SQLite Backend Cannot operate on a closed cursor or closed database.

[VoroninDA]

SQLite issue, attempting to use as a backend.

Description of your problem

Can't use SQLite as backend for strange reasons.

# NOT RUNNABLE
        db = SQLite(name='factsSQLite.db')
        t3 = time.time()
        mem = process.memory_info()[0]
        t4 = time.time()
        # Uncomment
        pm.sample(
            draws=config_inner.number_of_iterations,
            trace=db,
            progressbar=False,
            burn=config_inner.burn_in,
            thin=config_inner.thin,
            cores=config.cores,
            chains=4)
        trace = pm.backends.sqlite.load(name='factsSQLite.db')
        
        fact_truth_vari = trace[SOMEVARI]

I also tried

        # NOT RUNNABLE
        # db = SQLite(name='factsSQLite.db')
        t3 = time.time()
        mem = process.memory_info()[0]
        t4 = time.time()
        # Uncomment
        trace = pm.sample(
            draws=config_inner.number_of_iterations,
            trace='sqlite',
            progressbar=False,
            burn=config_inner.burn_in,
            thin=config_inner.thin,
            cores=config.cores,
            chains=4)
        # trace = pm.backends.sqlite.load(name='factsSQLite.db')
        
        fact_truth_vari = trace[SOMEVARI]

Please provide a minimal, self-contained, and reproducible example.

from pymc3.backends import SQLite

niter = 2000
with pm.Model() as sqlie3_save_demo:
    p = pm.Beta('p', alpha=2, beta=2)
    y = pm.Binomial('y', n=n, p=p, observed=heads)
    db = SQLite('trace.db')
    trace = pm.sample(niter, trace=db)
with sqlie3_save_demo:
    trace = pm.backends.sqlite.load('trace.db')
    pm.traceplot(trace, varnames=['p'])

Please provide the full traceback.

/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/backends/sqlite.py:121: FutureWarning: Conversion of the second argument of issubdtype from `int` to `np.signedinteger` is deprecated. In future, it will be treated as `np.int64 == np.dtype(int).type`.
  if np.issubdtype(self.var_dtypes[varname], np.int):
Traceback (most recent call last):
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/backends/sqlite.py", line 163, in _execute_queue
    self._queue[varname])
sqlite3.ProgrammingError: 
https://guides.github.com/features/mastering-markdown/Cannot operate on a closed cursor.

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/sampling.py", line 1006, in _mp_sample
    trace.close()
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/backends/sqlite.py", line 167, in close
    self._execute_queue()
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/backends/sqlite.py", line 164, in _execute_queue
    self._queue[varname] = []
sqlite3.ProgrammingError: Cannot operate on a closed database.

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/backends/sqlite.py", line 163, in _execute_queue
    self._queue[varname])
sqlite3.ProgrammingError: Cannot operate on a closed cursor.

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "Console.SQLite.py", line 294, in <module>
    nunya_b(a, b, config)
  File "Console.SQLite.py", line 116, in nunya_b
    chains=4)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/sampling.py", line 449, in sample
    trace = _mp_sample(**sample_args)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/sampling.py", line 1015, in _mp_sample
    trace.close()
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/backends/sqlite.py", line 167, in close
    self._execute_queue()
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/backends/sqlite.py", line 164, in _execute_queue
    self._queue[varname] = []
sqlite3.ProgrammingError: Cannot operate on a closed database.

Please provide any additional information below.
I am trying to find a good backend for an exponentially growing bayesian network. Which of the backends are best for large-ish complex laten truth model bayesian network

Versions and main components

• PyMC3 Version: 3.5
• Theano Version:1.0.3
• Python Version: 3.7.1
• Operating system: CentOS 7
• How did you install PyMC3: conda

[VoroninDA]

Working with HDF5 backend now. Am getting huge theano errors when using many variables in chaining and sampling. See below? Maybe separate issue?

You can find the C code in this temporary file: /tmp/theano_compilation_error__ipy7aj_
library inux-gnu-c++: is not found.
Traceback (most recent call last):
  File "Console.py", line 310, in <module>
   method_a(param_a, param_b, param_c)
  File "Console.py", line 117, in method_a
    chains=4)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/sampling.py", line 415, in sample
    step = assign_step_methods(model, step, step_kwargs=step_kwargs)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/sampling.py", line 140, in assign_step_methods
    tg.grad(model.logpt, var)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/pymc3/model.py", line 716, in logpt
    logp = tt.sum([tt.sum(factor) for factor in factors])
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/tensor/basic.py", line 3191, in sum
    out = elemwise.Sum(axis=axis, dtype=dtype, acc_dtype=acc_dtype)(input)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/gof/op.py", line 615, in __call__
    node = self.make_node(*inputs, **kwargs)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/tensor/elemwise.py", line 1786, in make_node
    input = as_tensor_variable(input)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/tensor/basic.py", line 181, in as_tensor_variable
    return stack(x)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/tensor/basic.py", line 4708, in stack
    return theano.tensor.opt.MakeVector(dtype)(*tensors)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/gof/op.py", line 670, in __call__
    no_recycling=[])
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/gof/op.py", line 955, in make_thunk
    no_recycling)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/gof/op.py", line 858, in make_c_thunk
    output_storage=node_output_storage)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/gof/cc.py", line 1217, in make_thunk
    keep_lock=keep_lock)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/gof/cc.py", line 1157, in __compile__
    keep_lock=keep_lock)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/gof/cc.py", line 1620, in cthunk_factory
    key=key, lnk=self, keep_lock=keep_lock)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/gof/cmodule.py", line 1181, in module_from_key
    module = lnk.compile_cmodule(location)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/gof/cc.py", line 1523, in compile_cmodule
    preargs=preargs)
  File "/home/dvoronin/anaconda3/envs/nunya/lib/python3.7/site-packages/theano/gof/cmodule.py", line 2391, in compile_str
    (status, compile_stderr.replace('\n', '. ')))
Exception: ("Compilation failed (return status=4): /home/dvoronin/.theano/compiledir_Linux-3.10-el7.x86_64-x86_64-with-centos-7.6.1810-Core-x86_64-3.7.1-64/tmpse5_zc5z/mod.cpp: In member function 'void {anonymous}::__struct_compiled_op_m3b73d1a722d9c63db8e92b5070a5c6f26694d6e74700ea1074633475d4ffa370::cleanup()':. /home/dvoronin/.theano/compiledir_Linux-3.10-el7.x86_64-x86_64-with-centos-7.6.1810-Core-x86_64-3.7.1-64/tmpse5_zc5z/mod.cpp:13473:14: note: variable tracking size limit exceeded with -fvar-tracking-assignments, retrying without.          void cleanup(void) {.               ^~~~~~~. x86_64-conda_cos6-linux-gnu-c++: internal compiler error: Killed (program cc1plus). Please submit a full bug report,. with preprocessed source if appropriate.. See <https://gcc.gnu.org/bugs/> for instructions.. 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[ColCarroll]

Contributions would be welcome, but hoping to deprecate most backends #2189