { Int16 b; Byte ub; Int32 i32; UInt32 ui32; Int16 i16; UInt16 ui16; Float32 f32; Float64 f64; String s; String u; String U; } types; } SimpleStructure;""") expected = OrderedDict([ # -10 signed byte upconv. to Int32 for transfer ('b', (np.array(-10, dtype=np.byte) .astype('>i') .tostring())), # 10 usigned byte padded to multiple of 4 bytes for transfer ('ub', (np.array(10, dtype=np.ubyte) .tostring()) + b'\x00\x00\x00'), ('i32', (np.array(-10, dtype=np.int32) .astype('>i').tostring())), ('ui32', (np.array(10, dtype=np.uint32) .astype('>I').tostring())), # -10 int16 upconv. to int32 for transfer ('i16', (np.array(-10, dtype=np.int16) .astype('>i') .newbyteorder('>').tostring())), # 10 uint16 upconv. to uint32 for transfer ('ui16', (np.array(10, dtype=np.uint16) .astype('>I') .tostring())), ('f32', (np.array(100, dtype=np.float32) .astype('>f') .tostring())), ('f64', (np.array(1000, dtype=np.float64) .astype('>d') .tostring())), ('s', b'\x00\x00\x00$This is a data test string (pass 0).\x00'), ('u', b'\x00\x00\x13http://www.dods.org\x00'), ('U', b'\x00\x00\x00\x0ctest unicode')]) for key in expected: string = expected[key] assert xdrdata.startswith(string) xdrdata = xdrdata[len(string):] assert xdrdata == b'' class TestDODSResponseSequence(unittest.TestCase): """Test the DODS response with a sequence that has a string.""" def setUp(self): """Create a simple WSGI app.""" app = App(BaseHandler(SimpleSequence)) self.res = app.get('/.dods?cast.id,cast.lon') def test_body(self): """Test response body.""" dds, xdrdata = self.res.body.split(b'\nData:\n', 1) dds = dds.decode('ascii') self.assertEqual(dds, """Dataset { Sequence { String id; Int32 lon; } cast; } SimpleSequence;""") self.assertEqual( xdrdata, START_OF_SEQUENCE + b"\x00\x00\x00\x01" # length of the string (=1) b"1\x00\x00\x00" # string zero-paddded to 4 bytes b"\x00\x00\x00d" + # lon START_OF_SEQUENCE + b"\x00\x00\x00\x01" b"2\x00\x00\x00" b"\x00\x00\x00\xc8" + END_OF_SEQUENCE) class TestDODSResponseArray(unittest.TestCase): """Test the DODS response with arrays of bytes and strings.""" def setUp(self): """Create a simple WSGI app.""" self.app = App(BaseHandler(SimpleArray)) def test_body(self): """Test response body.""" res = self.app.get("/.dods") dds, xdrdata = res.body.split(b'\nData:\n', 1) dds = dds.decode('ascii') self.assertEqual(dds, """Dataset { Byte byte[byte = 5]; String string[string = 2]; Int16 short; } SimpleArray;""") self.assertEqual( xdrdata, b"\x00\x00\x00\x05" # length of the byte array b"\x00\x00\x00\x05" # length, again b"\x00" b"\x01" b"\x02" b"\x03" b"\x04" b"\x00\x00\x00" # zero-padding to 4 bytes b"\x00\x00\x00\x02" # length of the array, only once (string) b"\x00\x00\x00\x03" # length of the first string b"one\x00" # string padded to 4 bytes b"\x00\x00\x00\x03" b"two\x00" b"\x00\x00\x00\x01") # shorts are encoded in 4 bytes def test_calculate_size_short(self): """Test that size is calculated correctly with shorts.""" res = self.app.get("/.dods?short") self.assertEqual(res.headers["content-length"], "52") class TestDODSResponseArrayterator(unittest.TestCase): """Test the DODS response when encountering an Arrayterator. In several cases the DODS response will work on an Arrayterator, which is a wrapper over arrays that allows iteration over them in blocks, instead of reading everything into memory. """ def test_grid(self): """Test a grid.""" modified = copy.copy(SimpleGrid) modified.SimpleGrid.SimpleGrid.data = np.lib.arrayterator.Arrayterator( modified.SimpleGrid.SimpleGrid.data, 2) app = App(BaseHandler(modified)) res = app.get("/.dods?SimpleGrid.SimpleGrid") header_string = b"""Dataset { Structure { Int32 SimpleGrid[y = 2][x = 3]; } SimpleGrid; } SimpleGrid; Data: """ self.assertEqual(res.body, (header_string + b"\x00\x00\x00\x06" b"\x00\x00\x00\x06" b"\x00\x00\x00\x00" b"\x00\x00\x00\x01" b"\x00\x00\x00\x02" b"\x00\x00\x00\x03" b"\x00\x00\x00\x04" b"\x00\x00\x00\x05")) class TestDODSResponseNestedSequence(unittest.TestCase): """Test the DODS response with nested sequences.""" def test_iteration(self): """Test direct iteration over data.""" response = DODSResponse(NestedSequence) output = b"".join(response) self.assertEqual( output, b"""Dataset { Sequence { Int32 lat; Int32 lon; Int32 elev; Sequence { Int32 time; Int32 slp; Int32 wind; } time_series; } location; } NestedSequence; Data: """ + START_OF_SEQUENCE + b"\x00\x00\x00\x01" b"\x00\x00\x00\x01" b"\x00\x00\x00\x01" + START_OF_SEQUENCE + b"\x00\x00\x00\n" b"\x00\x00\x00\x0b" b"\x00\x00\x00\x0c" + START_OF_SEQUENCE + b"\x00\x00\x00\x15" b"\x00\x00\x00\x16" b"\x00\x00\x00\x17" + END_OF_SEQUENCE + START_OF_SEQUENCE + b"\x00\x00\x00\x02" b"\x00\x00\x00\x04" b"\x00\x00\x00\x04" + START_OF_SEQUENCE + b"\x00\x00\x00\x0f" b"\x00\x00\x00\x10" b"\x00\x00\x00\x11" + END_OF_SEQUENCE + START_OF_SEQUENCE + b"\x00\x00\x00\x03" b"\x00\x00\x00\x06" b"\x00\x00\x00\t" + START_OF_SEQUENCE + b"\x00\x00\x00\x04" b"\x00\x00\x00\x08" b"\x00\x00\x00\x10" + START_OF_SEQUENCE + b"\x00\x00\x00\x1f" b"\x00\x00\x00 " b"\x00\x00\x00!" + START_OF_SEQUENCE + b"\x00\x00\x00)" b"\x00\x00\x00*" b"\x00\x00\x00+" + START_OF_SEQUENCE + b"\x00\x00\x003" b"\x00\x00\x004" b"\x00\x00\x005" + START_OF_SEQUENCE + b"\x00\x00\x00=" b"\x00\x00\x00>" b"\x00\x00\x00?" + END_OF_SEQUENCE + END_OF_SEQUENCE) def test_body(self): """Test response body.""" app = App(BaseHandler(NestedSequence)) res = app.get("/.dods") dds, xdrdata = res.body.split(b'\nData:\n', 1) dds = dds.decode('ascii') self.assertEqual(dds, """Dataset { Sequence { Int32 lat; Int32 lon; Int32 elev; Sequence { Int32 time; Int32 slp; Int32 wind; } time_series; } location; } NestedSequence;""") self.assertEqual( xdrdata, START_OF_SEQUENCE + b"\x00\x00\x00\x01" b"\x00\x00\x00\x01" b"\x00\x00\x00\x01" + START_OF_SEQUENCE + b"\x00\x00\x00\n" b"\x00\x00\x00\x0b" b"\x00\x00\x00\x0c" + START_OF_SEQUENCE + b"\x00\x00\x00\x15" b"\x00\x00\x00\x16" b"\x00\x00\x00\x17" + END_OF_SEQUENCE + START_OF_SEQUENCE + b"\x00\x00\x00\x02" b"\x00\x00\x00\x04" b"\x00\x00\x00\x04" + START_OF_SEQUENCE + b"\x00\x00\x00\x0f" b"\x00\x00\x00\x10" b"\x00\x00\x00\x11" + END_OF_SEQUENCE + START_OF_SEQUENCE + b"\x00\x00\x00\x03" b"\x00\x00\x00\x06" b"\x00\x00\x00\t" + START_OF_SEQUENCE + b"\x00\x00\x00\x04" b"\x00\x00\x00\x08" b"\x00\x00\x00\x10" + START_OF_SEQUENCE + b"\x00\x00\x00\x1f" b"\x00\x00\x00 " b"\x00\x00\x00!" + START_OF_SEQUENCE + b"\x00\x00\x00)" b"\x00\x00\x00*" b"\x00\x00\x00+" + START_OF_SEQUENCE + b"\x00\x00\x003" b"\x00\x00\x004" b"\x00\x00\x005" + START_OF_SEQUENCE + b"\x00\x00\x00=" b"\x00\x00\x00>" b"\x00\x00\x00?" + END_OF_SEQUENCE + END_OF_SEQUENCE) Pydap-3.2.2/src/pydap/tests/test_responses_error.py0000664000175000017500000000237113110635621023575 0ustar hieberthiebert00000000000000import sys from webob import Request from pydap.responses.error import ErrorResponse from pydap.lib import __version__ import unittest class TestErrorResponse(unittest.TestCase): def setUp(self): # create an exception that would happen in runtime try: 1/0 except: error = ErrorResponse(sys.exc_info()) req = Request.blank('/') self.res = req.get_response(error) def test_status(self): self.assertEqual(self.res.status, "500 Internal Error") def test_content_type(self): self.assertEqual(self.res.content_type, "text/plain") def test_charset(self): self.assertEqual(self.res.charset, "utf-8") def test_headers(self): self.assertEqual(self.res.headers['Content-Type'], 'text/plain; charset=utf-8') self.assertEqual(self.res.headers['Content-description'], 'dods_error') self.assertEqual(self.res.headers['XDODS-Server'], 'pydap/' + __version__) def test_body(self): self.assertRegexpMatches(self.res.text, r"""Error { code = -1; message = "Traceback \(most recent call last\): File .* 1/0 ZeroDivisionError:( integer)? division( or modulo)? by zero "; }""") Pydap-3.2.2/src/pydap/tests/test_exceptions.py0000664000175000017500000000100413105357414022521 0ustar hieberthiebert00000000000000"""Test Pydap base exception.""" from pydap.exceptions import DapError import unittest class TestExceptions(unittest.TestCase): """Test Pydap base exception. Other exceptions behave exactly like the superclass, differing only by name, so no testing is required. """ def test_dap_error(self): """Test the base exception.""" exc = DapError("This is a test.") self.assertEqual(exc.value, "This is a test.") self.assertEqual(str(exc), repr("This is a test.")) Pydap-3.2.2/src/pydap/tests/test_special_chars.py0000664000175000017500000000344713110635621023150 0ustar hieberthiebert00000000000000import numpy as np from webob.request import Request from pydap.model import DatasetType, BaseType from pydap.handlers.lib import BaseHandler from pydap.client import open_url import unittest class TestQuote(unittest.TestCase): def setUp(self): # create dataset self.dataset = DatasetType("test") self.dataset["foo["] = BaseType("foo[", np.array(1)) # create WSGI app self.app = BaseHandler(self.dataset) def test_name(self): """Check that the name was properly escaped.""" self.assertEqual(list(self.dataset.keys()), ["foo%5B"]) def test_dds(self): text = Request.blank("/.dds").get_response(self.app).text self.assertEqual(text, """Dataset { Int32 foo%5B; } test; """) def test_request(self): text = Request.blank("/.dds?foo%255B").get_response(self.app).text self.assertEqual(text, """Dataset { Int32 foo%5B; } test; """) def test_client(self): dataset = open_url("http://localhost:8001/", application=self.app) self.assertEqual(list(self.dataset.keys()), ["foo%5B"]) self.assertEqual(dataset["foo["].name, "foo%5B") self.assertEqual(dataset["foo%5B"][0], 1) class TestPeriod(unittest.TestCase): def setUp(self): # create dataset dataset = DatasetType("test") dataset["a.b"] = BaseType("a.b", np.array(1)) # create WSGI app self.app = BaseHandler(dataset) def test_dds(self): text = Request.blank("/.dds").get_response(self.app).text self.assertEqual(text, """Dataset { Int32 a%2Eb; } test; """) def test_client(self): dataset = open_url("http://localhost:8001/", application=self.app) self.assertEqual(dataset["a.b"].name, "a%2Eb") self.assertEqual(dataset["a.b"][0], 1) Pydap-3.2.2/src/pydap/tests/test_client.py0000664000175000017500000001716613111210026021616 0ustar hieberthiebert00000000000000"""Test the Pydap client.""" import os import numpy as np from pydap.handlers.lib import BaseHandler from pydap.client import open_url, open_dods, open_file from pydap.tests.datasets import SimpleSequence, SimpleGrid, SimpleStructure from pydap.wsgi.ssf import ServerSideFunctions import unittest DODS = os.path.join(os.path.dirname(__file__), 'test.01.dods') DAS = os.path.join(os.path.dirname(__file__), 'test.01.das') class TestOpenUrl(unittest.TestCase): """Test the ``open_url`` function, to access remote datasets.""" def setUp(self): """Create a WSGI app to send requests to""" self.app = BaseHandler(SimpleSequence) def test_open_url(self): """Open an URL and check dataset keys.""" dataset = open_url('http://localhost:8001/', self.app) self.assertEqual(list(dataset.keys()), ["cast"]) class TestOpenFile(unittest.TestCase): """Test the ``open_file`` function, to read downloaded files.""" def test_open_dods(self): """Open a file downloaded from the test server with the DAS.""" dataset = open_file(DODS) # test data self.assertEqual(dataset.data, [ 0, 1, 0, 0, 0, 0.0, 1000.0, 'This is a data test string (pass 0).', 'http://www.dods.org', ]) # test attributes self.assertEqual(dataset.attributes, {}) self.assertEqual(dataset.i32.attributes, {}) self.assertEqual(dataset.b.attributes, {}) def test_open_dods_das(self): """Open a file downloaded from the test server with the DAS.""" dataset = open_file(DODS, DAS) # test data self.assertEqual(dataset.data, [ 0, 1, 0, 0, 0, 0.0, 1000.0, 'This is a data test string (pass 0).', 'http://www.dods.org', ]) # test attributes self.assertEqual(dataset.i32.units, 'unknown') self.assertEqual(dataset.i32.Description, 'A 32 bit test server int') self.assertEqual(dataset.b.units, 'unknown') self.assertEqual(dataset.b.Description, 'A test byte') self.assertEqual( dataset.Facility['DataCenter'], "COAS Environmental Computer Facility") self.assertEqual( dataset.Facility['PrincipleInvestigator'], ['Mark Abbott', 'Ph.D']) self.assertEqual( dataset.Facility['DrifterType'], "MetOcean WOCE/OCM") class TestOpenDods(unittest.TestCase): """Test the ``open_dods`` function, to access binary data directly.""" def setUp(self): """Create a WSGI app to send requests to.""" self.app = BaseHandler(SimpleSequence) def test_open_dods(self): """Open the dods response from a server. Note that here we cannot simply compare ``dataset.data`` with the original data ``SimpleSequence.data``, because the original data contains int16 values which are transmitted as int32 in the DAP spec. """ dataset = open_dods('.dods', application=self.app) self.assertEqual( list(dataset.data), [[ ('1', 100, -10, 0, -1, 21, 35, 0), ('2', 200, 10, 500, 1, 15, 35, 100), ]]) # attributes should be empty self.assertEqual(dataset.attributes, {}) def test_open_dods_with_attributes(self): """Open the dods response together with the das response.""" dataset = open_dods('.dods', metadata=True, application=self.app) self.assertEqual(dataset.NC_GLOBAL, {}) self.assertEqual(dataset.DODS_EXTRA, {}) self.assertEqual( dataset.description, "A simple sequence for testing.") self.assertEqual(dataset.cast.lon.axis, 'X') self.assertEqual(dataset.cast.lat.axis, 'Y') self.assertEqual(dataset.cast.depth.axis, 'Z') self.assertEqual(dataset.cast.time.axis, 'T') self.assertEqual( dataset.cast.time.units, "days since 1970-01-01") class TestFunctions(unittest.TestCase): """Test the local implementation of server-side functions. Calling server-side functions is implemented using a lazy mechanism where arbitrary names are mapped to remove calls. The resulting dataset is only evaluated when ``__getitem__`` or ``__getattr__`` are called, allowing nested calls to be evaluated only once. """ def setUp(self): """Create a WSGI app to send requests to.""" self.app = ServerSideFunctions(BaseHandler(SimpleGrid)) def test_original(self): """Test an unmodified call, without function calls.""" original = open_url('/', application=self.app) self.assertEqual(original.SimpleGrid.SimpleGrid.shape, (2, 3)) def test_first_axis(self): """Test mean over the first axis.""" original = open_url('/', application=self.app) dataset = original.functions.mean(original.SimpleGrid, 0) self.assertEqual(dataset.SimpleGrid.SimpleGrid.shape, (3,)) np.testing.assert_array_equal( dataset.SimpleGrid.SimpleGrid.data, np.array([1.5, 2.5, 3.5])) def test_second_axis(self): """Test mean over the second axis.""" original = open_url('/', application=self.app) dataset = original.functions.mean(original.SimpleGrid, 1) self.assertEqual(dataset.SimpleGrid.SimpleGrid.shape, (2,)) np.testing.assert_array_equal( dataset.SimpleGrid.SimpleGrid.data, np.array([1.0, 4.0])) def test_lazy_evaluation_getitem(self): """Test that the dataset is only loaded when accessed.""" original = open_url('/', application=self.app) dataset = original.functions.mean(original.SimpleGrid, 0) self.assertIsNone(dataset.dataset) dataset['SimpleGrid'] self.assertIsNotNone(dataset.dataset) def test_lazy_evaluation_getattr(self): """Test that the dataset is only loaded when accessed.""" original = open_url('/', application=self.app) dataset = original.functions.mean(original.SimpleGrid, 0) self.assertIsNone(dataset.dataset) dataset.SimpleGrid self.assertIsNotNone(dataset.dataset) def test_nested_call(self): """Test nested calls.""" original = open_url('/', application=self.app) dataset = original.functions.mean( original.functions.mean(original.SimpleGrid, 0), 0) self.assertEqual(dataset['SimpleGrid']['SimpleGrid'].shape, ()) np.testing.assert_array_equal( dataset.SimpleGrid.SimpleGrid.data, np.array(2.5)) def test_axis_mean(self): """Test the mean over an axis, returning a scalar.""" original = open_url('/', application=self.app) dataset = original.functions.mean(original.SimpleGrid.x) self.assertEqual(dataset.x.shape, ()) np.testing.assert_array_equal( dataset.x.data, np.array(1.0)) class Test16Bits(unittest.TestCase): """Test that 16-bit values are represented correctly. Even though the DAP transfers int16 and uint16 as 32 bits, we want them to be represented locally using the correct type. """ def setUp(self): """Load a dataset with 16-bit types.""" self.app = BaseHandler(SimpleStructure) def test_int16(self): """Load an int16 -> should yield '>i2' type.""" dataset = open_url("http://localhost:8001/", self.app) self.assertEqual(dataset.types.i16.dtype, np.dtype(">i2")) def test_uint16(self): """Load an uint16 -> should yield '>u2' type.""" dataset = open_url("http://localhost:8001/", self.app) self.assertEqual(dataset.types.ui16.dtype, np.dtype(">u2")) Pydap-3.2.2/src/pydap/tests/test_constrain.py0000664000175000017500000000160013110635621022335 0ustar hieberthiebert00000000000000import unittest import numpy as np from pydap.parsers import parse_ce from pydap.handlers.lib import BaseHandler from pydap.tests.datasets import D1 class TestConstrain(unittest.TestCase): def test_no_ce(self): data = np.rec.fromrecords( D1.Drifters.data.tolist(), names=list(D1.Drifters.keys())) projection, selection = parse_ce('') dataset = BaseHandler(D1).parse(projection, selection) np.testing.assert_array_equal(data, dataset.Drifters.data) def test_filtering(self): data = np.rec.fromrecords( D1.Drifters.data.tolist(), names=list(D1.Drifters.keys())) filtered = data[data['longitude'] < 999] projection, selection = parse_ce('Drifters.longitude<999') dataset = BaseHandler(D1).parse(projection, selection) np.testing.assert_array_equal(filtered, dataset.Drifters.data) Pydap-3.2.2/src/pydap/tests/test_dapper.py0000664000175000017500000001037713110635621021623 0ustar hieberthiebert00000000000000""" This is an example of a Dapper-compliant dataset. """ import unittest from pydap.parsers.dds import build_dataset from pydap.parsers.das import parse_das, add_attributes DDS = """Dataset { Sequence { Float32 lat; Float64 time; Float32 lon; Int32 _id; Sequence { Float32 temp_qc; Float32 salinity_qc; Float32 oxygen; Float32 depth; Float32 temp; Float32 chlorophyll; Float32 salinity; Float32 oxygen_qc; Float32 pressure_qc; Float32 pressure; Float32 chlorophyll_qc; } profile; Structure { String title; String data_origin; String source; String Conventions; String country_code; String cruise; String cruise_number; String cast_number; } attributes; Structure { Structure { Float32 valid_range[2]; } depth; } variable_attributes; } location; Structure { Float32 lon_range[2]; Float32 lat_range[2]; Float32 depth_range[2]; Float64 time_range[2]; } constrained_ranges; } northPacific;""" DAS = """Attributes { NC_GLOBAL { Int32 max_profiles_per_request 15000; Int32 total_profiles_in_dataset 1707616; String version "1.1.0"; String owner ""; String contact ""; String Conventions "epic-insitu-1.0"; Float64 lon_range 100.0, 289.180000305176; Float64 lat_range 1.20000004244503E-5, 90.0; Float64 depth_range 0.0, 10860.900390625; Float64 time_range -1.1432412E12, 1.10778048E12; } location._id { String long_name "sequence id"; Int32 missing_value 2147483647; String units ""; } location.lat { String units "degree_north"; String long_name "latitude"; Float32 missing_value NaN; String axis "Y"; } location.profile.temp_qc { String units ""; String long_name "temperature quality flag"; Float32 missing_value NaN; } location.profile.salinity_qc { String units ""; String long_name "salinity quality flag"; Float32 missing_value NaN; } location.time { String units "msec since 1970-01-01 00:00:00 GMT"; String long_name "time"; Float64 missing_value NaN; String axis "T"; } location.profile.oxygen { String units "ml/l"; String long_name "oxygen"; Float32 missing_value NaN; } location.profile.depth { String units "m"; String long_name "depth"; Float32 missing_value NaN; String axis "Z"; } location.lon { String units "degree_east"; String long_name "longitude"; Float32 missing_value NaN; String axis "X"; } location.profile.temp { String units "degc"; String long_name "temperature"; Float32 missing_value NaN; } location.profile.chlorophyll { String units "ug/l"; String long_name "total chlorophyll"; Float32 missing_value NaN; } location.profile.salinity { String units "psu"; String long_name "salinity"; Float32 missing_value NaN; } location.profile.oxygen_qc { String units ""; String long_name "oxygen quality flag"; Float32 missing_value NaN; } location.profile.pressure_qc { String units ""; String long_name "pressure quality flag"; Float32 missing_value NaN; } location.profile.pressure { String units "dbar"; String long_name "pressure"; Float32 missing_value NaN; } location.profile.chlorophyll_qc { String units ""; String long_name "total chlorophyll quality flag"; Float32 missing_value NaN; } }""" class TestDapper(unittest.TestCase): def setUp(self): dataset = build_dataset(DDS) attributes = parse_das(DAS) self.dataset = add_attributes(dataset, attributes) def test_parse(self): self.assertEqual(list(self.dataset.keys()), ['location', 'constrained_ranges']) Pydap-3.2.2/src/pydap/tests/test_responses_dds.py0000664000175000017500000000571513111210026023210 0ustar hieberthiebert00000000000000"""Test the DDS response.""" from webtest import TestApp as App from webob.headers import ResponseHeaders from pydap.lib import __version__ from pydap.handlers.lib import BaseHandler from pydap.tests.datasets import SimpleSequence, SimpleGrid, SimpleStructure from pydap.responses.dds import dds import unittest class TestDDSResponseSequence(unittest.TestCase): """Test DDS response from sequences.""" def setUp(self): """Create a simple WSGI app.""" app = App(BaseHandler(SimpleSequence)) self.res = app.get('/.dds') def test_dispatcher(self): """Test the single dispatcher.""" with self.assertRaises(StopIteration): dds(None) def test_status(self): """Test the status code.""" self.assertEqual(self.res.status, "200 OK") def test_content_type(self): """Test the content type.""" self.assertEqual(self.res.content_type, "text/plain") def test_charset(self): """Test the charset.""" self.assertEqual(self.res.charset, "ascii") def test_headers(self): """Test the headers from the response.""" self.assertEqual( self.res.headers, ResponseHeaders([ ('XDODS-Server', 'pydap/' + __version__), ('Content-description', 'dods_dds'), ('Content-type', 'text/plain; charset=ascii'), ('Access-Control-Allow-Origin', '*'), ('Access-Control-Allow-Headers', 'Origin, X-Requested-With, Content-Type'), ('Content-Length', '228')])) def test_body(self): """Test the generated DDS response.""" self.assertEqual(self.res.text, """Dataset { Sequence { String id; Int32 lon; Int32 lat; Int32 depth; Int32 time; Int32 temperature; Int32 salinity; Int32 pressure; } cast; } SimpleSequence; """) class TestDDSResponseGrid(unittest.TestCase): """Test DDS response from grids.""" def test_body(self): """Test the generated DDS response.""" app = App(BaseHandler(SimpleGrid)) res = app.get('/.dds') self.assertEqual(res.text, """Dataset { Grid { Array: Int32 SimpleGrid[y = 2][x = 3]; Maps: Int32 x[x = 3]; Int32 y[y = 2]; } SimpleGrid; Int32 x[x = 3]; Int32 y[y = 2]; } SimpleGrid; """) class TestDDSResponseStructure(unittest.TestCase): """Test DDS response from structures.""" def test_body(self): """Test the generated DDS response.""" app = App(BaseHandler(SimpleStructure)) res = app.get('/.dds') self.assertEqual(res.text, """Dataset { Structure { Int16 b; Byte ub; Int32 i32; UInt32 ui32; Int16 i16; UInt16 ui16; Float32 f32; Float64 f64; String s; String u; String U; } types; } SimpleStructure; """) Pydap-3.2.2/src/pydap/tests/rainfall_time_malaysia.cdp.dods0000664000175000017500002551134113105357414025056 0ustar hieberthiebert00000000000000Dataset { Sequence { Float32 lon; Float32 lat; 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^@BZBi)ZBii@>LZBiZBi@ZBiXWBZBi#@AyZBiAZBiF@?LZBiZBiQ@ZBi5AZBi@ZBi~ZBi#@A[33ZBiJAZBim@@ZBiZBi@@ffZBi[xAZBiD@?ffZBi@ffZBiI@ApZBiAfffZBir@?33ZBi8=@LZBi @AffZBiZBi&@AffZBik@ ZBip7@BSZBiBSZBi@AffZBi^?333ZBie@ZBi0ZBiL@?LZBiZBi@?ZBi;^AK33ZBi*@@ffZBiZBi)@@əZBiΌ>ZBisX@AffZBi#?LZBi@ZBiaZBi@AffZBiQ=ZBiP@ZBiZBi@ZBi>ZBiK@A33ZBi?ZBi,@>LZBiѭZBivy@ZBiDAX GEOGRAPHICALPMEL-EPIC netCDF6Malaysia in-situ Rainfall Data EPIC-formatted by APDRC4Original data are collected by Dr. C.-P Chang at NPSSun Feb 20 11:20:15 2005 1997-12-3123:59:59"Stational Raingauge Data in mm/day00:00:00DAILY Raingauge#Here WATER_DEPTH is STATION-HEIGHT.TIME 1954-01-0196491Sandakan964910]cF@BiDBuB#?(@pas*\@BiDPydap-3.2.2/src/pydap/tests/test_handlers_lib.py0000664000175000017500000004421413110635621022773 0ustar hieberthiebert00000000000000"""Test basic handler functions.""" import copy from six import text_type from webtest import AppError from webtest import TestApp as App import numpy as np from pydap.model import BaseType, StructureType, SequenceType from pydap.lib import walk from pydap.exceptions import ConstraintExpressionError from pydap.handlers.lib import ( load_handlers, get_handler, BaseHandler, ExtensionNotSupportedError, apply_selection, apply_projection, ConstraintExpression, IterData) from pydap.parsers import parse_projection from pydap.tests.datasets import ( SimpleArray, SimpleSequence, SimpleGrid, VerySimpleSequence, NestedSequence, SimpleStructure) import unittest class TestHandlersLib(unittest.TestCase): """Test handler loading.""" def test_load_handlers(self): """Test that handlers can be loaded correctly. We use a mock working set, since by default no handlers are installed with Pydap. """ handlers = load_handlers(MockWorkingSet()) self.assertTrue(MockHandler in handlers) def test_get_handler(self): """Test that we can load a specific handler.""" handlers = load_handlers(MockWorkingSet()) handler = get_handler("file.foo", handlers) self.assertIsInstance(handler, MockHandler) def test_no_handler_available(self): """Test exception raised when file not supported.""" with self.assertRaises(ExtensionNotSupportedError): get_handler("file.bar") class TestBaseHandler(unittest.TestCase): """Test the base handler as a WSGI app.""" def setUp(self): """Create a basic WSGI app.""" self.app = App(MockHandler(SimpleArray)) def test_unconstrained_das(self): """DAS responses are always unconstrained.""" res = self.app.get("/.dds") self.assertEqual(res.text, """Dataset { Byte byte[byte = 5]; String string[string = 2]; Int16 short; } SimpleArray; """) res = self.app.get("/.dds?byte") self.assertEqual(res.text, """Dataset { Byte byte[byte = 5]; } SimpleArray; """) res = self.app.get("/.das") das = res.text self.assertEqual(das, """Attributes { byte { } string { } short { } } """) # check that DAS is unmodifed with constraint expression res = self.app.get("/.das?byte") self.assertEqual(res.text, das) def test_exception(self): """ Test exception handling. By default Pydap will capture all exceptions and return a formatted error response. """ with self.assertRaises(AppError): self.app.get("/.foo") def test_exception_non_captured(self): """Test exception handling when not captured.""" app = App(MockHandler(SimpleArray), extra_environ={ "x-wsgiorg.throw_errors": True}) with self.assertRaises(KeyError): app.get("/.foo") def test_missing_dataset(self): """Test exception when dataset is not set.""" app = App(MockHandler(), extra_environ={ "x-wsgiorg.throw_errors": True}) with self.assertRaises(NotImplementedError): app.get("/.dds") class TestApplySelection(unittest.TestCase): """Test function that applies selections to the dataset.""" def setUp(self): """Build our own sequence. Pydap uses lightweight copies of objects that share data. This breaks unit tests since the same objects are reused for tests. """ # make a dataset with its own data self.dataset = copy.copy(SimpleSequence) self.dataset.cast.data = SimpleSequence.cast.data.copy() def test_no_selection(self): """Test no selection in the query string.""" dataset = apply_selection("", self.dataset) np.testing.assert_array_equal( dataset.cast.data, self.dataset.cast.data) def test_simple_selection(self): """Test a simple selection applied to the dataset.""" dataset = apply_selection(["cast.lon=100"], self.dataset) np.testing.assert_array_equal( dataset.cast.data, self.dataset.cast.data[self.dataset.cast.data["lon"] == 100]) def test_multiple_selections(self): """Test multiple selections applied to dataset.""" dataset = apply_selection( ["cast.lon=100", "cast.lat>0"], self.dataset) np.testing.assert_array_equal( dataset.cast.data, self.dataset.cast.data[ self.dataset.cast.data["lon"] == 100 ][ self.dataset.cast.data["lat"] > 0 ]) class TestApplyProjectionGrid(unittest.TestCase): """Test applying projections on a dataset with a grid.""" def setUp(self): """Build dataset with no shared data.""" self.dataset = copy.copy(SimpleGrid) for var in walk(self.dataset, BaseType): var.data = var.data.copy() def test_no_projection(self): """Test no projections.""" dataset = apply_projection("", self.dataset) self.assertEqual(list(dataset.children()), []) def test_simple_projection(self): """Test simple projections.""" dataset = apply_projection(parse_projection("x"), self.dataset) self.assertEqual(list(dataset.keys()), ["x"]) def test_simple_projection_with_index(self): """Test simple projections.""" dataset = apply_projection(parse_projection("x[1]"), self.dataset) np.testing.assert_array_equal( dataset.x.data, [1]) def test_array(self): """Test that the grid degenerates into a structure.""" dataset = apply_projection( parse_projection("SimpleGrid.SimpleGrid"), self.dataset) self.assertIsInstance(dataset.SimpleGrid, StructureType) def test_array_slice(self): """Test slices applied to a grid.""" dataset = apply_projection( parse_projection("SimpleGrid[1]"), self.dataset) np.testing.assert_array_equal( dataset.SimpleGrid.x.data, self.dataset.SimpleGrid[1].x.data) np.testing.assert_array_equal( dataset.SimpleGrid.y.data, self.dataset.SimpleGrid[1].y.data) np.testing.assert_array_equal( dataset.SimpleGrid.SimpleGrid.data, self.dataset.SimpleGrid[1:2].SimpleGrid.data) class TestApplyProjectionSequence(unittest.TestCase): """Test applying projections on a dataset with a sequence.""" def setUp(self): """Build dataset with no shared data.""" self.dataset = copy.copy(VerySimpleSequence) self.dataset.sequence.data = VerySimpleSequence.sequence.data.copy() def test_sequence_projection(self): """Test projection slicing on sequences.""" dataset = apply_projection( parse_projection("sequence[2]"), self.dataset) np.testing.assert_array_equal( dataset.sequence.data, VerySimpleSequence.sequence.data[2]) class TestInvalidProjection(unittest.TestCase): """Test applying a projection to a structure object.""" def test_structure_projection(self): """Test projection slicing on a structure.""" with self.assertRaises(ConstraintExpressionError): apply_projection(parse_projection("types[0]"), SimpleStructure) class TestConstraintExpression(unittest.TestCase): """Test the constraint expression object.""" def test_str(self): """Test string representation.""" ce = ConstraintExpression("a>1") self.assertEqual(str(ce), "a>1") def test_unicode(self): """Test unicode representation.""" ce = ConstraintExpression("a>1") self.assertEqual(text_type(ce), "a>1") def test_and(self): """Test CE addition.""" ce1 = ConstraintExpression("a>1") ce2 = ConstraintExpression("b>0") ce3 = ce1 & ce2 self.assertEqual(str(ce3), "a>1&b>0") def test_or(self): """Expressions cannot be ORed.""" ce1 = ConstraintExpression("a>1") ce2 = ConstraintExpression("b>0") with self.assertRaises(ConstraintExpressionError): ce1 | ce2 class TestIterData(unittest.TestCase): """ Test the ``IterData`` class, used to store flat/nested sequence data. A flat ``IterData`` should behave like a Numpy structured array, except all operations are stored to be lazily evaluated when the object is iterated over. """ def setUp(self): """Create a flat IterData.""" template = SequenceType("a") template["b"] = BaseType("b") template["c"] = BaseType("c") template["d"] = BaseType("d") self.data = IterData([(1, 2, 3), (4, 5, 6)], template) self.array = np.array(np.rec.fromrecords([ (1, 2, 3), (4, 5, 6), ], names=["b", "c", "d"])) def assertIteratorEqual(self, it1, it2): self.assertEqual(list(it1), list(it2)) def test_repr(self): """Test the object representation.""" self.assertEqual( repr(self.data), "") def test_dtype(self): """Test the ``dtype`` property.""" self.assertEqual(self.data["b"].dtype, self.array["b"].dtype) def test_iteration(self): """Test iteration over data.""" self.assertIteratorEqual(map(tuple, self.data), map(tuple, self.array)) self.assertIteratorEqual(self.data["b"], self.array["b"]) def test_filter(self): """Test filtering the object.""" self.assertIteratorEqual( map(tuple, self.data[self.data["b"] == 1]), map(tuple, self.array[self.array["b"] == 1])) self.assertIteratorEqual( map(tuple, self.data[self.data["b"] != 1]), map(tuple, self.array[self.array["b"] != 1])) self.assertIteratorEqual( map(tuple, self.data[self.data["b"] >= 1]), map(tuple, self.array[self.array["b"] >= 1])) self.assertIteratorEqual( map(tuple, self.data[self.data["b"] <= 1]), map(tuple, self.array[self.array["b"] <= 1])) self.assertIteratorEqual( map(tuple, self.data[self.data["b"] > 1]), map(tuple, self.array[self.array["b"] > 1])) self.assertIteratorEqual( map(tuple, self.data[self.data["b"] < 1]), map(tuple, self.array[self.array["b"] < 1])) def test_slice(self): """Test slicing the object.""" self.assertIteratorEqual(map(tuple, self.data[1:]), map(tuple, self.array[1:])) def test_integer_slice(self): """Test slicing with an integer. Note that the behavior here is different from Numpy arrays, since the data access to ``IterData`` is through iteration it has no direct index access. """ self.assertIteratorEqual(self.data[0:1], self.array[0:1].tolist()) self.assertIteratorEqual(self.data[0], self.array[0:1].tolist()) def test_invalid_child(self): """Test accessing a non-existing child.""" with self.assertRaises(KeyError): self.data["e"] def test_invalid_key(self): """Test accessing using an invalid key.""" with self.assertRaises(KeyError): self.data[(1, 2)] def test_selecting_children(self): """Test that we can select children.""" self.assertIteratorEqual( map(tuple, self.data[["d", "b"]]), map(tuple, self.array[["d", "b"]])) def test_invalid_selection(self): """Test invalid selections. In theory this should never happen, since ``ConstraintExpression`` object are constructly directly from existing children. """ with self.assertRaises(ConstraintExpressionError): self.data[ConstraintExpression("a.e<1")] with self.assertRaises(ConstraintExpressionError): self.data[ConstraintExpression("a.d= self.data["c"]]), map(tuple, self.array[self.array["b"] >= self.array["c"]])) self.assertIteratorEqual( map(tuple, self.data[self.data["b"] <= self.data["c"]]), map(tuple, self.array[self.array["b"] <= self.array["c"]])) self.assertIteratorEqual( map(tuple, self.data[self.data["b"] > self.data["c"]]), map(tuple, self.array[self.array["b"] > self.array["c"]])) self.assertIteratorEqual( map(tuple, self.data[self.data["b"] < self.data["c"]]), map(tuple, self.array[self.array["b"] < self.array["c"]])) def test_selection_not_in_projection(self): """Test selection with variables that are not in the projection.""" self.data[["d", "b"]] filtered = self.data[["d", "b"]][self.data["c"] > 3] self.assertEqual(filtered, self.array[["d", "b"]][self.array["c"] > 3]) class TestRegexp(unittest.TestCase): """Test regular expression match.""" def test_regexp(self): sequence = SequenceType("sequence") sequence["name"] = BaseType("name") sequence.data = IterData([ ("John", "Paul", "George", "Ringo"), ], sequence) filtered = sequence[ConstraintExpression('sequence.name=~"J.*"')] self.assertEqual(list(filtered.iterdata()), [("John",)]) class TestNestedIterData(unittest.TestCase): """Test ``IterData`` with nested data.""" def setUp(self): """Load data from test dataset.""" self.data = NestedSequence.location.data def test_iteration(self): """Test basic iteration.""" self.assertEqual(list(self.data), [(1, 1, 1, [(10, 11, 12), (21, 22, 23)]), (2, 4, 4, [(15, 16, 17)]), (3, 6, 9, []), (4, 8, 16, [(31, 32, 33), (41, 42, 43), (51, 52, 53), (61, 62, 63)])]) def test_children_data(self): """Test getting data from a simple child.""" self.assertEqual(list(self.data["lat"]), [1, 2, 3, 4]) def test_sequence_children_data(self): """Test getting data from a sequence child.""" self.assertEqual(list(self.data["time_series"]), [[(10, 11, 12), (21, 22, 23)], [(15, 16, 17)], [], [(31, 32, 33), (41, 42, 43), (51, 52, 53), (61, 62, 63)]]) def test_deep_children_data(self): """Test getting data from a sequence child.""" self.assertEqual(list(self.data["time_series"]["time"]), [[10, 21], [15], [], [31, 41, 51, 61]]) def test_selecting_children(self): """Test that we can select children.""" self.assertEqual(list(self.data[["time_series", "elev"]]), [([(10, 11, 12), (21, 22, 23)], 1), ([(15, 16, 17)], 4), ([], 9), ([(31, 32, 33), (41, 42, 43), (51, 52, 53), (61, 62, 63)], 16)]) def test_slice(self): """Test slicing the object.""" self.assertEqual(list(self.data[1::2]), [(2, 4, 4, [(15, 16, 17)]), (4, 8, 16, [(31, 32, 33), (41, 42, 43), (51, 52, 53), (61, 62, 63)])]) def test_children_data_from_slice(self): """Test getting children data from a sliced sequence.""" self.assertEqual(list(self.data[1::2]["lat"]), [2, 4]) def test_sequence_children_data_from_slice(self): """Test getting children data from a sliced sequence.""" self.assertEqual(list(self.data[1::2]["time_series"]), [[(15, 16, 17)], [(31, 32, 33), (41, 42, 43), (51, 52, 53), (61, 62, 63)]]) def test_deep_slice(self): """Test slicing the inner sequence.""" self.assertEqual(list(self.data["time_series"][::2]), [[(10, 11, 12), (21, 22, 23)], []]) def test_integer_slice(self): """Test slicing with an integer.""" self.assertEqual(list(self.data["time_series"][1]), [[(15, 16, 17)]]) def test_filter_data(self): """Test filtering the data.""" self.assertEqual(list(self.data[self.data["lat"] > 2]), [(3, 6, 9, []), (4, 8, 16, [(31, 32, 33), (41, 42, 43), (51, 52, 53), (61, 62, 63)])]) def test_deep_filter(self): """Test deep filtering the data.""" self.assertEqual(list(self.data[self.data["time_series"]["slp"] > 11]), [(1, 1, 1, [(21, 22, 23)]), (2, 4, 4, [(15, 16, 17)]), (3, 6, 9, []), (4, 8, 16, [(31, 32, 33), (41, 42, 43), (51, 52, 53), (61, 62, 63)])]) class MockWorkingSet(object): """A fake working set for testing handlers.""" def iter_entry_points(self, group): """Return a mock entry point.""" yield MockEntryPoint(MockHandler) class MockHandler(BaseHandler): """A fake handler for testing.""" extensions = r"^.*\.foo$" def __init__(self, dataset=None): BaseHandler.__init__(self, dataset) self.additional_headers = [ ("X-debug", "True") ] class MockEntryPoint(object): """A fake entry point for testing.""" def __init__(self, handler): self.handler = handler self.name = 'test' self.module_name = 'pydap.handlers.test' self.attrs = ('TestHandler', ) def load(self): """Return the wrapped handler.""" return self.handler Pydap-3.2.2/src/pydap/tests/test_responses_das.py0000664000175000017500000000671413111210026023205 0ustar hieberthiebert00000000000000"""Test the DAS response.""" from webtest import TestApp as App from webob.headers import ResponseHeaders from pydap.lib import __version__ from pydap.handlers.lib import BaseHandler from pydap.tests.datasets import SimpleSequence, SimpleGrid, SimpleStructure from pydap.responses.das import das import unittest class TestDASResponseSequence(unittest.TestCase): """Test the DAS response from a sequence.""" def setUp(self): """Create a simple WSGI app.""" app = App(BaseHandler(SimpleSequence)) self.res = app.get('/.das') def test_dispatcher(self): """Test the single dispatcher.""" with self.assertRaises(StopIteration): das(None) def test_status(self): """Test the status code.""" self.assertEqual(self.res.status, "200 OK") def test_content_type(self): """Test the content type.""" self.assertEqual(self.res.content_type, "text/plain") def test_charset(self): """Test the charset.""" self.assertEqual(self.res.charset, "ascii") def test_headers(self): """Test the response headers.""" self.assertEqual( self.res.headers, ResponseHeaders([ ('XDODS-Server', 'pydap/' + __version__), ('Content-description', 'dods_das'), ('Content-type', 'text/plain; charset=ascii'), ('Access-Control-Allow-Origin', '*'), ('Access-Control-Allow-Headers', 'Origin, X-Requested-With, Content-Type'), ('Content-Length', '510')])) def test_body(self): """Test the generated DAS response.""" self.assertEqual(self.res.text, """Attributes { String description "A simple sequence for testing."; nested { Int32 value 42; } cast { id { } lon { String axis "X"; } lat { String axis "Y"; } depth { String axis "Z"; } time { String axis "T"; String units "days since 1970-01-01"; } temperature { } salinity { } pressure { } } } """) class TestDASResponseGrid(unittest.TestCase): """Test the DAS response from a grid.""" def test_body(self): """Test the generated DAS response.""" app = App(BaseHandler(SimpleGrid)) res = app.get('/.das') self.assertEqual(res.text, """Attributes { String description "A simple grid for testing."; SimpleGrid { } x { String axis "X"; String units "degrees_east"; } y { String axis "Y"; String units "degrees_north"; } } """) class TestDASResponseStructure(unittest.TestCase): """The the DAS response from a structure.""" def test_body(self): """Test the generated DAS response.""" app = App(BaseHandler(SimpleStructure)) res = app.get('/.das') self.assertEqual(res.text, """Attributes { types { String key "value"; nested { String string "bar"; Int32 list 42, 43; Int32 array 1; Float64 float 1000; } b { } ub { } i32 { } ui32 { } i16 { } ui16 { } f32 { } f64 { } s { } u { } U { } } } """) Pydap-3.2.2/src/pydap/tests/test_model.py0000664000175000017500000004046713110635621021453 0ustar hieberthiebert00000000000000"""Test the data model.""" import copy import numpy as np from pydap.model import (DatasetType, BaseType, SequenceType, StructureType, GridType, DapType) import pytest import warnings warnings.simplefilter('always') # Test the super class for Pydap types. def test_DapType_quote(): """Test that names are properly quoted.""" var = DapType("foo.bar[0]") assert (var.name == "foo%2Ebar%5B0%5D") def test_DapType_attributes(): """Test attribute assignment. Note that ``**kwargs`` have precedence. """ attributes = {"foo": "bar", "value": 43} var = DapType("var", attributes=attributes, value=42) assert (var.attributes == {"foo": "bar", "value": 42}) def test_DapType_id(): """Test id assignment.""" var = DapType("var") assert (var._id == "var") assert (var.id == "var") def test_DapType_repr(): """Test the ``__repr__`` method.""" var = DapType("var", foo="bar") assert ( repr(var) == "DapType('var', {'foo': 'bar'})") def test_DapType_id_property(): """Test id set/get property.""" var = DapType("var") var.id = "new" assert (var.id == "new") assert (var._id == "new") def test_DapType_getattr(): """Test lazy attribute retrieval.""" var = DapType("var", foo="bar", value=42) assert (var.attributes["foo"] == "bar") assert (var.foo == "bar") with pytest.raises(AttributeError): var.baz with pytest.raises(KeyError): var.attributes['baz'] def test_DapType_children(): """Test children method.""" var = DapType("var") assert (var.children() == ()) # Test the base Pydap type. def test_BaseType_no_data(): """Test empty data and dimensions attributes.""" var = BaseType("var") assert var.data is None assert (var.dimensions == ()) def test_BaseType_data_and_dimensions(): """Test data and dimensions assignment.""" var = BaseType("var", [42], ('x',)) assert (var.data == [42]) assert (var.dimensions == ('x',)) def test_BaseType_repr(): """Test ``__repr__`` method.""" var = BaseType("var", 42, foo="bar") assert (repr(var) == "") def test_BaseType_dtype(): """Test ``dtype`` property.""" var = BaseType("var", np.array(1, np.int32)) assert (var.dtype == np.int32) def test_BaseType_shape(): """Test ``shape`` property.""" var = BaseType("var", np.arange(16).reshape(2, 2, 2, 2)) assert (var.shape == (2, 2, 2, 2)) def test_BaseType_size(): """Test ``size`` property.""" var = BaseType("var", np.arange(16).reshape(2, 2, 2, 2)) assert (var.size == 16) def test_BaseType_ndim(): """Test ``ndim`` property.""" var = BaseType("var", np.arange(16).reshape(2, 2, 2, 2)) assert (var.ndim == 4) def test_BaseType_copy(): """Test lightweight ``__copy__`` method.""" original = BaseType("var", np.array(1)) clone = copy.copy(original) # note that clones share the same data: assert original is not clone assert original.data is clone.data # test attributes assert (original.id == clone.id) assert (original.name == clone.name) assert (original.dimensions == clone.dimensions) assert (original.attributes == clone.attributes) def test_BaseType_comparisons(): """Test that comparisons are applied to data.""" var = BaseType("var", np.array(1)) assert (var == 1) assert (var != 2) assert (var >= 0) assert (var <= 2) assert (var > 0) assert (var < 2) def test_BaseType_sequence_protocol(): """Test that the object behaves like a sequence.""" var = BaseType("var", np.arange(10)) assert (var[-5] == 5) assert (len(var) == 10) assert (list(var) == list(range(10))) def test_BaseType_iter_protocol(): """Test that the object behaves like an iterable.""" var = BaseType("var", np.arange(10)) assert (list(iter(var)) == list(range(10))) def test_BaseType_array(): """Test array conversion.""" var = BaseType("var", np.arange(16).reshape(2, 2, 2, 2)) np.testing.assert_array_equal(np.array(var), np.arange(16).reshape(2, 2, 2, 2)) # Test Pydap structures. def test_StructureType_init(): """Test attributes used for dict-like behavior.""" var = StructureType("var") assert (var._visible_keys == []) assert (var._dict == {}) def test_StructureType_instance(): """Test that it is a Mapping and DapType.""" var = StructureType("var") from collections import Mapping assert isinstance(var, Mapping) assert isinstance(var, DapType) def test_StructureType_repr(): """Test ``__repr__`` method.""" var = StructureType("var") assert (repr(var) == "") var["one"] = BaseType("one") var["two"] = BaseType("two") assert ( repr(var) == "") def test_StructureType_len(): """Test ``__len__`` method.""" var = StructureType("var") var["one"] = BaseType("one") var["two"] = BaseType("two") assert (len(var) == 2) def test_StructureType_contains(): """Test container behavior.""" var = StructureType("var") var["one"] = BaseType("one") assert "one" in var def test_StructureType_lazy_attribute(): """Test lazy attribute, returning first child.""" var = StructureType("var", value=42, one="1") var["one"] = BaseType("one") assert (var.value == 42) assert (var.one is var["one"]) def test_StructureType_children(): """Test children iteration, should return all children.""" var = StructureType("var", value=42, one="1") var["one"] = BaseType("one") var["two"] = BaseType("two") assert (list(var.children()) == [var["one"], var["two"]]) def test_StructureType_setitem(): """Test item assignment. Assignment requires the key and the name of the variable to be identical. It also takes care of reordering children that are reinserted. """ var = StructureType("var") var["foo.bar"] = BaseType("foo.bar") assert (list(var.keys()) == ['foo%2Ebar']) with pytest.raises(KeyError): var["bar"] = BaseType("baz") # test reordering var["bar"] = BaseType("bar") var["foo.bar"] = BaseType("foo.bar") assert (list(var.keys()) == ['bar', 'foo%2Ebar']) def test_StructureType_getitem(): """Test item retrieval.""" var = StructureType("var") child = BaseType("child") var["child"] = child assert var["child"] is child with pytest.raises(KeyError): var["unloved child"] with pytest.raises(KeyError): var[:] assert var["parent.child"] is child assert var["grandparent.parent.child"] is child def test_StructureType_getitem_tuple(): """Test multiple item retrieval.""" var = StructureType("var") for name in ['child1', 'child2', 'child3']: child = BaseType(name) var[name] = child assert var[name] is child assert list(var['child1', 'child3'].keys()) == ['child1', 'child3'] assert (list(var['child1', 'child3']._all_keys()) == ['child1', 'child2', 'child3']) with pytest.raises(KeyError): var['unloved child'] def test_StructureType_delitem(): """Test item deletion.""" var = StructureType("var") var["one"] = BaseType("one") var["two"] = BaseType("two") var["three"] = BaseType("three") assert (list(var.keys()) == ['one', 'two', 'three']) del var["one"] assert (list(var.keys()) == ['two', 'three']) # Make sure that one can safely delete # a non visible child: subset = var[("two",)] assert list(subset.keys()) == ['two'] assert isinstance(subset, StructureType) subset.__delitem__("three") # Cannot delete an inexistent child: with pytest.raises(KeyError): del var["inexistent"] def test_StructureType_get_data(): """Test that structure collects data from children.""" var = StructureType("var", value=42, one="1") var["one"] = BaseType("one", 1) var["two"] = BaseType("two", 2) assert (var.data == [1, 2]) def test_StructureType_set_data(): """Test that data is propagated to children.""" var = StructureType("var", value=42, one="1") var["one"] = BaseType("one") var["two"] = BaseType("two") var.data = [10, 20] assert (var["one"].data == 10) assert (var["two"].data == 20) def test_StructureType_copy(): """Test lightweight clone of a structure.""" original = StructureType("var", value=42, one="1") original["one"] = BaseType("one") original["two"] = BaseType("two") original.data = [10, 20] clone = copy.copy(original) # note that clones share the same data: assert original is not clone assert original["one"] is not clone["one"] assert original["one"].data is clone["one"].data assert original["two"] is not clone["two"] assert original["two"].data is clone["two"].data # test attributes assert (original.id == clone.id) assert (original.name == clone.name) # Test a Pydap structure. def test_DatasetType_setitem(): """Test item assignment.""" dataset = DatasetType("dataset") dataset["one"] = BaseType("one") assert dataset["one"].id == "one" def test_DatasetType_id(): """Test that the dataset id is not propagated.""" dataset = DatasetType("dataset") child = BaseType("child") child.id = "error" dataset["child"] = child assert (child.id == "child") @pytest.fixture def sequence_example(): """Create a standard sequence from the DAP spec.""" example = SequenceType("example") example["index"] = BaseType("index") example["temperature"] = BaseType("temperature") example["site"] = BaseType("site") example.data = np.rec.fromrecords([ (10, 15.2, "Diamond_St"), (11, 13.1, 'Blacktail_Loop'), (12, 13.3, 'Platinum_St'), (13, 12.1, 'Kodiak_Trail')], names=list(example.keys())) return example def test_SequenceType_data(sequence_example): """Test data assignment in sequences.""" np.testing.assert_array_equal( sequence_example["index"].data, np.array([10, 11, 12, 13])) def test_SequenceType_len(sequence_example, recwarn): """Test that length is read from the data attribute.""" assert len(list(sequence_example.keys())) == 3 assert len(sequence_example) == 4 assert len(recwarn) == 1 assert recwarn.pop(PendingDeprecationWarning) def test_SequenceType_iterdata(sequence_example): """Test that data iteration happens over data.""" for a, b in zip(sequence_example.iterdata(), sequence_example.data): for sub_a, sub_b in zip(a, b): assert sub_a == sub_b def test_SequenceType_iter(sequence_example): """Test that iteration happens ove data.""" # Remove in pydap 3.4 for a, b in zip(iter(sequence_example), sequence_example.data): for sub_a, sub_b in zip(a, b): assert sub_a == sub_b def test_SequenceType_iter_deprecation(sequence_example, recwarn): """Test that direct iteration over data attribute is deprecated.""" # Remove in pydap 3.4 iter(sequence_example) assert len(recwarn) == 1 assert recwarn.pop(PendingDeprecationWarning) def test_SequenceType_items(sequence_example): """Test that iteration happens over the child names.""" assert list(sequence_example.items()) == [(key, sequence_example[key]) for key in ['index', 'temperature', 'site']] def test_SequenceType_values(sequence_example): """Test that iteration happens over the child names.""" assert list(sequence_example.values()) == [sequence_example[key] for key in ['index', 'temperature', 'site']] def test_SequenceType_getitem(sequence_example): """Test item retrieval. The ``__getitem__`` method is overloaded for sequences, and behavior will depend on the type of the key. It can either return a child or a new sequence. """ # a string should return the corresponding child assert isinstance(sequence_example["index"], BaseType) # a tuple should reorder the children assert list(sequence_example.keys()) == ["index", "temperature", "site"] modified = sequence_example["site", "temperature"] assert isinstance(modified, SequenceType) assert list(modified.keys()) == ["site", "temperature"] # the return sequence is a new one assert sequence_example is not modified assert sequence_example["site"] is not modified["site"] assert isinstance(sequence_example["site"], BaseType) # and the data is not shared assert sequence_example["site"].data is not modified["site"].data subset = sequence_example["site"][::2] assert sequence_example is not subset assert isinstance(subset, BaseType) # it is also possible to slice the data, returning a new sequence subset = sequence_example[sequence_example["index"] > 11] assert sequence_example is not subset assert isinstance(subset, SequenceType) np.testing.assert_array_equal( subset.data, sequence_example.data[sequence_example.data["index"] > 11]) def test_SequenceType_copy(sequence_example): """Test the lightweight ``__copy__`` method.""" clone = copy.copy(sequence_example) assert sequence_example is not clone assert (sequence_example.data == clone.data).all() # Test Pydap grids. @pytest.fixture() def gridtype_example(): """Create a simple grid.""" example = GridType("example") example["a"] = BaseType("a", data=np.arange(30*50).reshape(30, 50)) example["x"] = BaseType("x", data=np.arange(30)) example["y"] = BaseType("y", data=np.arange(50)) return example def test_GridType_repr(gridtype_example): """Test ``__repr__`` of grids.""" assert ( repr(gridtype_example) == "") def test_GridType_dtype(gridtype_example): """Test ``dtype`` of grids.""" assert (gridtype_example.dtype == np.dtype('l')) def test_GridType_shape(gridtype_example): """Test ``shape`` of grids.""" assert (gridtype_example.shape == (30, 50)) def test_GridType_size(gridtype_example): """Test ``size`` of grids.""" assert (gridtype_example.size == 30 * 50) def test_GridType_ndim(gridtype_example): """Test ``ndim`` of grids.""" assert (gridtype_example.ndim == 2) def test_GridType_len(gridtype_example): """Test ``__len__`` of grids.""" assert (len(gridtype_example) == 3) def test_GridType_getitem(gridtype_example): """Test item retrieval. As with sequences, this might return a child or a new grid, depending on the key type. """ # a string should return the corresponding child assert isinstance(gridtype_example["a"], BaseType) # otherwise it should return a new grid with a subset of the data subset = gridtype_example[20:22, 40:43] assert (subset["a"].shape == (2, 3)) assert (subset["x"].shape == (2,)) assert (subset["y"].shape == (3,)) assert gridtype_example is not subset # pick more than one child: np.testing.assert_equal(subset["a", "x"]["a"].data, subset["a"].data) np.testing.assert_equal(subset["a", "x"]["x"].data, subset["x"].data) def test_GridType_getitem_not_tuple(gridtype_example): """Test that method works with non-tuple slices.""" subset = gridtype_example[20:22] assert (subset["a"].shape == (2, 50)) assert (subset["x"].shape == (2,)) assert (subset["y"].shape == (50,)) def test_GridType_array(gridtype_example): """Test ``array`` property.""" assert gridtype_example.array is gridtype_example["a"] def test_GridType_array2(gridtype_example): """Test __array__ method.""" np.testing.assert_array_equal(np.array(gridtype_example), gridtype_example["a"].data) def test_GridType_maps(gridtype_example): """Test ``maps`` property.""" assert ( list(gridtype_example.maps.items()) == [("x", gridtype_example["x"]), ("y", gridtype_example["y"])]) def test_GridType_dimensions(gridtype_example): """Test ``dimensions`` property.""" assert (gridtype_example.dimensions == ("x", "y")) Pydap-3.2.2/src/pydap/tests/test_responses_version.py0000664000175000017500000000262613110635621024134 0ustar hieberthiebert00000000000000"""Test the version response.""" import unittest from webtest import TestApp as App from pydap.lib import __version__ from pydap.handlers.lib import BaseHandler from pydap.tests.datasets import VerySimpleSequence class TestVersionResponse(unittest.TestCase): """Simple tests for the version response. Here we don't test the actual response body, since it will vary from system to system and breaks continuous integration. """ def setUp(self): """Create a simple WSGI app with a dataset.""" app = App(BaseHandler(VerySimpleSequence)) self.res = app.get('/.ver') def test_status(self): """Test the status code.""" self.assertEqual(self.res.status, "200 OK") def test_content_type(self): """Test that content-type is correctly set.""" self.assertEqual(self.res.content_type, "application/json") def test_charset(self): """Test that charset is correctly set.""" self.assertEqual(self.res.charset, "utf-8") def test_headers(self): """Test that all headers are present.""" self.assertEqual(self.res.headers['Content-Type'], 'application/json; charset=utf-8') self.assertEqual(self.res.headers['Content-description'], 'dods_version') self.assertEqual(self.res.headers['XDODS-Server'], 'pydap/' + __version__) Pydap-3.2.2/src/pydap/tests/test_responses_ascii.py0000664000175000017500000000533213110635621023534 0ustar hieberthiebert00000000000000"""Test ASCII response.""" import sys from webtest import TestApp as App from webob.headers import ResponseHeaders from pydap.lib import __version__ from pydap.handlers.lib import BaseHandler from pydap.tests.datasets import SimpleSequence, SimpleGrid from pydap.responses.ascii import ascii import unittest class TestASCIIResponseSequence(unittest.TestCase): """Test ASCII response from a sequence.""" def setUp(self): """Create a simple WSGI app for testing.""" app = App(BaseHandler(SimpleSequence)) self.res = app.get('/.asc') def test_dispatcher(self): """Test the single dispatcher.""" with self.assertRaises(StopIteration): ascii(None) def test_status(self): """Test the status code.""" self.assertEqual(self.res.status, "200 OK") def test_content_type(self): """Test the content type.""" self.assertEqual(self.res.content_type, "text/plain") def test_charset(self): """Test the charset.""" self.assertEqual(self.res.charset, "ascii") def test_headers(self): """Test headers from the response.""" print(self.res.text) self.assertEqual( self.res.headers, ResponseHeaders([ ('XDODS-Server', 'pydap/' + __version__), ('Content-description', 'dods_ascii'), ('Content-type', 'text/plain; charset=ascii'), ('Content-Length', '440')])) def test_body(self): """Test the generated ASCII response.""" self.assertEqual(self.res.text, """Dataset { Sequence { String id; Int32 lon; Int32 lat; Int32 depth; Int32 time; Int32 temperature; Int32 salinity; Int32 pressure; } cast; } SimpleSequence; --------------------------------------------- cast.id, cast.lon, cast.lat, cast.depth, cast.time, cast.temperature, cast.salinity, cast.pressure "1", 100, -10, 0, -1, 21, 35, 0 "2", 200, 10, 500, 1, 15, 35, 100 """) class TestASCIIResponseGrid(unittest.TestCase): """Test ASCII response from a grid.""" def test_body(self): """Test the generated ASCII response.""" app = App(BaseHandler(SimpleGrid)) res = app.get('/.asc') self.assertEqual(res.text, """Dataset { Grid { Array: Int32 SimpleGrid[y = 2][x = 3]; Maps: Int32 x[x = 3]; Int32 y[y = 2]; } SimpleGrid; Int32 x[x = 3]; Int32 y[y = 2]; } SimpleGrid; --------------------------------------------- SimpleGrid.SimpleGrid [0][0] 0 [0][1] 1 [0][2] 2 [1][0] 3 [1][1] 4 [1][2] 5 SimpleGrid.x [0] 0 [1] 1 [2] 2 SimpleGrid.y [0] 0 [1] 1 x [0] 0 [1] 1 [2] 2 y [0] 0 [1] 1 """) Pydap-3.2.2/src/pydap/tests/test_cas_urs.py0000664000175000017500000000545013111210026021770 0ustar hieberthiebert00000000000000from pydap.client import open_url from pydap.cas import urs import pydap.net import requests import os import pytest url = ('https://goldsmr3.gesdisc.eosdis.nasa.gov/opendap/' 'MERRA_MONTHLY/MAIMCPASM.5.2.0/1979/' 'MERRA100.prod.assim.instM_3d_asm_Cp.197901.hdf') test_url = url + '.dods?SLP[0:1:0][0:1:10][0:1:10]' test_url_2 = url + '.dods?PS[0:1:0][0:1:10][0:1:10]' @pytest.mark.auth @pytest.mark.prod_url @pytest.mark.skipif(not (os.environ.get('USERNAME_URS') and os.environ.get('PASSWORD_URS')), reason=('Without auth credentials, ' 'this test cannot work')) def test_basic_urs_auth(): """ Set up PyDAP to use the URS request() function. The intent here is to ensure that pydap.net is able to open and url if and only if requests is able to open the same url. """ session = urs.setup_session(os.environ.get('USERNAME_URS'), os.environ.get('PASSWORD_URS'), check_url=url) # Check that the requests library can access the link: res = requests.get(test_url, cookies=session.cookies) assert(res.status_code == 200) res.close() # Check that the pydap library can access the link: res = pydap.net.follow_redirect(test_url, session=session) assert(res.status_code == 200) # Check that the pydap library can access another link: res = pydap.net.follow_redirect(test_url_2, session=session) assert(res.status_code == 200) session.close() @pytest.mark.auth @pytest.mark.prod_url @pytest.mark.skipif(not (os.environ.get('USERNAME_URS') and os.environ.get('PASSWORD_URS')), reason=('Without auth credentials, ' 'this test cannot work')) def test_basic_urs_query(): session = urs.setup_session(os.environ.get('USERNAME_URS'), os.environ.get('PASSWORD_URS'), check_url=url) # Ensure authentication: res = pydap.net.follow_redirect(test_url, session=session) assert(res.status_code == 200) dataset = open_url(url, session=session) expected_data = [[[99066.15625, 99066.15625, 99066.15625, 99066.15625, 99066.15625], [98868.15625, 98870.15625, 98872.15625, 98874.15625, 98874.15625], [98798.15625, 98810.15625, 98820.15625, 98832.15625, 98844.15625], [98856.15625, 98828.15625, 98756.15625, 98710.15625, 98776.15625], [99070.15625, 99098.15625, 99048.15625, 98984.15625, 99032.15625]]] assert((dataset['SLP'][0, :5, :5] == expected_data).all()) session.close() Pydap-3.2.2/src/pydap/tests/test_pydap.py0000664000175000017500000000037013105357414021462 0ustar hieberthiebert00000000000000"""Test Pydap namespace.""" import pydap import unittest class TestNamespace(unittest.TestCase): """Test Pydap namespace.""" def test_namespace(self): """Test the namespace.""" self.assertEqual(pydap.__name__, "pydap") Pydap-3.2.2/src/pydap/tests/test.01.dods0000664000175000017500000000040713105357414021006 0ustar hieberthiebert00000000000000Dataset { Byte b; Int32 i32; UInt32 ui32; Int16 i16; UInt16 ui16; Float32 f32; Float64 f64; String s; Url u; } SimpleTypes; Data: @@$This is a data test string (pass 0).http://www.dods.orgPydap-3.2.2/src/pydap/tests/test_parsers.py0000664000175000017500000001441313110635621022022 0ustar hieberthiebert00000000000000"""Test parsing functions.""" import operator from pydap.parsers import (parse_projection, parse_selection, parse_ce, parse_hyperslab, SimpleParser) from pydap.exceptions import ConstraintExpressionError from pydap.tests.datasets import VerySimpleSequence import unittest class TestParseProjection(unittest.TestCase): """Test projection parser. The projection is a comma separated list of variable ids (or names, if the client is using the shorthand notation), with optional hyperslabs and possibly function calls. """ def test_basic(self): """Test a basic projection.""" parsed = parse_projection("a,b,c") self.assertEqual(parsed, [[("a", ())], [("b", ())], [("c", ())]]) def test_deep(self): """Test a projection with a deep id.""" parsed = parse_projection("a.b.c,d") self.assertEqual( parsed, [[("a", ()), ("b", ()), ("c", ())], [("d", ())]]) def test_hyperslab(self): """Test a projection with a hyperslab.""" parsed = parse_projection("a,b.c[0:2:9]") self.assertEqual( parsed, [[("a", ())], [("b", ()), ("c", (slice(0, 10, 2),))]]) def test_function_call(self): """Test a projection with a function call.""" parsed = parse_projection("mean(a[0],1)") self.assertEqual( parsed, ['mean(a[0],1)']) def test_nested_function_call(self): """Test a projection with a function call.""" parsed = parse_projection("mean(mean(a[0],1))") self.assertEqual( parsed, ['mean(mean(a[0],1))']) class TestParseSelection(unittest.TestCase): """Test selection parser.""" def test_simple(self): """Test a simple selection.""" id1, op, id2 = parse_selection("sequence.byte>1", VerySimpleSequence) self.assertIs(id1, VerySimpleSequence.sequence.byte) self.assertIs(op, operator.gt) self.assertEqual(id2, 1) def test_inverted(self): """Test an inverted selection.""" id1, op, id2 = parse_selection("11") self.assertEqual(projection, [[("a", ())], [("b", ())]]) self.assertEqual(selection, ["c>1"]) def test_only_projection(self): """Test a constraint expression with only the projection.""" projection, selection = parse_ce("a,b") self.assertEqual(projection, [[("a", ())], [("b", ())]]) self.assertEqual(selection, []) def test_only_selection(self): """Test a constraint expression with only the selection.""" projection, selection = parse_ce("c>1") self.assertEqual(projection, []) self.assertEqual(selection, ["c>1"]) def test_complex(self): """Test a more complex constraint expression.""" projection, selection = parse_ce("a,b[0:2:9],c&a>1&b<2") self.assertEqual( projection, [[("a", ())], [("b", (slice(0, 10, 2),))], [("c", ())]]) self.assertEqual(selection, ["a>1", "b<2"]) def test_function(self): """Test a constraint expression with a function call.""" projection, selection = parse_ce( "time&bounds(0,360,-90,90,0,500,00Z01JAN1970,00Z04JAN1970)") self.assertEqual(projection, [[("time", ())]]) self.assertEqual( selection, ["bounds(0,360,-90,90,0,500,00Z01JAN1970,00Z04JAN1970)"]) def test_function_no_selection(self): """Test a constraint expression with a function call.""" projection, selection = parse_ce( "time,bounds(0,360,-90,90,0,500,00Z01JAN1970,00Z04JAN1970)") self.assertEqual( projection, [[("time", ())], 'bounds(0,360,-90,90,0,500,00Z01JAN1970,00Z04JAN1970)']) self.assertEqual(selection, []) class TestParseHyperslab(unittest.TestCase): """Test hyperslab parser.""" def test_point(self): """Test a single value selection.""" self.assertEqual(parse_hyperslab('[0]'), (slice(0, 1, 1),)) def test_start_stop(self): """Test start and stop, default step.""" self.assertEqual(parse_hyperslab('[0:1]'), (slice(0, 2, 1),)) def test_start_step_stop(self): """Test start, step and stop.""" self.assertEqual(parse_hyperslab('[0:2:9]'), (slice(0, 10, 2),)) def test_invalid(self): """Test invalid hyperslab.""" with self.assertRaises(ConstraintExpressionError): parse_hyperslab('[0:2:9:1]') def test_ndimensionsal(self): """Test n-dimensional slices.""" self.assertEqual( parse_hyperslab('[0:2:9][0][0:99]'), (slice(0, 10, 2), slice(0, 1, 1), slice(0, 100, 1))) class TestSimpleParser(unittest.TestCase): """Test the base class for the DAS/DDS parsers.""" def test_peek_existing(self): """Test the peek method when the token exists.""" parser = SimpleParser("Hello, World!") self.assertEqual(parser.peek(r"\w+"), "Hello") def test_peek_missing(self): """Test the peek method when the token does not exist.""" parser = SimpleParser("Hello, World!") self.assertEqual(parser.peek(r"\d+"), "") def test_consume_existing(self): """Test the consume method when the token exists.""" parser = SimpleParser("Hello, World!") self.assertEqual(parser.consume(r"\w+"), "Hello") self.assertEqual(parser.consume(", "), ", ") self.assertEqual(parser.consume(r"\w+"), "World") self.assertEqual(parser.consume("!"), "!") def test_consume_missing(self): """Test the consume method when the token does not exist.""" parser = SimpleParser("Hello, World!") with self.assertRaises(Exception): parser.consume(r"\d+") Pydap-3.2.2/src/pydap/tests/test_parsers_dds.py0000664000175000017500000001002513111210026022634 0ustar hieberthiebert00000000000000"""Test DDS parsing functions.""" import numpy as np from pydap.parsers.dds import build_dataset from pydap.model import (BaseType, StructureType) import unittest DDS = """Dataset { Structure { Byte b; Int i; Uint ui; Int16 i16; Uint16 ui16; Int32 i32; Uint32 ui32; Float32 f32; Float64 f64; String s; Url u; } structure; Sequence { Int32 a; } sequence; Int32 b[10]; Int32 c[c = 10]; Grid { Array: Float32 SPEH[TIME = 12][COADSY = 90][COADSX = 180]; Maps: Float64 TIME[TIME = 12]; Float64 COADSY[COADSY = 90]; Float64 COADSX[COADSX = 180]; } SPEH; } d;""" class TestBuildDataset(unittest.TestCase): """Test DDS parser.""" def setUp(self): """Parse the whole dataset.""" self.dataset = build_dataset(DDS) def test_structure(self): """Test the structure.""" self.assertIsInstance(self.dataset.structure, StructureType) def test_byte(self): """Test byte parsing.""" self.assertIsInstance(self.dataset.structure.b, BaseType) self.assertEqual(self.dataset.structure.b.dtype, np.dtype("B")) self.assertEqual(self.dataset.structure.b.shape, ()) def test_integer(self): """Test integer parsing.""" self.assertIsInstance(self.dataset.structure.i, BaseType) self.assertEqual(self.dataset.structure.i.dtype, np.dtype(">i")) self.assertEqual(self.dataset.structure.i.shape, ()) def test_unsigned_integer(self): """Test unsigned integer parsing.""" self.assertIsInstance(self.dataset.structure.ui, BaseType) self.assertEqual(self.dataset.structure.ui.dtype, np.dtype(">I")) self.assertEqual(self.dataset.structure.ui.shape, ()) def test_integer_16(self): """Test integer 16 parsing.""" self.assertIsInstance(self.dataset.structure.i16, BaseType) self.assertEqual(self.dataset.structure.i16.dtype, np.dtype(">h")) self.assertEqual(self.dataset.structure.i16.shape, ()) def test_unsigned_integer_16(self): """Test unsigned integer 16 parsing.""" self.assertIsInstance(self.dataset.structure.ui16, BaseType) self.assertEqual(self.dataset.structure.ui16.dtype, np.dtype(">H")) self.assertEqual(self.dataset.structure.ui16.shape, ()) def test_integer_32(self): """Test integer 32 parsing.""" self.assertIsInstance(self.dataset.structure.i32, BaseType) self.assertEqual(self.dataset.structure.i32.dtype, np.dtype(">i")) self.assertEqual(self.dataset.structure.i32.shape, ()) def test_unsigned_integer_32(self): """Test unsigned integer 32 parsing.""" self.assertIsInstance(self.dataset.structure.ui32, BaseType) self.assertEqual(self.dataset.structure.ui32.dtype, np.dtype(">I")) self.assertEqual(self.dataset.structure.ui32.shape, ()) def test_float_32(self): """Test float 32 parsing.""" self.assertIsInstance(self.dataset.structure.f32, BaseType) self.assertEqual(self.dataset.structure.f32.dtype, np.dtype(">f")) self.assertEqual(self.dataset.structure.f32.shape, ()) def test_float_64(self): """Test float 64 parsing.""" self.assertIsInstance(self.dataset.structure.f64, BaseType) self.assertEqual(self.dataset.structure.f64.dtype, np.dtype(">d")) self.assertEqual(self.dataset.structure.f64.shape, ()) def test_string(self): """Test string parsing.""" self.assertIsInstance(self.dataset.structure.s, BaseType) self.assertEqual(self.dataset.structure.s.dtype, np.dtype("|S128")) self.assertEqual(self.dataset.structure.s.shape, ()) def test_url(self): """Test url parsing.""" self.assertIsInstance(self.dataset.structure.u, BaseType) self.assertEqual(self.dataset.structure.u.dtype, np.dtype("|S128")) self.assertEqual(self.dataset.structure.u.shape, ()) Pydap-3.2.2/src/pydap/tests/rainfall_time_malaysia.cdp.das0000664000175000017500000000267213105357414024667 0ustar hieberthiebert00000000000000Attributes { NC_GLOBAL { Int32 max_profiles_per_request 5000; Int32 total_profiles_in_dataset 33; String version "1.1.0"; String owner ""; String contact ""; String Conventions "epic-insitu-1.0"; Float64 lon_range 99.7300033569336, 118.069999694824; Float64 lat_range 1.22000002861023, 6.92000007629395; Float64 depth_range 0.0, 0.0; Float64 time_range -5.995728E11, 8.835696E11; } location._id { String long_name "sequence id"; Int32 missing_value 2147483647; String units ""; } location.lon { String units "degree_east"; String long_name "LONGITUDE "; Float32 missing_value NaN; String axis "X"; } location.time_series.time { String units "msec since 1970-01-01 00:00:00 GMT"; String long_name "time"; Float64 missing_value NaN; String axis "T"; } location.lat { String units "degree_north"; String long_name "LATITUDE "; Float32 missing_value NaN; String axis "Y"; } location.depth { String units "m"; String long_name "DEPTH (M) "; Float32 missing_value NaN; String axis "Z"; } location.time_series.Rn_963 { String units "mm"; String long_name "rainfall "; Float32 missing_value NaN; } } Pydap-3.2.2/src/pydap/tests/test_webtest.py0000664000175000017500000000074013110635621022016 0ustar hieberthiebert00000000000000from webtest import TestApp as App import unittest def MyApp(environ, start_response): start_response('200 OK', [('content-type', 'text/plain; charset=utf-8')]) yield 'foo\n'.encode('utf-8') yield 'bar\n'.encode('utf-8') yield 'baz\n'.encode('utf-8') class MyTest(unittest.TestCase): def setUp(self): self.app = App(MyApp) def test_webtest(self): expected = 'foo\nbar\nbaz\n' self.assertEqual(self.app.get('/').text, expected) Pydap-3.2.2/src/pydap/tests/test_parsers_das.py0000664000175000017500000000401713110635621022650 0ustar hieberthiebert00000000000000"""Test DAS parsing functions.""" import numpy as np from pydap.parsers.das import add_attributes, parse_das from pydap.parsers.dds import build_dataset from pydap.tests.test_parsers_dds import DDS import unittest DAS = """Attributes { structure { b { Int value 1; Float32 missing nan; String foo "one", "two"; } } structure.i { Int answer 42; } meta { String debug 1; } SPEH { Int debug 1; Int TIME 0; Float32 COADSX 1e20; String COADSY "zero"; } }""" # It is important to add attributes that have the same # name as the dimensions of SPEH. This is an edge # case that can break the das parser. class TestParseDAS(unittest.TestCase): """Test DAS parser.""" def setUp(self): """Load a dataset and apply DAS to it.""" self.dataset = build_dataset(DDS) attributes = parse_das(DAS) add_attributes(self.dataset, attributes) def test_basic(self): """Test a basic attribute.""" self.assertEqual(self.dataset.structure.b.value, 1) def test_nan(self): """Test NaN.""" self.assertTrue(np.isnan(self.dataset.structure.b.missing)) def test_multiple_values(self): """Test attributes with multiple values.""" self.assertEqual(self.dataset.structure.b.foo, ["one", "two"]) def test_dot_attribute(self): """Test dotted attributes.""" self.assertEqual(self.dataset.structure.i.answer, 42) def test_meta_attributes(self): """Test attributes not associated with any variables.""" self.assertEqual(self.dataset.meta, {"debug": "1"}) def test_SPEH_attributes(self): """Test attributes not associated with any variables.""" self.assertEqual(self.dataset.SPEH.debug, 1) self.assertEqual(self.dataset.SPEH.attributes['TIME'], 0) self.assertEqual(self.dataset.SPEH.attributes['COADSX'], 1e20) self.assertEqual(self.dataset.SPEH.attributes['COADSY'], "zero") Pydap-3.2.2/src/pydap/tests/test_server_devel.py0000664000175000017500000000673013111210026023020 0ustar hieberthiebert00000000000000""" This test module uses a simple development server to test http-specific options like timeout or caching. It is based on simple data but with more handlers it could work with more data formats. """ import numpy as np import pytest import time from webob.exc import HTTPError from pydap.handlers.lib import BaseHandler from pydap.handlers.dap import SequenceProxy, BaseProxy from pydap.model import DatasetType, BaseType, SequenceType from pydap.client import open_url, open_dods from pydap.server.devel import LocalTestServer server = pytest.mark.server @pytest.fixture def sequence_type_data(): """ Simple sequence test data """ data = [(10, 15.2, 'Diamond_St'), (11, 13.1, 'Blacktail_Loop'), (12, 13.3, 'Platinum_St'), (13, 12.1, 'Kodiak_Trail')] dtype = [('index', '", "var2_sequence": "10", }) self.assertEqual( res.location, "http://localhost/.ascii?&sequence.byte>10") class TestHTMLResponseGrid(unittest.TestCase): """Test the HTML response with a dataset containing a sequence.""" def setUp(self): """Create a simple app and request HTML response.""" self.app = App(BaseHandler(SimpleGrid)) def test_filter(self): """Test filtering the grid.""" res = self.app.post( '/.html', { "SimpleGrid": "on", "SimpleGrid[0]": "0", "SimpleGrid[1]": "0", }) self.assertEqual( res.location, "http://localhost/.ascii?SimpleGrid[0][0]") class TestHTMLTemplate(unittest.TestCase): """Test that global environment is used if available. The HTML response has its own environment and loader, for when used in standalone mode. If used with a Pydap server that defines its own environment, the HTML response will reuse the global environment after injecting its loader as a backup. This allows the HTML response to work in case the global environment does not have the HTML templates. """ def test_environ_loader_with_template(self): """Test that global environment is used.""" loader = DictLoader({'html.html': 'global'}) env = Environment(loader=loader) app = BaseHandler(VerySimpleSequence) req = Request.blank('/.html') req.environ["pydap.jinja2.environment"] = env res = req.get_response(app) self.assertEqual(res.text, "global") def test_environ_loader_without_template(self): """Test that global environment is used.""" env = Environment() self.assertIsNone(env.loader) app = BaseHandler(VerySimpleSequence) req = Request.blank('/.html') req.environ["pydap.jinja2.environment"] = env res = req.get_response(app) self.assertNotEqual(res.text, "global") Pydap-3.2.2/src/pydap/tests/test_net.py0000664000175000017500000000320113110635621021122 0ustar hieberthiebert00000000000000""" Test the follow redirects and handling of more complex routing situations """ import requests from webob.request import Request import requests_mock from pydap.net import create_request def test_redirect(): """ Test that redirection is handled properly """ mock_url = 'http://www.test.com/' # mock_url is redirected to https: redirect_url = 'http://www.test2.com/' with requests_mock.Mocker() as m: m.register_uri('HEAD', mock_url, text='resp2', status_code=200) req = create_request(mock_url) assert len(m.request_history) == 1 assert isinstance(req, Request) assert req.headers['Host'] == 'www.test.com:80' # Without session: with requests_mock.Mocker() as m: m.register_uri('HEAD', mock_url, text='resp1', status_code=301, headers={'Location': redirect_url}) m.register_uri('HEAD', redirect_url, text='resp2', status_code=200) req = create_request(mock_url) # Ensure follow redirect: assert len(m.request_history) == 2 assert isinstance(req, Request) assert req.headers['Host'] == 'www.test2.com:80' # With session: with requests_mock.Mocker() as m: m.register_uri('HEAD', mock_url, text='resp1', status_code=301, headers={'Location': redirect_url}) m.register_uri('HEAD', redirect_url, text='resp2', status_code=200) req = create_request(mock_url, session=requests.Session()) # Ensure follow redirect: assert len(m.request_history) == 2 assert isinstance(req, Request) assert req.headers['Host'] == 'www.test2.com:80' Pydap-3.2.2/src/pydap/tests/test_wsgi_functions.py0000664000175000017500000003660013110635621023406 0ustar hieberthiebert00000000000000"""Test the server-side functions that come with Pydap.""" import copy from webtest import TestApp as App from pydap.handlers.lib import BaseHandler from pydap.tests.datasets import SimpleSequence, SimpleGrid from pydap.wsgi.ssf import ServerSideFunctions from pydap.exceptions import ConstraintExpressionError, ServerError import unittest class TestDensity(unittest.TestCase): """Test the density function.""" def setUp(self): """Create simple WSGI app.""" self.app = App(ServerSideFunctions(BaseHandler(SimpleSequence))) def test_wrong_type(self): """Test passing the wrong type.""" app = App(ServerSideFunctions(BaseHandler(SimpleGrid))) with self.assertRaises(ConstraintExpressionError): app.get('/.dds?density(SimpleGrid,SimpleGrid,SimpleGrid)') def test_plain(self): """Test a direct request.""" res = self.app.get('/.asc') self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' String id;\n' ' Int32 lon;\n' ' Int32 lat;\n' ' Int32 depth;\n' ' Int32 time;\n' ' Int32 temperature;\n' ' Int32 salinity;\n' ' Int32 pressure;\n' ' } cast;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'cast.id, cast.lon, cast.lat, cast.depth, cast.time, ' 'cast.temperature, cast.salinity, cast.pressure\n' '"1", 100, -10, 0, -1, 21, 35, 0\n' '"2", 200, 10, 500, 1, 15, 35, 100\n' '\n') def test_projection(self): """Test using density as a projection.""" res = self.app.get( '/.asc?density(cast.salinity,cast.temperature,cast.pressure)') self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' Float64 rho;\n' ' } result;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'result.rho\n' '1024.37\n' '1026.29\n' '\n') def test_selection(self): """Test using density as a selection.""" res = self.app.get( "/.asc?cast.temperature&" "density(cast.salinity,cast.temperature,cast.pressure)>1025") self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' Int32 temperature;\n' ' } cast;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'cast.temperature\n' '15\n' '\n') class TestBounds(unittest.TestCase): """Test the ``bounds`` function, used by GrADS.""" def setUp(self): """Create a simple WSGI app.""" self.app = App(ServerSideFunctions(BaseHandler(SimpleSequence))) def test_wrong_type(self): """Test passing a wrong type to the function.""" app = App(ServerSideFunctions(BaseHandler(SimpleGrid))) with self.assertRaises(ConstraintExpressionError): app.get('/.dds?SimpleGrid' '&bounds(0,360,-90,90,500,500,00Z01JAN1970,00Z01JAN1970)') def test_default(self): """Test the default bounding box.""" res = self.app.get('/.asc?cast&bounds(0,360,-90,90,0,500,' '00Z01JAN1970,00Z01JAN1970)') self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' String id;\n' ' Int32 lon;\n' ' Int32 lat;\n' ' Int32 depth;\n' ' Int32 time;\n' ' Int32 temperature;\n' ' Int32 salinity;\n' ' Int32 pressure;\n' ' } cast;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'cast.id, cast.lon, cast.lat, cast.depth, cast.time, ' 'cast.temperature, cast.salinity, cast.pressure\n' '\n') def test_selection_only(self): """Test using the function alone in the selection.""" res = self.app.get('/.asc?bounds(0,360,-90,90,0,500,' '00Z01JAN1970,00Z01JAN1970)') self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' String id;\n' ' Int32 lon;\n' ' Int32 lat;\n' ' Int32 depth;\n' ' Int32 time;\n' ' Int32 temperature;\n' ' Int32 salinity;\n' ' Int32 pressure;\n' ' } cast;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'cast.id, cast.lon, cast.lat, cast.depth, cast.time, ' 'cast.temperature, cast.salinity, cast.pressure\n' '\n') def test_subset(self): """Test a requesting a subset of the data.""" res = self.app.get('/.asc?bounds(0,360,-90,90,0,500,' '00Z01JAN1970,00Z31JAN1970)') self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' String id;\n' ' Int32 lon;\n' ' Int32 lat;\n' ' Int32 depth;\n' ' Int32 time;\n' ' Int32 temperature;\n' ' Int32 salinity;\n' ' Int32 pressure;\n' ' } cast;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'cast.id, cast.lon, cast.lat, cast.depth, cast.time, ' 'cast.temperature, cast.salinity, cast.pressure\n' '"2", 200, 10, 500, 1, 15, 35, 100\n' '\n') def test_subset_with_selection(self): """Test combining selections.""" res = self.app.get("/.asc?" "bounds(0,360,-90,90,0,500," "00Z01JAN1969,00Z31JAN1970)&cast.lat<0") self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' String id;\n' ' Int32 lon;\n' ' Int32 lat;\n' ' Int32 depth;\n' ' Int32 time;\n' ' Int32 temperature;\n' ' Int32 salinity;\n' ' Int32 pressure;\n' ' } cast;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'cast.id, cast.lon, cast.lat, cast.depth, cast.time, ' 'cast.temperature, cast.salinity, cast.pressure\n' '"1", 100, -10, 0, -1, 21, 35, 0\n' '\n') def test_projection(self): """Test bounds used as a projection.""" res = self.app.get("/.asc?cast.pressure&" "bounds(0,360,-90,90,0,500," "00Z01JAN1970,00Z31JAN1970)") self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' Int32 pressure;\n' ' } cast;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'cast.pressure\n' '100\n' '\n') def test_point(self): """Test a request for a point.""" res = self.app.get("/.asc?bounds(100,100,-10,-10,0,0," "00Z31DEC1969,00Z31DEC1969)") self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' String id;\n' ' Int32 lon;\n' ' Int32 lat;\n' ' Int32 depth;\n' ' Int32 time;\n' ' Int32 temperature;\n' ' Int32 salinity;\n' ' Int32 pressure;\n' ' } cast;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'cast.id, cast.lon, cast.lat, cast.depth, cast.time, ' 'cast.temperature, cast.salinity, cast.pressure\n' '"1", 100, -10, 0, -1, 21, 35, 0\n' '\n') def test_grads_step(self): """Test different GrADS time steps.""" modified = copy.copy(SimpleSequence) modified.cast.time.attributes['grads_step'] = '1mn' app = App(ServerSideFunctions(BaseHandler(modified))) res = app.get("/.asc?cast.pressure&" "bounds(0,360,-90,90,0,500,12Z01JAN1970,12Z01JAN1970)") self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' Int32 pressure;\n' ' } cast;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'cast.pressure\n' '\n') modified.cast.time.attributes['grads_step'] = '1hr' app = App(ServerSideFunctions(BaseHandler(modified))) res = app.get("/.asc?cast.pressure&" "bounds(0,360,-90,90,0,500,12Z01JAN1970,12Z01JAN1970)") self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' Int32 pressure;\n' ' } cast;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'cast.pressure\n' '\n') modified.cast.time.attributes['grads_step'] = '1dy' app = App(ServerSideFunctions(BaseHandler(modified))) res = app.get("/.asc?cast.pressure&" "bounds(0,360,-90,90,0,500,12Z01JAN1970,12Z01JAN1970)") self.assertEqual(res.text, 'Dataset {\n' ' Sequence {\n' ' Int32 pressure;\n' ' } cast;\n' '} SimpleSequence;\n' '---------------------------------------------\n' 'cast.pressure\n' '100\n' '\n') modified.cast.time.attributes['grads_step'] = '1mo' app = App(ServerSideFunctions(BaseHandler(modified))) with self.assertRaises(NotImplementedError): res = app.get("/.asc?cast.pressure&" "bounds(0,360,-90,90,0,500," "12Z01JAN1970,12Z01JAN1970)") modified.cast.time.attributes['grads_step'] = '1yr' app = App(ServerSideFunctions(BaseHandler(modified))) with self.assertRaises(NotImplementedError): res = app.get("/.asc?cast.pressure&" "bounds(0,360,-90,90,0,500," "12Z01JAN1970,12Z01JAN1970)") modified.cast.time.attributes['grads_step'] = '1xx' app = App(ServerSideFunctions(BaseHandler(modified))) with self.assertRaises(ServerError): res = app.get("/.asc?cast.pressure&" "bounds(0,360,-90,90,0,500," "12Z01JAN1970,12Z01JAN1970)") class TestMean(unittest.TestCase): """Test the ``mean`` function.""" def setUp(self): """Create a simple WSGI app.""" self.app = App(ServerSideFunctions(BaseHandler(SimpleGrid))) def test_wrong_type(self): """Test passing a wrong type to mean function.""" app = App(ServerSideFunctions(BaseHandler(SimpleSequence))) with self.assertRaises(ConstraintExpressionError): app.get('/.dds?mean(sequence)') def test_base_type(self): """Test mean of base types.""" res = self.app.get("/.asc?mean(x)") self.assertEqual(res.text, 'Dataset {\n' ' Float64 x;\n' '} SimpleGrid;\n' '---------------------------------------------\n' 'x\n' '1\n') def test_grid_type(self): """Test mean of grid objects.""" res = self.app.get("/.asc?mean(SimpleGrid)") self.assertEqual(res.text, 'Dataset {\n' ' Grid {\n' ' Array:\n' ' Float64 SimpleGrid[y = 3];\n' ' Maps:\n' ' Int32 y[y = 2];\n' ' } SimpleGrid;\n' '} SimpleGrid;\n' '---------------------------------------------\n' 'SimpleGrid.SimpleGrid\n' '[0] 1.5\n' '[1] 2.5\n' '[2] 3.5\n' '\n' 'SimpleGrid.y\n' '[0] 0\n' '[1] 1\n' '\n' '\n') def test_nested(self): """Test nested function calls.""" res = self.app.get("/.asc?mean(mean(SimpleGrid))") self.assertEqual(res.text, 'Dataset {\n' ' Grid {\n' ' Array:\n' ' Float64 SimpleGrid;\n' ' Maps:\n' ' } SimpleGrid;\n' '} SimpleGrid;\n' '---------------------------------------------\n' 'SimpleGrid.SimpleGrid\n' '2.5\n' '\n') Pydap-3.2.2/src/Pydap.egg-info/0000775000175000017500000000000013111405714017216 5ustar hieberthiebert00000000000000Pydap-3.2.2/src/Pydap.egg-info/SOURCES.txt0000664000175000017500000001400713111405714021104 0ustar hieberthiebert00000000000000CONTRIBUTORS.md MANIFEST.in NEWS.md README.md setup.cfg setup.py docs/Makefile docs/Special chars.odt docs/client.rst docs/conf.py docs/developer.rst docs/developer_data_model.rst docs/developer_handlers.rst docs/developer_responses.rst docs/developer_templating.rst docs/handlers.rst docs/index.rst docs/license.rst docs/make.bat docs/responses.rst docs/server.rst docs/_build/doctrees/client.doctree docs/_build/doctrees/developer.doctree docs/_build/doctrees/developer_data_model.doctree docs/_build/doctrees/developer_handlers.doctree docs/_build/doctrees/developer_responses.doctree docs/_build/doctrees/developer_templating.doctree docs/_build/doctrees/environment.pickle docs/_build/doctrees/handlers.doctree docs/_build/doctrees/index.doctree docs/_build/doctrees/license.doctree docs/_build/doctrees/responses.doctree docs/_build/doctrees/server.doctree docs/_build/html/.buildinfo docs/_build/html/client.html docs/_build/html/developer.html docs/_build/html/developer_data_model.html docs/_build/html/developer_handlers.html docs/_build/html/developer_responses.html docs/_build/html/developer_templating.html docs/_build/html/genindex.html docs/_build/html/handlers.html docs/_build/html/index.html docs/_build/html/license.html docs/_build/html/objects.inv docs/_build/html/responses.html docs/_build/html/search.html docs/_build/html/searchindex.js docs/_build/html/server.html docs/_build/html/_sources/client.rst.txt docs/_build/html/_sources/developer.rst.txt docs/_build/html/_sources/developer_data_model.rst.txt docs/_build/html/_sources/developer_handlers.rst.txt docs/_build/html/_sources/developer_responses.rst.txt docs/_build/html/_sources/developer_templating.rst.txt docs/_build/html/_sources/handlers.rst.txt docs/_build/html/_sources/index.rst.txt docs/_build/html/_sources/license.rst.txt docs/_build/html/_sources/responses.rst.txt docs/_build/html/_sources/server.rst.txt docs/_build/html/_static/ajax-loader.gif docs/_build/html/_static/basic.css docs/_build/html/_static/comment-bright.png docs/_build/html/_static/comment-close.png docs/_build/html/_static/comment.png docs/_build/html/_static/default.css docs/_build/html/_static/doctools.js docs/_build/html/_static/down-pressed.png docs/_build/html/_static/down.png docs/_build/html/_static/file.png docs/_build/html/_static/jquery-3.1.0.js docs/_build/html/_static/jquery.js docs/_build/html/_static/minus.png docs/_build/html/_static/opensearch.xml docs/_build/html/_static/plus.png docs/_build/html/_static/pygments.css docs/_build/html/_static/searchtools.js docs/_build/html/_static/underscore-1.3.1.js docs/_build/html/_static/underscore.js docs/_build/html/_static/up-pressed.png docs/_build/html/_static/up.png docs/_build/html/_static/websupport.js docs/_build/html/_static/css/badge_only.css docs/_build/html/_static/css/theme.css docs/_build/html/_static/fonts/Inconsolata-Bold.ttf docs/_build/html/_static/fonts/Inconsolata-Regular.ttf docs/_build/html/_static/fonts/Lato-Bold.ttf docs/_build/html/_static/fonts/Lato-Regular.ttf docs/_build/html/_static/fonts/RobotoSlab-Bold.ttf docs/_build/html/_static/fonts/RobotoSlab-Regular.ttf docs/_build/html/_static/fonts/fontawesome-webfont.eot docs/_build/html/_static/fonts/fontawesome-webfont.svg docs/_build/html/_static/fonts/fontawesome-webfont.ttf docs/_build/html/_static/fonts/fontawesome-webfont.woff docs/_build/html/_static/js/modernizr.min.js docs/_build/html/_static/js/theme.js docs/_static/default.css src/Pydap.egg-info/PKG-INFO src/Pydap.egg-info/SOURCES.txt src/Pydap.egg-info/dependency_links.txt src/Pydap.egg-info/entry_points.txt src/Pydap.egg-info/namespace_packages.txt src/Pydap.egg-info/not-zip-safe src/Pydap.egg-info/requires.txt src/Pydap.egg-info/top_level.txt src/pydap/__init__.py src/pydap/client.py src/pydap/exceptions.py src/pydap/lib.py src/pydap/model.py src/pydap/net.py src/pydap/cas/__init__.py src/pydap/cas/esgf.py src/pydap/cas/get_cookies.py src/pydap/cas/urs.py src/pydap/handlers/__init__.py src/pydap/handlers/dap.py src/pydap/handlers/lib.py src/pydap/handlers/netcdf/__init__.py src/pydap/parsers/__init__.py src/pydap/parsers/das.py src/pydap/parsers/dds.py src/pydap/responses/__init__.py src/pydap/responses/ascii.py src/pydap/responses/das.py src/pydap/responses/dds.py src/pydap/responses/dods.py src/pydap/responses/error.py src/pydap/responses/lib.py src/pydap/responses/version.py src/pydap/responses/html/__init__.py src/pydap/responses/html/templates/html.html src/pydap/responses/html/templates/macros.html src/pydap/server/__init__.py src/pydap/server/devel.py src/pydap/tests/__init__.py src/pydap/tests/datasets.py src/pydap/tests/rainfall_time_malaysia.cdp.das src/pydap/tests/rainfall_time_malaysia.cdp.dds src/pydap/tests/rainfall_time_malaysia.cdp.dods src/pydap/tests/test.01.das src/pydap/tests/test.01.dods src/pydap/tests/test_D1.py src/pydap/tests/test_cas_esgf.py src/pydap/tests/test_cas_urs.py src/pydap/tests/test_client.py src/pydap/tests/test_constrain.py src/pydap/tests/test_dapper.py src/pydap/tests/test_exceptions.py src/pydap/tests/test_handlers_dap.py src/pydap/tests/test_handlers_lib.py src/pydap/tests/test_handlers_netcdf.py src/pydap/tests/test_iter_data.py src/pydap/tests/test_lib.py src/pydap/tests/test_model.py src/pydap/tests/test_net.py src/pydap/tests/test_parsers.py src/pydap/tests/test_parsers_das.py src/pydap/tests/test_parsers_dds.py src/pydap/tests/test_pydap.py src/pydap/tests/test_responses_ascii.py src/pydap/tests/test_responses_das.py src/pydap/tests/test_responses_dds.py src/pydap/tests/test_responses_dods.py src/pydap/tests/test_responses_error.py src/pydap/tests/test_responses_html.py src/pydap/tests/test_responses_lib.py src/pydap/tests/test_responses_version.py src/pydap/tests/test_server_devel.py src/pydap/tests/test_special_chars.py src/pydap/tests/test_webtest.py src/pydap/tests/test_wsgi_app.py src/pydap/tests/test_wsgi_functions.py src/pydap/tests/test_wsgi_ssf.py src/pydap/wsgi/__init__.py src/pydap/wsgi/app.py src/pydap/wsgi/functions.py src/pydap/wsgi/ssf.py src/pydap/wsgi/templates/base.html src/pydap/wsgi/templates/index.html src/pydap/wsgi/templates/static/style.cssPydap-3.2.2/src/Pydap.egg-info/namespace_packages.txt0000664000175000017500000000006113111405714023546 0ustar hieberthiebert00000000000000pydap pydap.responses pydap.handlers pydap.tests Pydap-3.2.2/src/Pydap.egg-info/dependency_links.txt0000664000175000017500000000000113111405714023264 0ustar hieberthiebert00000000000000 Pydap-3.2.2/src/Pydap.egg-info/top_level.txt0000664000175000017500000000000613111405714021744 0ustar hieberthiebert00000000000000pydap Pydap-3.2.2/src/Pydap.egg-info/requires.txt0000664000175000017500000000077413111405714021626 0ustar hieberthiebert00000000000000numpy Webob Jinja2 docopt six >= 1.4.0 beautifulsoup4 [cas] requests lxml [docs] Sphinx Pygments sphinx_rtd_theme [functions] gsw==3.0.6 coards [handlers.netcdf] netCDF4 ordereddict [server] gunicorn PasteDeploy [testing] gsw==3.0.6 coards requests lxml gunicorn PasteDeploy netCDF4 ordereddict WebTest beautifulsoup4 flake8 pytest>=2.8 pytest-cov pytest-attrib mock requests-mock requests [tests] gsw==3.0.6 coards requests lxml gunicorn PasteDeploy netCDF4 ordereddict WebTest beautifulsoup4 flake8 Pydap-3.2.2/src/Pydap.egg-info/entry_points.txt0000664000175000017500000000127313111405714022517 0ustar hieberthiebert00000000000000 [pydap.response] das = pydap.responses.das:DASResponse dds = pydap.responses.dds:DDSResponse dods = pydap.responses.dods:DODSResponse html = pydap.responses.html:HTMLResponse asc = pydap.responses.ascii:ASCIIResponse ascii = pydap.responses.ascii:ASCIIResponse ver = pydap.responses.version:VersionResponse [pydap.function] bounds = pydap.wsgi.functions:bounds mean = pydap.wsgi.functions:mean density = pydap.wsgi.functions:density [console_scripts] pydap = pydap.wsgi.app:main dods = pydap.handlers.dap:dump Pydap-3.2.2/src/Pydap.egg-info/not-zip-safe0000664000175000017500000000000113001764750021452 0ustar hieberthiebert00000000000000 Pydap-3.2.2/src/Pydap.egg-info/PKG-INFO0000664000175000017500000000110113111405714020304 0ustar hieberthiebert00000000000000Metadata-Version: 1.1 Name: Pydap Version: 3.2.2 Summary: An implementation of the Data Access Protocol. Home-page: http://pydap.org/ Author: James Hiebert Author-email: james@hiebert.name License: MIT Description: UNKNOWN Keywords: opendap dods dap science data Platform: UNKNOWN Classifier: Programming Language :: Python :: 2 Classifier: Programming Language :: Python :: 2.7 Classifier: Programming Language :: Python :: 3 Classifier: Programming Language :: Python :: 3.4 Classifier: Programming Language :: Python :: 3.5 Classifier: Programming Language :: Python :: 3.6 Pydap-3.2.2/CONTRIBUTORS.md0000664000175000017500000000062213111403254016134 0ustar hieberthiebert00000000000000Pydap contributors (sorted alphabetically) ========================================== * Roberto De Almeida * Michael Bunsen * James Gallagher * Aleksandar Jelenak * Daniel Gray * James Hiebert * Stephan Hoyer * **[SiggyF](https://github.com/SiggyF)** * Aleksandar Jelenak * Frederic Laliberte * Mike McCann * Lewis John McGibbney * **[ocefpaf](https://github.com/ocefpaf)** * Ghislain Antony Vaillant Pydap-3.2.2/docs/0000775000175000017500000000000013111405714014610 5ustar hieberthiebert00000000000000Pydap-3.2.2/docs/license.rst0000664000175000017500000000207612732551530016777 0ustar hieberthiebert00000000000000License ======= Copyright (c) 2003--2010 Roberto De Almeida Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. Pydap-3.2.2/docs/client.rst0000664000175000017500000005133113111210026016611 0ustar hieberthiebert00000000000000Using the client ================ Pydap can be used as a client to inspect and retrieve data from any of the `hundreds of scientific datasets `_ available on the internet on `OPeNDAP `_ servers. This way, it's possible to instrospect and manipulate a dataset as if it were stored locally, with data being downloaded on-the-fly as necessary. Accessing gridded data ---------------------- Let's start accessing gridded data, i.e., data that is stored as a regular multidimensional array. Here's a simple example where we access the `COADS `_ climatology from the official OPeNDAP server: .. doctest:: >>> from pydap.client import open_url >>> dataset = open_url('http://test.opendap.org/dap/data/nc/coads_climatology.nc') >>> type(dataset) Here we use the ``pydap.client.open_url`` function to open an URL specifying the location of the dataset; this URL should be stripped of the extensions commonly used for OPeNDAP datasets, like `.dds` or `.das`. When we access the remote dataset the function returns a ``DatasetType`` object, which is a *Structure* -- a fancy dictionary that stores other variables. We can check the names of the store variables like we would do with a Python dictionary: .. doctest:: >>> list(dataset.keys()) ['COADSX', 'COADSY', 'TIME', 'SST', 'AIRT', 'UWND', 'VWND'] Let's work with the ``SST`` variable; we can reference it using the usual dictionary syntax of ``dataset['SST']``, or using the "lazy" syntax ``dataset.SST``: .. doctest:: >>> sst = dataset['SST'] # or dataset.SST >>> type(sst) Note that the variable is of type ``GridType``, a multidimensional array with specific axes defining each of its dimensions: .. doctest:: >>> sst.dimensions ('TIME', 'COADSY', 'COADSX') >>> sst.maps OrderedDict([('TIME', f8'), (12,), (slice(None, None, None),))>), ('COADSY', f8'), (90,), (slice(None, None, None),))>), ('COADSX', f8'), (180,), (slice(None, None, None),))>)]) Each map is also, in turn, a variable that can be accessed using the same syntax used for Structures: .. doctest:: >>> sst.TIME f8'), (12,), (slice(None, None, None),))> The axes are all of type ``BaseType``. This is the OPeNDAP equivalent of a multidimensional array, with a specific shape and type. Even though no data have been downloaded up to this point, we can introspect these attributes from the axes or from the Grid itself: .. doctest:: >>> sst.shape (12, 90, 180) >>> sst.dtype dtype('>f4') >>> sst.TIME.shape (12,) >>> sst.TIME.dtype dtype('>f8') We can also introspect the variable attributes; they are stored in an attribute appropriately called ``attributes``, and they can also be accessed with a "lazy" syntax: .. doctest:: >>> import pprint >>> pprint.pprint(sst.attributes) {'_FillValue': -9.99999979e+33, 'history': 'From coads_climatology', 'long_name': 'SEA SURFACE TEMPERATURE', 'missing_value': -9.99999979e+33, 'units': 'Deg C'} >>> sst.units 'Deg C' Finally, we can also download some data. To download data we simply access it like we would access a `Numpy `_ array, and the data for the corresponding subset will be dowloaded on the fly from the server: .. doctest:: >>> sst.shape (12, 90, 180) >>> grid = sst[0,10:14,10:14] # this will download data from the server >>> grid The data itself can be accessed in the ``array`` attribute of the Grid, and also on the individual axes: .. doctest:: >>> grid.array[:] >>> print(grid.array[:].data) [[[ -1.26285708e+00 -9.99999979e+33 -9.99999979e+33 -9.99999979e+33] [ -7.69166648e-01 -7.79999971e-01 -6.75454497e-01 -5.95714271e-01] [ 1.28333330e-01 -5.00000156e-02 -6.36363626e-02 -1.41666666e-01] [ 6.38000011e-01 8.95384610e-01 7.21666634e-01 8.10000002e-01]]] >>> grid.COADSX[:] >>> print(grid.COADSX[:].data) [ 41. 43. 45. 47.] Alternatively, we could have dowloaded the data directly, skipping the axes: .. doctest:: >>> print(sst.array[0,10:14,10:14].data) [[[ -1.26285708e+00 -9.99999979e+33 -9.99999979e+33 -9.99999979e+33] [ -7.69166648e-01 -7.79999971e-01 -6.75454497e-01 -5.95714271e-01] [ 1.28333330e-01 -5.00000156e-02 -6.36363626e-02 -1.41666666e-01] [ 6.38000011e-01 8.95384610e-01 7.21666634e-01 8.10000002e-01]]] Older Servers ^^^^^^^^^^^^^ Some servers using a very old OPeNDAP application might run of of memory when attempting to retrieve both the data and the coordinate axes of a variable. The work around is to simply disable the retrieval of coordinate axes by using the ``output_grid`` option to open url: .. doctest:: >>> from pydap.client import open_url >>> dataset = open_url('http://test.opendap.org/dap/data/nc/coads_climatology.nc', output_grid=False) >>> grid = sst[0,10:14,10:14] # this will download data from the server >>> grid Accessing sequential data ------------------------- Now let's see an example of accessing sequential data. Sequential data consists of one or more records of related variables, such as a simultaneous measurements of temperature and wind velocity, for example. In this example we're going to access data from the `Argo project `_, consisting of profiles made by autonomous buoys drifting on the ocean: .. doctest:: python >>> from pydap.client import open_url >>> dataset = open_url('http://dapper.pmel.noaa.gov/dapper/argo/argo_all.cdp') This dataset is fairly complex, with several variables representing heterogeneous 4D data. The layout of the dataset follows the `Dapper in-situ conventions `_, consisting of two nested sequences: the outer sequence contains, in this case, a latitude, longitude and time variable, while the inner sequence contains measurements along a z axis. The first thing we'd like to do is limit our region; let's work with a small region in the Tropical Atlantic: .. doctest:: python >>> type(dataset.location) >>> dataset.location.keys() ['LATITUDE', 'JULD', 'LONGITUDE', '_id', 'profile', 'attributes', 'variable_attributes'] >>> my_location = dataset.location[ ... (dataset.location.LATITUDE > -2) & ... (dataset.location.LATITUDE < 2) & ... (dataset.location.LONGITUDE > 320) & ... (dataset.location.LONGITUDE < 330)] Note that the variable ``dataset.location`` is of type ``SequenceType`` -- also a Structure that holds other variables. Here we're limiting the sequence ``dataset.location`` to measurements between given latitude and longitude boundaries. Let's access the identification number of the first 10-or-so profiles: .. code-block:: python >>> for i, id_ in enumerate(my_location['_id'].iterdata()): ... print(id_) ... if i == 10: ... print('...') ... break 1125393 835304 839894 875344 110975 864748 832685 887712 962673 881368 1127922 ... >>> len(my_location['_id'].iterdata()) 623 Note that calculating the length of a sequence takes some time, since the client has to download all the data and do the calculation locally. This is why you should use ``len(my_location['_id'])`` instead of ``len(my_location)``. Both should give the same result (unless the dataset changes between requests), but the former retrieves only data for the ``_id`` variable, while the later retrives data for all variables. We can explicitly select just the first 5 profiles from our sequence: .. doctest:: python >>> my_location = my_location[:5] >>> len(my_location['_id'].iterdata()) 5 And we can print the temperature profiles at each location. We're going to use the `coards `_ module to convert the time to a Python ``datetime`` object: .. code-block:: python >>> from coards import from_udunits >>> for position in my_location.iterdata(): ... date = from_udunits(position.JULD.data, position.JULD.units.replace('GMT', '+0:00')) ... print(position.LATITUDE.data, position.LONGITUDE.data, date) ... print('=' * 40) ... i = 0 ... for pressure, temperature in zip(position.profile.PRES, position.profile.TEMP): ... print(pressure, temperature) ... if i == 10: ... print('...') ... break ... i += 1 -1.01 320.019 2009-05-03 11:42:34+00:00 ======================================== 5.0 28.59 10.0 28.788 15.0 28.867 20.0 28.916 25.0 28.94 30.0 28.846 35.0 28.566 40.0 28.345 45.0 28.05 50.0 27.595 55.0 27.061 ... -0.675 320.027 2006-12-25 13:24:11+00:00 ======================================== 5.0 27.675 10.0 27.638 15.0 27.63 20.0 27.616 25.0 27.617 30.0 27.615 35.0 27.612 40.0 27.612 45.0 27.605 50.0 27.577 55.0 27.536 ... -0.303 320.078 2007-01-12 11:30:31.001000+00:00 ======================================== 5.0 27.727 10.0 27.722 15.0 27.734 20.0 27.739 25.0 27.736 30.0 27.718 35.0 27.694 40.0 27.697 45.0 27.698 50.0 27.699 55.0 27.703 ... -1.229 320.095 2007-04-22 13:03:35.002000+00:00 ======================================== 5.0 28.634 10.0 28.71 15.0 28.746 20.0 28.758 25.0 28.755 30.0 28.747 35.0 28.741 40.0 28.737 45.0 28.739 50.0 28.748 55.0 28.806 ... -1.82 320.131 2003-04-09 13:20:03+00:00 ======================================== 5.1 28.618 9.1 28.621 19.4 28.637 29.7 28.662 39.6 28.641 49.6 28.615 59.7 27.6 69.5 26.956 79.5 26.133 89.7 23.937 99.2 22.029 ... These profiles could be easily plotted using `matplotlib `_: .. code-block:: python >>> for position in my_location.iterdata(): ... plot(position.profile.TEMP, position.profile.PRES) >>> show() You can also access the deep variables directly. When you iterate over these variables the client will download the data as nested lists: .. code-block:: python >>> for value in my_location.profile.PRES.iterdata(): ... print(value[:10]) [5.0, 10.0, 15.0, 20.0, 25.0, 30.0, 35.0, 40.0, 45.0, 50.0] [5.0, 10.0, 15.0, 20.0, 25.0, 30.0, 35.0, 40.0, 45.0, 50.0] [5.0, 10.0, 15.0, 20.0, 25.0, 30.0, 35.0, 40.0, 45.0, 50.0] [5.0, 10.0, 15.0, 20.0, 25.0, 30.0, 35.0, 40.0, 45.0, 50.0] [5.0999999, 9.1000004, 19.4, 29.700001, 39.599998, 49.599998, 59.700001, 69.5, 79.5, 89.699997] Pydap 3.0 has been rewritten to make it easier to work with Dapper datasets like this one, and it should be intuitive [1]_ to work with these variables. Authentication -------------- Basic & Digest ~~~~~~~~~~~~~~ To use Basic and Digest authentication, simply add your username and password to the dataset URL. Keep in mind that if the server only supports Basic authentication your credentials will be sent as plaintext, and could be sniffed on the network. .. code-block:: python >>> from pydap.client import open_url >>> dataset = open_url('http://username:password@server.example.com/path/to/dataset') CAS ~~~ The `Central Authentication Service `_ (CAS) is a single sign-on protocol for the web, usually involving a web browser and cookies. Nevertheless it's possible to use Pydap with an OPeNDAP server behind a CAS. The function ``install_cas_client`` below replaces Pydap's default HTTP function with a new version able to submit authentication data to an HTML form and store credentials in cookies. (In this particular case, the server uses Javascript to redirect the browser to a new location, so the client has to parse the location from the Javascript code; other CAS would require a tweaked function.) To use it, just attach a web browsing ``session`` with authentication cookies: .. code-block:: python >>> from pydap.client import open_url >>> from pydap.cas.get_cookies import setup_session >>> session = setup_session(authentication_url, username, password) >>> dataset = open_url('http://server.example.com/path/to/dataset', session=session) This method could work but each CAS is slightly different and might require a specifically designed ``setup_session`` instance. Two CAS are however explicitly supported by ``pydap``: URS NASA EARTHDATA ^^^^^^^^^^^^^^^^^^ Authentication is done through a ``username`` and a ``password``: .. code-block:: python >>> from pydap.client import open_url >>> from pydap.cas.urs import setup_session >>> dataset_url = 'http://server.example.com/path/to/dataset' >>> session = setup_session(username, password, check_url=dataset_url) >>> dataset = open_url(dataset_url, session=session) Earth System Grid Federation (ESGF) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Authentication is done through an ``openid`` and a ``password``: .. code-block:: python >>> from pydap.client import open_url >>> from pydap.cas.esgf import setup_session >>> dataset_url = 'http://server.example.com/path/to/dataset' >>> session = setup_session(openid, password, check_url=dataset_url) >>> dataset = open_url(dataset_url, session=session) If your ``openid`` contains contains the string ``ceda.ac.uk`` authentication requires an additional ``username`` argument: .. code-block:: python >>> from pydap.client import open_url >>> from pydap.cas.esgf import setup_session >>> session = setup_session(openid, password, check_url=dataset_url, username=username) >>> dataset = open_url(dataset_url, session=session) Advanced features ----------------- Calling server-side functions ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ When you open a remote dataset, the ``DatasetType`` object has a special attribute named ``functions`` that can be used to invoke any server-side functions. Here's an example of using the ``geogrid`` function from Hyrax: .. doctest:: >>> dataset = open_url('http://test.opendap.org/dap/data/nc/coads_climatology.nc') >>> new_dataset = dataset.functions.geogrid(dataset.SST, 10, 20, -10, 60) >>> new_dataset.SST.shape (12, 12, 21) >>> new_dataset.SST.COADSY[:] [-11. -9. -7. -5. -3. -1. 1. 3. 5. 7. 9. 11.] >>> new_dataset.SST.COADSX[:] [ 21. 23. 25. 27. 29. 31. 33. 35. 37. 39. 41. 43. 45. 47. 49. 51. 53. 55. 57. 59. 61.] Unfortunately, there's currently no standard mechanism to discover which functions the server support. The ``function`` attribute will accept any function name the user specifies, and will try to pass the call to the remote server. Opening a specific URL ~~~~~~~~~~~~~~~~~~~~~~ You can pass any URL to the ``open_url`` function, together with any valid constraint expression. Here's an example of restricting values for the months of January, April, July and October: .. doctest:: >>> dataset = open_url('http://test.opendap.org/dap/data/nc/coads_climatology.nc?SST[0:3:11][0:1:89][0:1:179]') >>> dataset.SST.shape (4, 90, 180) This can be extremely useful for server side-processing; for example, we can create and access a new variable ``A`` in this dataset, equal to twice ``SSH``: .. doctest:: >>> dataset = open_url('http://hycom.coaps.fsu.edu:8080/thredds/dodsC/las/dynamic/data_A5CDC5CAF9D810618C39646350F727FF.jnl_expr_%7B%7D%7Blet%20A=SSH*2%7D?A') >>> dataset.keys() ['A'] In this case, we're using the Ferret syntax ``let A=SSH*2`` to define the new variable, since the data is stored in an `F-TDS server `_. Server-side processing is useful when you want to reduce the data before downloading it, to calculate a global average, for example. Accessing raw data ~~~~~~~~~~~~~~~~~~ The client module has a special function called ``open_dods``, used to access raw data from a DODS response: .. doctest:: >>> from pydap.client import open_dods >>> dataset = open_dods( ... 'http://test.opendap.org/dap/data/nc/coads_climatology.nc.dods?SST[0:3:11][0:1:89][0:1:179]') This function allows you to access raw data from any URL, including appending expressions to `F-TDS `_ and `GDS `_ servers or calling server-side functions directly. By default this method downloads the data directly, and skips metadata from the DAS response; if you want to investigate and introspect datasets you should set the ``get_metadata`` parameter to true: .. doctest:: >>> dataset = open_dods( ... 'http://test.opendap.org/dap/data/nc/coads_climatology.nc.dods?SST[0:3:11][0:1:89][0:1:179]', ... get_metadata=True) >>> dataset.attributes['NC_GLOBAL']['history'] FERRET V4.30 (debug/no GUI) 15-Aug-96 Using a cache ~~~~~~~~~~~~~ You can specify a cache directory in the ``pydap.lib.CACHE`` global variable. If this value is different than ``None``, the client will try (if the server headers don't prohibit) to cache the result, so repeated requests will be read from disk instead of the network: .. code-block:: python >>> import pydap.lib >>> pydap.lib.CACHE = "/tmp/pydap-cache/" Timeout ~~~~~~~ To specify a timeout for the client, just set the desired number of seconds using the ``timeout`` option to ``open_url(...)`` or ``open_dods(...)``. For example, the following commands would timeout after 30 seconds without receiving a response from the server: .. code-block:: python >>> dataset = open_url('http://test.opendap.org/dap/data/nc/coads_climatology.nc, timeout=30) >>> dataset = open_dods('http://test.opendap.org/dap/data/nc/coads_climatology.nc.dods, timeout=30) Configuring a proxy ~~~~~~~~~~~~~~~~~~~ It's possible to configure Pydap to access the network through a proxy server. Here's an example for an HTTP proxy running on ``localhost`` listening on port 8000: .. code-block:: python >>> import httplib2 >>> from pydap.util import socks >>> import pydap.lib >>> pydap.lib.PROXY = httplib2.ProxyInfo( ... socks.PROXY_TYPE_HTTP, 'localhost', 8000) This way, all further calls to ``pydap.client.open_url`` will be routed through the proxy server. You can also authenticate to the proxy: .. code-block:: python >>> pydap.lib.PROXY = httplib2.ProxyInfo( ... socks.PROXY_TYPE_HTTP, 'localhost', 8000, ... proxy_user=USERNAME, proxy_pass=PASSWORD) A user `has reported `_ that ``httplib2`` has problems authenticating against a NTLM proxy server. In this case, a simple solution is to change the ``pydap.http.request`` function to use ``urllib2`` instead of ``httplib2``, monkeypatching the code like in the `CAS authentication example above <#cas>`_: .. code-block:: python import urllib2 import logging def install_urllib2_client(): def new_request(url): log = logging.getLogger('pydap') log.INFO('Opening %s' % url) f = urllib2.urlopen(url.rstrip('?&')) headers = dict(f.info().items()) body = f.read() return headers, body from pydap.util import http http.request = new_request The function ``install_urllib2_client`` should then be called before doing any requests. .. [1] But please check `this quote `_. Pydap-3.2.2/docs/server.rst0000664000175000017500000001675513111210026016654 0ustar hieberthiebert00000000000000Running a server ================ Pydap comes with a lightweight and scalable OPeNDAP server, implemented as a `WSGI `_ application. Being a WSGI `application `_, Pydap can run on a variety of `servers `_, and frameworks including Apache, `Nginx `_, IIS, `uWSGI `_, `Flask `_ or as a standalone Python process. It can also be seamless combined with different `middleware `_ for authentication/authorization, GZip compression, and much more. There is no one right way to run Pydap server; your application requirements and software stack will inform your deployment decisions. In this chapter we provide a few examples to try and get you on the right track. In order to distribute your data first you need to install a proper `handler `_, that will convert the data format to the Pydap data model. Running standalone ------------------ If you just want to quickly test the Pydap server, you can run it as a standalone Python application using the server that comes with `Python Paste `_ and `gunicorn `_. To run the server, first make sure that you have installed Pydap with the server extras dependencies: .. code-block:: bash $ pip install Pydap[server] and then just run the ``pydap`` script that pip installs into your bin directory: .. code-block:: bash $ pydap --data /path/to/my/data/files --port 8080 To change the default directory listing, the help page and the HTML form, you can point a switch to your template directory .. code-block:: bash $ pydap --data /path/to/my/data/files --templates /path/to/my/templates. The HTML form template is fairly complex, since it contain some application logic and some Javascript code, so be careful to not break anything. .. _wsgi-application-section: WSGI Application ---------------- Pydap follows the `WSGI specification `_, and most web servers gateways simply require a WSGI callable and a small amount of boiler plate code. Pydap provides the ``DapServer`` class which is a WSGI callable located in the ``pydap.wsgi.app`` module. A simple WSGI application script file would be something like this: .. code-block:: python from pydap.wsgi.app import DapServer application = DapServer('/path/to/my/data/files') Flask ----- The `Flask `_ framework simply requires a couple more function calls to spin up an application server. A simple server would looks something like this (your mileage may vary): .. code-block:: python from flask import Flask from pydap.wsgi.app import DapServer application = DapServer('/path/to/my/data/files') app = Flask(__name__) app.wsgi_app = application app.run('0.0.0.0', 8000) Apache ------ For a robust deployment you can run Pydap with Apache, using `mod_wsgi `_. After `installing mod_wsgi `_, create a sandbox in a directory *outside* your DocumentRoot, say ``/var/www/pydap/``, using `a virtual environment `_: .. code-block:: bash $ mkdir /var/www/pydap $ python3 -m venv /var/www/pydap/env If you want the sandbox to use your system installed packages (like Numpy, e.g.) you can use the ``--system-site-packages`` flag: .. code-block:: bash $ python3 -m venv --system-site-packages /var/www/pydap/env Now let's activate the sandbox and install Pydap -- this way the module and its dependencies can be isolated from the system libraries: .. code-block:: bash $ source /var/www/pydap/env/bin/activate.sh (env)$ pip install Pydap Create a `WSGI script file `_ somewhere convenient (e.g. /var/www/pydap/server/apache/pydap.wsgi) that reads something like this: .. code-block:: python import site # force mod_wsgi to use the Python modules from the sandbox site.addsitedir('/var/www/pydap/env/lib/pythonX.Y/site-packages') from pydap.wsgi.app import DapServer application = DapServer('/path/to/my/data/files') Now create an entry in your Apache configuration pointing to the ``pydap.wsgi`` file you just edited. To mount the server on the URL ``/pydap``, for example, you should configure it like this: .. code-block:: apache WSGIScriptAlias /pydap /var/www/pydap/server/apache/pydap.wsgi Order allow,deny Allow from all This is the file I use for the `test.pydap.org `_ virtualhost: .. code-block:: apache ServerAdmin rob@pydap.org ServerName test.pydap.org DocumentRoot /var/www/sites/test.pydap.org/server/data Order allow,deny Allow from all WSGIScriptAlias / /var/www/sites/test.pydap.org/server/apache/pydap.wsgi Order allow,deny Allow from all ErrorLog /var/log/apache2/test.pydap.org.error.log # Possible values include: debug, info, notice, warn, error, crit, # alert, emerg. LogLevel warn CustomLog /var/log/apache2/test.pydap.org.access.log combined ServerSignature On You can find more information on the `mod_wsgi configuration guide `_. Just remember that Pydap is a WSGI application like any other else, so any information on WSGI applications applies to it as well. uWSGI ----- `uWSGI `_ is a "fast, self-healing and developer/sysadmin-friendly application container server coded in pure C" that can run Pydap. This is the recommended way to run Pydap if you don't have to integrate it with other web applications. Simply install uWSGI, follow the instructions in the last section in order to create a virtualenv and Pydap installation: .. code-block:: bash $ mkdir /var/www/pydap $ python virtualenv.py /var/www/pydap/env $ source /var/www/pydap/env/bin/activate.sh (env)$ pip install Pydap uWSGI (env)$ cd /var/www/pydap Create a WSGI application file myapp.wsgi :ref:`as above ` Now create a file in ``/etc/init/pydap.conf`` with the content: .. code-block:: bash description "uWSGI server for Pydap" start on runlevel [2345] stop on runlevel [!2345] respawn exec /var/www/pydap/env/bin/uwsgi \ --http-socket 0.0.0.0:80 \ -H /var/www/pydap/env \ --master --processes 4 \ --wsgi-file /var/www/pydap/myapp.wsgi In order to make it run automatically during boot on Linux you can type: .. code-block:: bash $ sudo initctl reload-configuration Docker ------ Users have `reported success `_ deploying Pydap with a docker image built with nginx + uWSGI + Flask (based on https://hub.docker.com/r/tiangolo/uwsgi-nginx-flask/. A full configuration is somewhat beyond the scope of this documentation (since it will depend on your requirements and your software stack), but it is certainly possible. Pydap-3.2.2/docs/developer_handlers.rst0000664000175000017500000001012313110635621021205 0ustar hieberthiebert00000000000000Handlers -------- Now that we saw the Pydap data model we can understand handlers: handlers are simply classes that convert data into the Pydap data model. The NetCDF handler, for example, reads a NetCDF file and builds a ``DatasetType`` object. The SQL handler reads a file describing the variables and maps them to a given table on a relational database. Pydap uses `entry points `_ in order to find handlers that are installed in the system. This means that handlers can be developed and installed separately from Pydap. Handlers are mapped to files by a regular expression that usually matches the extension of the file. Here is the minimal configuration for a handler that serves ``.npz`` files from Numpy: .. code-block:: python import os import re import numpy from pydap.model import * from pydap.handlers.lib import BaseHandler from pydap.handlers.helper import constrain class Handler(BaseHandler): extensions = re.compile(r'^.*\.npz$', re.IGNORECASE) def __init__(self, filepath): self.filename = os.path.split(filepath)[1] self.f = numpy.load(filepath) def parse_constraints(self, environ): dataset = DatasetType(name=self.filename) for name in self.f.files: data = self.f[name][:] dataset[name] = BaseType(name=name, data=data, shape=data.shape, type=data.dtype.char) return constrain(dataset, environ.get('QUERY_STRING', '')) if __name__ == '__main__': import sys from paste.httpserver import serve application = Handler(sys.argv[1]) serve(application, port=8001) So let's go over the code. Our handler has a single class called ``Handler`` that should be configured as an entry point in the ``setup.py`` file for the handler: .. code-block:: ini [pydap.handler] npz = path.to.my.handler:Handler Here the name of our handler ("npz") can be anything, as long as it points to the correct class. In order for Pydap to be able to find the handler, it must be installed in the system with either a ``python setup.py install`` or, even better, ``python setup.py develop``. The class-level attribute ``extensions`` defines a regular expression that matches the files supported by the handler. In this case, the handler will match all files ending with the ``.npz`` extension. When the handler is instantiated the complete filepath to the data file is passed in ``__init__``. With this information, our handler extracts the filename of the data file and opens it using the ``load()`` function from Numpy. The handler will be initialized for every request, and immediately its ``parse_constraints`` method is called. The ``parse_constraints`` method is responsible for building a dataset object based on information for the request available on ``environ``. In this simple handler we simply built a ``DatasetType`` object with the entirety of our dataset, i.e., we added *all data from all variables* that were available on the ``.npz`` file. Some requests will ask for only a few variables, and only a subset of their data. The easy way parsing the request is simply passing the complete dataset together with the ``QUERY_STRING`` to the ``contrain()`` function: .. code-block:: python return constrain(dataset, environ.get('QUERY_STRING', '')) This will take care of filtering our dataset according to the request, although it may not be very efficient. For this reason, handlers usually implement their own parsing of the Opendap constraint expression. The SQL handler, for example, will translate the query string into an SQL expression that filters the data on the database, and not on Python. Finally, note that the handler is a WSGI application: we can initialize it with a filepath and pass it to a WSGI server. This enables us to quickly test the handler, by checking the different responses at ``http://localhost:8001/.dds``, for example. It also means that it is very easy to dinamically serve datasets by plugging them to a route dispatcher. Pydap-3.2.2/docs/Makefile0000664000175000017500000000565712732551530016273 0ustar hieberthiebert00000000000000# Makefile for Sphinx documentation # # You can set these variables from the command line. SPHINXOPTS = SPHINXBUILD = sphinx-build PAPER = # Internal variables. 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Pydap-3.2.2/docs/developer.rst0000664000175000017500000000115713110635621017334 0ustar hieberthiebert00000000000000Developer documentation ======================= This documentation is intended for other developers that would like to contribute with the development of Pydap, or extend it in new ways. It assumes that you have a basic knowledge of Python and HTTP, and understands how data is stored in different formats. It also assumes some familiarity with the `Data Access Protocol `_, though a lot of its inner workings will be explained in detail here. .. include:: developer_data_model.rst .. include:: developer_handlers.rst .. include:: developer_responses.rst .. include:: developer_templating.rst Pydap-3.2.2/docs/handlers.rst0000664000175000017500000001746613111337056017163 0ustar hieberthiebert00000000000000Handlers ======== Handlers are special Python modules that convert between a given data format and the data model used by Pydap (defined in the ``pydap.model`` module). They are necessary in order to Pydap be able to actually serve a dataset. There are handlers for NetCDF, HDF 4 & 5, Matlab, relational databases, Grib 1 & 2, CSV, Seabird CTD files, and a few more. Installing data handlers ------------------------ NetCDF ~~~~~~ `NetCDF `_ is a format commonly used in oceanography, meteorology and climate science to store data in a machine-independent format. You can install the NetCDF handler using `pip `_: .. code-block:: bash $ pip install Pydap[handlers.netcdf] This will take care of the necessary dependencies. You don't even need to have to NetCDF libraries installed, since the handler will use a pure Python NetCDF library from `scipy.io.netcdf `_. The NetCDF handler uses a buffered reader that access the data in contiguous blocks from disk, avoiding reading everything into memory at once. You can configure the size of the buffer by specifying a key in the ``server.ini`` file: .. code-block:: ini [app:main] use = egg:pydap#server root = %(here)s/data templates = %(here)s/templates x-wsgiorg.throw_errors = 0 pydap.handlers.netcdf.buf_size = 10000 In this example, the handler will read 10 thousand values at a time, converting the data and sending to the client before reading more blocks. NCA ~~~ The ``pydap.handlers.nca`` is a simple handler for NetCDF aggregation (hence the name). The configuration is extremely simple. As an example, to aggregate model output in different files (say, ``output1.nc``, ``output2.nc``, etc.) along a new axis "ensemble" just create an INI file with the extension ``.nca``: .. code-block:: ini ; output.nca [dataset] match = /path/to/output*.nc axis = ensemble ; below optional metadata: history = Test for NetCDF aggregator [ensemble] values = 1, 2, ... long_name = Ensemble members This will assign the values 1, 2, and so on to each ensemble member. The new, aggregated dataset, will be accessed at the location of the INI file:: http://server.example.com/output.nca Another example: suppose we have monthly data in files ``data01.nc``, ``data02.nc``, ..., ``data12.nc``, and we want to aggregate along the time axis: .. code-block:: ini [dataset] match = /path/to/data*.nc axis = TIME # existing axis The handler only works with NetCDF files for now, but in the future it should be changed to work with any other Pydap-supported data format. As all handlers, it can be installed using `pip `_: .. code-block:: bash $ pip install pydap.handlers.nca CDMS ~~~~ This is a handler that uses the ``cdms2.open`` function from `CDAT `_/`CdatLite `_ to read files in any of the self-describing formats netCDF, HDF, GrADS/GRIB (GRIB with a GrADS control file), or PCMDI DRS. It can be installed using `pip `_: .. code-block:: bash $ pip install pydap.handlers.cdms The handler will automatically install ``CdatLite``, which requires the NetCDF libraries to be installed on the system. SQL ~~~ The SQL handler reads data from a relation database, as the name suggests. It works by reading a file with the extension ``.sql``, defining the connection to the database and other metadata using either YAML or INI syntax. Below is an example that reads data from a SQLite database: .. code-block:: ini # please read http://groups.google.com/group/pydap/browse_thread/thread/c7f5c569d661f7f9 before # setting your password on the DSN database: dsn: 'sqlite://simple.db' table: test dataset: NC_GLOBAL: history: Created by the Pydap SQL handler dataType: Station Conventions: GrADS contact: roberto@dealmeida.net name: test_dataset owner: Roberto De Almeida version: 1.0 last_modified: !Query 'SELECT time FROM test ORDER BY time DESC LIMIT 1;' sequence: name: simple items: !Query 'SELECT COUNT(id) FROM test' _id: col: id long_name: sequence id missing_value: -9999 lon: col: lon axis: X grads_dim: x long_name: longitude units: degrees_east missing_value: -9999 type: Float32 global_range: [-180, 180] valid_range: !Query 'SELECT min(lon), max(lon) FROM test' lat: col: lat axis: Y grads_dim: y long_name: latitude units: degrees_north missing_value: -9999 type: Float32 global_range: [-90, 90] valid_range: !Query 'SELECT min(lat), max(lat) FROM test' time: col: time axis: T grads_dim: t long_name: time missing_value: -9999 type: String depth: axis: Z col: depth long_name: depth missing_value: -9999 type: Float32 units: m temp: col: temp long_name: temperature missing_value: -9999 type: Float32 units: degc The handler works with SQLite, MySQL, PostgreSQL, Oracle, MSSQL and ODBC databases. To install the handler use pip; you should also install the dependencies according to the database used: .. code-block:: bash $ pip install pydap.handlers.sql $ pip install "pydap.handlers.sql[oracle]" $ pip install "pydap.handlers.sql[postgresql]" $ pip install "pydap.handlers.sql[mysql]" $ pip install "pydap.handlers.sql[mssql]" Proxy ~~~~~ This is a simple handler intended to serve remote datasets locally. For example, suppose you want to serve `this dataset `_ on your Pydap server. The URL of the dataset is:: http://test.opendap.org:8080/dods/dts/D1 So we create an INI file called, say, ``D1.url``: .. code-block:: ini [dataset] url = http://test.opendap.org:8080/dods/dts/D1 pass = dds, das, dods The file specifies that requests for the DDS, DAS and DODS responses should be passed directly to the server (so that the data is downloaded directly from the remote server). Other requests, like for the HTML form or a WMS image are built by Pydap; in this case Pydap acts as an Opendap client, connecting to the remote server and downloading data to fulfill the request. CSV ~~~ This is a handler for files with comma separated values. The first column should contain the variable names, and subsequent lines the data. Metadata is not supported. The handler is used mostly as a reference for building handlers for sequential data. You can install it with: .. code-block:: bash $ pip install pydap.handlers.csv HDF5 ~~~~ A handler for HDF5 files, based on `h5py `_. In order to install it: .. code-block:: bash $ pip install pydap.handlers.hdf5 SQLite ~~~~~~ This is a handler very similar to the SQL handler. The major difference is that data and metadata are all contained in a single ``.db`` SQLite file. Metadata is stored as JSON in a table called ``attributes``, while data goes into a table ``data``. The handler was created as a way to move sequential data from one server to another. It comes with a script called ``freeze`` which will take an Opendap dataset with sequential data and create a ``.db`` file that can be served using this handler. For example: .. code-block:: bash $ freeze http://opendap.ccst.inpe.br/Observations/PIRATA/pirata_stations.sql This will creata file called ``pirata_stations.db`` that can be served using the SQLite handler. Pydap-3.2.2/docs/developer_data_model.rst0000664000175000017500000003504413110635621021507 0ustar hieberthiebert00000000000000The DAP data model ------------------ The DAP is a protocol designed for the efficient transmission of scientific data over the internet. In order to transmit data from the server to a client, both must agree on a way to represent data: *is it an array of integers?*, *a multi-dimensional grid?* In order to do this, the specification defines a *data model* that, in theory, should be able to represent any existing dataset. Metadata ~~~~~~~~ Pydap has a series of classes in the ``pydap.model`` module, representing the DAP data model. The most fundamental data type is called ``BaseType``, and it represents a value or an array of values. Here an example of creating one of these objects: .. note:: Prior to Pydap 3.2, the name argument was optional for all date types. Since Pydap 3.2, it is mandatory. .. doctest:: >>> from pydap.model import * >>> import numpy as np >>> a = BaseType( ... name='a', ... data=np.array([1]), ... attributes={'long_name': 'variable a'}) All Pydap types have five attributes in common. The first one is the ``name`` of the variable; in this case, our variable is called "a": .. doctest:: >>> a.name 'a' Note that there's a difference between the variable name (the local name ``a``) and its attribute ``name``; in this example they are equal, but we could reference our object using any other name: .. doctest:: >>> b = a # b now points to a >>> b.name 'a' We can use special characters for the variable names; they will be quoted accordingly: .. doctest:: >>> c = BaseType(name='long & complicated') >>> c.name 'long%20%26%20complicated' The second attribute is called ``id``. In the examples we've seen so far, ``id`` and ``name`` are equal: .. doctest:: >>> a.name 'a' >>> a.id 'a' >>> c.name 'long%20%26%20complicated' >>> c.id 'long%20%26%20complicated' This is because the ``id`` is used to show the position of the variable in a given dataset, and in these examples the variables do not belong to any datasets. First let's store our variables in a container object called ``StructureType``. A ``StructureType`` is a special type of ordered dictionary that holds other Pydap types: .. doctest:: >>> s = StructureType('s') >>> s['a'] = a >>> s['c'] = c Traceback (most recent call last): ... KeyError: 'Key "c" is different from variable name "long%20%26%20complicated"!' Note that the variable name has to be used as its key on the ``StructureType``. This can be easily remedied: .. doctest:: >>> s[c.name] = c There is a special derivative of the ``StructureType`` called ``DatasetType``, which represent the dataset. The difference between the two is that there should be only one ``DatasetType``, but it may contain any number of ``StructureType`` objects, which can be deeply nested. Let's create our dataset object: .. doctest:: >>> dataset = DatasetType(name='example') >>> dataset['s'] = s >>> dataset.id 'example' >>> dataset['s'].id 's' >>> dataset['s']['a'].id 's.a' Note that for objects on the first level of the dataset, like ``s``, the id is identical to the name. Deeper objects, like ``a`` which is stored in ``s``, have their id calculated by joining the names of the variables with a period. One detail is that we can access variables stored in a structure using a "lazy" syntax like this: .. doctest:: >>> dataset.s.a.id 's.a' The third common attribute that variables share is called ``attributes``, which hold most of its metadata. This attribute is a dictionary of keys and values, and the values themselves can also be dictionaries. For our variable ``a`` we have: .. doctest:: >>> a.attributes {'long_name': 'variable a'} These attributes can be accessed lazily directly from the variable: .. doctest:: >>> a.long_name 'variable a' But if you want to create a new attribute you'll have to insert it directly into ``attributes``: .. doctest:: >>> a.history = 'Created by me' >>> a.attributes {'long_name': 'variable a'} >>> a.attributes['history'] = 'Created by me' >>> sorted(a.attributes.items()) [('history', 'Created by me'), ('long_name', 'variable a')] It's always better to use the correct syntax instead of the lazy one when writing code. Use the lazy syntax only when introspecting a dataset on the Python interpreter, to save a few keystrokes. The fourth attribute is called ``data``, and it holds a representation of the actual data. We'll take a detailed look of this attribute in the next subsection. .. note:: Prior to Pydap 3.2, all variables had also an attribute called ``_nesting_level``. This attribute had value 1 if the variable was inside a ``SequenceType`` object, 0 if it's outside, and >1 if it's inside a nested sequence. Since Pydap 3.2, the ``_nesting_level`` has been deprecated and there is no intrinsic way of finding the where in a deep object a variable is located. Data ~~~~ As we saw on the last subsection, all Pydap objects have a ``data`` attribute that holds a representation of the variable data. This representation will vary depending on the variable type. ``BaseType`` ************ For the simple ``BaseType`` objects the ``data`` attributes is usually a Numpy array, though we can also use a Numpy scalar or Python number: .. doctest:: >>> a = BaseType(name='a', data=np.array(1)) >>> a.data array(1) >>> b = BaseType(name='b', data=np.arange(4)) >>> b.data array([0, 1, 2, 3]) Note that starting from Pydap 3.2 the datatype is inferred from the input data: .. doctest:: >>> a.dtype dtype('int64') >>> b.dtype dtype('int64') When you *slice* a ``BaseType`` array, the slice is simply passed onto the data attribute. So we may have: .. doctest:: >>> b[-1] >>> b[-1].data array(3) >>> b[:2] >>> b[:2].data array([0, 1]) You can think of a ``BaseType`` object as a thin layer around Numpy arrays, until you realize that the ``data`` attribute can be *any* object implementing the array interface! This is how the DAP client works -- instead of assigning an array with data directly to the attribute, we assign a special object which behaves like an array and acts as a *proxy* to a remote dataset. Here's an example: .. doctest:: >>> from pydap.handlers.dap import BaseProxy >>> pseudo_array = BaseProxy( ... 'http://test.opendap.org/dap/data/nc/coads_climatology.nc', ... 'SST.SST', ... np.float64, ... (12, 90, 180)) >>> print(pseudo_array[0, 10:14, 10:14]) # download the corresponding data #doctest: +SKIP [[[ -1.26285708e+00 -9.99999979e+33 -9.99999979e+33 -9.99999979e+33] [ -7.69166648e-01 -7.79999971e-01 -6.75454497e-01 -5.95714271e-01] [ 1.28333330e-01 -5.00000156e-02 -6.36363626e-02 -1.41666666e-01] [ 6.38000011e-01 8.95384610e-01 7.21666634e-01 8.10000002e-01]]] In the example above, the data is only downloaded in the last line, when the pseudo array is sliced. The object will construct the appropriate DAP URL, request the data, unpack it and return a Numpy array. ``StructureType`` ***************** A ``StructureType`` holds no data; instead, its ``data`` attribute is a property that collects data from the children variables: .. doctest:: >>> s = StructureType(name='s') >>> s[a.name] = a >>> s[b.name] = b >>> a.data array(1) >>> b.data array([0, 1, 2, 3]) >>> print(s.data) [array(1), array([0, 1, 2, 3])] The opposite is also true; it's possible to specify the structure data and have it propagated to the children: .. doctest:: >>> s.data = (1, 2) >>> print(s.a.data) 1 >>> print(s.b.data) 2 The same is true for objects of ``DatasetType``, since the dataset is simply the root structure. ``SequenceType`` **************** A ``SequenceType`` object is a special kind of ``StructureType`` holding sequential data. Here's an example of a sequence holding the variables ``a`` and ``c`` that we created before: .. doctest:: >>> s = SequenceType(name='s') >>> s[a.name] = a >>> s[c.name] = c Let's add some data to our sequence. This can be done by setting a structured numpy array to the data attribute: .. doctest:: >>> print(s) >>> test_data = np.array([ ... (1, 10), ... (2, 20), ... (3, 30)], ... dtype=np.dtype([ ... ('a', np.int32), ('long%20%26%20complicated', np.int16)])) >>> s.data = test_data >>> print(s.data) [(1, 10) (2, 20) (3, 30)] Note that the data for the sequence is an aggregation of the children data, similar to Python's ``zip()`` builtin. This will be more complicated when encountering nested sequences, but for flat sequences they behave the same. We can also iterate over the ``SequenceType``. In this case, it will return a series of tuples with the data: .. doctest:: >>> for record in s.iterdata(): ... print(record) (1, 10) (2, 20) (3, 30) Prior to Pydap 3.2.2, this approach was not possible and one had to iterate directly over ``SequenceType``: .. doctest:: >>> for record in s: ... print(record) (1, 10) (2, 20) (3, 30) This approach will be deprecated in Pydap 3.4. The ``SequenceType`` behaves pretty much like `record arrays `_ from Numpy, since we can reference them by column (``s['a']``) or by index: .. doctest:: >>> s[1].data (2, 20) >>> s[ s.a < 3 ].data array([(1, 10), (2, 20)], dtype=[('a', '>> from pydap.handlers.lib import IterData >>> s.data = IterData(np.array([(1, 2), (10, 20)]), s) >>> print(s) >>> s2 = s.data[ s['a'] > 1 ] >>> print(s2) >>> for record in s2.iterdata(): ... print(record) (10, 20) One can also iterate directly over the ``IterData`` object to obtain the data: .. doctest:: >>> for record in s2: ... print(record) (10, 20) This approach will not be deprecated in Pydap 3.4. There are many implementations of classes derived from ``IterData``: ``pydap.handlers.dap.SequenceProxy`` is a proxy to sequential data on Opendap servers, ``pydap.handlers.csv.CSVProxy`` wraps a CSV file, and ``pydap.handlers.sql.SQLProxy`` works as a stream to a relational database. ``GridType`` ************ A ``GridType`` is a special kind of object that behaves like an array and a ``StructureType``. The class is derived from ``StructureType``; the major difference is that the first defined variable is a multidimensional array, while subsequent children are vector maps that define the axes of the array. This way, the ``data`` attribute on a ``GridType`` returns the data of all its children: the n-dimensional array followed by *n* maps. Here is a simple example: .. doctest:: >>> g = GridType(name='g') >>> data = np.arange(6) >>> data.shape = (2, 3) >>> g['a'] = BaseType(name='a', data=data, shape=data.shape, type=np.int32, dimensions=('x', 'y')) >>> g['x'] = BaseType(name='x', data=np.arange(2), shape=(2,), type=np.int32) >>> g['y'] = BaseType(name='y', data=np.arange(3), shape=(3,), type=np.int32) >>> g.data [array([[0, 1, 2], [3, 4, 5]]), array([0, 1]), array([0, 1, 2])] Grid behave like arrays in that they can be sliced. When this happens, a new ``GridType`` is returned with the proper data and axes: .. doctest:: >>> print(g) >>> print(g[0]) >>> print(g[0].data) [array([0, 1, 2]), array(0), array([0, 1, 2])] It is possible to disable this feature (some older servers might not handle it nicely): .. doctest:: >>> g = GridType(name='g') >>> g.set_output_grid(False) >>> data = np.arange(6) >>> data.shape = (2, 3) >>> g['a'] = BaseType(name='a', data=data, shape=data.shape, type=np.int32, dimensions=('x', 'y')) >>> g['x'] = BaseType(name='x', data=np.arange(2), shape=(2,), type=np.int32) >>> g['y'] = BaseType(name='y', data=np.arange(3), shape=(3,), type=np.int32) >>> g.data [array([[0, 1, 2], [3, 4, 5]]), array([0, 1]), array([0, 1, 2])] >>> print(g) >>> print(g[0]) >>> print(g[0].name) a >>> print(g[0].data) [0 1 2] Pydap-3.2.2/docs/_static/0000775000175000017500000000000013111405714016236 5ustar hieberthiebert00000000000000Pydap-3.2.2/docs/_static/default.css0000664000175000017500000002274112732551530020410 0ustar hieberthiebert00000000000000/** * Sphinx Doc Design */ body { font-family: sans-serif; 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} div.math p { text-align: center; } span.eqno { float: right; } img.logo { border: 0; } /* :::: PRINT :::: */ @media print { div.document, div.documentwrapper, div.bodywrapper { margin: 0; width : 100%; } div.sphinxsidebar, div.related, div.footer, div#comments div.new-comment-box, #top-link { display: none; } } Pydap-3.2.2/docs/index.rst0000664000175000017500000000662013111336442016456 0ustar hieberthiebert00000000000000.. pydap documentation master file, created by sphinx-quickstart on Tue May 6 23:41:51 2008. You can adapt this file completely to your liking, but it should at least contain the root `toctree` directive. Pydap ===== Pydap is a pure `Python `_ library implementing the `Data Access Protocol `_, also known as **DODS** or **OPeNDAP**. You can use Pydap as a `client `_ to access hundreds of scientific datasets in a transparent and efficient way through the internet; or as a server to easily `distribute `_ your data from a `variety of formats `_. Quickstart ---------- You can install the latest version (|release|) using `pip `_. After `installing pip `_ you can install Pydap with this command: .. code-block:: bash $ pip install Pydap This will install Pydap together with all the required dependencies. You can now open any remotely served dataset, and Pydap will download the accessed data on-the-fly as needed: .. doctest:: >>> from pydap.client import open_url >>> dataset = open_url('http://test.opendap.org/dap/data/nc/coads_climatology.nc') >>> var = dataset['SST'] >>> var.shape (12, 90, 180) >>> var.dtype dtype('>f4') >>> data = var[0,10:14,10:14] # this will download data from the server >>> data >>> print(data.data) [array([[[ -1.26285708e+00, -9.99999979e+33, -9.99999979e+33, -9.99999979e+33], [ -7.69166648e-01, -7.79999971e-01, -6.75454497e-01, -5.95714271e-01], [ 1.28333330e-01, -5.00000156e-02, -6.36363626e-02, -1.41666666e-01], [ 6.38000011e-01, 8.95384610e-01, 7.21666634e-01, 8.10000002e-01]]], dtype=float32), array([ 366.]), array([-69., -67., -65., -63.]), array([ 41., 43., 45., 47.])] For more information, please check the documentation on `using Pydap as a client `_. Pydap also comes with a simple server, implemented as a `WSGI `_ application. To use it, you first need to install Pydap with the server extras dependencies. If you want to serve `netCDF `_ files, install Pydap with the ``handlers.netcdf`` extra: .. code-block:: bash $ pip install Pydap[server,handlers.netcdf] More `handlers `_ for different formats are available, if necessary. To run a simple standalone server just issue the command: .. code-block:: bash $ pydap --data ./myserver/data/ --port 8001 This will start a standalone server running on http://localhost:8001/, serving netCDF files from ``./myserver/data/``, similar to the test server at http://test.pydap.org/. Since the server uses the `WSGI `_ standard, it can easily be run behind Apache. The `server documentation `_ has more information on how to better deploy Pydap. Help ---- If you need any help with Pydap, please feel free to send an email to the `mailing list `_. Documentation ------------- .. toctree:: :maxdepth: 2 client server handlers responses developer Changelog license Indices and tables ================== * :ref:`genindex` * :ref:`modindex` * :ref:`search` Pydap-3.2.2/docs/developer_templating.rst0000664000175000017500000000310613110635621021554 0ustar hieberthiebert00000000000000Templating ---------- Pydap uses an `experimental backend-agnostic templating API `_ for rendering HTML and XML by responses. Since the API is neutral Pydap can use any templating engine, like `Mako `_ or `Genshi `_, and templates can be loaded from disk, memory or a database. The server that comes with Pydap, for example, defines a ``renderer`` object that loads Genshi templates from a directory ``templatedir``: .. code-block:: python from pydap.util.template import FileLoader, GenshiRenderer class FileServer(object): def __init__(self, templatedir, ...): loader = FileLoader(templatedir) self.renderer = GenshiRenderer(options={}, loader=loader) ... def __call__(self, environ, start_response): environ.setdefault('pydap.renderer', self.renderer) ... And here is how the HTML response uses the renderer: the response requests a template called ``html.html``, that is loaded from the directory by the ``FileLoader`` object, and renders it by passing the context: .. code-block:: python def serialize(dataset): ... renderer = environ['pydap.renderer'] template = renderer.loader('html.html') output = renderer.render(template, context, output_format='text/html') return [output] (This is acutally a simplification; if you look at the code you'll notice that there's also code to fallback to a default renderer if one is not found in the ``environ``.) 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The HTML pages are in _build/html. goto end ) if "%1" == "dirhtml" ( %SPHINXBUILD% -b dirhtml %ALLSPHINXOPTS% _build/dirhtml echo. echo.Build finished. The HTML pages are in _build/dirhtml. goto end ) if "%1" == "pickle" ( %SPHINXBUILD% -b pickle %ALLSPHINXOPTS% _build/pickle echo. echo.Build finished; now you can process the pickle files. goto end ) if "%1" == "json" ( %SPHINXBUILD% -b json %ALLSPHINXOPTS% _build/json echo. echo.Build finished; now you can process the JSON files. goto end ) if "%1" == "htmlhelp" ( %SPHINXBUILD% -b htmlhelp %ALLSPHINXOPTS% _build/htmlhelp echo. echo.Build finished; now you can run HTML Help Workshop with the ^ .hhp project file in _build/htmlhelp. goto end ) if "%1" == "qthelp" ( %SPHINXBUILD% -b qthelp %ALLSPHINXOPTS% _build/qthelp echo. echo.Build finished; now you can run "qcollectiongenerator" with the ^ .qhcp project file in _build/qthelp, like this: echo.^> qcollectiongenerator _build\qthelp\Pydap.qhcp echo.To view the help file: echo.^> assistant -collectionFile _build\qthelp\Pydap.ghc goto end ) if "%1" == "latex" ( %SPHINXBUILD% -b latex %ALLSPHINXOPTS% _build/latex echo. echo.Build finished; the LaTeX files are in _build/latex. goto end ) if "%1" == "changes" ( %SPHINXBUILD% -b changes %ALLSPHINXOPTS% _build/changes echo. echo.The overview file is in _build/changes. goto end ) if "%1" == "linkcheck" ( %SPHINXBUILD% -b linkcheck %ALLSPHINXOPTS% _build/linkcheck echo. echo.Link check complete; look for any errors in the above output ^ or in _build/linkcheck/output.txt. goto end ) if "%1" == "doctest" ( %SPHINXBUILD% -b doctest %ALLSPHINXOPTS% _build/doctest echo. echo.Testing of doctests in the sources finished, look at the ^ results in _build/doctest/output.txt. goto end ) :end Pydap-3.2.2/docs/developer_responses.rst0000664000175000017500000001025113110635621021430 0ustar hieberthiebert00000000000000Responses --------- If handlers are responsible for converting data into the Pydap data model, responses to the opposite: the convert from the data model to different representations. The Opendap specification defines a series of standard responses, that allow clients to introspect a dataset by downloading metadata, and later download data for the subset of interest. These standard responses are the DDS (Dataset Descriptor Structure), the DAS (Dataset Attribute Structure) and the DODS response. Apart from these, there are additional non-standard responses that add functionality to the server. The ASCII response, for example, formats the data as ASCII for quick visualization on the browser; the HTML response builds a form from which the user can select a subset of the data. Here is an example of a minimal Pydap response that returns the attributes of the dataset as JSON: .. code-block:: python from simplejson import dumps from pydap.responses.lib import BaseResponse from pydap.lib import walk class JSONResponse(BaseResponse): def __init__(self, dataset): BaseResponse.__init__(self, dataset) self.headers.append(('Content-type', 'application/json')) @staticmethod def serialize(dataset): attributes = {} for child in walk(dataset): attributes[child.id] = child.attributes if hasattr(dataset, 'close'): dataset.close() return [dumps(attributes)] This response is mapped to a specific extension defined in its entry point: .. code-block:: ini [pydap.response] json = path.to.my.response:JSONResponse In this example the response will be called when the ``.json`` extension is appended to any dataset. The most important method in the response is the ``serialize`` method, which is responsible for serializing the dataset into the external format. The method should be a generator or return a list of strings, like in this example. Note that the method is responsible for calling ``dataset.close()``, if available, since some handlers use this for closing file handlers or database connections. One important thing about the responses is that, like handlers, they are also WSGI applications. WSGI applications should return an iterable when called; usually this is a list of strings corresponding to the output from the application. The ``BaseResponse`` application, however, returns a special iterable that contains both the ``DatasetType`` object and its serialization function. This means that WSGI middleware that manipulate the response have direct access to the dataset, avoiding the need for deserialization/serialization of the dataset in order to change it. Here is a simple example of a middleware that adds an attribute to a given dataset: .. code-block:: python from webob import Request from pydap.model import * from pydap.handlers.lib import BaseHandler class AttributeMiddleware(object): def __init__(self, app): self.app = app def __call__(self, environ, start_response): # say that we want the parsed response environ['x-wsgiorg.want_parsed_response'] = True # call the app with the original request and get the response req = Request(environ) res = req.get_response(self.app) # get the dataset from the response and set attribute dataset = res.app_iter.x_wsgiorg_parsed_response(DatasetType) dataset.attributes['foo'] = 'bar' # return original response response = BaseHandler.response_map[ environ['pydap.response'] ] responder = response(dataset) return responder(environ, start_response) The code should actually do more bookkeeping, like checking if the dataset can be retrieved from the response or updating the ``Content-Length`` header, but I wanted to keep it simple. Pydap comes with a WSGI middleware for handling server-side functions (``pydap.wsgi.ssf``) that makes heavy use of this feature. It works by removing function calls from the request, fetching the dataset from the modified request, applying the function calls and returning a new dataset. Pydap-3.2.2/docs/conf.py0000664000175000017500000001467113111210026016106 0ustar hieberthiebert00000000000000# -*- coding: utf-8 -*- # # Pydap documentation build configuration file, created by # sphinx-quickstart on Fri May 22 10:12:59 2009. # # This file is execfile()d with the current directory set to its containing dir. # # Note that not all possible configuration values are present in this # autogenerated file. # # All configuration values have a default; values that are commented out # serve to show the default. import sys, os import sphinx_rtd_theme # If extensions (or modules to document with autodoc) are in another directory, # add these directories to sys.path here. If the directory is relative to the # documentation root, use os.path.abspath to make it absolute, like shown here. #sys.path.append(os.path.abspath('.')) # -- General configuration ----------------------------------------------------- # Add any Sphinx extension module names here, as strings. They can be extensions # coming with Sphinx (named 'sphinx.ext.*') or your custom ones. extensions = ['sphinx.ext.autodoc', 'sphinx.ext.doctest', 'sphinx.ext.coverage'] # Add any paths that contain templates here, relative to this directory. templates_path = ['_templates'] # The suffix of source filenames. source_suffix = '.rst' # The encoding of source files. #source_encoding = 'utf-8' # The master toctree document. master_doc = 'index' # General information about the project. project = u'Pydap' copyright = u'2003-2017, Pydap contributors' # The version info for the project you're documenting, acts as replacement for # |version| and |release|, also used in various other places throughout the # built documents. # # The short X.Y version. #version = '3.0' # The full version, including alpha/beta/rc tags. #release = '3.0.1' from pydap.lib import __version__ as version release = '.'.join([token for token in version.split('.')][:2]) # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. #language = None # There are two options for replacing |today|: either, you set today to some # non-false value, then it is used: #today = '' # Else, today_fmt is used as the format for a strftime call. #today_fmt = '%B %d, %Y' # List of documents that shouldn't be included in the build. #unused_docs = [] # List of directories, relative to source directory, that shouldn't be searched # for source files. exclude_trees = ['_build'] # The reST default role (used for this markup: `text`) to use for all documents. #default_role = None # If true, '()' will be appended to :func: etc. cross-reference text. #add_function_parentheses = True # If true, the current module name will be prepended to all description # unit titles (such as .. function::). #add_module_names = True # If true, sectionauthor and moduleauthor directives will be shown in the # output. They are ignored by default. #show_authors = False # The name of the Pygments (syntax highlighting) style to use. pygments_style = 'sphinx' # A list of ignored prefixes for module index sorting. #modindex_common_prefix = [] # -- Options for HTML output --------------------------------------------------- # The theme to use for HTML and HTML Help pages. Major themes that come with # Sphinx are currently 'default' and 'sphinxdoc'. html_theme = 'sphinx_rtd_theme' # Theme options are theme-specific and customize the look and feel of a theme # further. For a list of options available for each theme, see the # documentation. #html_theme_options = {} # Add any paths that contain custom themes here, relative to this directory. #html_theme_path = [] html_theme_path = [sphinx_rtd_theme.get_html_theme_path()] # The name for this set of Sphinx documents. If None, it defaults to # " v documentation". #html_title = None # A shorter title for the navigation bar. Default is the same as html_title. #html_short_title = None # The name of an image file (relative to this directory) to place at the top # of the sidebar. #html_logo = None # The name of an image file (within the static path) to use as favicon of the # docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32 # pixels large. #html_favicon = None # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ['_static'] # If not '', a 'Last updated on:' timestamp is inserted at every page bottom, # using the given strftime format. #html_last_updated_fmt = '%b %d, %Y' # If true, SmartyPants will be used to convert quotes and dashes to # typographically correct entities. #html_use_smartypants = True # Custom sidebar templates, maps document names to template names. #html_sidebars = {} # Additional templates that should be rendered to pages, maps page names to # template names. #html_additional_pages = {} # If false, no module index is generated. #html_use_modindex = True # If false, no index is generated. #html_use_index = True # If true, the index is split into individual pages for each letter. #html_split_index = False # If true, links to the reST sources are added to the pages. #html_show_sourcelink = True # If true, an OpenSearch description file will be output, and all pages will # contain a tag referring to it. The value of this option must be the # base URL from which the finished HTML is served. html_use_opensearch = 'http://pydap.org/' # If nonempty, this is the file name suffix for HTML files (e.g. ".xhtml"). #html_file_suffix = '' # Output file base name for HTML help builder. htmlhelp_basename = 'Pydapdoc' # -- Options for LaTeX output -------------------------------------------------- # The paper size ('letter' or 'a4'). #latex_paper_size = 'letter' # The font size ('10pt', '11pt' or '12pt'). #latex_font_size = '10pt' # Grouping the document tree into LaTeX files. List of tuples # (source start file, target name, title, author, documentclass [howto/manual]). latex_documents = [ ('index', 'Pydap.tex', u'Pydap Documentation', u'Roberto De Almeida', 'manual'), ] # The name of an image file (relative to this directory) to place at the top of # the title page. #latex_logo = None # For "manual" documents, if this is true, then toplevel headings are parts, # not chapters. #latex_use_parts = False # Additional stuff for the LaTeX preamble. #latex_preamble = '' # Documents to append as an appendix to all manuals. #latex_appendices = [] # If false, no module index is generated. #latex_use_modindex = True Pydap-3.2.2/docs/responses.rst0000664000175000017500000001066412732551530017400 0ustar hieberthiebert00000000000000Responses ========= Like `handlers `_, responses are special Python modules that convert between the Pydap data model and an external representation. For instance, to access a given dataset an Opendap client request two diferent representations of the dataset: a *Dataset Attribute Structure* (DAS) response, describing the attributes of the dataset, and a *Dataset Descriptor Structure* (DDS), describing its structure (shape, type, hierarchy). These responses are returned by appending the extension ``.das`` and ``.dds`` to the dataset URL, respectively. Other common responses include the ASCII (``.asc`` or ``.ascii``) response, which returns an ASCII representation of the data; and an HTML form for data request using the browser, at the ``.html`` extension. And perhaps the most important response is the ``.dods`` response, which actually carries the data in binary format, and is used when clients request data from the server. All these responses are standard and come with Pydap. There are other extension responses available for Pydap; these are not defined in the DAP specification, but improve the user experience by allowing data to be accessed in different formats. Installing additional responses ------------------------------- Web Map Service ~~~~~~~~~~~~~~~ This response enables Pydap to act like a `Web Map Service `_ 1.1.1 server, returning images (maps) of the available data. These maps can be visualized in any WMS client like Openlayers or Google Earth. You can install the WMS response using `pip `_: .. code-block:: bash $ pip install pydap.responses.wms This will take care of the necessary dependencies, which include `Matplotlib `_ and Pydap itself. Once the response is installed you can introspect the available layers at the URL:: http://server.example.com/dataset.wms?REQUEST=GetCapabilities The response will create valid layers from any `COARDS `_ compliant datasets, ie, grids with properly defined latitude and longitude axes. If the data is not two-dimensional it will be averaged along each axis except for the last two, so the map represents a time and/or level average of the data. Keep in mind that Opendap constraint expressions apply before the map is generated, so it's possible to create a map of a specific level (or time) by constraining the variable on the URL:: http://server.example.com/dataset.wms?var3d[0]&REQUEST=GetCapabilities You can specify the default colormap and the DPI resolution in the ``server.ini`` file: .. code-block:: ini [app:main] use = egg:pydap#server root = %(here)s/data templates = %(here)s/templates x-wsgiorg.throw_errors = 0 pydap.responses.wms.dpi = 80 pydap.responses.wms.cmap = jet Google Earth ~~~~~~~~~~~~ This response converts a Pydap dataset to a `KML `_ representation, allowing the data to be visualized using Google Earth as a client. Simply install it with `pip `_: .. code-block:: bash $ pip install pydap.responses.kml And open a URL by appending the ``.kml`` extension to the dataset, say:: http://server.example.com/dataset.kml For now, the KML response will only return datasets that have a valid WMS representation. These datasets can be overlayed as layers on top of Google Earth, and are presented with a nice colorbar. In the future, `Dapper `_-compliant datasets should be supported too. NetCDF ~~~~~~ This response allows data to be downloaded as a NetCDF file; it works better with gridded data, but sequential data will be converted into 1D variables. To install it, just type: .. code-block:: bash $ pip install pydap.responses.netcdf And try to append the extension ``.nc`` to a request. The data will be converted on-the-fly to a NetCDF file. Matlab ~~~~~~ The Matlab response returns data in a Matlab v5 file. It is returned when the file is requested with the extension ``.mat``, and can be installed by with: .. code-block:: bash $ pip install pydap.responses.matlab Excel spreadsheet ~~~~~~~~~~~~~~~~~ This response returns sequential data as an Excel spreadsheet when ``.xls`` is appended to the URL. Install with: .. code-block:: bash $ pip install pydap.responses.xls Pydap-3.2.2/MANIFEST.in0000664000175000017500000000035413110635621015421 0ustar hieberthiebert00000000000000recursive-include docs * recursive-include src/pydap/wsgi/templates * recursive-include src/pydap/responses/html/templates * recursive-include src/pydap/tests *.das *.dds *.dods include CONTRIBUTORS.md include README.md include NEWS.md Pydap-3.2.2/setup.py0000664000175000017500000000603013111403254015366 0ustar hieberthiebert00000000000000from setuptools import setup, find_packages import sys __version__ = '3.2.2' install_requires = [ 'numpy', 'Webob', 'Jinja2', 'docopt', 'six >= 1.4.0', 'beautifulsoup4' ] if sys.version_info < (3, 5): install_requires.append('singledispatch') functions_extras = [ 'gsw==3.0.6', 'coards' ] server_extras = [ 'gunicorn', 'PasteDeploy', ] docs_extras = [ 'Sphinx', 'Pygments', 'sphinx_rtd_theme', ] cas_extras = [ 'requests', 'lxml' ] hdl_netcdf_extras = [ 'netCDF4', 'ordereddict' ] tests_require = (functions_extras + cas_extras + server_extras + hdl_netcdf_extras + ['WebTest', 'beautifulsoup4', 'flake8']) testing_extras = tests_require + [ 'pytest>=2.8', 'pytest-cov', 'pytest-attrib', 'mock', 'requests-mock', 'requests' ] setup(name='Pydap', version=__version__, description="An implementation of the Data Access Protocol.", long_description="", classifiers=[ "Programming Language :: Python :: 2", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.4", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6" # Get strings from # http://pypi.python.org/pypi?%3Aaction=list_classifiers ], keywords='opendap dods dap science data', author='Roberto De Almeida', author_email='roberto@dealmeida.net', maintainer='James Hiebert', maintainer_email='james@hiebert.name', url='http://pydap.org/', license='MIT', packages=find_packages('src'), package_dir={'': 'src'}, include_package_data=True, zip_safe=False, namespace_packages=["pydap", "pydap.responses", "pydap.handlers", "pydap.tests"], install_requires=install_requires, extras_require={ 'functions': functions_extras, 'testing': testing_extras, 'docs': docs_extras, 'tests': tests_require, 'cas': cas_extras, 'server': server_extras, 'handlers.netcdf': hdl_netcdf_extras }, test_suite="pydap.tests", entry_points=""" [pydap.response] das = pydap.responses.das:DASResponse dds = pydap.responses.dds:DDSResponse dods = pydap.responses.dods:DODSResponse html = pydap.responses.html:HTMLResponse asc = pydap.responses.ascii:ASCIIResponse ascii = pydap.responses.ascii:ASCIIResponse ver = pydap.responses.version:VersionResponse [pydap.function] bounds = pydap.wsgi.functions:bounds mean = pydap.wsgi.functions:mean density = pydap.wsgi.functions:density [console_scripts] pydap = pydap.wsgi.app:main dods = pydap.handlers.dap:dump """) Pydap-3.2.2/NEWS.md0000664000175000017500000000565613111403254014767 0ustar hieberthiebert00000000000000News ==== 3.2.2 ----- *Release date: 2017-May-24* * Python 3.3 is no longer supported. This is in line with other similar projects (Numpy, Xarray, ...) and it preempts the expected python 3.3 EOL in September 2017. * Server improvements * Merges pydap.handlers.netcdf into the main code base * Adds a lightweight testing/development server * Rewrites the server docs to reflect a post-paster world * Miscellaneous bug fixes * Ensures Byte use is consistent with DAP2 standards * Fixes client authentication to UK's CEDA * Fixes client communcation with ERDDAP servers * Fixes regression bug in model.GridType (#43) * Fixes bug where the iteration does not replace previous_chunk * Fixes bugs in command-line server (#52 and #53) * Fix mapping scheme for SequenceType (PR #89) * Makes all types a mapping and protects the mapping semantics for sequence data * Converts dict in StructureType to OrderedDict, changing _original_keys handling (#3) and convers test_model.py to pytest semantics (#82). * Updats docs and docstrings. Added basic automatic doctests. Doctests use integers for easy continuous integration * 100% test coverage in src/pydap/model.py. * Various codebase improvements * Transition tests from nose to pytest * Tests with flake8 on all Python version * Adds timeout option to open_urls and open_dods 3.2.1 ----- *Release date: 2017-Mar-28* * PyDAP client fixes * Adds workaround to the client when making requests to older ESGF OPENDAP servers * Fixes a bug where mechanicalsoup wouldn't its browser * Adds handling for values of -NaN * Overhauls URS authentication to use the requests library * Sets a default charset when connecting to servers that do not * Packaging fixes * Moves gunicorn in to server_extras dependency list * Adds test data to the release tarball * Code base improvements * Adds flake8 linting/checking to the code base * Improves testing for client authentication * Drops support for Python < 2.7 * Converts internal imports to be explicit relative * Miscellaneous bug fixes * Fixes bug in fix_slices() when `stop` > len * Fixes unexpected flattening of sliced arrays (#41) * Fixes bug where attributes were not propagated to nested structures (#75) 3.2.0 ----- *Release date: 2016-Dec-01* * Adds some optimizations to the server for DAP sequences * Rewrite of the client so that it's now able to stream real time data * Simplifies the design of handlers, eliminating DAP-related details (so that developers can focus only on the data parsing when creating new handlers). * Full test coverage and continuous integration * Adds support for Python version 3.3 through 3.5 * Adds support for federated authentication through the Earth System Grid Federation (ESGF) and NASA User Registration System (URS). * Fixes HTML response to show all dimensions for BaseType variables 3.1.1 ----- *Release date: 14-Nov-2013* * Final release done by Roberto De Almeida Pydap-3.2.2/setup.cfg0000664000175000017500000000051413111405714015501 0ustar hieberthiebert00000000000000[nosetests] match = ^test nocapture = 1 with-coverage = 1 cover-package = pydap cover-erase = 1 [flake8] exclude = .venv,.tox,dist,doc,build,*.egg,docs,bootstrap.py, src/pydap/tests/test_responses_ascii.py, src/pydap/tests/test_wsgi_ssf.py, src/pydap/tests/test_D1.py [egg_info] tag_build = tag_date = 0 tag_svn_revision = 0 Pydap-3.2.2/PKG-INFO0000664000175000017500000000110113111405714014746 0ustar hieberthiebert00000000000000Metadata-Version: 1.1 Name: Pydap Version: 3.2.2 Summary: An implementation of the Data Access Protocol. Home-page: http://pydap.org/ Author: James Hiebert Author-email: james@hiebert.name License: MIT Description: UNKNOWN Keywords: opendap dods dap science data Platform: UNKNOWN Classifier: Programming Language :: Python :: 2 Classifier: Programming Language :: Python :: 2.7 Classifier: Programming Language :: Python :: 3 Classifier: Programming Language :: Python :: 3.4 Classifier: Programming Language :: Python :: 3.5 Classifier: Programming Language :: Python :: 3.6 Pydap-3.2.2/README.md0000664000175000017500000000727013111337347015153 0ustar hieberthiebert00000000000000Pydap ===== [![Build Status](https://travis-ci.org/pydap/pydap.svg)](https://travis-ci.org/pydap/pydap) [![Python2](https://img.shields.io/badge/python-2-blue.svg)](https://www.python.org/downloads/) [![Python3](https://img.shields.io/badge/python-3-blue.svg)](https://www.python.org/downloads/) [![documentation](https://readthedocs.org/projects/pydap/badge/?version=latest)](http://pydap.readthedocs.org/en/latest/) [![PyPI](https://img.shields.io/pypi/v/pydap.svg?maxAge=2592000?style=plastic)](https://pypi.python.org/pypi/Pydap/) [Pydap](http://pydap.readthedocs.io/en/latest/) is an implementation of the Opendap/DODS protocol, written from scratch in pure python. You can use Pydap to access scientific data on the internet without having to download it; instead, you work with special array and iterable objects that download data on-the-fly as necessary, saving bandwidth and time. The module also comes with a robust-but-lightweight Opendap server, implemented as a WSGI application. Quickstart ---------- You can install the latest version using [pip](http://pypi.python.org/pypi/pip). After [installing pip](http://www.pip-installer.org/en/latest/installing.html) you can install Pydap with this command: ```bash $ pip install Pydap ``` This will install Pydap together with all the required dependencies. You can now open any remotely served dataset, and Pydap will download the accessed data on-the-fly as needed: ```python >>> from pydap.client import open_url >>> dataset = open_url('http://test.opendap.org/dap/data/nc/coads_climatology.nc') >>> var = dataset['SST'] >>> var.shape (12, 90, 180) >>> var.dtype dtype('>f4') >>> data = var[0,10:14,10:14] # this will download data from the server >>> data >>> print(data.data) [array([[[ -1.26285708e+00, -9.99999979e+33, -9.99999979e+33, -9.99999979e+33], [ -7.69166648e-01, -7.79999971e-01, -6.75454497e-01, -5.95714271e-01], [ 1.28333330e-01, -5.00000156e-02, -6.36363626e-02, -1.41666666e-01], [ 6.38000011e-01, 8.95384610e-01, 7.21666634e-01, 8.10000002e-01]]], dtype=float32), array([ 366.]), array([-69., -67., -65., -63.]), array([ 41., 43., 45., 47.])] ``` For more information, please check the documentation on [using Pydap as a client](http://pydap.readthedocs.io/en/latest/server.html). Pydap also comes with a simple server, implemented as a [WSGI]( http://wsgi.org/) application. To use it, you first need to install the server and optionally a data handler: ```bash $ pip install Pydap[server,handlers.netcdf] ``` This will install support for [netCDF](http://www.unidata.ucar.edu/software/netcdf/) files; more [handlers](http://pydap.readthedocs.io/en/latest/handlers.html) for different formats are available, if necessary. Now create a directory for your server data. To run the server just issue the command: ```bash $ pydap --data ./myserver/data/ --port 8001 ``` This will start a standalone server running on http://localhost:8001/, serving netCDF files from ``./myserver/data/``, similar to the test server at http://test.pydap.org/. Since the server uses the [WSGI](http://wsgi.org/) standard, it can easily be run behind Apache. The [server documentation](server.html) has more information on how to better deploy Pydap. ## Documentation For more information, see [![documentation](https://readthedocs.org/projects/pydap/badge/?version=latest)](http://pydap.readthedocs.org/en/latest/) ## Help If you need any help with Pydap, please feel free to send an email to the [mailing list](http://groups.google.com/group/pydap/)